This document summarizes research on implementing mass customization strategies in the Indian real estate industry. It defines mass customization as using flexible manufacturing to produce customized products at low unit costs. The researchers conducted surveys of 206 home buyers and 43 developers in Ahmedabad and Pune to understand customer demands and what developers currently provide. They analyzed the survey data using reliability testing, z-testing, and ANOVA to test the hypothesis that developers will provide amenities demanded by customers at no extra cost. The results suggest mass customization could help satisfy diverse customer needs in India's shifting real estate market.
Supplier Selection and Evaluation by Fuzzy-AHP Extent Analysis: A Case Study ...Dr. Amarjeet Singh
The ready-made garments (RMG)is a rapid
growing industry in Bangladesh and contributing
significantly in the country’s economy. Effective supplier
selection policy has significant strategic importance in the
performance of such fast moving consumer goods industry.
The supplier selection process is essentially a multi-criterion
decision making problem which, therefore, must be
developed systematically. Many models have been developed
and proposed to find optimum solutions of this complex
decision-making problem. Fuzzy Analytic Hierarchy
Process (Fuzzy-AHP), which is a derived extension of
classical Analytical Hierarchy Process (AHP),is an excellent
method for deciding among the complex structure at
different levels. In this paper an extent analysis of FuzzyAHP has been applied to evaluate and select the best
supplier agency providing most satisfaction. The evaluation
criteria are developed particularly for an RMG
manufacturer in Bangladesh context and used successfully
in the proposed model. A detailed implementation process is
presented in this paper and finally the best supplier agency
has been proposed from the outcome of the model.
A MULTI-OBJECTIVE APPROACH FOR OPTIMUM QUOTA ALLOCATION TO SUPPLIERS IN SUPPL...IAEME Publication
In all industrial firms where a large number of parts and components are supplied by different suppliers to the raw materiel stores. So it is necessary to keep a track of their performances and supplier ratings individually. The shortages of many basic raw materials and unfriendly attitudes on the part of suppliers can seriously jeopardize production units. So supplier evaluation comes a necessary task. The supplier selection in the supply chain is a multi-criteria problem for this a problem is formulated. The formulated problem is including three primary objectives such as minimizing the net purchase cost, minimizing the net transportation cost and minimizing the net late deliveries subject to realistic constraints regarding buyer’s demand, vendor’s capacity, budget allocation to individual vendor, Vendor’s quality of the items, vendor’s quota flexibility, purchase value of items etc. This paper consists of allocating the quota to suppliers from a set of pre-selected candidates. In this paper the Lexicographic Method is used and solved above three objectives on the priority basis. A real life example is also presented and solved by the MATLAB and results are shown in the paper.
A Literature Survey: Fuzzy Logic and Qualitative Performance Evaluation of Su...theijes
Fuzzy logic can be a powerful tool for managers to use instead of traditional mathematical models when evaluating the performance of supply chains. The flexibility of the model allows the decision maker to introduce vagueness, uncertainty, and subjectivity into the evaluation system. In this paper we survey an alternative method of the performance evaluation system as opposed to the traditional quantitative methods. Performance evaluations represent a critically important decision that often involves subjective information. Models and heuristic techniques that focus on the use of different types of information are available; however, with few exceptions, the models are not robust enough to be applied in a practical, managerially useful manner. Fuzzy logic models provide a reasonable solution to these common decision situations. After extensive exploration of the literature, we recommend an outcome of exploring Fuzzy logic approach in evaluating qualitative aspects of performance of supply chain management. In this paper we survey fuzzy logic as a robust and easy understanding method to evaluate qualitative aspects of performance of supply chains.
Supplier Selection and Evaluation by Fuzzy-AHP Extent Analysis: A Case Study ...Dr. Amarjeet Singh
The ready-made garments (RMG)is a rapid
growing industry in Bangladesh and contributing
significantly in the country’s economy. Effective supplier
selection policy has significant strategic importance in the
performance of such fast moving consumer goods industry.
The supplier selection process is essentially a multi-criterion
decision making problem which, therefore, must be
developed systematically. Many models have been developed
and proposed to find optimum solutions of this complex
decision-making problem. Fuzzy Analytic Hierarchy
Process (Fuzzy-AHP), which is a derived extension of
classical Analytical Hierarchy Process (AHP),is an excellent
method for deciding among the complex structure at
different levels. In this paper an extent analysis of FuzzyAHP has been applied to evaluate and select the best
supplier agency providing most satisfaction. The evaluation
criteria are developed particularly for an RMG
manufacturer in Bangladesh context and used successfully
in the proposed model. A detailed implementation process is
presented in this paper and finally the best supplier agency
has been proposed from the outcome of the model.
A MULTI-OBJECTIVE APPROACH FOR OPTIMUM QUOTA ALLOCATION TO SUPPLIERS IN SUPPL...IAEME Publication
In all industrial firms where a large number of parts and components are supplied by different suppliers to the raw materiel stores. So it is necessary to keep a track of their performances and supplier ratings individually. The shortages of many basic raw materials and unfriendly attitudes on the part of suppliers can seriously jeopardize production units. So supplier evaluation comes a necessary task. The supplier selection in the supply chain is a multi-criteria problem for this a problem is formulated. The formulated problem is including three primary objectives such as minimizing the net purchase cost, minimizing the net transportation cost and minimizing the net late deliveries subject to realistic constraints regarding buyer’s demand, vendor’s capacity, budget allocation to individual vendor, Vendor’s quality of the items, vendor’s quota flexibility, purchase value of items etc. This paper consists of allocating the quota to suppliers from a set of pre-selected candidates. In this paper the Lexicographic Method is used and solved above three objectives on the priority basis. A real life example is also presented and solved by the MATLAB and results are shown in the paper.
A Literature Survey: Fuzzy Logic and Qualitative Performance Evaluation of Su...theijes
Fuzzy logic can be a powerful tool for managers to use instead of traditional mathematical models when evaluating the performance of supply chains. The flexibility of the model allows the decision maker to introduce vagueness, uncertainty, and subjectivity into the evaluation system. In this paper we survey an alternative method of the performance evaluation system as opposed to the traditional quantitative methods. Performance evaluations represent a critically important decision that often involves subjective information. Models and heuristic techniques that focus on the use of different types of information are available; however, with few exceptions, the models are not robust enough to be applied in a practical, managerially useful manner. Fuzzy logic models provide a reasonable solution to these common decision situations. After extensive exploration of the literature, we recommend an outcome of exploring Fuzzy logic approach in evaluating qualitative aspects of performance of supply chain management. In this paper we survey fuzzy logic as a robust and easy understanding method to evaluate qualitative aspects of performance of supply chains.
Serialized Optimization Of Supply Chain Model Using Genetic Algorithm And Geo...Jonathan Lobo
• “Serialized Optimization Of Supply Chain Model Using Genetic Algorithm And Geometric Predictions” in international journal for science and advance research in technology Volume 2,Issue 10 in October 2016
International Journal of Business and Management Invention (IJBMI)inventionjournals
International Journal of Business and Management Invention (IJBMI) is an international journal intended for professionals and researchers in all fields of Business and Management. IJBMI publishes research articles and reviews within the whole field Business and Management, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
Poster Presentation: An Integrated Approach for Enhancing Ready Mixed Concret...A Makwana
An Integrated Approach for Enhancing Ready Mixed Concrete utility using Analytic Hierarchy Process (AHP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS)
In the Internet market, content providers (CPs) continue to play a primordial role in the pro-cess of accessing different types of data: Images, Texts, Videos ..etc. Competition in this area is fierce, customers are looking for providers that offer them good content ( credibility of content and quality of service) with a reasonable price. In this work, we analyze this competition between CPs and the economic influence of their strategies on the market. We formulate our problem as a non-cooperative game among multiple CPs for the same market. Through a detailed analysis, we prove uniqueness of pure Nash Equilibrium (NE). Further-more, a fully distributed algorithm to converge to the NE point is presented. In order to quantify how efficient is the NE point, a detailed analysis of the Price of Anarchy (PoA) is adopted to ensure the performance of the system at equilibrium. Finally, we provide an extensive numerical study to describe the interactions between CPs and to point out the importance of quality of service (QoS) and credibility of content in the market.
Soft Computing: Autoclaved Aerated Concrete Block using Chi-Square Test throu...A Makwana
Achieving an economy in Construction nowadays takes a lot of effort. Various researches are being made to improve the quality of Concrete block so that it can achieve high strength in low weight. One such product was invented known as an Autoclave Aerated Concrete (AAC) block. Autoclave Aerated Concrete (AAC) block is attributed with properties such as a load-bearing, lightweight, high-insulating, and durable. Autoclaved Aerated Concrete (AAC) block consists of basic materials that are widely available including Sand, Cement, Fly Ash, Lime, Gypsum, Aluminium Powder Paste, Water and an Expansion agent. The major volume in Autoclave Aerated Concrete (AAC) is covered by silica sand and it is one of the world’s most abundant natural resources. The finished product is up to five times the volume of the raw materials used, with an air content of 70% to 80% which makes them lightweight. The effort is made to fulfil the framed objective of this analytical research is to study, Engineer, Consultants and Trader’s perceptions towards the use of Autoclaved Aerated Concrete (AAC) block in construction projects and to analyse, the data collected as per questionnaire survey of targeted respondents study. This objective was achieved by a deriving conclusion about whether the AAC blocks are much better than clay bricks or not, by soft computing. The soft computing was done using one of the Statistical Packages for the Social Science (SPSS) method. i.e. Chi-square test. Required data for the study was collected through questionnaires that were distributed among the respondents who work at various construction projects. Mainly Engineers, Consultants, Traders and Contractors were selected as a respondent to getting efficient and reliable technical data. Result of the survey proved that the AAC block are better compare to the clay bricks.
The Effects of Service Quality Dimensions on Customer Satisfaction: An Empir...inventionjournals
International Journal of Business and Management Invention (IJBMI) is an international journal intended for professionals and researchers in all fields of Business and Management. IJBMI publishes research articles and reviews within the whole field Business and Management, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Impact of Gender on Customer Satisfaction for Service Quality: A Case Study o...deshwal852
Satisfaction of customers is an integral part for the success of the business. Customer satisfaction is based on perceived service quality. Service quality is a comparison of expectations with performance. Customer satisfaction is based on perceived service quality. Service quality is a crucial factor for the triumph of the business firm. This study is an attempt to examine the impact of gender on satisfaction level of customers
for service quality in hyper stores. All the relevant data has been collected through a sample survey of 70 customers purchasing goods from hyper stores in South West Delhi. Sample was drawn by convenient sampling. Retail Service Quality Scale was used as measurement instrument. It was developed by Dabholkar, Thrope and Rentz (1996). Likert’s five point scale was used to rate all the variables. A survey
was conducted to verify the hypothesis and research framework. Statistical techniques such as mean,
standard deviation and t- test were used. Major Findings exhibit that there is no significant difference between male and female customers for different variables of service quality in hyper stores.
This study investigates the relationship among customer satisfaction, customer trust, switching cost, and
customer loyalty in mobile telecommunication service market of Pakistan. Built on the review of pertinent
literature a research framework is developed based on the mediation of customer trust and moderation of
switching cost on the relationship of customer satisfaction with customer loyalty. The data were collected
from 515 customers in mobile telecommunication service market of Pakistan through convenience
sampling. Correlation matrix and ordinary least squares regression analyses are used to determine the
relationship among the variables. The findings confirm the framework that customer trust partially
mediates the relationship of customer satisfaction with customer loyalty. Switching cost has no moderating
effect in determining the relationship of customer satisfaction with customer trust and customer loyalty in
mobile telecommunication service market of Pakistan. This study addresses the importance of customer
satisfaction, customer loyalty, customer trust, and switching cost for the mobile telecommunication service
firms. The findings suggest that the firms should enhance customer satisfaction in order to gain customer
trust and customer loyalty. The significant relationships between the variables suggest that the research
framework is applicable to the firms of mobile telecommunication service market of Pakistan. Further, this
is probably among the first studies which look at mobile telecommunication service market of Pakistan in
context of customer satisfaction, customer trust, customer loyalty, and switching cost. The most obvious
finding to emerge from this study is that customer satisfaction and customer trust are the key determinants
in predicting customer loyalty.
The paper titled, ―A Study On Customer Loyalty & Satisfaction In Electronics Industry‖ focuses on the level of satisfaction and loyalty a customer perceives in an electronics company. The research made use of ANOVA and Independent sample T- test. The results showed that loyalty and satisfaction are not influenced by type of outlet or age or gender of the customer but by the quality of service a customer receives.
Predictive Analytics for Increased Loyalty and Customer Retention in Telecomm...Oladapo Abiodun
Literature has indicated that to engage a new customer cost at least 6 – 10 times higher than retaining the existing ones. The competitive nature of the telecommunication industry has made customer retention to be a crucial responsibility for telephone services provider. Since customer retention is a vital element for every establishment to be conscious of in retaining loyal customers, so also is the ability to perfectly predict customer retention is very necessary. Customer retention prediction models are highly needed by the telecommunication industry to efficiently manage the retention of existing customers. This paper proposes a logistic regression model to predict customer retention in the telecommunication industry. The results indicate that logistic regression can predict customer retention with the accuracy of 95.5%. Furthermore, it was observed that when billing issues are resolved it is more likely to retain customer while value-added service and short message service issues are associated with the likelihood of exhibiting customer retention.
Relationships among Supplier Selection Criteria using Interpretive Structural...inventionjournals
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Performance evaluation of clustering algorithmsijcsity
Clustering is an important data mining technique where
we will be interested in maximizing intracluster
distance and also minimizing intercluster distance. We have utilized clustering techniques for detecting
deviation in product sales and also to identify and compare sales over a particular period of time.
Cl
ustering is suited to group items that seem to fall naturally together, when there is no specified class
for
any
new
item
.
We have
utilizedannual
sales data of a steel major to
analyze Sales V
olume
& Value
with
respect to dependent attributes like products
, customers and quantities sold.
The demand for steel products
is cyclical and
depends on
many factors like customer profile, price
,Discounts
and tax issues.
In this
paper, we have analyzed
sales data
with
clustering
algorithms like K
-
Means
&
EMwhich
revealed many
interesting patterns
useful for improving
sales revenue
and
achieving higher
sales
volume
. Our study
confirms that
partition methods like
K
-
Means & EM algorithms
are better suited to analyze
our sales data
in comparison to D
ensity based methods like
DBSCAN & OPTICS or
H
ierarchical methods like COBWEB
Supplier Selection and Order Allocation Models in Supply Chain Management: A ...IJERA Editor
Supplier selection decisions are an important component of production and logistics management for many
firms. Such decisions entail the selection of individual suppliers to employ and the determination of order
quantities to be placed with the selected suppliers. This paper reviews supplier selection and order allocation
models based on an extensive search in the literature (170 paper during 2000-2016) and tries to show their
contribution to supply chain management. After discussing different methods and their applications, the most
prevalently used approaches and criteria are presented. In the second step, different attributes of these papers are
defined and finally issues for future research are recommended
The Effect of Service Quality on Loyalty using Satisfaction as an Intervening...IJAEMSJORNAL
This research aims to discover and analyse the effect of service quality on loyalty of entrepreneurs in Bonded Zone using entrepreneurs’ satisfaction as the intervening variable. Research population is Bonded Stockpile Entrepreneurs in the Operational Area of Supervision and the Office of Customs and Excise Type Madya A Bekasi, particularly entrepreneurs in Bonded Zone. According to Slovin's formula, the number of respondents is 70. Data analysis is conducted using path analysis. Result of the research indicates that all proposed hypotheses are accepted and proven true.
Selection of supplier in b2b e commerce using work flow petri netijmvsc
The internet has become the prime driver of contemporary E-commerce. E-procurement is important
aspect of e-commerce where exchange of the information about the order is done. Data Interchange to the
internet, the focus is still on the technology required to exchange information rather than supporting
process crossing organizational borders. Selection of the supplier is the most important aspect of both the
traditional EDI and B2B E-commerce. In this paper we design an workflow model of e-procurement for
selection of the supplier is done by considering the traditional aspects of performance quality and
performance analysis tool work flow ne a concept of Petri net.
TDI Asia Conference 2016 - Remote attendance & live streamingThe Digital Insurer
The Digital Insurer Conference 2016 is a one-day event hosted by The Digital Insurer. The purpose is to bring our community in Asia together to educate and inform on innovative strategy employed by experts in digital insurance. Hear the latest ideas, discuss the issues and meet like-minded enthusiasts for digital insurance.
Serialized Optimization Of Supply Chain Model Using Genetic Algorithm And Geo...Jonathan Lobo
• “Serialized Optimization Of Supply Chain Model Using Genetic Algorithm And Geometric Predictions” in international journal for science and advance research in technology Volume 2,Issue 10 in October 2016
International Journal of Business and Management Invention (IJBMI)inventionjournals
International Journal of Business and Management Invention (IJBMI) is an international journal intended for professionals and researchers in all fields of Business and Management. IJBMI publishes research articles and reviews within the whole field Business and Management, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online
Poster Presentation: An Integrated Approach for Enhancing Ready Mixed Concret...A Makwana
An Integrated Approach for Enhancing Ready Mixed Concrete utility using Analytic Hierarchy Process (AHP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS)
In the Internet market, content providers (CPs) continue to play a primordial role in the pro-cess of accessing different types of data: Images, Texts, Videos ..etc. Competition in this area is fierce, customers are looking for providers that offer them good content ( credibility of content and quality of service) with a reasonable price. In this work, we analyze this competition between CPs and the economic influence of their strategies on the market. We formulate our problem as a non-cooperative game among multiple CPs for the same market. Through a detailed analysis, we prove uniqueness of pure Nash Equilibrium (NE). Further-more, a fully distributed algorithm to converge to the NE point is presented. In order to quantify how efficient is the NE point, a detailed analysis of the Price of Anarchy (PoA) is adopted to ensure the performance of the system at equilibrium. Finally, we provide an extensive numerical study to describe the interactions between CPs and to point out the importance of quality of service (QoS) and credibility of content in the market.
Soft Computing: Autoclaved Aerated Concrete Block using Chi-Square Test throu...A Makwana
Achieving an economy in Construction nowadays takes a lot of effort. Various researches are being made to improve the quality of Concrete block so that it can achieve high strength in low weight. One such product was invented known as an Autoclave Aerated Concrete (AAC) block. Autoclave Aerated Concrete (AAC) block is attributed with properties such as a load-bearing, lightweight, high-insulating, and durable. Autoclaved Aerated Concrete (AAC) block consists of basic materials that are widely available including Sand, Cement, Fly Ash, Lime, Gypsum, Aluminium Powder Paste, Water and an Expansion agent. The major volume in Autoclave Aerated Concrete (AAC) is covered by silica sand and it is one of the world’s most abundant natural resources. The finished product is up to five times the volume of the raw materials used, with an air content of 70% to 80% which makes them lightweight. The effort is made to fulfil the framed objective of this analytical research is to study, Engineer, Consultants and Trader’s perceptions towards the use of Autoclaved Aerated Concrete (AAC) block in construction projects and to analyse, the data collected as per questionnaire survey of targeted respondents study. This objective was achieved by a deriving conclusion about whether the AAC blocks are much better than clay bricks or not, by soft computing. The soft computing was done using one of the Statistical Packages for the Social Science (SPSS) method. i.e. Chi-square test. Required data for the study was collected through questionnaires that were distributed among the respondents who work at various construction projects. Mainly Engineers, Consultants, Traders and Contractors were selected as a respondent to getting efficient and reliable technical data. Result of the survey proved that the AAC block are better compare to the clay bricks.
The Effects of Service Quality Dimensions on Customer Satisfaction: An Empir...inventionjournals
International Journal of Business and Management Invention (IJBMI) is an international journal intended for professionals and researchers in all fields of Business and Management. IJBMI publishes research articles and reviews within the whole field Business and Management, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Impact of Gender on Customer Satisfaction for Service Quality: A Case Study o...deshwal852
Satisfaction of customers is an integral part for the success of the business. Customer satisfaction is based on perceived service quality. Service quality is a comparison of expectations with performance. Customer satisfaction is based on perceived service quality. Service quality is a crucial factor for the triumph of the business firm. This study is an attempt to examine the impact of gender on satisfaction level of customers
for service quality in hyper stores. All the relevant data has been collected through a sample survey of 70 customers purchasing goods from hyper stores in South West Delhi. Sample was drawn by convenient sampling. Retail Service Quality Scale was used as measurement instrument. It was developed by Dabholkar, Thrope and Rentz (1996). Likert’s five point scale was used to rate all the variables. A survey
was conducted to verify the hypothesis and research framework. Statistical techniques such as mean,
standard deviation and t- test were used. Major Findings exhibit that there is no significant difference between male and female customers for different variables of service quality in hyper stores.
This study investigates the relationship among customer satisfaction, customer trust, switching cost, and
customer loyalty in mobile telecommunication service market of Pakistan. Built on the review of pertinent
literature a research framework is developed based on the mediation of customer trust and moderation of
switching cost on the relationship of customer satisfaction with customer loyalty. The data were collected
from 515 customers in mobile telecommunication service market of Pakistan through convenience
sampling. Correlation matrix and ordinary least squares regression analyses are used to determine the
relationship among the variables. The findings confirm the framework that customer trust partially
mediates the relationship of customer satisfaction with customer loyalty. Switching cost has no moderating
effect in determining the relationship of customer satisfaction with customer trust and customer loyalty in
mobile telecommunication service market of Pakistan. This study addresses the importance of customer
satisfaction, customer loyalty, customer trust, and switching cost for the mobile telecommunication service
firms. The findings suggest that the firms should enhance customer satisfaction in order to gain customer
trust and customer loyalty. The significant relationships between the variables suggest that the research
framework is applicable to the firms of mobile telecommunication service market of Pakistan. Further, this
is probably among the first studies which look at mobile telecommunication service market of Pakistan in
context of customer satisfaction, customer trust, customer loyalty, and switching cost. The most obvious
finding to emerge from this study is that customer satisfaction and customer trust are the key determinants
in predicting customer loyalty.
The paper titled, ―A Study On Customer Loyalty & Satisfaction In Electronics Industry‖ focuses on the level of satisfaction and loyalty a customer perceives in an electronics company. The research made use of ANOVA and Independent sample T- test. The results showed that loyalty and satisfaction are not influenced by type of outlet or age or gender of the customer but by the quality of service a customer receives.
Predictive Analytics for Increased Loyalty and Customer Retention in Telecomm...Oladapo Abiodun
Literature has indicated that to engage a new customer cost at least 6 – 10 times higher than retaining the existing ones. The competitive nature of the telecommunication industry has made customer retention to be a crucial responsibility for telephone services provider. Since customer retention is a vital element for every establishment to be conscious of in retaining loyal customers, so also is the ability to perfectly predict customer retention is very necessary. Customer retention prediction models are highly needed by the telecommunication industry to efficiently manage the retention of existing customers. This paper proposes a logistic regression model to predict customer retention in the telecommunication industry. The results indicate that logistic regression can predict customer retention with the accuracy of 95.5%. Furthermore, it was observed that when billing issues are resolved it is more likely to retain customer while value-added service and short message service issues are associated with the likelihood of exhibiting customer retention.
Relationships among Supplier Selection Criteria using Interpretive Structural...inventionjournals
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Performance evaluation of clustering algorithmsijcsity
Clustering is an important data mining technique where
we will be interested in maximizing intracluster
distance and also minimizing intercluster distance. We have utilized clustering techniques for detecting
deviation in product sales and also to identify and compare sales over a particular period of time.
Cl
ustering is suited to group items that seem to fall naturally together, when there is no specified class
for
any
new
item
.
We have
utilizedannual
sales data of a steel major to
analyze Sales V
olume
& Value
with
respect to dependent attributes like products
, customers and quantities sold.
The demand for steel products
is cyclical and
depends on
many factors like customer profile, price
,Discounts
and tax issues.
In this
paper, we have analyzed
sales data
with
clustering
algorithms like K
-
Means
&
EMwhich
revealed many
interesting patterns
useful for improving
sales revenue
and
achieving higher
sales
volume
. Our study
confirms that
partition methods like
K
-
Means & EM algorithms
are better suited to analyze
our sales data
in comparison to D
ensity based methods like
DBSCAN & OPTICS or
H
ierarchical methods like COBWEB
Supplier Selection and Order Allocation Models in Supply Chain Management: A ...IJERA Editor
Supplier selection decisions are an important component of production and logistics management for many
firms. Such decisions entail the selection of individual suppliers to employ and the determination of order
quantities to be placed with the selected suppliers. This paper reviews supplier selection and order allocation
models based on an extensive search in the literature (170 paper during 2000-2016) and tries to show their
contribution to supply chain management. After discussing different methods and their applications, the most
prevalently used approaches and criteria are presented. In the second step, different attributes of these papers are
defined and finally issues for future research are recommended
The Effect of Service Quality on Loyalty using Satisfaction as an Intervening...IJAEMSJORNAL
This research aims to discover and analyse the effect of service quality on loyalty of entrepreneurs in Bonded Zone using entrepreneurs’ satisfaction as the intervening variable. Research population is Bonded Stockpile Entrepreneurs in the Operational Area of Supervision and the Office of Customs and Excise Type Madya A Bekasi, particularly entrepreneurs in Bonded Zone. According to Slovin's formula, the number of respondents is 70. Data analysis is conducted using path analysis. Result of the research indicates that all proposed hypotheses are accepted and proven true.
Selection of supplier in b2b e commerce using work flow petri netijmvsc
The internet has become the prime driver of contemporary E-commerce. E-procurement is important
aspect of e-commerce where exchange of the information about the order is done. Data Interchange to the
internet, the focus is still on the technology required to exchange information rather than supporting
process crossing organizational borders. Selection of the supplier is the most important aspect of both the
traditional EDI and B2B E-commerce. In this paper we design an workflow model of e-procurement for
selection of the supplier is done by considering the traditional aspects of performance quality and
performance analysis tool work flow ne a concept of Petri net.
TDI Asia Conference 2016 - Remote attendance & live streamingThe Digital Insurer
The Digital Insurer Conference 2016 is a one-day event hosted by The Digital Insurer. The purpose is to bring our community in Asia together to educate and inform on innovative strategy employed by experts in digital insurance. Hear the latest ideas, discuss the issues and meet like-minded enthusiasts for digital insurance.
Road to Rio+20, UN Conference on Sustainable Development 2012ISCIENCES, L.L.C.
Road to Rio+20 is a summary of preparations for the United Nations Conference on Sustainable Development (UNCSD) called “Rio+20” to be held in Rio de Janeiro, Brazil June 20-22, 2012.
Worcestershire Local Enterprise Partnership’s (WLEP’s) Sixth Annual Conference has been hailed a great success.
The event, which consistently attracts a large business audience, took place on Friday (4 November 2016) at the Chateau Impney in Droitwich.
This year saw the largest attendance at any WLEP Conference with many others tuning in to watch the live broadcast. The Conference was hosted by the business author, journalist and ‘Outrageously Optimistic’, Guy Browning, with a keynote speech from the Secretary of State for Communities and Local Government, Rt. Hon Sajid Javid MP, who was joined with other speakers from high-profile local businesses, futurist experts and other respected guests.
CAN MACHINE-TO-MACHINE COMMUNICATIONS BE USED TO IMPROVE CUSTOMER EXPERIENCE ...Shaun West
The purpose of this paper is to identify ways in which Machine-to-Machine (M2M) communication can be used by product-based manufacturing firms to deepen and broaden the service aspects of their customer value proposition. The expectation is that an improved customer value proposition leads to improved customer experience, and through this to improved customer retention.
A concept based model for product development in the emerging marketeSAT Journals
Abstract Emerging market like Asia and Africa are opening a big room of opportunities to do business. The companies which are already globally recognized have started acknowledging this issue and they are making their product and business strategies according to the user perceptions of these growing markets. In these markets where the bigger players are already present, how the local players and new companies can survive and harness the market profits in this competitive environment. This research work provides a conceptual model which can help the local and new companies in increasing their market share and profits within a short time period. This model listen’s the voice of customer and it also accounts the market trend, while designing or planning a product. Multi-factor evaluation process (MFEP) is used in this product development model and an exploratory example of mobile product is also given to clarify the implementation of this model. Keywords= Product technical specifications, New product development, Product design strategy, Voice of customer, Multi- Factor evaluation process (MFEP)
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Punjab technical University - scheme and syllabus of Masters in Business Administration (MBA) Batch 2012 onwards, course code MBA 202, production & operation Management. UNIT 1. ch. 2 facility location, ch. 3 production Design and development, ch 4 process selection- Job, project, batch mass & process types of production system.
The construction industry has been struggling with
quality issues for many years, which affect and the cost, customer
satisfaction and business development. This paper focus on
identification of prerequisite for Quality control of selective
activates. This study leads to find out vital checks in activity which
has to require more concentration while execution. it suggests using
modern tool to check construction work with the help of Android
application. To develop an Android application, this study carried
out a survey for finding critical checks for selective activities. ISO
certified organization and their middle management employee
responded to master checklist. This data analysis forms a unique
trend of vital, important and necessary checks. This is base for
development of application.
Study concluded with the Vital checks in activity for quality
concern, study carried by questionnaire survey, checklist rating and
views. This solution will be unique one for construction industries, as
android users are increasing rapidly.
Value Engineering is a technique for determining the manufacturing requirements of a
product/service; it is concerned with its evaluation and finally the selection of less costly
conditions. VE is a process for achieving the optimal result in a way that quality, safety, reliability
and convertibility of every monetary unit are improved.
Here theory of Value Engineering along with case study of UTM is presented.
Customer relationship management (CRM) is an important element in all forms of industry. This process involves ensuring that the customers of a business are satisfied with the product or services that they are paying for. Since most businesses collect and store large volumes of data about their customers; it is easy for the data analysts to use that data and perform predictive analysis. One aspect of this includes customer retention and customer churn. Customer churn is defined as the concept of understanding whether or not a customer of the company will stop using the product or service in future. In this paper a supervised machine learning algorithm has been implemented using Python to perform customer churn analysis on a given data-set of Telco, a mobile telecommunication company. This is achieved by building a decision tree model based on historical data provided by the company on the platform of Kaggle. This report also investigates the utility of extreme gradient boosting (XGBoost) library in the gradient boosting framework (XGB) of Python for its portable and flexible functionality which can be used to solve many data science related problems highly efficiently. The implementation result shows the accuracy is comparatively improved in XGBoost than other learning models.
Due to availability of internet and evolution of embedded devices, Internet of things can be useful to contribute in energy domain. The Internet of Things (IoT) will deliver a smarter grid to enable more information and connectivity throughout the infrastructure and to homes. Through the IoT, consumers, manufacturers and utility providers will come across new ways to manage devices and ultimately conserve resources and save money by using smart meters, home gateways, smart plugs and connected appliances. The future smart home, various devices will be able to measure and share their energy consumption, and actively participate in house-wide or building wide energy management systems. This paper discusses the different approaches being taken worldwide to connect the smart grid. Full system solutions can be developed by combining hardware and software to address some of the challenges in building a smarter and more connected smart grid.
A Survey Report on : Security & Challenges in Internet of Thingsijsrd.com
In the era of computing technology, Internet of Things (IoT) devices are now popular in each and every domains like e-governance, e-Health, e-Home, e-Commerce, and e-Trafficking etc. Iot is spreading from small to large applications in all fields like Smart Cities, Smart Grids, Smart Transportation. As on one side IoT provide facilities and services for the society. On the other hand, IoT security is also a crucial issues.IoT security is an area which totally concerned for giving security to connected devices and networks in the IoT .As, IoT is vast area with usability, performance, security, and reliability as a major challenges in it. The growth of the IoT is exponentially increases as driven by market pressures, which proportionally increases the security threats involved in IoT The relationship between the security and billions of devices connecting to the Internet cannot be described with existing mathematical methods. In this paper, we explore the opportunities possible in the IoT with security threats and challenges associated with it.
In today’s emerging world of Internet, each and every thing is supposed to be in connected mode with the help of billions of smart devices. By connecting all the devises used in our day to day life, make our life trouble less and easy. We are incorporated in a world where we are used to have smart phones, smart cars, smart gadgets, smart homes and smart cities. Different institutes and researchers are working for creating a smart world for us but real question which we need to emphasis on is how to make dumb devises talk with uncommon hardware and communication technology. For the same what kind of mechanism to use with various protocols and less human interaction. The purpose is to provide the key area for application of IoT and a platform on which various devices having different mechanism and protocols can communicate with an integrated architecture.
Study on Issues in Managing and Protecting Data of IOTijsrd.com
This paper discusses variety of issues for preserving and managing data produced by IoT. Every second large amount of data are added or updated in the IoT databases across the heterogeneous environment. While managing the data each phase of data processing for IoT data is exigent like storing data, querying, indexing, transaction management and failure handling. We also refer to the problem of data integration and protection as data requires to be fit in single layout and travel securely as they arrive in the pool from diversified sources in different structure. Finally, we confer a standardized pathway to manage and to defend data in consistent manner.
Interactive Technologies for Improving Quality of Education to Build Collabor...ijsrd.com
Today with advancement in Information Communication Technology (ICT) the way the education is being delivered is seeing a paradigm shift from boring classroom lectures to interactive applications such as 2-D and 3-D learning content, animations, live videos, response systems, interactive panels, education games, virtual laboratories and collaborative research (data gathering and analysis) etc. Engineering is emerging with more innovative solutions in the field of education and bringing out their innovative products to improve education delivery. The academic institutes which were once hesitant to use such technology are now looking forward to such innovations. They are adopting the new ways as they are realizing the vast benefits of using such methods and technology. The benefits are better comprehensibility, improved learning efficiency of students, and access to vast knowledge resources, geographical reach, quick feedback, accountability and quality research. This paper focuses on how engineering can leverage the latest technology and build a collaborative learning environment which can then be integrated with the national e-learning grid.
Internet of Things - Paradigm Shift of Future Internet Application for Specia...ijsrd.com
In the world more than 15% people are living with disability that also include children below age of 10 years. Due to lack of independent support services specially abled (handicap) people overly rely on other people for their basic needs, that excludes them from being financially and socially active. The Internet of Things (IoT) can give support system and a better quality of life as well as participation in routine and day to day life. For this purpose, the future solutions for current problems has been introduced in this paper. Daunting challenges have been considered as future research and glimpse of the IoT for specially abled person is given in the paper.
A Study of the Adverse Effects of IoT on Student's Lifeijsrd.com
Internet of things (IoT) is the most powerful invention and if used in the positive direction, internet can prove to be very productive. But, now a days, due to the social networking sites such as Face book, WhatsApp, twitter, hike etc. internet is producing adverse effects on the student life, especially those students studying at college Level. As it is rightly said, something which has some positive effects also has some of the negative effects on the other hand. In this article, we are discussing some adverse effects of IoT on student’s life.
Pedagogy for Effective use of ICT in English Language Learningijsrd.com
The use of information and communications technology (ICT) in education is a relatively new phenomenon and it has been the educational researchers' focus of attention for more than two decades. Educators and researchers examine the challenges of using ICT and think of new ways to integrate ICT into the curriculum. However, there are some barriers for the teachers that prevent them to use ICT in the classroom and develop supporting materials through ICT. The purpose of this study is to examine the high school English teachers’ perceptions of the factors discouraging teachers to use ICT in the classroom.
In recent years usage of private vehicles create urban traffic more and more crowded. As result traffic becomes one of the important problems in big cities in all over the world. Some of the traffic concerns are traffic jam and accidents which have caused a huge waste of time, more fuel consumption and more pollution. Time is very important parameter in routine life. The main problem faced by the people is real time routing. Our solution Virtual Eye will provide the current updates as in the real time scenario of the specific route. This research paper presents smart traffic navigation system, based on Internet of Things, which is featured by low cost, high compatibility, easy to upgrade, to replace traditional traffic management system and the proposed system can improve road traffic tremendously.
Ontological Model of Educational Programs in Computer Science (Bachelor and M...ijsrd.com
In this work there is illustrated an ontological model of educational programs in computer science for bachelor and master degrees in Computer science and for master educational program “Computer science as second competence†by Tempus project PROMIS.
Understanding IoT Management for Smart Refrigeratorijsrd.com
Lately the concept of Internet of Things (IoT) is being more elaborated and devices and databases are proposed thereby to meet the need of an Internet of Things scenario. IoT is being considered to be an integral part of smart house where devices will be connected to each other and also react upon certain environmental input. This will eventually include the home refrigerator, air conditioner, lights, heater and such other home appliances. Therefore, we focus our research on the database part for such an IoT’ fridge which we called as smart Fridge. We describe the potentials achievable through a database for an IoT refrigerator to manage the refrigerator food and also aid the creation of a monthly budget of the house for a family. The paper aims at the data management issue based on a proposed design for an intelligent refrigerator leveraging the sensor technology and the wireless communication technology. The refrigerator which identifies products by reading the barcodes or RFID tags is proposed to order the required products by connecting to the Internet. Thus the goal of this paper is to minimize human interaction to maintain the daily life events.
DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...ijsrd.com
Double wishbone designs allow the engineer to carefully control the motion of the wheel throughout suspension travel. 3-D model of the Lower Wishbone Arm is prepared by using CAD software for modal and stress analysis. The forces and moments are used as the boundary conditions for finite element model of the wishbone arm. By using these boundary conditions static analysis is carried out. Then making the load as a function of time; quasi-static analysis of the wishbone arm is carried out. A finite element based optimization is used to optimize the design of lower wishbone arm. Topology optimization and material optimization techniques are used to optimize lower wishbone arm design.
A Review: Microwave Energy for materials processingijsrd.com
Microwave energy is a latest largest growing technique for material processing. This paper presents a review of microwave technologies used for material processing and its use for industrial applications. Advantages in using microwave energy for processing material include rapid heating, high heating efficiency, heating uniformity and clean energy. The microwave heating has various characteristics and due to which it has been become popular for heating low temperature applications to high temperature applications. In recent years this novel technique has been successfully utilized for the processing of metallic materials. Many researchers have reported microwave energy for sintering, joining and cladding of metallic materials. The aim of this paper is to show the use of microwave energy not only for non-metallic materials but also the metallic materials. The ability to process metals with microwave could assist in the manufacturing of high performance metal parts desired in many industries, for example in automotive and aeronautical industries.
Web Usage Mining: A Survey on User's Navigation Pattern from Web Logsijsrd.com
With an expontial growth of World Wide Web, there are so many information overloaded and it became hard to find out data according to need. Web usage mining is a part of web mining, which deal with automatic discovery of user navigation pattern from web log. This paper presents an overview of web mining and also provide navigation pattern from classification and clustering algorithm for web usage mining. Web usage mining contain three important task namely data preprocessing, pattern discovery and pattern analysis based on discovered pattern. And also contain the comparative study of web mining techniques.
APPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEMijsrd.com
Application of FACTS controller called Static Synchronous Compensator STATCOM to improve the performance of power grid with Wind Farms is investigated .The essential feature of the STATCOM is that it has the ability to absorb or inject fastly the reactive power with power grid . Therefore the voltage regulation of the power grid with STATCOM FACTS device is achieved. Moreover restoring the stability of the power system having wind farm after occurring severe disturbance such as faults or wind farm mechanical power variation is obtained with STATCOM controller . The dynamic model of the power system having wind farm controlled by proposed STATCOM is developed . To validate the powerful of the STATCOM FACTS controller, the studied power system is simulated and subjected to different severe disturbances. The results prove the effectiveness of the proposed STATCOM controller in terms of fast damping the power system oscillations and restoring the power system stability.
Making model of dual axis solar tracking with Maximum Power Point Trackingijsrd.com
Now a days solar harvesting is more popular. As the popularity become higher the material quality and solar tracking methods are more improved. There are several factors affecting the solar system. Major influence on solar cell, intensity of source radiation and storage techniques The materials used in solar cell manufacturing limit the efficiency of solar cell. This makes it particularly difficult to make considerable improvements in the performance of the cell, and hence restricts the efficiency of the overall collection process. Therefore, the most attainable maximum power point tracking method of improving the performance of solar power collection is to increase the mean intensity of radiation received from the source used. The purposed of tracking system controls elevation and orientation angles of solar panels such that the panels always maintain perpendicular to the sunlight. The measured variables of our automatic system were compared with those of a fixed angle PV system. As a result of the experiment, the voltage generated by the proposed tracking system has an overall of about 28.11% more than the fixed angle PV system. There are three major approaches for maximizing power extraction in medium and large scale systems. They are sun tracking, maximum power point (MPP) tracking or both.
A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...ijsrd.com
In day today's relevance, it is mandatory to device the usage of diesel in an economic way. In present scenario, the very low combustion efficiency of CI engine leads to poor performance of engine and produces emission due to incomplete combustion. Study of research papers is focused on the improvement in efficiency of the engine and reduction in emissions by adding ethanol in a diesel with different blends like 5%, 10%, 15%, 20%, 25% and 30% by volume. The performance and emission characteristics of the engine are tested observed using blended fuels and comparative assessment is done with the performance and emission characteristics of engine using pure diesel.
Study and Review on Various Current Comparatorsijsrd.com
This paper presents study and review on various current comparators. It also describes low voltage current comparator using flipped voltage follower (FVF) to obtain the single supply voltage. This circuit has short propagation delay and occupies a small chip area as compare to other current comparators. The results of this circuit has obtained using PSpice simulator for 0.18 μm CMOS technology and a comparison has been performed with its non FVF counterpart to contrast its effectiveness, simplicity, compactness and low power consumption.
Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...ijsrd.com
Power dissipation is a challenging problem for today's system-on-chip design and test. This paper presents a novel architecture which generates the test patterns with reduced switching activities; it has the advantage of low test power and low hardware overhead. The proposed LP-TPG (test pattern generator) structure consists of modified low power linear feedback shift register (LP-LFSR), m-bit counter, gray counter, NOR-gate structure and XOR-array. The seed generated from LP-LFSR is EXCLUSIVE-OR ed with the data generated from gray code generator. The XOR result of the sequence is single input changing (SIC) sequence, in turn reduces the switching activity and so power dissipation will be very less. The proposed architecture is simulated using Modelsim and synthesized using Xilinx ISE9.2.The Xilinx chip scope tool will be used to test the logic running on FPGA.
Defending Reactive Jammers in WSN using a Trigger Identification Service.ijsrd.com
In the last decade, the greatest threat to the wireless sensor network has been Reactive Jamming Attack because it is difficult to be disclosed and defend as well as due to its mass destruction to legitimate sensor communications. As discussed above about the Reactive Jammers Nodes, a new scheme to deactivate them efficiently is by identifying all trigger nodes, where transmissions invoke the jammer nodes, which has been proposed and developed. Due to this identification mechanism, many existing reactive jamming defending schemes can be benefited. This Trigger Identification can also work as an application layer .In this paper, on one side we provide the several optimization problems to provide complete trigger identification service framework for unreliable wireless sensor networks and on the other side we also provide an improved algorithm with regard to two sophisticated jamming models, in order to enhance its robustness for various network scenarios.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...NelTorrente
In this research, it concludes that while the readiness of teachers in Caloocan City to implement the MATATAG Curriculum is generally positive, targeted efforts in professional development, resource distribution, support networks, and comprehensive preparation can address the existing gaps and ensure successful curriculum implementation.
Normal Labour/ Stages of Labour/ Mechanism of LabourWasim Ak
Normal labor is also termed spontaneous labor, defined as the natural physiological process through which the fetus, placenta, and membranes are expelled from the uterus through the birth canal at term (37 to 42 weeks
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
A workshop hosted by the South African Journal of Science aimed at postgraduate students and early career researchers with little or no experience in writing and publishing journal articles.
South African Journal of Science: Writing with integrity workshop (2024)
Mass Customization in Real Estate industry
1. IJSRD - International Journal for Scientific Research & Development| Vol. 2, Issue 09, 2014 | ISSN (online): 2321-0613
All rights reserved by www.ijsrd.com 501
Mass Customization in Real Estate Industry
Mr. Varunkumar J. Parekh1 Dr. Jayesh A. Shah2 Mr. Hiren A. Rathod3 Mr. Kaushal A. Desai4
1,4
Final Year M.E Student 2
Campus Director and Principal 3
Assistant professor
1,4
Construction Management- Civil Engineering Department 3
Civil Engineering Department
1,2,3,4
Vidhyabharti Institute of Technology and Research Centre, Umrakh
Abstract— The customization of products and services—
characterized by a customer-integrated process for product
design, manufacturing, marketing, and support services—
now represents an important competitive strategy in
business environments. This trend has given birth to a new
concept in the operations management field, called mass
customization, which refers to the ability to provide
individually designed products and services to every
customer through high process flexibility and integration.
Once we understand the needs of the customers we will be
able to synchronize their needs with standardization. The
result of this is Mass Customization which will find a fit
between the standard products and the customer’s needs. In
this research hypothesis was formulated that the builders
will provide the amenities demanded by customer at no
extra cost and the data was collected through mails and
personal meetings by formulating questionnaire. The data
collected was tested by Reliability test, Z-test and Annova
test.
Key Words – risk management, real estate risk management,
Earthquake resistant Designs
I. INTRODUCTION
A. What is mass customization?
Mass customization, in marketing, manufacturing, call
center and management, is the use of flexible computer-
aided manufacturing systems to produce custom output.
Those systems combine the low unit costs of mass
production processes with the flexibility of individual
customization.
Mass customization is the new frontier in business
competition for both manufacturing and service industries.
At its core is a tremendous increase in variety and
customization without a corresponding increase in costs. At
its limit, it is the mass production of individually customized
goods and services. At its best, it provides strategic
advantage and economic value.
Mass customization is the method of "effectively
postponing the task of differentiating a product for a specific
customer until the latest possible point in the supply
network." (Chase, 2006).Kamis, Koufarisand Stern (2008)
conducted experiments to test the impacts of mass
customization when postponed to the stage of retail, online
shopping. They found that users perceive greater usefulness
and enjoyment with a mass customization interface vs. a
more typical shopping interface, particularly in a task of
moderate complexity.
It is the process of delivering wide-market goods
and services that are modified to satisfy a specific customer
need. Mass customization is a marketing and manufacturing
technique that combines the flexibility and personalization
of "custom-made" with the low unit costs associated with
mass production. In the same line we have thought to
implement the mass customization concept for the real
estate housing sector in India. Many applications of mass
customization include software-based product
configurations that allow end-users to add and/or change
certain functionalities of a core product. Sometime it’s
called "made to order" or "built to order." In today’s
scenario the trend is changing from sellers’ market to
buyers’ market.
Today’s homebuilders are encountering a
production gap between the need for product standardization
(or mass production) that helps reduce construction costs
and the need for product customizability that satisfies
diverse demands of contemporary consumers (Noguchi,
2004). (Ref: Dr. Masa Noguchi ZEMCH Network,
Mackintosh School of Architecture, The Glasgow School of
Art).
It is very important that Indian market should
gradually shift from sellers to a buyers’ market. In order to
satisfy the customer's needs, builders’ developers shift from
mass housing to mass customization.
II. TYPICAL MODEL OF MASS CUSTOMIZATION OF HOUSES
This is the whole model onto how the process of Mass
customization takes place in the different countries around
the world. By studying the model we can try to implement
the same model for mass customization in India.
Fig 1: Process of mass customization in home building
process.
Source: Adedayo, 2011a (Civil and Environmental Research
www.iiste.org ISSN 2222-1719 (Paper) ISSN 2222-2863
(Online) Vol. 2, No.4, 2012
Literature review was done from 16 research
papers, some articles, interviews and different case studies
of different industries who have tried mass customization
was studied. First case study was about Automobile industry
who failed in mass customization practices, second case
study was about computer industry (Dell) who succeeded in
mass customization practices, third case study was about
housing in Kuwait where they achieved success to good
extent and the last case study was live case taken from India
about lucknow resort city where due to customer demand
they provided different options to the customers.
2. Mass Customization in Real Estate Industry
(IJSRD/Vol. 2/Issue 09/2014/112)
All rights reserved by www.ijsrd.com 502
III. REAL ESTATE RESEARCH SIGNIFICANCE
The objective of this research is to expand the concept of
mass customization in India for better development of real
estate industry, to create a best possible way of achieving
mass customization in real estate industry by involving
buyer in design phase itself and to test the hypothesis that
the demand of the customer will get fulfilled and they will
get variety of choices leading to customer satisfaction. And
to show up to how much extent it is possible that customer
demand will be fulfilled or it will not in India.
IV. METHODOLOGY
A. Hypotheses:
Null Hypothesis: - An amenity demanded by a
customer will be provided by the developer at no
extra cost.
Alternate Hypothesis: - An amenity demanded by
the customer will not be provided by the developer
at no extra cost.
B. Exploratory Research:
To provide significant insight into a given situation of the
extent of standardization versus customization, keeping
extra costs constant to arrive at the points of agreement
between the two parties’ viz. developer and customer, in
residential project, exploratory research is useful method.
C. Primary Data Collection:
The research is conducted in mini-metro cities of
Ahmedabad and Pune. Pune is a cosmopolitan city having a
large segment of IT people while Ahmedabad is one of the
largest trade centre of India. This allows for significant mix
with a variety of house preferences of the cities in the
western region of the country. The Private housing projects
(mainly of 3 Bedroom, Hall, Kitchen) in these two cities
were targeted based on the list of the amenities provided in
these projects were categorized.
The data was collected from 206 Customers, who
have recently moved into 3 Bedroom, Hall, Kitchen homes
in these projects. 43 developers who built the houses were
also interviewed to gather data for further comparison.
A questionnaire was developed based on the
amenities which the customer might require and/or the
developer might provide at no extra cost. A 5 point scale
was developed to rank the amenities from 1 to 5 where 1
being the lowest and 5 being the highest. This questionnaire
was used for the survey for both the developers and the
customers.
D. Secondary Data Collection:
The secondary data collected was through Research papers,
magazines, newspapers, articles, web search etc.
1) Analysis of Survey data:
The Reliability Test: Reliability analysis allows the
researcher to determine the extent to which a scale
produces consistent results if the measurements are
repeated.
Reliability analysis is conducted when you have 2
or more questions that will be summed to
determine a specific variable.
Z-test: When we know the mean and standard
deviation in a single population, we can use the
one–independent sample z test.
ANOVA: An ANOVA tests whether one or more
samples means are significantly different from each
other.
V. DATA ANALYSIS RESULT
A. Reliability Analysis: Cronbach’s Alpha
Reliability analysis allows the researcher to determine the
extent to which a scale produces consistent results if the
measurements are repeated. Reliability analysis is conducted
when you have 2 or more questions that will be summed to
determine a specific variable.
B. Interpreting Alpha
Similar to correlation analysis and the measure of R and
R sq, the higher the alpha, the more reliable the instrument
you are testing. A general rule for measuring reliability is
Alpha above .70 is considered reliable.
Alpha above .60 is probably reliable, but you
should consider evaluating each question to determine if you
could raise the alpha level by eliminating it from the
analysis.
Alpha below .59 is considered not reliable. You
should either consider eliminating some elements from the
instrument to raise reliability or revise the instrument to
increase its reliability.
Cronbach's Reliability Test
Customers Builders
k 18 k 18
Σ var 26.21 Σ var 25.75
var 153.50 var 76.90
α 0.88 α 0.70
Table 1: reliability test result
As the values of α for the Customer's as well as the
Developers are more than 0.7, we can say that the data
obtained is reliable
C. Testing the Hypothesis using Z-test
The test statistic we use depends largely on what we know
about the population. When we know the mean and standard
deviation in a single population, we can use the one–
independent sample z test.
The one–independent sample z test is a statistical
procedure used to test hypotheses concerning the mean in a
single population with a known variance.
The rejection region is the region beyond a critical
value in a hypothesis test. When the value of a test statistic
is in the rejection region, we decide to reject the null
hypothesis; otherwise, we retain the null hypothesis.
The test statistic for a one–independent sample z
test is called the z statistic. The z statistic converts any
sampling distribution into a standard normal distribution.
The z statistic is therefore a z transformation. The solution of
the formula gives the number of standard deviations, or z-
scores, that a sample mean falls above or below the
population mean stated in the null hypothesis. We can then
compare the value of the z statistic, called the obtained
value. The z statistic formula is the sample mean minus the
3. Mass Customization in Real Estate Industry
(IJSRD/Vol. 2/Issue 09/2014/112)
All rights reserved by www.ijsrd.com 503
population mean stated in the null hypothesis, divided by the
standard error of the mean:
The z statistic is an inferential statistic used to
determine the number of standard deviations in a standard
normal distribution that a sample mean deviates from the
population mean stated in the null hypothesis.
The obtained value is the value of a test statistic.
This value is compared to the critical value(s) of a
hypothesis test to make a decision. When the obtained value
exceeds a critical value, we decide to reject the null
hypothesis; otherwise, we retain the null hypothesis.
Z test for null hypothesis
Interested items in customer 188
Interested items in builder 37
Hypothesized Difference 0
Level of significance 0.05
Group 1 (Customer)
Interested items in customer 184
Sample Size 207
Group 2 ( Developer)
Interested items in builder 30
Sample Size 43
Intermediate calculation
Group 1 proportion 0.888889
Group 2 proportion 0.697674
Difference in 2 proportion 0.191214
Average in proportion 0.856
Z test statistics 3.249765
Two tail statistics
Lower critical value -1.95996
Upper critical value 1.959964
p-value 0.001155
Reject null hypothesis
Table 2: Z- test result
D. Analysis of Hypothesis by Z-test:
Here the p-value (i.e. 0.001155) is less than the level of
significance (i.e. 0.5).
Therefore according to the test we need to reject
the null hypothesis i.e. there is a need to pay extra cost by
the customer for getting the amenities.
E. Testing of Hypothesis using Analysis of Variance:
ANOVA
F. One-way ANOVA:
used to test for significant differences among
sample means
differs from t-test since more than 2 groups are
tested, simultaneously
One factor (independent variable) is analyzed, also
called the “grouping” variable
Dependent variable should be interval or ratio but
independent variable is usually nominal
1) Factorial Design:
Groups must be independent (i.e., subjects in each group are
different and unrelated)
2) Assumptions
Data must be normally distributed or nearly
Variances must be equal (i.e., homogeneity of
variance)
The value of “F” (i.e. the ratio of the explained to
the unexplained variation) is compared with the value of “F-
critical”. If the value of “F” is greater than we reject the null
hypothesis.
Table 3: annova test result
Analysis of ANOVA: Here the value of “F" (i.e.
9.6082) is greater than the value of "F critical" (i.e. 3.879)
Therefore, according to ANOVA we should reject the null
hypothesis i.e. There is a need to pay extra cost by the
customer for getting the amenities.
VI. CONCLUSION
From the study it has been observed that customer
will have to bear the extra cost of many amenities
that the developer provides.
Customization in real estate is possible only in
selective amenities which the customer feels is
necessary and the builder is ready to provide within
the budget of the flat without any extra cost.
According to the findings of the research, there is a
scope of only cosmetic customization (Pine and
Gilmore, 1999) in real estate industry i.e. a product
can be presented differently to various customers.
Mass customization will also ensure reduction of
the production gap between the product
standardization and product customizability.
Mass customization popularly known as “Build to
Order” is held true only when the developer
provides the amenity after the customer asks about
a specific amenity. For e.g. Change in size of
bathroom.
For the optimal customization, it is necessary to
involve the customer in the design phase of the
building. Doing so will help the developer to
forecast his requirements and accordingly decisions
can be made by the purchase department.
For the private housing projects (mainly 3BHK) in
two cities, Pune and Ahmedabad the builders are
willing to provide the following amenities without
extra charges:
Intercom facility
Inverter backup inside the house.
Chimney with gas stove.
Changes in bathroom with respect to size.
Changes in room with respect to shape.
4. Mass Customization in Real Estate Industry
(IJSRD/Vol. 2/Issue 09/2014/112)
All rights reserved by www.ijsrd.com 504
Geyser (solar/ electric).
Changes in kitchen with respect to shape.(
Refer to Chart 8)
To expand the concept of mass customization in
India for better development of real estate industry this
study will be helpful in addressing more research in this
field.
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