software development practices like procedural coding are like training wheels, they help when we start development, but are detrimental later. This presentation lists few such practices and their alternatives
Open Event is a distribution of Drupal that enables any one to automatically expose their site content in a reliable and structured way as a JSON API, enabling an extra degree of control over the output.
The openCypher Project - An Open Graph Query LanguageNeo4j
We want to present the openCypher project, whose purpose is to make Cypher available to everyone – every data store, every tooling provider, every application developer. openCypher is a continual work in progress. Over the next few months, we will move more and more of the language artifacts over to GitHub to make it available for everyone.
openCypher is an open source project that delivers four key artifacts released under a permissive license: (i) the Cypher reference documentation, (ii) a Technology compatibility kit (TCK), (iii) Reference implementation (a fully functional implementation of key parts of the stack needed to support Cypher inside a data platform or tool) and (iv) the Cypher language specification.
We are also seeking to make the process of specifying and evolving the Cypher query language as open as possible, and are actively seeking comments and suggestions on how to improve the Cypher query language.
The purpose of this talk is to provide more details regarding the above-mentioned aspects.
We want to present the openCypher project, whose purpose is to make Cypher available to everyone – every data store, every tooling provider, every application developer. openCypher is a continual work in progress. Over the next few months, we will move more and more of the language artifacts over to GitHub to make it available for everyone.
openCypher is an open source project that delivers four key artifacts released under a permissive license: (i) the Cypher reference documentation, (ii) a Technology compatibility kit (TCK), (iii) Reference implementation (a fully functional implementation of key parts of the stack needed to support Cypher inside a data platform or tool) and (iv) the Cypher language specification.
We are also seeking to make the process of specifying and evolving the Cypher query language as open as possible, and are actively seeking comments and suggestions on how to improve the Cypher query language.
The purpose of this talk is to provide more details regarding the above-mentioned aspects.
During this presentation, Will covers the updates made in the Neo4j 3.0 release. He introduces Bolt (Neo4j's new binary protocol), and shows how developers can start using the Neo4j official drivers, build a stored procedure and take advantage of advanced support for cloud, container and on-premise.
Open Event is a distribution of Drupal that enables any one to automatically expose their site content in a reliable and structured way as a JSON API, enabling an extra degree of control over the output.
The openCypher Project - An Open Graph Query LanguageNeo4j
We want to present the openCypher project, whose purpose is to make Cypher available to everyone – every data store, every tooling provider, every application developer. openCypher is a continual work in progress. Over the next few months, we will move more and more of the language artifacts over to GitHub to make it available for everyone.
openCypher is an open source project that delivers four key artifacts released under a permissive license: (i) the Cypher reference documentation, (ii) a Technology compatibility kit (TCK), (iii) Reference implementation (a fully functional implementation of key parts of the stack needed to support Cypher inside a data platform or tool) and (iv) the Cypher language specification.
We are also seeking to make the process of specifying and evolving the Cypher query language as open as possible, and are actively seeking comments and suggestions on how to improve the Cypher query language.
The purpose of this talk is to provide more details regarding the above-mentioned aspects.
We want to present the openCypher project, whose purpose is to make Cypher available to everyone – every data store, every tooling provider, every application developer. openCypher is a continual work in progress. Over the next few months, we will move more and more of the language artifacts over to GitHub to make it available for everyone.
openCypher is an open source project that delivers four key artifacts released under a permissive license: (i) the Cypher reference documentation, (ii) a Technology compatibility kit (TCK), (iii) Reference implementation (a fully functional implementation of key parts of the stack needed to support Cypher inside a data platform or tool) and (iv) the Cypher language specification.
We are also seeking to make the process of specifying and evolving the Cypher query language as open as possible, and are actively seeking comments and suggestions on how to improve the Cypher query language.
The purpose of this talk is to provide more details regarding the above-mentioned aspects.
During this presentation, Will covers the updates made in the Neo4j 3.0 release. He introduces Bolt (Neo4j's new binary protocol), and shows how developers can start using the Neo4j official drivers, build a stored procedure and take advantage of advanced support for cloud, container and on-premise.
These webinar slides are an introduction to Neo4j and Graph Databases. They discuss the primary use cases for Graph Databases and the properties of Neo4j which make those use cases possible. They also cover the high-level steps of modeling, importing, and querying your data using Cypher and touch on RDBMS to Graph.
How Graph Databases efficiently store, manage and query connected data at s...jexp
Graph Databases try to make it easy for developers to leverage huge amounts of connected information for everything from routing to recommendations. Doing that poses a number of challenges on the implementation side. In this talk we want to look at the different storage, query and consistency approaches that are used behind the scenes. We’ll check out current and future solutions used in Neo4j and other graph databases for addressing global consistency, query and storage optimization, indexing and more and see which papers and research database developers take inspirations from.
This presentation briefly outlines the challenges of using keys in DITA 1.2, and then explains the new scoped keys functionality of DITA 1.3. It offers examples of the keyscope attribute used at different levels in a map, as well as examples of parallel and nested key scopes. It illustrates how to use a key in a different key scope and how to create cross-deliverable references using scoped keys.
Relational databases were conceived to digitize paper forms and automate well-structured business processes, and still have their uses. But RDBMS cannot model or store data and its relationships without complexity, which means performance degrades with the increasing number and levels of data relationships and data size. Additionally, new types of data and data relationships require schema redesign that increases time to market.
A graph database like Neo4j naturally stores, manages, analyzes, and uses data within the context of connections meaning Neo4j provides faster query performance and vastly improved flexibility in handling complex hierarchies than SQL. Join this webinar to learn why companies are shifting away from RDBMS towards graphs to unlock the business value in their data relationships.
Ryan Boyd, Developer Relations at Neo4j
Ryan is a SF-based software engineer focused on helping developers understand the power of graph databases. Previously he was a product manager for architectural software, built applications and web hosting environments for higher education, and worked in developer relations for twenty products during his 8 years at Google. He enjoys cycling, sailing, skydiving, and many other adventures when not in front of his computer.
Getting started with Graph Databases & Neo4jSuroor Wijdan
The presentation gives a brief information about Graph Databases and its usage in today's scenario. Moving on the presentation talks about the popular Graph DB Neo4j and its Cypher Query Language i.e., used to query the graph.
WW2 underground newspapers on Wikipedia using DBPedia , 12-2-2016, The HagueOlaf Janssen
Presentation about my project (https://en.wikipedia.org/wiki/nl:Wikipedia:Wikiproject/Verzetskranten) describing and interlinking all 1300 Dutch resistance newspapers from WW2 on Wikipedia using DBpedia.
Given during the 6th DBpedia International Community Meeting on 12-2-2016 in The Hague (http://wiki.dbpedia.org/meetings/TheHague2016)
Evaluation Wikipedian-in-Residence National Library & Archives of the Netherl...Olaf Janssen
The first Wikipedian-in-Residence (WiR) of the Netherlands (Hay Kranen) started working for National Library (KB) & National Archives (NA) on Oct 7th 2013. Early Oct 2014 his residency ended after almost a year.
In Part 1 of this (Dutch language) document we evaluate the (effect of the) WiR project from the perspectives of KB, NA, Wikimedia Netherlands (WMNL) and the WiR himself. We discuss what has been achieved and if this met the expectations of the project as defined in the beginning of the project. From this evaluation the project team makes a number of recommendations for future collaboration of KB and NA with Wikimedia/pedia.
In April 2014, management of KB, NA and WMNL verbally agreed to continue and strengthen their wiki-collaboration after the WiR project would end. Based on this intention and the recommendation from Part1, in Part 2 we discuss the interests and priorities of the parties involved in future collaboration.
Finally, in Part 3 we discuss how these interests and priorities will be fulfilled by activities and projects of KB, NA and WMNL in 2015
Pranešimas skaitytas simpoziume 10 MINUČIŲ KOGNITYVINĖS IR ELGESIO TERAPIJOS: GREITOS PSICHOTERAPINĖS INTERVENCIJOS BENDROJOJE MEDICINOJE IR PSICHIATRIJOJE, vykusiame Palangoje, 2015 04 26. Organizatorius LSMU Elgesio medicinos institutas.
Gydymo režimo laikymasis labai svarbus tiek pacientų sveikatai, tiek sveikatos sistemai. Kuo geriau pacientas laikosi gydymo režimo (vartoja vaistus, keičia gyvenimo būdą, laikosi dietos ir pan.) tuo geresni jo sveikatos rodikliai ir sveikata apskritai.
Gydytojo bendravimo įgūdžiai tam turi daug įtakos. Šie įgūdžiai yra išmokstami ir pritaikomi kasdieniniame darbe, net turint nedaug laiko. Turint gerus bendravimo įgūdžius, įmanoma sukurti gerą terapinį aljansą/ryšį su pacientu, o tai padeda pacientui pasitikėti savo gydytoju - tai savo ruoštu skatina laikytis gydymo režimo. Pranešime pateikta gydymo režimo nesilaikymo pasekmės ir būdai, kaip jį pagerinti.
These webinar slides are an introduction to Neo4j and Graph Databases. They discuss the primary use cases for Graph Databases and the properties of Neo4j which make those use cases possible. They also cover the high-level steps of modeling, importing, and querying your data using Cypher and touch on RDBMS to Graph.
How Graph Databases efficiently store, manage and query connected data at s...jexp
Graph Databases try to make it easy for developers to leverage huge amounts of connected information for everything from routing to recommendations. Doing that poses a number of challenges on the implementation side. In this talk we want to look at the different storage, query and consistency approaches that are used behind the scenes. We’ll check out current and future solutions used in Neo4j and other graph databases for addressing global consistency, query and storage optimization, indexing and more and see which papers and research database developers take inspirations from.
This presentation briefly outlines the challenges of using keys in DITA 1.2, and then explains the new scoped keys functionality of DITA 1.3. It offers examples of the keyscope attribute used at different levels in a map, as well as examples of parallel and nested key scopes. It illustrates how to use a key in a different key scope and how to create cross-deliverable references using scoped keys.
Relational databases were conceived to digitize paper forms and automate well-structured business processes, and still have their uses. But RDBMS cannot model or store data and its relationships without complexity, which means performance degrades with the increasing number and levels of data relationships and data size. Additionally, new types of data and data relationships require schema redesign that increases time to market.
A graph database like Neo4j naturally stores, manages, analyzes, and uses data within the context of connections meaning Neo4j provides faster query performance and vastly improved flexibility in handling complex hierarchies than SQL. Join this webinar to learn why companies are shifting away from RDBMS towards graphs to unlock the business value in their data relationships.
Ryan Boyd, Developer Relations at Neo4j
Ryan is a SF-based software engineer focused on helping developers understand the power of graph databases. Previously he was a product manager for architectural software, built applications and web hosting environments for higher education, and worked in developer relations for twenty products during his 8 years at Google. He enjoys cycling, sailing, skydiving, and many other adventures when not in front of his computer.
Getting started with Graph Databases & Neo4jSuroor Wijdan
The presentation gives a brief information about Graph Databases and its usage in today's scenario. Moving on the presentation talks about the popular Graph DB Neo4j and its Cypher Query Language i.e., used to query the graph.
WW2 underground newspapers on Wikipedia using DBPedia , 12-2-2016, The HagueOlaf Janssen
Presentation about my project (https://en.wikipedia.org/wiki/nl:Wikipedia:Wikiproject/Verzetskranten) describing and interlinking all 1300 Dutch resistance newspapers from WW2 on Wikipedia using DBpedia.
Given during the 6th DBpedia International Community Meeting on 12-2-2016 in The Hague (http://wiki.dbpedia.org/meetings/TheHague2016)
Evaluation Wikipedian-in-Residence National Library & Archives of the Netherl...Olaf Janssen
The first Wikipedian-in-Residence (WiR) of the Netherlands (Hay Kranen) started working for National Library (KB) & National Archives (NA) on Oct 7th 2013. Early Oct 2014 his residency ended after almost a year.
In Part 1 of this (Dutch language) document we evaluate the (effect of the) WiR project from the perspectives of KB, NA, Wikimedia Netherlands (WMNL) and the WiR himself. We discuss what has been achieved and if this met the expectations of the project as defined in the beginning of the project. From this evaluation the project team makes a number of recommendations for future collaboration of KB and NA with Wikimedia/pedia.
In April 2014, management of KB, NA and WMNL verbally agreed to continue and strengthen their wiki-collaboration after the WiR project would end. Based on this intention and the recommendation from Part1, in Part 2 we discuss the interests and priorities of the parties involved in future collaboration.
Finally, in Part 3 we discuss how these interests and priorities will be fulfilled by activities and projects of KB, NA and WMNL in 2015
Pranešimas skaitytas simpoziume 10 MINUČIŲ KOGNITYVINĖS IR ELGESIO TERAPIJOS: GREITOS PSICHOTERAPINĖS INTERVENCIJOS BENDROJOJE MEDICINOJE IR PSICHIATRIJOJE, vykusiame Palangoje, 2015 04 26. Organizatorius LSMU Elgesio medicinos institutas.
Gydymo režimo laikymasis labai svarbus tiek pacientų sveikatai, tiek sveikatos sistemai. Kuo geriau pacientas laikosi gydymo režimo (vartoja vaistus, keičia gyvenimo būdą, laikosi dietos ir pan.) tuo geresni jo sveikatos rodikliai ir sveikata apskritai.
Gydytojo bendravimo įgūdžiai tam turi daug įtakos. Šie įgūdžiai yra išmokstami ir pritaikomi kasdieniniame darbe, net turint nedaug laiko. Turint gerus bendravimo įgūdžius, įmanoma sukurti gerą terapinį aljansą/ryšį su pacientu, o tai padeda pacientui pasitikėti savo gydytoju - tai savo ruoštu skatina laikytis gydymo režimo. Pranešime pateikta gydymo režimo nesilaikymo pasekmės ir būdai, kaip jį pagerinti.
Złote Effie 2008; Media Trendy 2008 Wyróżnienie
Kampania programu You Can Dance wykorzystywała interaktywne nośniki reklamy zewnętrznej. Głośniki emitowały muzykę, kamery rejestrowały taniec, a filmy z tanecznymi popisami przechodniów trafiały na stronę programu. Kampania odniosła wielki sukces, po raz pierwszy zrealizowaliśmy komunikację wykorzystującą outdoor do generowania kontentu przez uczestników. Kampania otrzymała Złote Effie w 2008 roku.
Terugblik Wikipedian-in-Residence en mogelijkheden met Wikipedia in 2015Olaf Janssen
De Koninklijke Bibliotheek en het Nationaal Archief zijn de eerste Nederlandse erfgoedinstellingen die een Wikipedian-in-Residence in huis hebben gehaald. Het afgelopen jaar heeft deze huiswikipediaan een brug gebouwd tussen de rijke collecties van de KB en het NA en het hergebruik van deze content op Wikipedia. Na een korte inleiding op de wereld achter Wikipedia laten Tim en Olaf zien hoe het project de kennis, vaardigheden en bewustwording over ‘Wiki en erfgoed’ binnen en buiten de instellingsmuren heeft vergroot en hoe de content van beide instellingen wereldwijd breder toegankelijk en herbruikbaar is gemaakt. Aan het einde blikken ze vooruit hoe de KB en het NA ook in 2015 met Wikipedia kunnen blijven samenwerken.
An Introduction to Domain Driven Design in PHPChris Renner
We use PHP to solve problems. But as software projects grow and the business needs increase, how do we manage the complexity and still produce readable and maintainable code? Domain Driven Design is a set of concepts and practices that, when applied appropriately, help us manage complexity in large scale projects. In this talk, we will explore the broad points of DDD. I’ll also share tips, patterns and lessons-learned gained from my experiences building PHP software for complicated business processes.
Context is everything, from the clothing you choose in the morning to the dinner menu you plan based on available ingredients and time. The word on the street is that DITA maps are the express context designed to drive builds for particular deliverables and conditionality for DITA topics. That is partly true, but it is not the whole story.
For one thing, maps are far more versatile than just as build directives. Moreover, DITA topic processing can get its cues from contexts other than maps. And therein hangs the premise of Going Mapless.
To get our own context for this presentation, we start with a quick review of the original architectural definition of DITA and then trace the popular information architectures and tools that have grown up with the standard as we currently know it. Then Don introduces some scenarios where DITA could be useful if freed from the the prevailing map-driven processing paradigm, and he walks you through some available methods and solutions for using DITA in these unconventional ways.
This presentation was given at Information Development World on October 2, 2015.
10 Big Data Technologies you Didn't Know About Jesus Rodriguez
This session covers 9 new and exciting big data technologies that are starting to become relevant in the enterprise. The session focuses on technologies that are still not mainstream but that have the potential to influence the next generation of enterprise big data solutions
The new Migrate module in Drupal 8 core is great for upgrading sites from Drupal 6 to Drupal 8. But it's useful for a lot more than just that! Migrate adds the power of any external tool to your content workflow.
Not every client is accustomed to using Drupal. Some clients might like Google Spreadsheets; others prefer Markdown files in version control. Using Migrate, you can let your clients use their preferred content building tools—even before you have a Drupal site ready for them! I'll talk about my experiences with several different Migrate-based workflows that we've used at Evolving Web.
There's already information out there about building migrations, but most of it focuses on very limited use cases: direct upgrades, or simple nodes. I'll cover many other bits and pieces you need for real-life migration projects, including:
* Hierarchical menus
* Paths and redirects
* Multilingual data
* Files and images
* Merging multiple migrations
* Writing custom migration sources and transformations
* Figuring out why your migration isn't working
Attendees with some PHP experience will get the most out of this talk—but many parts will be interesting to site builders and project managers as well.
Pragmatic Monolith-First, easy to decompose, clean architecturePiotr Pelczar
Designing systems architecture corresponding to business needs in long future is like a reading tea leaves. There is no common way to design systems. Making decision to start project with microservices may make refactoring much harder and introduce too much complexity in the infrastructure layer and finally slow down development. However maintaining a monolith is a tough nut to crack.
Let’s see how to build a system starting from well organized monolith with well marked technical and business scopes that enables to make a decision in with way it should be decomposed and how to deliver it. Strategic and tactical techniques from Domain-Driven Design and Hexagonal Architecture will be used. I will show you how to monitor accidential complexity using different tools during CI.
I invite you if you are interested in building systems with complex business domains.
“Platform” is an eagerly applied term in our Industry. Fortunately, The structure of platforms is well-understood and documented. The Ads-Trust team has been building a platform, which powers our applications. This platform has a similar structure, and was conceived by applying core software development principles and practices. In this talk we walk you through our journey, of applying theory in practice and the demonstrate the value it generates. “Platform” is an eagerly applied term in our Industry. Fortunately, The structure of platforms is well-understood and documented. The Ads-Trust team has been building a platform, which powers our applications. This platform has a similar structure, and was conceived by applying core software development principles and practices. In this talk we walk you through our journey, of applying theory in practice and the demonstrate the value it generates.
What and why of modularity are presented from mathematical and SW perspectives. Semantic gaps of Object Oriented approach are presented, as well how component based reasoning plugs them. Formal modelling using UML and SysML are demonstrated. Existing module technologies of Java Modules, OSGi bundles and web services are compared as well as a modularity maturity model is presented.
Most real world software development practices are reactive, focus on near term features and small sub set of quality metrics like latency and throughput. More often than not, this is suboptimal and results in Low ROI on effort and change resistant software. In this talk, I present a multi-dimensional view of system development, which will serve as a reference to categorize challenges, benefits and nuances. What, why, how and more of System Development are explained using this model. In this talk, I will present learnings, and tradeoffs where the above principles were applied in Linkedin multi-products and elsewhere. It would be useful to engineers and managers involved | interested in development of non-trivial systems
Skills that are adequate to build a small system will not suffice to build a larger system. This slidedeck was used in a talk where the differences were highlighted and methods and techniques to build large systems recommended.
Data processing is an integral part of most modern software development. Understanding of Abstract Algebra and Category theory will be beneficial for addressing data processing concerns.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Online aptitude test management system project report.pdfKamal Acharya
The purpose of on-line aptitude test system is to take online test in an efficient manner and no time wasting for checking the paper. The main objective of on-line aptitude test system is to efficiently evaluate the candidate thoroughly through a fully automated system that not only saves lot of time but also gives fast results. For students they give papers according to their convenience and time and there is no need of using extra thing like paper, pen etc. This can be used in educational institutions as well as in corporate world. Can be used anywhere any time as it is a web based application (user Location doesn’t matter). No restriction that examiner has to be present when the candidate takes the test.
Every time when lecturers/professors need to conduct examinations they have to sit down think about the questions and then create a whole new set of questions for each and every exam. In some cases the professor may want to give an open book online exam that is the student can take the exam any time anywhere, but the student might have to answer the questions in a limited time period. The professor may want to change the sequence of questions for every student. The problem that a student has is whenever a date for the exam is declared the student has to take it and there is no way he can take it at some other time. This project will create an interface for the examiner to create and store questions in a repository. It will also create an interface for the student to take examinations at his convenience and the questions and/or exams may be timed. Thereby creating an application which can be used by examiners and examinee’s simultaneously.
Examination System is very useful for Teachers/Professors. As in the teaching profession, you are responsible for writing question papers. In the conventional method, you write the question paper on paper, keep question papers separate from answers and all this information you have to keep in a locker to avoid unauthorized access. Using the Examination System you can create a question paper and everything will be written to a single exam file in encrypted format. You can set the General and Administrator password to avoid unauthorized access to your question paper. Every time you start the examination, the program shuffles all the questions and selects them randomly from the database, which reduces the chances of memorizing the questions.
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HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
4. Complexity vs Familiarity
• lineItemList.stream().map(lineItem ->
lineItem.getTerms().getPrice()).reduce(ZERO, BigDecimal::add)
• map()
• reduce()
• anonymous function
• Is this code complex or is the programming style unfamiliar?
5. currying
• function add (a, b) { return a + b; }
• function add (a) { return function (b) { return a + b; } }
• add(3)(4);
• var add3 = add(3);
• add3(4);
• https://en.wikipedia.org/wiki/Currying
6. Currying (continued)
• add x y = x + y
• map (add 2) [1, 2, 3] -- gives [3, 4, 5]
• add2 y = add 2 y
• map add2 [1, 2, 3]
7.
8. Static classes
• public class Position{
• public double latitude; public double longitude; }
• public class PositionUtility {
• public static double distance( Position position1, Position position2 )
public static double heading( Position position1, Position position2 )
}
• Positions are parameters to PositionUtility
10. Object Oriented Programming
• public class Position {
• public double distance( Position position )}
• public double heading( Position position ) {}
• private double latitude; private double longitude; }
11. Object Oriented Programming(..continued)
• Position myHouse = new Position( , );
• Position coffeeShop = new Position( , );
• double distance = myHouse.distance( coffeeShop );
• double heading = myHouse.heading( coffeeShop );
12. Currying vs Object Orientedness
• add(3, 4) => PositionUtil.distance(Position position1, Position
position2 )
• add 3 = > Position house = new ….
• add3(4) = > house.distance(coffeeShop)
• ‘identity’
13. Stack in procedural style
structure stack:
maxsize : integer
top : integer
items : array of item
procedure push(stk : stack, x : item):
if stk.top = stk.maxsize:
report overflow error
else:
stk.items[stk.top] ← x
stk.top ← stk.top + 1
procedure pop(stk : stack):
if stk.top = 0:
report underflow error
else:
stk.top ← stk.top − 1
r ← stk.items[stk.top]
14. Stack in Object Oriented style
public Class Stack
{
private ...
public Stack(){}
public push(){}
public pop(){}
}
15. Encapsulation and Information Hiding
• Changes to fields(from array to linked list), will cascade to other
methods
• Lazy initialization in the constructor, will move additional behavior to
push and pop
16. capsule
• a small (glass or plastic) container that has something (such as a
liquid) inside of it.
• There is an inside and outside to the capsule
• There is no or partial understanding of the contents of the capsule for
the outside
17. Invariants
• size of the stack = total valid pushs – total valid pops
• stk.top is at the top of the data in the stack
• The responsibility of maintaining these invariants lie with Stack
• Stack is in charge of its destiny
• Single place to reason
18. encapsulation
• encapsulate what varies
• encapsulating with classes frees a dimension of change
• Object oriented-ness provides currying at the object level
21. Different schools
• Data Driven Design: Head, Tail, Body, 4 Legs
• Event Driven Design: Start, Stop, Speed Up, Slow Down
• Responsibility Driven Design: eat, run, stand, sit, sleep, poop
22. Data driven design
• Modelling done for Data(ER diagrams, DFDs)
• Programs are massagers, routers and processors of data
• No recommendations on modularizing the behavior
• Typically this behavior is placed in classes Service, Util, Helper or
Manager.
• Useful for building CRUDy applications
• https://en.wikipedia.org/wiki/Data-driven_programming
23. Responsibility Driven Design
focuses on the contract by asking:
• What actions is this object responsible for?
• What information does this object share?
24. RDD:Objects
• things that have machine like behaviors that can be plugged together
to work in concert
• play well-defined roles and encapsulate scripted responses and
information
• Subsystem: logical grouping of collaborators.
26. Data Driven vs Responsibility Driven Design
• https://practicingruby.com/articles/responsibility-centric-vs-data-
centric-design
27. Control Style
• distribution of control responsibilities that results in developing a
control style.
• Central
• Clustered
• Delegated
• https://en.wikipedia.org/wiki/Responsibility-driven_design
• Same school of thought as Kent Beck and Ward
Cunningham(http://wiki.c2.com/?ResponsibilityDrivenDesign)
28.
29. Transaction Scripts
• business applications modelled as a series of transactions.
• Each transaction will have its own Transaction Script
• A Transaction Script organizes all this logic primarily as a single
procedure
• although common subtasks can be broken into sub procedures.
• Not (functionally)scalable
36. Fowler Speak: Anemic Domain Model
• Domain objects are just bags of getters and setters
• No behavior in Domain objects
• a set of service objects which capture all the domain logic.
• Services use domain model for data
• http://www.martinfowler.com/bliki/AnemicDomainModel.html
37. invariants
• Remember the stack example, similarly maintaining invariant
• The responsibility of getting the terms lies with Checkout and not an
external utility/Service
39. Application Services (..continued)
• This layer is kept thin. It does not contain business rules or knowledge,
but only coordinates tasks
• delegates work to collaborations of domain objects in the next layer
down.
• The key point here is that the Service Layer is thin - all the key logic
lies in the domain layer.
• Domain objects are re-used, services are typically not
40. Application Services (..continued)
• In general, the more behavior you find in the services, the more likely
you are to be robbing yourself of the benefits of a domain model.
• If all your logic is in services, you've robbed yourself blind.
41. Rich Domain Model
• https://www.link-intersystems.com/blog/2011/10/01/anemic-vs-rich-
domain-models/
• Services in a service-oriented architecture are usually application
services that encapsulate use cases.
• The only difference to plain transaction scripts is often that they
use parameter objects that are named after domain objects.
44. Domain Driven Design
• https://en.wikipedia.org/wiki/Domain-driven_design
• Entity
• Value Object An object that contains attributes but has no conceptual
identity. They should be treated as immutable.
• Service
• Factory.
45. Entity
• An object that is not defined by its attributes, but rather by a thread
of continuity and its identity.
• have life cycles that can radically change their form and content
• class definitions, responsibilities, attributes, and associations should
revolve around who they are
• Eg. Cart, Checkout, Order, Store
46. Services
• The operation relates to a domain concept that is not a natural part of
an Entity or Value Object
• The interface is defined in terms of other elements in the domain
model
• The operation is stateless
47. Services (..continued)
• They exist in three layers
• Application
• Domain
• Infrastructure
• http://tinyurl.com/z2yeutt
48. Application Services
• Application Services are the interface used by the outside world,
where the outside world can’t communicate via our Entity objects,
but may have other representations of them.
• Application Services could map outside messages to internal
operations and processes
• communicating with services in the Domain and Infrastructure layers
to provide cohesive operations for outside clients.
• Don’t contain any business logic
• Not part of domain layer
49. Domain services
• Domain services are the coordinators, allowing higher level
functionality between many different smaller parts.
• Part of domain model
• Can contain business logic
50. Factories and Repositories
• http://tinyurl.com/jdhuebj
• Factory encapsulates the knowledge needed to create a complex
object
• Can use FactoryMethod, AbstractFactory or Builder
• Can create Entities and ValueObjects
51. Repositories
• To do anything with an object, you have to hold a reference to it. How
do you get that reference?
• One way is to create the object
• A second way is to traverse an association. You start with an object you
already know and ask it for an associated object.
• Repositories are the second way
• Example: StoreRegistry
53. Take Aways
• Domain Model >> Data Model
• Domain Objects >> bags of getters and setters
• Heart and Brain of your system is Domain Model
• Domain Objects(and services) are responsible for all of our business
logic
• Entities have identity and continuity
• Entities trump Services
• Layers preceding Domain Model have as little logic as possible
• Domain Objects react to ’business events’ and delegate