This document summarizes Binghamton University's quest to implement an electronic resource management system (ERM) to manage their e-resources lifecycle. It discusses their goals for the system, including facilitating collaborative workflows between departments and generating usage and cost statistics. It also describes their evaluation of two potential ERM systems and the implementation process, including populating the systems with metadata, usage stats, and other key information. Ongoing tasks are noted like SUSHI testing and scheduled training.
Introduction to database management system uudr i hindikashif Nadeem
This document provides an overview of database management systems including defining data, information, and databases. It discusses what a database management system is and common database languages. Examples are given of applications of database management systems in various sectors like telecom, banking, education, and more.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDBMS) is a bi-monthly peer-reviewed journal that publishes articles on database management systems and their applications. The goal is to bring together researchers and practitioners to share new results and establish collaborations. Topics include data integration, privacy, mining, architectures, and more. Authors are invited to submit original papers by the deadline of August 10, 2019.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
International Journal of Database Management Systems (IJDBMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Database management systems.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
International Journal of Database Management Systems (IJDBMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Database management systems.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Database management systems.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications. The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDMS)ijdms
Authors are invited to submit papers for this journal through e-mail ijdmsjournal@airccse.org or ijdmsjournal@aircconline.com Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this Journal
Introduction to database management system uudr i hindikashif Nadeem
This document provides an overview of database management systems including defining data, information, and databases. It discusses what a database management system is and common database languages. Examples are given of applications of database management systems in various sectors like telecom, banking, education, and more.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDBMS) is a bi-monthly peer-reviewed journal that publishes articles on database management systems and their applications. The goal is to bring together researchers and practitioners to share new results and establish collaborations. Topics include data integration, privacy, mining, architectures, and more. Authors are invited to submit original papers by the deadline of August 10, 2019.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
International Journal of Database Management Systems (IJDBMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Database management systems.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
International Journal of Database Management Systems (IJDBMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Database management systems.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Database management systems.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications. The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDMS)ijdms
Authors are invited to submit papers for this journal through e-mail ijdmsjournal@airccse.org or ijdmsjournal@aircconline.com Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this Journal
Agricultural Science and Technology Indicators (ASTI) interactive tools for Latin America.
-Tools to compare, graph, filter, and download agency-level data.
-Online survey system for data collection, reviewing, and sharing with responding agencies.
-Overview of policy and institutional environments
-Discussion forum.
-Tutorials/methodology.
-Database tracking stories on impact and use of data at country level.
The International Journal of Database Management Systems is a bi-monthly peer-reviewed journal that publishes articles on database management systems and their applications. The goal is to bring together researchers and practitioners to share new results and establish collaborations. Topics of interest include data integration, privacy, mining, architectures, and more. Authors are invited to submit original papers by the deadline of April 28, 2019.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advancedData Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDMS) ijdms
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this filed and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advancedData Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
International Journal of Database Management Systems (IJDBMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Database management systems.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The document summarizes the International Journal of Database Management Systems (IJDBMS), a bi-monthly peer-reviewed journal focused on database management systems and their applications. The journal publishes new research in areas related to database management, including data integration, privacy, mining, and more. Authors are invited to submit original research articles by August 12, 2020 for consideration, with notification by August 25 and final papers due by August 31 for publication.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems.
This document provides an overview of data mining, including what it is, how it works, advantages and disadvantages. Data mining involves analyzing large amounts of data from different perspectives to discover useful patterns and relationships. It works by extracting, transforming and loading transaction data into a data warehouse where it can then be analyzed and presented. Data mining can help companies understand customer behavior and make better business decisions. While it provides benefits like increased revenue and cost reductions, privacy and security issues must also be addressed.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications. The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications. The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications. The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)MiajackB
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
Business intelligence (BI) systems allow companies to gather, store, access, and analyze corporate data to aid in decision-making. These systems illustrate intelligence in areas like customer profiling, market research, and product profitability. A hotel franchise uses BI to compile statistics on metrics like occupancy and room rates to analyze performance and competitive position. Banks also use BI to determine their most profitable customers and which customers to target for new products.
This document provides an overview of a presentation about business intelligence (BI) and the software InfoManager. The presentation covers the challenges companies face in providing timely information to meet business goals, and how BI solutions can help aggregate and deliver information to users. It includes an agenda that outlines foundational information, discussing BI solutions from InfoManager that are either software as a service or on-premise. The presentation demonstrates InfoManager's capabilities like dashboards, drilling down into data, exception reporting, and exporting reports to Excel. It also discusses best practices for BI adoption and how InfoManager can help more types of users access information.
Agricultural Science and Technology Indicators (ASTI) interactive tools for Latin America.
-Tools to compare, graph, filter, and download agency-level data.
-Online survey system for data collection, reviewing, and sharing with responding agencies.
-Overview of policy and institutional environments
-Discussion forum.
-Tutorials/methodology.
-Database tracking stories on impact and use of data at country level.
The International Journal of Database Management Systems is a bi-monthly peer-reviewed journal that publishes articles on database management systems and their applications. The goal is to bring together researchers and practitioners to share new results and establish collaborations. Topics of interest include data integration, privacy, mining, architectures, and more. Authors are invited to submit original papers by the deadline of April 28, 2019.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advancedData Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDMS) ijdms
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this filed and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advancedData Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
International Journal of Database Management Systems (IJDBMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Database management systems.
International Journal of Database Management Systems (IJDBMS)ijfcst journal
The document summarizes the International Journal of Database Management Systems (IJDBMS), a bi-monthly peer-reviewed journal focused on database management systems and their applications. The journal publishes new research in areas related to database management, including data integration, privacy, mining, and more. Authors are invited to submit original research articles by August 12, 2020 for consideration, with notification by August 25 and final papers due by August 31 for publication.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications . The journal focuses on all technical and practical aspects of Database Management Systems.
This document provides an overview of data mining, including what it is, how it works, advantages and disadvantages. Data mining involves analyzing large amounts of data from different perspectives to discover useful patterns and relationships. It works by extracting, transforming and loading transaction data into a data warehouse where it can then be analyzed and presented. Data mining can help companies understand customer behavior and make better business decisions. While it provides benefits like increased revenue and cost reductions, privacy and security issues must also be addressed.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications. The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications. The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Data Mining Systems & Applications (IJDSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Data Mining Systems & Applications. The journal focuses on all technical and practical aspects of Database Management Systems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced Data Mining Systems & Applications and establishing new collaborations in these areas.
International Journal of Database Management Systems (IJDBMS)MiajackB
The International Journal of Database Management Systems (IJDMS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the database management systems & its applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern developments in this field, and establishing new collaborations in these areas.
Business intelligence (BI) systems allow companies to gather, store, access, and analyze corporate data to aid in decision-making. These systems illustrate intelligence in areas like customer profiling, market research, and product profitability. A hotel franchise uses BI to compile statistics on metrics like occupancy and room rates to analyze performance and competitive position. Banks also use BI to determine their most profitable customers and which customers to target for new products.
This document provides an overview of a presentation about business intelligence (BI) and the software InfoManager. The presentation covers the challenges companies face in providing timely information to meet business goals, and how BI solutions can help aggregate and deliver information to users. It includes an agenda that outlines foundational information, discussing BI solutions from InfoManager that are either software as a service or on-premise. The presentation demonstrates InfoManager's capabilities like dashboards, drilling down into data, exception reporting, and exporting reports to Excel. It also discusses best practices for BI adoption and how InfoManager can help more types of users access information.
Experimental transformation of ABS data into Data Cube Vocabulary (DCV) form...Alistair Hamilton
Presentation by Al Hamilton and Cody Johnson to Canberra Semantic Web Meetup Group on why producers of official statistics are interested in semantic web community (including Linked Open Data) and outlining experimental work by Cody Johnson on transforming selected Population Census data released by the ABS in SDMX-ML to RDF Data Cube Vocabulary format.
This document provides an overview of digital technologies and innovation in digital economics. It discusses the data revolution and how time, space and organization are changing. Analytics and data science are transforming decision making. Data comes in many forms, including structured and unstructured data. Big data is growing exponentially and data scientists are needed to help organizations leverage data to drive business decisions. Data must be interpreted and transformed into meaningful insights and actions.
Introduction to Business and Data Analysis Undergraduate.pdfAbdulrahimShaibuIssa
The document provides an introduction to business and data analytics. It discusses how businesses are recognizing the value of data analytics and are hiring and upskilling people to expand their data analytics capabilities. It also notes the significant demand for skilled data analysts. The document outlines the modern data ecosystem, including different data sources, key players in turning data into insights, and emerging technologies shaping the ecosystem. It defines data analysis and provides an overview of the data analyst ecosystem.
Interactive dashboards allow for more user interaction than simple dashboards through features like navigation, drill-down capabilities, filtering, and different display formats. They are useful for handling large volumes of data and providing insights not obvious before. Effective dashboards are designed based on use cases, group data logically, avoid overload, and consider reporting and decision-making cycles. A case study demonstrated a national project monitoring dashboard that standardized data feeds and had an intuitive interface for different user groups. Choosing the right platform depends on desired features like mobile access, social integration, and traditional or free-form analysis. Dashboards have applications in real estate, transportation, facilities management, and smart cities.
About
Evolution of Data, Data Science , Business Analytics, Applications, AI, ML, DL, Data science – Relationship, Tools for Data Science, Life cycle of data science with case study,
Algorithms for Data Science, Data Science Research Areas,
Future of Data Science.
This document discusses managerial decision making and working with data. It provides an overview of different types of data including structured, semi-structured, and unstructured data. It also discusses some of the difficulties in managing large amounts of data from various sources. The document then discusses key definitions related to data management. It provides an explanation of what constitutes "big data" according to the four V's of big data: volume, velocity, variety, and value. Examples are given for each of the four V's. The document concludes with discussing different ways data can be analyzed to support decision making.
Business analytics is the process of examining large volumes of various types of data to discover hidden patterns and correlations. This analysis can provide competitive advantages by helping organizations make more effective marketing and pricing decisions, leading to higher revenues. The data comes from traditional and unstructured sources and is organized and analyzed using statistical tools to make real-time decisions. Descriptive analytics describes past trends while predictive and prescriptive analytics determine future outcomes and best actions. Most data is structured but unstructured and semi-structured data from sources like text is growing.
Management Information System
1) MIS is a software tool that provides processed information from data to help management make decisions. It provides reports, dashboards, and analyses on topics like market trends, sales, inventory, and stakeholder feedback.
2) There are different types of MIS like regular reports, decision support systems, and executive information systems. MIS has advantages like improved decision making, communication, and ability to adapt to customer needs.
3) Key issues for managers regarding IT include selecting technologies to meet business needs, facilitating adoption of new processes when technologies change work, and ensuring maximum benefit is extracted once implemented. Information systems are transforming businesses through increased digitalization and flexibility.
Self-service analytics tools are empowering business users to perform complex data analysis without relying on traditional BI teams. This changes risks that must be addressed, including ensuring proper access controls and understanding where data is sourced from. Key considerations for implementing these tools include whether data contains sensitive personal information, who the audience and purpose of analyses are, and who is responsible for data quality.
This document provides an overview of data analytics and time series analysis. It discusses the importance of topics like data science, analytics, and analysis. It covers key concepts in data analytics including data types, storage, visualization, and big data. It also discusses machine learning, predictive modeling techniques, and the typical lifecycle of a machine learning project including obtaining data, data cleaning, exploration, modeling, and interpreting results. The goal is to understand and discover useful insights from data to support decision making.
Advanced Use Cases for Analytics Breakout SessionSplunk
This document discusses Splunk's analytics capabilities and how to develop analytics for business users. It introduces personas as user types in a Splunk deployment beyond core IT. Requirements should be gathered for each persona, including their business problem, relevant data sources, and how they prefer to consume results. Searches and data models can then be developed and delivered through dashboards, visualizations, or third-party tools. Advanced analytics techniques discussed include anomaly detection, data visualization, predictive analytics, and demos. The document encourages reaching out for help from Splunk technical teams to grow analytics beyond IT.
DATA SCIENCE IS CATALYZING BUSINESS AND INNOVATION Elvis Muyanja
Today, data science is enabling companies, governments, research centres and other organisations to turn their volumes of big data into valuable and actionable insights. It is important to uncover hidden patterns, unknown correlations, market trends, customer preferences and other useful business information. According to the McKinsey Global Institute, the U.S. alone could face a shortage of about 190,000 data scientists and 1.5 million managers and analysts who can understand and make decisions using big data by 2018. In coming years, data scientists will be vital to all sectors —from law and medicine to media and nonprofits. Has the African continent planned to train the next generation of data scientists required on the continent?
[Webinar Slides] 3 Steps to Organizing, Finding, and Governing Your InformationAIIM International
Learn how to apply policy and lifecycle management to clean up your data and gain pragmatic solutions for applying the power of record methodology so you can find, govern, and manage your data and information. Most importantly, you'll learn how to turn your information liability into the asset your organization needs and deserves.
Creating Effective Data Visualizations in Excel 2016: Some BasicsShalin Hai-Jew
One of the mainstays of a modern software toolkit is Excel 2016, from Microsoft Office 2016. By reputation, Excel is considered a beginner’s tool that self-respecting data analysts would bypass, but Excel is fairly high-powered, can take up to 1.06 million rows of data per set, contains complex statistical analysis capabilities (without the need for scripting), and enables rich data visualizations. It has a number of rich add-ons to empower different analytical and data visualization functionalities. It works as a great bridging tool to more complex types of statistical analyses.
This session walks participants through some basic built-in data visualizations in Excel 2016, including pie charts and doughnuts, bar charts, tree maps and sunburst diagrams, cluster diagrams, spider (radar) charts, scattergraphs, and others. This session will cover how data structures and desired emphases will determine the options for particular data visualizations.
In this session, participants will
review how to load a data table,
read the general data in a data table (or worksheet),
process or clean the data as needed,
use the Recommended Charts feature,
decide which built-in data visualizations to use, and
consider how to add relevant data visualization elements (including data labels, background grids, axis labels, and titles) for a coherent and effective data visualization.
Also, participants will help co-build data visualizations from open-source and other datasets.
The document discusses big data and predictive analytics. It defines big data as large volumes of diverse data that require new techniques and technologies to analyze. Predictive analytics uses statistical modeling of historical data to predict future outcomes. The document provides examples of how predictive models are used in weather forecasting, customer service, and marketing. It also distinguishes predictive analytics from machine learning and discusses common predictive modeling techniques like decision trees, neural networks, and regression.
The Rise of Self -service Business Intelligenceskewdlogix
It is not easy to succeed with self-service analytics. Besides a governed self-service architecture, it requires well-designed governance processes, a standard analytics and data platform, a federated organizational structure with co-located Bl developers, and continuous training and support. This report examines the evolution of self-service BI and the necessary foundation for its success and then presents a reference architecture to support self-service analytics.
Similar to The Quest for the Holy Grail: Too Many ERM Systems Are Not Enough! (20)
How to Make a Field Mandatory in Odoo 17Celine George
In Odoo, making a field required can be done through both Python code and XML views. When you set the required attribute to True in Python code, it makes the field required across all views where it's used. Conversely, when you set the required attribute in XML views, it makes the field required only in the context of that particular view.
How to Fix the Import Error in the Odoo 17Celine George
An import error occurs when a program fails to import a module or library, disrupting its execution. In languages like Python, this issue arises when the specified module cannot be found or accessed, hindering the program's functionality. Resolving import errors is crucial for maintaining smooth software operation and uninterrupted development processes.
This presentation was provided by Steph Pollock of The American Psychological Association’s Journals Program, and Damita Snow, of The American Society of Civil Engineers (ASCE), for the initial session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session One: 'Setting Expectations: a DEIA Primer,' was held June 6, 2024.
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
Strategies for Effective Upskilling is a presentation by Chinwendu Peace in a Your Skill Boost Masterclass organisation by the Excellence Foundation for South Sudan on 08th and 09th June 2024 from 1 PM to 3 PM on each day.
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.
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPRAHUL
This Dissertation explores the particular circumstances of Mirzapur, a region located in the
core of India. Mirzapur, with its varied terrains and abundant biodiversity, offers an optimal
environment for investigating the changes in vegetation cover dynamics. Our study utilizes
advanced technologies such as GIS (Geographic Information Systems) and Remote sensing to
analyze the transformations that have taken place over the course of a decade.
The complex relationship between human activities and the environment has been the focus
of extensive research and worry. As the global community grapples with swift urbanization,
population expansion, and economic progress, the effects on natural ecosystems are becoming
more evident. A crucial element of this impact is the alteration of vegetation cover, which plays a
significant role in maintaining the ecological equilibrium of our planet.Land serves as the foundation for all human activities and provides the necessary materials for
these activities. As the most crucial natural resource, its utilization by humans results in different
'Land uses,' which are determined by both human activities and the physical characteristics of the
land.
The utilization of land is impacted by human needs and environmental factors. In countries
like India, rapid population growth and the emphasis on extensive resource exploitation can lead
to significant land degradation, adversely affecting the region's land cover.
Therefore, human intervention has significantly influenced land use patterns over many
centuries, evolving its structure over time and space. In the present era, these changes have
accelerated due to factors such as agriculture and urbanization. Information regarding land use and
cover is essential for various planning and management tasks related to the Earth's surface,
providing crucial environmental data for scientific, resource management, policy purposes, and
diverse human activities.
Accurate understanding of land use and cover is imperative for the development planning
of any area. Consequently, a wide range of professionals, including earth system scientists, land
and water managers, and urban planners, are interested in obtaining data on land use and cover
changes, conversion trends, and other related patterns. The spatial dimensions of land use and
cover support policymakers and scientists in making well-informed decisions, as alterations in
these patterns indicate shifts in economic and social conditions. Monitoring such changes with the
help of Advanced technologies like Remote Sensing and Geographic Information Systems is
crucial for coordinated efforts across different administrative levels. Advanced technologies like
Remote Sensing and Geographic Information Systems
9
Changes in vegetation cover refer to variations in the distribution, composition, and overall
structure of plant communities across different temporal and spatial scales. These changes can
occur natural.
3. The quest begins…
• Binghamton University (State University of New York)
– Premier public university of the Northeast with an enrollment of 15,000 students
• Undergraduate, Graduate, and Doctoral programs
– Arts and Sciences, Community and Public Affairs, Computer Science, Nursing,
Graduate School of Education, Management, and Engineering
• Public Services, Technical Services, &Web Services share interest in
creating a central repository to support management of the entire eresource lifecycle
– Tools to facilitate and track collaborative inter-departmental workflows
– Ability to generate statistical, cost-per-use data
5. Bibliographer Perspectives
• Technical Services knowledge varies
from that of Public Services
– ILS/ Aleph
– Billing Cycles
– Licensing Details
• Desiderata
– Quick and easy queries
– Reports can be easily formatted to share
with non-technical teaching faculty
7. When gambling with hazards…
End-users’ information needs?
System functions & flexibility?
Ability to manipulate & export data?
Future data migrations/ Exit strategy?
8. One-Stop Shopping
• Administrative data
– Contacts
– User credentials
•
•
•
•
•
•
•
•
Alerts
Checklists
Cost data
Holdings
ILL information
Licenses & MOUs
Statistics
Technical data
– IP ranges/ EZproxy links
– Incident tracker
15. Beware the Jabberwock!
• Populating the Data Retrieval Service form
– Manually key
– Export form and merge with existing spreadsheet prior to uploading into ERMS
– Enable SUSHI (auto-harvesting)
16. Know thy content provider!
**Different users require different report types and formats
19. 360 Usage Statistics
** PivotLink to be replaced by Intota
Assessment in December 2013/ January 2014
20. Click-through Statistics: Title and Database (Holdings)
Report views for data analysis/
manipulation, chart/ graph
creation, and file export icons
appear at top of screen
Filters specified by bibliographer
are listed directly below icons
Click on year or date to view
monthly/ usage breakdown
35. Summary: The Voyage to Avalon
• Lots of work remaining
– Determining priorities for effective triage
• Project-based approach
– License details/ values
– Cost data uploads from ALEPH
– Reconcile cost-data from new SUNY financial
system
• Maintenance
– SUSHI testing
– On-site training & consultation scheduled
for 11/21-11/22
Editor's Notes
Historians have long questioned the existence of the Holy Grail. As electronic resources continue to proliferate, we librarians also find ourselves pondering a similar question with regards to effective management systems that will allow us to assert effective control over e-journals, e-books, digital objects, etc. The electronic management system landscape is full of many commercial and open-source options but which is the right one for your library?
Context is key. Determining which ERMS to select and implement entails defining who we are as an organization and what our goals are. What types of education programs do we offer? What are the needs of those we’re serving, i.e. students, faculty, staff, public patrons? How do we want to accomplish the tasks necessary to effectively manage the electronic resources on which we spend the bulk of our acquisitions budget?
As the Grail Knight intones in Indiana Jones and the Last Crusade: “You must choose. But choose wisely, for as the true Grail will bring you life, the false Grail will take it from you.”
Public Services, Technical Services, &Web Services expressed a strong interest in creating a central repository to support management of the entire e-resource lifecycle. Based on the results stemming from staff interviews, live demonstrations and trials, all involved parties agreed that the ERMS should include tools to facilitate and track collaborative inter-departmental workflows and have the ability to generate statistical, cost-per-use data to support collection management and meet budget goals. Bibliographers also wanted the ability to formulate simple queries and generate reports that can be easily formatted to share with non-technical teaching faculty.Library administrators also expressed their desire to have a system that would be easily mappable for future data migrations. At SUNY it’s not a matter of ‘if’ we’ll have to move to another ILS but ‘when’ so it is absolutely necessary to ensure that data input into the ERMS can be easily exported into the new Unified Resource Manager that will replace ALEPH at some point in the future. Cite: http://www.thefinertimes.com/Middle-Ages/gambling-in-the-middle-ages.htmlPrimero the medieval poker Cite: http://www.forgedintime.com/bladesmithing-blog/2010/08/medieval-games-primero-the-medieval-poker/
Supporting acquisition and management of licensed e-resourcesProviding descriptions of resources at the package (database) level and relate package contents (e.g. e-journals) to the package recordEncoding and perhaps publicly displaying licensed rights such as e-reserves, coursepacks, and interlibrary loanTracking electronic resources from point of order through licensing and final accessProviding information about the data providers, consortial arrangements, access platformProviding contact information for all content providersLogging problems with resources and providersProviding customizable e-mail alerting systems (e.g. notices to managers when actions are expected or required)Linking license documents to resource recordsSupports retrieval of SUSHI usage statistics
As mentioned previously, Binghamton University already had ERM Essentials when I arrived as the new Electronic Resources Librarian in December 2012. However, given the rapidly evolving ERMS landscape in conjunction with the hiring of new personnel, Binghamton’s library administration wanted to re-assess the viability of the existing ERMS as well as the functionality of other commercial and open-sourcesystems. Following several in-depth interviews, vendor demonstrations, and hands-on trials, the user audience stated a preference for the Serials Solutions product interface.
EBSCO remains our primary subscription agent and we still harvest some data from EBSCOnet (ERM Essentials), including multiple year pricing history with fund codes and general license agreement information. However, we were already using 360 Link due to a wider SUNY system decision and were tracking our holdings using Serials Solutions’ KnowledgeBase.Here is the interface of EBSCO’s ERM Essentials.
And here is the interface of 360 Resource Manager with 360 Counter. Following numerous in-depth interviews, vendor demonstrations, and hands-on trials, the overall staff consensus was that although functionality between ERM Essentials and 360 Resource Manager was similar, the interface of the latter was easier to navigate for all intended user audiences.
During the assessment period, I started consolidating silos by hunting down the innumerable spreadsheets with administrative, statistical, and payment information scattered across multiple departments, various folders on the library shared drive, on the library staff intranet, and on individual staff computers. I was aided by the newly formed ERM Working Group comprised of representatives from each department. The group works together to identify gaps in documentation and eliminate duplication of efforts. Collocate your local documentation and check the existing vendor documentation to verify what you can use locally. The ERM Working Group also helps determine what should be counted and why.
Counting Online Usage of NeTworked Electronic Resources (COUNTER) is an international initiative designed to improve the reliability of online usage statistics and is supported by the vendor, intermediary and librarian communities. The COUNTER Code of Practice is a publication provides the standards and protocols that define report types and specify their content, format, delivery mechanisms and data processing rules. Serials Solutions is not yet accepting R4 (the most current release) but will be able to do so starting in December 2013/ January 2014.DLF ERMI, SUSHI, COUNTERIn Serials Solutions, Non-COUNTER standards are tracked via the 360 Usage Statistics and Vendor Metadata Statistics modulesBanners (L to R): St. George; Brutus and Pandrasus; Verdon family; Edmund (Duke of York); LlewelynapGruffyd; Prince of Wales; Princes of Powis; King Arthur; East Saxon king Sebbi; Duchy of Cornwall; Cadwaladr
Both ERM Essentials and 360 COUNTER offer an add-on service by which usage statistics are collected biannually by vendor staff. EBSCO calls this service its “Usage Consolidation” service while Serials Solutions has dubbed it the “Data Retrieval Service”. Here’s the Data Retrieval form in 360 Counter. If a vendor offersSUSHI, this is indicated by the presence of the letter ‘S’ in the cleft-hand olumn labeled SUSHI.
Many vendors offer both COUNTER and non-COUNTER types of reports. You can use Vendor Metadata Statistics, 360 Usage Statistics, and 360 COUNTER together to draw in usage metrics from all available sources but keep in mind that you can only use 360 Counter to generate cost-per-use. Here is the usage report page for CSA Illumina and you can see that COUNTER and non-COUNTER reports are offered. These can be divvied up among the different modules.
Enabling SUSHI in 360 Counteris fairly easy. All you have to do is obtain a Requestor ID and Customer ID as shown in the example and then input these credentials into the DRS form and select which types of reports to receive.
The 360 Usage Statistics modulereports that search data that is automatically compiled by the 360 Core and 360 Links services.
Here are examples of reports generated through the 360 Usage Statistics module. A bibliographer requested statistics for the topic of “Education” aswell the 2012-2013 usage for several education journals by Title and Database (Holdings) as well as usage by Title and ISSN, including “The Journal of higher education (Columbus)”
And here is the subject search report our bibliographer requested that shows the browsing done on all titles categorized as “education” accessible via our E-Journal Portal from January 2012 to October 2013.
Serials Solutions requires CSV files for COUNTER reports which must be perfectly formatted in order to load. In the first example we see here, the release number is missing and in the second example the rundate format for the relevant cell in the spreadsheet includes a time stamp, which is incorrect.
Here is a screenshot of a report upload log, complete with status updates, dates, and time stamps. The link circled in red, i.e. File Data/ Show Data allows you to easily retrieve the report and view the data, including any errors that must be corrected before attempting to re-upload the report.
Here is an example of a successfully uploaded COUNTER report (JR2) without any red or yellow highlighting to be seen.
The status is clearly labeled as an error and again we can simply click on the Show Data link to view and correct report errors prior to re-uploading. Here we see that the SUSHI connection failed.
And here we see a couple of different types of common vendor/ platform mismatches.
Clicking on the Report Summary button in the 360 Counter home page gives us a handy checklist that shows what types of reports have been uploaded for which vendors as well as the date of the last upload.
So once you’ve uploaded your COUNTER statistics, you can get to the fun stuff. Start by clicking on the Consolidated Reports button on the 360 Counter home page which produces the list of available COUNTER –based reports. Options include…
Here’s an example of a customized search report.
Here’s an example of a useful Pre-filtered Report that now exists thanks to customer enhancement requests -- 100 Most Expensive Journals Based on Cost-Per-Use (2012-2013)