Lars Marius Garshol presents an overview of XML in software development. He discusses how XML addresses the impedance mismatch between object-oriented languages and relational databases, and how it enables loose coupling of data and interchange through standard formats. However, XML also introduces new challenges for developers to deal with mismatches between object models and XML representations. Real-world applications demonstrate how these issues can be managed through techniques like data binding and limiting XML processing to specific modules.
A powerful web application server (intravision IBM Connect 2013 Update) Febru...Per Henrik Lausten
I gave this presentation at the IBM Connect 2013 Update seminar hosted by Intravision on February 25 at IBM in Copenhagen.
http://per.lausten.dk/blog/2013/02/ibm-connect-2013-update-with-intravision.html
The document discusses XML, including its goals of being usable over the internet, supporting various applications, and being compatible with SGML. It defines XML and explains that it is used to exchange structured data and improve compatibility between business partners by defining data meaning. Examples are provided to illustrate XML elements, attributes, namespaces and how XML can be used to represent data structures.
RDF handles limitations of XML by providing machine understandable documents that describe relationships between entities. The basic RDF model has three components - resources, properties, and statements. RDF can be represented using XML syntax or other syntactic representations. The RDF model represents relationships using a directed graph of these three components. Query languages like RQL and SPARQL can be used to query and retrieve information from RDF graphs.
20120606 Lazy Programmers Write Self-Modifying Code /or/ Dealing with XML Ord...David Horvath
This document summarizes David B. Horvath's presentation on dealing with XML ordinals over multiple files. It discusses how the SAS XML engine converts XML objects into SAS datasets with generated keys (ordinals) to represent parent-child relationships. However, these ordinals are not unique when concatenating datasets from multiple files. The presentation describes how to handle non-unique ordinals by finding the maximum ordinal from the previous file and adding it to the current file's values. It also discusses how the presenter addressed processing over 100 datasets by writing SAS code to generate the SAS code needed to handle the XML processing, rather than copying and pasting code manually.
MongoDB and Ecommerce : A perfect combinationSteven Francia
The document discusses using MongoDB for ecommerce applications. It notes that a relational database requires a rigid schema that cannot adapt when new product types are introduced, such as adding music or jeans to a site originally built for books. MongoDB provides a flexible schema that can accommodate unknown product attributes. While MongoDB lacks transactions across multiple documents, its atomic updates to single documents can still support many common ecommerce workflows. The document provides examples of flexible and complex queries enabled by MongoDB's document-oriented data model.
This document discusses the history and components of HTML and XHTML. It covers the evolution of HTML standards from version 4.01 to HTML5. It describes the basic building blocks of HTML pages including headings, paragraphs, lists, tables, links and images. It also discusses dynamic HTML, character entities and different types of paragraphs and containers.
This document discusses using RELAX NG for defining DITA document type shells and modules. It provides an overview of RELAX NG and how it is a good match for DITA requirements. It demonstrates how to create a RELAX NG shell that includes vocabulary and constraint modules to define a DITA document type, and how the RELAX NG files can be converted to generate conforming DTD and XSD shells and modules.
The document discusses the rise of responsive single page applications (SPAs) built with HTML, CSS, JavaScript, and frameworks like AngularJS. It explains that SPAs are web apps that load on a single page like desktop apps, with content loaded asynchronously in the background without page reloads for a better user experience. SPAs are implemented using JavaScript and HTML, with ECMAScript as the standardized scripting language. The document also covers web standards defined by organizations like W3C, including HTML, CSS, XML, and how they are used to build responsive SPAs.
Metadata for web ontologies and rules: current practices and perspectivesCarlos Tejo-Alonso
The Semantic Web contains a number of dierent knowledge artifacts, including OWL ontologies, RIF rule sets and RDF datasets. Efective exchange and management of these artifacts demand the use of metadata and prompt availability of accurate reference documentation. In this paper, we analyze the current practices in metadata usage for OWL ontologies, and we propose a vocabulary for annotating RIF rules. We also introduce a software tool {Parrot{ that exploits these annotations and produces reference documentation for combinations of ontologies and rules.
http://www.springerlink.com/content/t3777727338n4233/
This document provides an introduction to website development. It discusses computer programming languages from machine language to modern scripting languages. It also covers the history of the Internet and how the World Wide Web works using HTTP and browsers. Standards bodies and their role in web development are explained. The key components of website development are content, structure, format and design, and dynamics/interactivity using forms, client-side programming, server-side programming, and databases.
The document discusses patterns for developing open geospatial consortium (OGC) enterprise services. It suggests that services should have strong discovery mechanisms, use common output formats like JSON and Atom, and have a consistent and secure design that allows the services to evolve over time in an agile manner. Security should use distributed delegation of authority rather than requiring registration on each service. The goal is to make the services discoverable, testable, and usable for both humans and machines.
MySQL JSON Document Store - A Document Store with all the benefits of a Trans...Olivier DASINI
SQL + NoSQL = MySQL
MySQL Document Store allows developers to work with SQL relational tables and schema-less JSON collections. To make that possible MySQL has created the X Dev API which puts a strong focus on CRUD by providing a fluent API allowing you to work with JSON documents in a natural way. The X Protocol is a highly extensible and is optimized for CRUD as well as SQL API operations.
This document provides an introduction to web standards. It discusses that web standards are formal specifications that describe the World Wide Web. The main standards organizations are the World Wide Web Consortium (W3C) which makes recommendations for technologies like HTML, CSS, XML; and the Internet Engineering Task Force (IETF) which publishes RFC documents. It then gives examples of specific W3C recommendations including XHTML, CSS, XML, and how they are used to structure web pages and apply styles.
The document discusses metadata and semantic web technologies. It provides an example of using RDFa to embed metadata in a web page about a book. It also shows how schema.org, microformats, and microdata can be used to add structured metadata. Finally, it discusses linked data and how semantic web technologies allow sharing and linking data on the web.
This document provides an introduction to web standards. It discusses that web standards are formal specifications that describe the World Wide Web. The main standards organizations are the World Wide Web Consortium (W3C) which makes recommendations for technologies like HTML, CSS, XML; and the Internet Engineering Task Force (IETF) which publishes RFC documents. It then gives examples of specific web standards like XHTML, CSS, XML, and how they are used to structure documents and separate content from presentation.
Introducing NoSQL and MongoDB to complement Relational Databases (AMIS SIG 14...Lucas Jellema
This presentation gives an brief overview of the history of relational databases, ACID and SQL and presents some of the key strentgths and potential weaknesses. It introduces the rise of NoSQL - why it arose, what is entails, when to use it. The presentation focuses on MongoDB as prime example of NoSQL document store and it shows how to interact with MongoDB from JavaScript (NodeJS) and Java.
This document describes OrientDB, a multi-model NoSQL database that supports document, key-value, and graph structures. Some key points:
- OrientDB is a fast and scalable database that can run on cheap hardware and supports hundreds to millions of users.
- It supports both schema-less and schema-full data models with ACID transactions, SQL queries, and various types including collections, maps, and relationships between documents.
- The database can be used in embedded, client-server, distributed, and in-memory modes. It has language bindings for Java, Ruby, and JavaScript and supports HTTP/REST.
Ximdex presentation at OKIO conference 2014. Event talking about Linked Open Data and Ximdex modules for open data management (XLYRE), web portal security (XHAWK), structured tagging using ontologies (XTAGS), automatic content enhancement via XOWL and semantic content management in general.
This document provides an overview of O2, an extensible tool that allows for more advanced static analysis capabilities than the standard Ounce tool. O2 can handle larger codebases, trace flows through interfaces and frameworks, and programmatically manipulate analysis data. It is positioned as a tool that can solve problems advanced users and security consultants encounter. The document outlines current and planned O2 features and modules that aim to improve code coverage and visibility into applications for more effective security analysis.
The webinar introduces SKOS (Simple Knowledge Organization System) and argues it should be the focal point of linked data strategies. It discusses using SKOS to create knowledge graphs by linking various data sources and perspectives. It then demonstrates PoolParty software for building and querying SKOS knowledge graphs, including importing and annotating documents, applying ontologies, and asking complex queries across linked data sources.
There has been plenty of hype around the Semanic Web, but will we ever see the vision of intelligent agents working on our behalf? This talk introduces the concepts of the Semantic Web as envisioned by Tim Berners-Lee over 10 years ago and compares that vision to where we have come since then. It includes a discussion of implementations such as XML, RDF, OWL (web ontology language), and SPARQL. After reviewing the design principles and enabling technologies, I plan to show how these techniques can be implemented in WebGUI.
MySQL Day Paris 2018 - MySQL JSON Document StoreOlivier DASINI
NoSQL + SQL = MySQL
MySQL Document Store allows developers to work with SQL relational tables and schema-less JSON collections. To make that possible MySQL has created the X Dev API which puts a strong focus on CRUD by providing a fluent API allowing you to work with JSON documents in a natural way. The X Protocol is a highly extensible and is optimized for CRUD as well as SQL API operations.
MySQL Document store gives users maximum flexibility developing traditional SQL relational applications and NoSQL schema-free document database applications. This eliminates the need for a separate NoSQL document database. Developers can mix and match relational data and JSON documents in the same database as well as the same application. For example, both data models can be queried in the same application and results can be in table, tabular or JSON formats.
The MySQL Document Store architecture consists of the following components:
Native JSON Document Storage - MySQL provides a native JSON datatype is efficiently stored in binary with the ability to create virtual columns that can be indexed. JSON Documents are automatically validated.
X Plugin - The X Plugin enables MySQL to use the X Protocol and uses Connectors and the Shell to act as clients to the server.
X Protocol - The X Protocol is a new client protocol based on top of the Protobuf library, and works for both, CRUD and SQL operations.
X DevAPI - The X DevAPI is a new, modern, async developer API for CRUD and SQL operations on top of X Protocol. It introduces Collections as new Schema objects. Documents are stored in Collections and have their dedicated CRUD operation set.
MySQL Shell - The MySQL Shell is an interactive Javascript, Python, or SQL interface supporting development and administration for the MySQL Server. You can use the MySQL Shell to perform data queries and updates as well as various administration operations.
MySQL Connectors - The following MySQL Connectors support the X Protocol and enable you to use X DevAPI in your chosen language.
MySQL Connector/Node.js
MySQL Connector/PHP
MySQL Connector/Python
MySQL Connector/J
MySQL Connector/NET
MySQL Connector/C++
OrientDB for real & Web App developmentLuca Garulli
The document discusses how NoSQL databases like OrientDB can improve web application development compared to traditional relational databases. OrientDB provides a fast, scalable, and flexible storage solution with transactions, SQL, and security. It combines the best features of newer NoSQL solutions with relational databases. OrientDB supports document, graph, and object-oriented data models and can be used for both online backup solutions and CRM applications. It also introduces OrientWEB.js, a new JavaScript library for building web applications with OrientDB.
This document discusses XML use in libraries. It notes that XML allows for easy information sharing, has a strict yet human-readable syntax, and can create any needed structure. While XML requires an external application and is verbose, it supports schemas and namespaces. The document then summarizes several XML standards used in libraries, including EAD, OAI-PMH, NCIP, MARCXML and Dublin Core. It contrasts the DOM and SAX parsing methods and advises that XML is best for documents, messaging and data transport.
The document is about the Semantic Web conference to be held in Honolulu, Hawaii from May 7-11, 2002. It provides information about the conference name, location, date, slogan, and lists some of the expected participants. XML markup is suggested to add structure and meaning to the information for machines to better understand the document.
This document discusses the evolution of markup languages and semantic technologies on the web. It covers HTML, XML, RDF, OWL, microformats, CSS, HTML5, structured blogging, and client-side inclusion techniques like HInclude and Purple-Include. The overarching goals are to publish content once and share it across different formats and devices, add more semantic meaning that can be interpreted by machines, and create structured information like reviews and events that can be syndicated.
Schibsted collects and analyzes 900 million events/day using AWS. This presentation gives an overview of the systems and architecture, including the solutions to GDPR.
The document discusses the rise of responsive single page applications (SPAs) built with HTML, CSS, JavaScript, and frameworks like AngularJS. It explains that SPAs are web apps that load on a single page like desktop apps, with content loaded asynchronously in the background without page reloads for a better user experience. SPAs are implemented using JavaScript and HTML, with ECMAScript as the standardized scripting language. The document also covers web standards defined by organizations like W3C, including HTML, CSS, XML, and how they are used to build responsive SPAs.
Metadata for web ontologies and rules: current practices and perspectivesCarlos Tejo-Alonso
The Semantic Web contains a number of dierent knowledge artifacts, including OWL ontologies, RIF rule sets and RDF datasets. Efective exchange and management of these artifacts demand the use of metadata and prompt availability of accurate reference documentation. In this paper, we analyze the current practices in metadata usage for OWL ontologies, and we propose a vocabulary for annotating RIF rules. We also introduce a software tool {Parrot{ that exploits these annotations and produces reference documentation for combinations of ontologies and rules.
http://www.springerlink.com/content/t3777727338n4233/
This document provides an introduction to website development. It discusses computer programming languages from machine language to modern scripting languages. It also covers the history of the Internet and how the World Wide Web works using HTTP and browsers. Standards bodies and their role in web development are explained. The key components of website development are content, structure, format and design, and dynamics/interactivity using forms, client-side programming, server-side programming, and databases.
The document discusses patterns for developing open geospatial consortium (OGC) enterprise services. It suggests that services should have strong discovery mechanisms, use common output formats like JSON and Atom, and have a consistent and secure design that allows the services to evolve over time in an agile manner. Security should use distributed delegation of authority rather than requiring registration on each service. The goal is to make the services discoverable, testable, and usable for both humans and machines.
MySQL JSON Document Store - A Document Store with all the benefits of a Trans...Olivier DASINI
SQL + NoSQL = MySQL
MySQL Document Store allows developers to work with SQL relational tables and schema-less JSON collections. To make that possible MySQL has created the X Dev API which puts a strong focus on CRUD by providing a fluent API allowing you to work with JSON documents in a natural way. The X Protocol is a highly extensible and is optimized for CRUD as well as SQL API operations.
This document provides an introduction to web standards. It discusses that web standards are formal specifications that describe the World Wide Web. The main standards organizations are the World Wide Web Consortium (W3C) which makes recommendations for technologies like HTML, CSS, XML; and the Internet Engineering Task Force (IETF) which publishes RFC documents. It then gives examples of specific W3C recommendations including XHTML, CSS, XML, and how they are used to structure web pages and apply styles.
The document discusses metadata and semantic web technologies. It provides an example of using RDFa to embed metadata in a web page about a book. It also shows how schema.org, microformats, and microdata can be used to add structured metadata. Finally, it discusses linked data and how semantic web technologies allow sharing and linking data on the web.
This document provides an introduction to web standards. It discusses that web standards are formal specifications that describe the World Wide Web. The main standards organizations are the World Wide Web Consortium (W3C) which makes recommendations for technologies like HTML, CSS, XML; and the Internet Engineering Task Force (IETF) which publishes RFC documents. It then gives examples of specific web standards like XHTML, CSS, XML, and how they are used to structure documents and separate content from presentation.
Introducing NoSQL and MongoDB to complement Relational Databases (AMIS SIG 14...Lucas Jellema
This presentation gives an brief overview of the history of relational databases, ACID and SQL and presents some of the key strentgths and potential weaknesses. It introduces the rise of NoSQL - why it arose, what is entails, when to use it. The presentation focuses on MongoDB as prime example of NoSQL document store and it shows how to interact with MongoDB from JavaScript (NodeJS) and Java.
This document describes OrientDB, a multi-model NoSQL database that supports document, key-value, and graph structures. Some key points:
- OrientDB is a fast and scalable database that can run on cheap hardware and supports hundreds to millions of users.
- It supports both schema-less and schema-full data models with ACID transactions, SQL queries, and various types including collections, maps, and relationships between documents.
- The database can be used in embedded, client-server, distributed, and in-memory modes. It has language bindings for Java, Ruby, and JavaScript and supports HTTP/REST.
Ximdex presentation at OKIO conference 2014. Event talking about Linked Open Data and Ximdex modules for open data management (XLYRE), web portal security (XHAWK), structured tagging using ontologies (XTAGS), automatic content enhancement via XOWL and semantic content management in general.
This document provides an overview of O2, an extensible tool that allows for more advanced static analysis capabilities than the standard Ounce tool. O2 can handle larger codebases, trace flows through interfaces and frameworks, and programmatically manipulate analysis data. It is positioned as a tool that can solve problems advanced users and security consultants encounter. The document outlines current and planned O2 features and modules that aim to improve code coverage and visibility into applications for more effective security analysis.
The webinar introduces SKOS (Simple Knowledge Organization System) and argues it should be the focal point of linked data strategies. It discusses using SKOS to create knowledge graphs by linking various data sources and perspectives. It then demonstrates PoolParty software for building and querying SKOS knowledge graphs, including importing and annotating documents, applying ontologies, and asking complex queries across linked data sources.
There has been plenty of hype around the Semanic Web, but will we ever see the vision of intelligent agents working on our behalf? This talk introduces the concepts of the Semantic Web as envisioned by Tim Berners-Lee over 10 years ago and compares that vision to where we have come since then. It includes a discussion of implementations such as XML, RDF, OWL (web ontology language), and SPARQL. After reviewing the design principles and enabling technologies, I plan to show how these techniques can be implemented in WebGUI.
MySQL Day Paris 2018 - MySQL JSON Document StoreOlivier DASINI
NoSQL + SQL = MySQL
MySQL Document Store allows developers to work with SQL relational tables and schema-less JSON collections. To make that possible MySQL has created the X Dev API which puts a strong focus on CRUD by providing a fluent API allowing you to work with JSON documents in a natural way. The X Protocol is a highly extensible and is optimized for CRUD as well as SQL API operations.
MySQL Document store gives users maximum flexibility developing traditional SQL relational applications and NoSQL schema-free document database applications. This eliminates the need for a separate NoSQL document database. Developers can mix and match relational data and JSON documents in the same database as well as the same application. For example, both data models can be queried in the same application and results can be in table, tabular or JSON formats.
The MySQL Document Store architecture consists of the following components:
Native JSON Document Storage - MySQL provides a native JSON datatype is efficiently stored in binary with the ability to create virtual columns that can be indexed. JSON Documents are automatically validated.
X Plugin - The X Plugin enables MySQL to use the X Protocol and uses Connectors and the Shell to act as clients to the server.
X Protocol - The X Protocol is a new client protocol based on top of the Protobuf library, and works for both, CRUD and SQL operations.
X DevAPI - The X DevAPI is a new, modern, async developer API for CRUD and SQL operations on top of X Protocol. It introduces Collections as new Schema objects. Documents are stored in Collections and have their dedicated CRUD operation set.
MySQL Shell - The MySQL Shell is an interactive Javascript, Python, or SQL interface supporting development and administration for the MySQL Server. You can use the MySQL Shell to perform data queries and updates as well as various administration operations.
MySQL Connectors - The following MySQL Connectors support the X Protocol and enable you to use X DevAPI in your chosen language.
MySQL Connector/Node.js
MySQL Connector/PHP
MySQL Connector/Python
MySQL Connector/J
MySQL Connector/NET
MySQL Connector/C++
OrientDB for real & Web App developmentLuca Garulli
The document discusses how NoSQL databases like OrientDB can improve web application development compared to traditional relational databases. OrientDB provides a fast, scalable, and flexible storage solution with transactions, SQL, and security. It combines the best features of newer NoSQL solutions with relational databases. OrientDB supports document, graph, and object-oriented data models and can be used for both online backup solutions and CRM applications. It also introduces OrientWEB.js, a new JavaScript library for building web applications with OrientDB.
This document discusses XML use in libraries. It notes that XML allows for easy information sharing, has a strict yet human-readable syntax, and can create any needed structure. While XML requires an external application and is verbose, it supports schemas and namespaces. The document then summarizes several XML standards used in libraries, including EAD, OAI-PMH, NCIP, MARCXML and Dublin Core. It contrasts the DOM and SAX parsing methods and advises that XML is best for documents, messaging and data transport.
The document is about the Semantic Web conference to be held in Honolulu, Hawaii from May 7-11, 2002. It provides information about the conference name, location, date, slogan, and lists some of the expected participants. XML markup is suggested to add structure and meaning to the information for machines to better understand the document.
This document discusses the evolution of markup languages and semantic technologies on the web. It covers HTML, XML, RDF, OWL, microformats, CSS, HTML5, structured blogging, and client-side inclusion techniques like HInclude and Purple-Include. The overarching goals are to publish content once and share it across different formats and devices, add more semantic meaning that can be interpreted by machines, and create structured information like reviews and events that can be syndicated.
Schibsted collects and analyzes 900 million events/day using AWS. This presentation gives an overview of the systems and architecture, including the solutions to GDPR.
NoSQL databases were created to solve scalability problems with SQL databases. It turns out these problems are profoundly connected with Einstein's theory of relativity (no, honestly), and understanding this illuminates the SQL/NoSQL divide in surprising ways.
The document discusses the traditional farmhouse brewing of maltøl beer in various regions of Norway. It provides details on the brewing processes used historically and in some places still today, including ingredients like malted barley, juniper, and distinctive kveik yeast strains. The document also outlines some of the cultural and social traditions surrounding farmhouse brewing in Norway.
This document discusses integrating additional systems with Mattilsynet's archive using semantic technologies. It proposes:
1. Integrating WebCruiter, a recruiting system, with ePhorte using RDF to provide a simple first step toward a new architecture. This can be done inexpensively and easily extended to other integrations.
2. Basing all integrations on RDF and SDShare feeds to allow dynamic data flows without hard bindings between code and data models, making the system more flexible to changes.
3. Using SESAM principles including extracting data in its native form, translating as needed, and managing changes through configuration rather than code for easier maintenance as systems evolve.
This document summarizes Ted Dunning's approach to recommendations based on his 1993 paper. The approach involves:
1. Analyzing user data to determine which items are statistically significant co-occurrences
2. Indexing items in a search engine with "indicator" fields containing IDs of significantly co-occurring items
3. Providing recommendations by searching the indicator fields for a user's liked items
The approach is demonstrated in a simple web application using the MovieLens dataset. Further work could optimize and expand on the approach.
This document discusses the importance of open cultural data and linked open data. It provides examples of how cultural data can be used by various sectors like publishing, travel, and media. The document explains key concepts of linked open data including using URLs for identifiers, the RDF data model, SPARQL query language, and linking data to make connections between datasets. It also discusses challenges in linking cultural data from different sources and introduces record linkage tools that can connect similar records without common IDs based on attributes. The goal is to make more open cultural data accessible and interlinked through applying linked open data practices and technologies.
NoSQL databases, the CAP theorem, and the theory of relativityLars Marius Garshol
The document discusses NoSQL databases and the CAP theorem. It begins by providing an overview of NoSQL databases, their key features like being schemaless and supporting eventual consistency over ACID transactions. It then explains the CAP theorem - that a distributed system can only provide two of consistency, availability, and partition tolerance. It also discusses how Google's Spanner database achieves consistency and scalability using ideas from Lamport's Paxos algorithm and a new time service called TrueTime.
- Bitcoin is a digital currency based on cryptography. Transactions are recorded on a decentralized peer-to-peer network, without a central authority.
- The document discusses how the Bitcoin protocol works, including how the blockchain solves the double spending problem and incentivizes miners to verify transactions through cryptocurrency rewards.
- While Bitcoin has potential advantages like low fees and no central control, there are also concerns about its ability to replace national currencies, provide true anonymity, and be regulated by governments.
This document provides an introduction to machine learning. It begins with an agenda that lists topics such as introduction, theory, top 10 algorithms, recommendations, classification with naive Bayes, linear regression, clustering, principal component analysis, MapReduce, and conclusion. It then discusses what big data is and how data is accumulating at tremendous rates from various sources. It explains the volume, variety, and velocity aspects of big data. The document also provides examples of machine learning applications and discusses extracting insights from data using various algorithms. It discusses issues in machine learning like overfitting and underfitting data and the importance of testing algorithms. The document concludes that machine learning has vast potential but is very difficult to realize that potential as it requires strong mathematics skills.
Hops are used in beer for bitterness, as a preservative, and to add flavor. They balance the sweetness from malt. The classic hoppy beer is IPA, originally from England but reinvented in the US with resiny and citrus flavors. Imperial IPAs have even more hops. Cascade was an early American variety that drove West Coast IPA popularity. Common aromatic varieties now include Cascade, Centennial, Chinook, Citra and Amarillo. Bitterness is measured in IBUs while BU/GU considers bitterness relative to sweetness. The evening's beers include IPAs and an American pale ale made with popular varieties like Chinook, Columbus, Amarillo and Cent
Big Data 101 provides an overview of big data concepts. It defines big data as data that is too large to fit into a typical database or spreadsheet due to its volume, variety and velocity. It discusses how data is accumulating rapidly from various sources and the challenges of storing and processing all this data. It also introduces common big data techniques like MapReduce and how they can be used to extract insights from large, unstructured data sets.
This document discusses Linked Open Data and how to publish open government data. It explains that publishing data in open, machine-readable formats and linking it to other external data sources increases its value. It provides examples of published open government data and outlines best practices for making data open through licensing, standard formats like CSV and XML, using URIs as identifiers, and linking to related external data. The key benefits outlined are empowering others to build upon the data and improving transparency, competition and innovation.
This document provides an overview of the SESAM project, which aims to increase the usage and quality of an archive system for an energy company by automatically enriching document metadata and connecting documents to structured business data. It describes how metadata is extracted from source systems into a triple store using separate ontologies for each system. Documents can then be searched across systems and metadata can be translated between them. When archiving documents, additional metadata is automatically attached based on information from the triple store.
Approximate string comparators measure the similarity between two strings when an exact match is insufficient. Levenshtein distance measures the minimum number of edit operations (insert, remove, substitute characters) required to change one string into another. Jaro-Winkler distance compares characters and transpositions within a threshold and is commonly used for name comparisons. Soundex and Metaphone produce phonetic codes for strings to match similar-sounding names irrespective of spelling variations. There are many string similarity measures for different use cases.
cloudgenesis cloud workshop , gdg on campus mitasiyaldhande02
Step into the future of cloud computing with CloudGenesis, a power-packed workshop curated by GDG on Campus MITA, designed to equip students and aspiring cloud professionals with hands-on experience in Google Cloud Platform (GCP), Microsoft Azure, and Azure Al services.
This workshop offers a rare opportunity to explore real-world multi-cloud strategies, dive deep into cloud deployment practices, and harness the potential of Al-powered cloud solutions. Through guided labs and live demonstrations, participants will gain valuable exposure to both platforms- enabling them to think beyond silos and embrace a cross-cloud approach to
development and innovation.
Marko.js - Unsung Hero of Scalable Web Frameworks (DevDays 2025)Eugene Fidelin
Marko.js is an open-source JavaScript framework created by eBay back in 2014. It offers super-efficient server-side rendering, making it ideal for big e-commerce sites and other multi-page apps where speed and SEO really matter. After over 10 years of development, Marko has some standout features that make it an interesting choice. In this talk, I’ll dive into these unique features and showcase some of Marko's innovative solutions. You might not use Marko.js at your company, but there’s still a lot you can learn from it to bring to your next project.
Content and eLearning Standards: Finding the Best Fit for Your-TrainingRustici Software
Tammy Rutherford, Managing Director of Rustici Software, walks through the pros and cons of different standards to better understand which standard is best for your content and chosen technologies.
nnual (33 years) study of the Israeli Enterprise / public IT market. Covering sections on Israeli Economy, IT trends 2026-28, several surveys (AI, CDOs, OCIO, CTO, staffing cyber, operations and infra) plus rankings of 760 vendors on 160 markets (market sizes and trends) and comparison of products according to support and market penetration.
UiPath Community Berlin: Studio Tips & Tricks and UiPath InsightsUiPathCommunity
Join the UiPath Community Berlin (Virtual) meetup on May 27 to discover handy Studio Tips & Tricks and get introduced to UiPath Insights. Learn how to boost your development workflow, improve efficiency, and gain visibility into your automation performance.
📕 Agenda:
- Welcome & Introductions
- UiPath Studio Tips & Tricks for Efficient Development
- Best Practices for Workflow Design
- Introduction to UiPath Insights
- Creating Dashboards & Tracking KPIs (Demo)
- Q&A and Open Discussion
Perfect for developers, analysts, and automation enthusiasts!
This session streamed live on May 27, 18:00 CET.
Check out all our upcoming UiPath Community sessions at:
👉 https://community.uipath.com/events/
Join our UiPath Community Berlin chapter:
👉 https://community.uipath.com/berlin/
State-Dependent Conformal Perception Bounds for Neuro-Symbolic Verification o...Ivan Ruchkin
A poster presented by Thomas Waite and Radoslav Ivanov at the 2nd International Conference on Neuro-symbolic Systems (NeuS) in May 2025.
Paper: https://arxiv.org/abs/2502.21308
Abstract: It remains a challenge to provide safety guarantees for autonomous systems with neural perception and control. A typical approach obtains symbolic bounds on perception error (e.g., using conformal prediction) and performs verification under these bounds. However, these bounds can lead to drastic conservatism in the resulting end-to-end safety guarantee. This paper proposes an approach to synthesize symbolic perception error bounds that serve as an optimal interface between perception performance and control verification. The key idea is to consider our error bounds to be heteroskedastic with respect to the system's state -- not time like in previous approaches. These bounds can be obtained with two gradient-free optimization algorithms. We demonstrate that our bounds lead to tighter safety guarantees than the state-of-the-art in a case study on a mountain car.
European Accessibility Act & Integrated Accessibility TestingJulia Undeutsch
Emma Dawson will guide you through two important topics in this session.
Firstly, she will prepare you for the European Accessibility Act (EAA), which comes into effect on 28 June 2025, and show you how development teams can prepare for it.
In the second part of the webinar, Emma Dawson will explore with you various integrated testing methods and tools that will help you improve accessibility during the development cycle, such as Linters, Storybook, Playwright, just to name a few.
Focus: European Accessibility Act, Integrated Testing tools and methods (e.g. Linters, Storybook, Playwright)
Target audience: Everyone, Developers, Testers
With Claude 4, Anthropic redefines AI capabilities, effectively unleashing a ...SOFTTECHHUB
With the introduction of Claude Opus 4 and Sonnet 4, Anthropic's newest generation of AI models is not just an incremental step but a pivotal moment, fundamentally reshaping what's possible in software development, complex problem-solving, and intelligent business automation.
UiPath Community Zurich: Release Management and Build PipelinesUiPathCommunity
Ensuring robust, reliable, and repeatable delivery processes is more critical than ever - it's a success factor for your automations and for automation programmes as a whole. In this session, we’ll dive into modern best practices for release management and explore how tools like the UiPathCLI can streamline your CI/CD pipelines. Whether you’re just starting with automation or scaling enterprise-grade deployments, our event promises to deliver helpful insights to you. This topic is relevant for both on-premise and cloud users - as well as for automation developers and software testers alike.
📕 Agenda:
- Best Practices for Release Management
- What it is and why it matters
- UiPath Build Pipelines Deep Dive
- Exploring CI/CD workflows, the UiPathCLI and showcasing scenarios for both on-premise and cloud
- Discussion, Q&A
👨🏫 Speakers
Roman Tobler, CEO@ Routinuum
Johans Brink, CTO@ MvR Digital Workforce
We look forward to bringing best practices and showcasing build pipelines to you - and to having interesting discussions on this important topic!
If you have any questions or inputs prior to the event, don't hesitate to reach out to us.
This event streamed live on May 27, 16:00 pm CET.
Check out all our upcoming UiPath Community sessions at:
👉 https://community.uipath.com/events/
Join UiPath Community Zurich chapter:
👉 https://community.uipath.com/zurich/
Offshore IT Support: Balancing In-House and Offshore Help Desk Techniciansjohn823664
In today's always-on digital environment, businesses must deliver seamless IT support across time zones, devices, and departments. This SlideShare explores how companies can strategically combine in-house expertise with offshore talent to build a high-performing, cost-efficient help desk operation.
From the benefits and challenges of offshore support to practical models for integrating global teams, this presentation offers insights, real-world examples, and key metrics for success. Whether you're scaling a startup or optimizing enterprise support, discover how to balance cost, quality, and responsiveness with a hybrid IT support strategy.
Perfect for IT managers, operations leads, and business owners considering global help desk solutions.
As data privacy regulations become more pervasive across the globe and organizations increasingly handle and transfer (including across borders) meaningful volumes of personal and confidential information, the need for robust contracts to be in place is more important than ever.
This webinar will provide a deep dive into privacy contracting, covering essential terms and concepts, negotiation strategies, and key practices for managing data privacy risks.
Whether you're in legal, privacy, security, compliance, GRC, procurement, or otherwise, this session will include actionable insights and practical strategies to help you enhance your agreements, reduce risk, and enable your business to move fast while protecting itself.
This webinar will review key aspects and considerations in privacy contracting, including:
- Data processing addenda, cross-border transfer terms including EU Model Clauses/Standard Contractual Clauses, etc.
- Certain legally-required provisions (as well as how to ensure compliance with those provisions)
- Negotiation tactics and common issues
- Recent lessons from recent regulatory actions and disputes
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PREFACE OF MAXXNFT
MaxxNFT: Powering the Future of Digital Ownership
MaxxNFT is a cutting-edge Web3 platform designed to revolutionize how
digital assets are owned, traded, and valued. Positioned at the forefront of the
NFT movement, MaxxNFT views NFTs not just as collectibles, but as the next
generation of internet equity—unique, verifiable digital assets that unlock new
possibilities for creators, investors, and everyday users alike.
Through strategic integrations with OKT Chain and OKX Web3, MaxxNFT
enables seamless cross-chain NFT trading, improved liquidity, and enhanced
user accessibility. These collaborations make it easier than ever to participate
in the NFT ecosystem while expanding the platform’s global reach.
With a focus on innovation, user rewards, and inclusive financial growth,
MaxxNFT offers multiple income streams—from referral bonuses to liquidity
incentives—creating a vibrant community-driven economy. Whether you
'
re
minting your first NFT or building a digital asset portfolio, MaxxNFT empowers
you to participate in the future of decentralized value exchange.
https://maxxnft.xyz/