The document contains nutrition information for a food item including 667 calories, 9g of protein and 49g of carbohydrates. It also shows examples of representing nutrition information using HTML, JSON-LD and schema.org syntax.
The document discusses prioritizing organizing a company's data by connecting and structuring it according to schema.org standards before implementing AI algorithms. It recommends that each application publish its data as JSON-LD to the schema.org ontology to create a single interconnected network of the company's data accessible from a central catalog. Once the data is semantically organized, AI techniques can then be applied to help extend the knowledge graph and deliver exponential improvements through a reinforcing feedback loop.
FAIR Data-centric Information Architecture.pptxBen Gardner
FAIR Data (Findable, Accessible, Interoperable, Re-usable) is seen as a route to releasing value from our existing data in AstraZeneca as well as setting us up to be able to do so more easily with new data we generate from here on. As we look into the dimensions of FAIR data, Findability can be addressed by indexing and cataloguing our data, accessibility by a combination of information classification, automation and manual processes (including understanding informed consent from patients/participants) and re-usability can be supported by provisioning processes into approved analytical environments. These are all significant challenges, with significant opportunities offered through optimisation and standardisation of supporting processes, but the biggest challenge of all is interoperability. Interoperability requires us to know whether two datasets of the same data type can be pooled for analytical purposes and how we can join together datasets of different types to answer complex questions. In this talk, I will show how AZ R&D is approaching the challenges of Interoperability to enhance the re-use of our data.
Este documento presenta varias consultas SPARQL sobre diferentes temas como The Simpsons, DBPedia, Tokyo Mew Mew, presidentes de Ecuador y Estados Unidos, álbumes de bandas californianas, capítulos de Los Soprano, empresas de software de California, autores nacidos en Berlín, películas de actores como Tom Hanks y Sandra Bullock, coincidencias para búsquedas, temas de Metallica, ciudades populares y una ontología sobre algoritmos de clasificación. Se incluyen consultas para identificar algoritmos,
Family tree of data – provenance and neo4jM. David Allen
The document discusses using Neo4j, a graph database, to store and query provenance data. Some key points:
- Storing provenance in a relational database requires complex SQL and pushes graph operations into code, hurting performance on graph queries.
- Neo4j uses the Cypher query language which allows declarative graph queries without imperative code.
- Example Cypher queries are provided to demonstrate retrieving paths and relationships in a provenance graph.
- While graph databases provide better performance for graph queries, they have limitations for certain bulk scans compared to relational databases. Proper graph design is important.
Polyglot Persistence with MongoDB and Neo4jCorie Pollock
Learn how to enhance your application by using Neo4j and MongoDB together. Polyglot persistence is the concept of taking advantage of the strengths of different database technologies to improve functionality and enhance your application. In this webinar we will examine some use cases where it makes sense to use a document database (MongoDB) with a graph database (Neo4j) in a single application. Specifically, we will show how MongoDB can be used to provide search and browsing functionality for a product catalog while using Neo4j to provide personalized product recommendations. Finally we will look at the Neo4j Doc Manager project which facilitates syncing data from MongoDB to Neo4j to make polyglot persistence with MongoDB and Neo4j much easier.
Foi de stiluri CSS – concepte esențiale (...și puțin mai mult)Sabin Buraga
A practical presentation regarding the most useful concepts of CSS (Cascading Style Sheets) specifications in the Web design context. These slides were prepared for delivery at the "Computer Science at the Castle" Summer School (Macea, Arad, Romania, 2016). Various resources are available at http://profs.info.uaic.ro/~busaco/teach/labs/css/
O prezentare practică vizând cele mai utile concepte ale specificațiilor CSS (Cascading Style Sheets) în contextul designului Web. Aceste informații au fost expuse în cadrul Școlii de vară "Informatica la Castel" (Macea, Arad, România, 2016). Diverse resurse de interes sunt oferite la http://profs.info.uaic.ro/~busaco/teach/labs/css/
GraphQL has become a staple technology in the JavaScript community, but it is still relatively new and unknown in the C# world.
Join me as we explore the GraphQL tools available for .NET developers, like HotChocolate + Strawberry Shake, and how these tools make it easy to consume GraphQL APIs in C#!
This document describes how to create a custom snippet in Odoo that displays products currently in the cart. It involves:
1. Creating a snippet template to display the product cards
2. Adding a controller to fetch product data from the cart
3. Rendering the template with product data
4. Creating a public widget to fetch data and render the snippet
5. Adding options to configure the number of products displayed
This document provides an overview of SHACL (Shapes Constraint Language), a W3C recommendation for defining constraints on RDF graphs. It defines key SHACL concepts like shapes, targets, node shapes, property shapes and constraint components. Examples are provided to illustrate shape definitions and how validation of an RDF graph works against the defined shapes. The document summarizes the motivation for SHACL and inputs that influenced its development.
This document introduces Sass (Syntactically Awesome Style Sheets), a CSS preprocessor. Sass allows writing clean CSS in a programming construct rather than static rules, reducing repetition and creating more manageable stylesheets. It features variables, nesting, mixins, partials, and inheritance. Installing Sass involves downloading Ruby and using the gem install command. Key benefits of Sass include writing cleaner CSS, faster development time, and programmatic features like variables and nesting.
Hackolade Tutorial - part 1 - What is a data modelPascalDesmarets1
First in a series of tutorials for Hackolade Studio. A data model is an abstract representation of how elements of data are organized, how they relate to each other, and how how they relate to real-world concepts...
"SPARQL Cheat Sheet" is a short collection of slides intended to act as a guide to SPARQL developers. It includes the syntax and structure of SPARQL queries, common SPARQL prefixes and functions, and help with RDF datasets.
The "SPARQL Cheat Sheet" is intended to accompany the SPARQL By Example slides available at http://www.cambridgesemantics.com/2008/09/sparql-by-example/ .
Building a Data Warehouse for Business Analytics using Spark SQL-(Blagoy Kalo...Spark Summit
Blagoy Kaloferov presented on building a data warehouse at Edmunds.com using Spark SQL. He discussed how Spark SQL simplified ETL and enabled business analysts to build data marts more quickly. He showed how Spark SQL was used to optimize a dealer leads dataset in Platfora, reducing build time from hours to minutes. Finally, he proposed an approach using Spark SQL to automate OEM ad revenue billing by modeling complex rules through collaboration between analysts and developers.
Actuation, Federation and Interoperability of Context BrokersFIWARE
This training camp teaches you how FIWARE technologies and iSHARE, brought together under the umbrella of the i4Trust initiative, can be combined to provide the means for creation of data spaces in which multiple organizations can exchange digital twin data in a trusted and efficient manner, collaborating in the development of innovative services based on data sharing and creating value out of the data they share. SMEs and Digital Innovation Hubs (DIHs) will be equipped with the necessary know-how to use the i4Trust framework for creating data spaces!
Enterprise guide to building a Data MeshSion Smith
Making Data Mesh simple, Open Source and available to all; without vendor lock-in, without complex tooling and to use an approach centered around ‘specifications’, existing tools and baking in a ‘domain’ model.
Este documento presenta 11 consultas en SPARQL para extraer datos de DBpedia. Las consultas incluyen solicitudes para listar capítulos de una serie de TV, obtener información sobre la Canciller de Alemania, libros publicados por Tolkien, datos sobre la novela "El Señor de los Anillos", descripciones de capitales europeas, juegos populares para iPod, parroquias de Quito, información sobre el sitio web de ACTS Asia Central, aerolíneas y sus servicios, productos de Oracle, y detalles sobre un álbum musical
This document provides an overview of graph databases and their use cases. It begins with definitions of graphs and graph databases. It then gives examples of how graph databases can be used for social networking, network management, and other domains where data is interconnected. It provides Cypher examples for creating and querying graph patterns in a social networking and IT network management scenario. Finally, it discusses the graph database ecosystem and how graphs can be deployed for both online transaction processing and batch processing use cases.
“Open Data Web” – A Linked Open Data Repository Built with CKANChengjen Lee
This document summarizes the development of an open linked data repository called Open Data Web (ODW) built using CKAN. Key points:
- ODW publishes structured data from a Taiwanese archive catalog as linked open data using the RDF data model.
- It provides features for browsing, spatial and temporal querying of the data through a SPARQL endpoint.
- The system was implemented by customizing CKAN using extensions to support linked data import/export, custom fields, spatial/temporal search.
- Future work includes improving import speed and providing native SPARQL queries in CKAN.
O prezentare referitoare la dezvoltarea aplicațiilor Web dedicată elevilor de liceu. Prelegerea a fost susținută în cadrul Școlii de vară SummerIS organizată la Universitatea Alexandru Ioan Cuza din Iași, Facultatea de Informatică (iulie 2019).
A presentation regarding Web application development delivered to high-school students, a part of the SummerIS summer school organized at the Faculty of Computer Science, Alexandru Ioan Cuza University of Iasi, Romania (July 2019).
The document contains JSON-LD markup describing a music event taking place on November 6, 2014 at The Worksmans Club in Dublin, Ireland, including details about the location and offers. It also includes snippets describing collections of attendees and classes of objects with supported properties.
Aligning Web Services with the Semantic Web to Create a Global Read-Write Gra...Markus Lanthaler
Presentation of the paper "Aligning Web Services with the Semantic Web to Create a Global Read-Write Graph of Data" gave at the 9th IEEE European Conference on Web Services (ECOWS 2011) in Lugano, Switzerland.
Despite significant research and development efforts, the vision of the Semantic Web yielding to a Web of Data has not yet become reality. Even though initiatives such as Linking Open Data gained traction recently, the Web of Data is still clearly outpaced by the growth of the traditional, document-based Web. Instead of releasing data in the form of RDF, many publishers choose to publish their data in the form of Web services. The reasons for this are manifold. Given that RESTful Web services closely resemble the document-based Web, they are not only perceived as less complex and disruptive, but also provide read-write interfaces to the underlying data. In contrast, the current Semantic Web is essentially read-only which clearly inhibits net-working effects and engagement of the crowd. On the other hand, the prevalent use of proprietary schemas to represent the data published by Web services inhibits generic browsers or crawlers to access and understand this data; the consequence are islands of data instead of a global graph of data forming the envisioned Semantic Web. We thus propose a novel approach to integrate Web services into the Web of Data by introducing an algorithm to translate SPARQL queries to HTTP requests. The aim is to create a global read-write graph of data and to standardize the mashup development process. We try to keep the approach as familiar and simple as possible to lower the entry barrier and foster the adoption of our approach. Thus, we based our proposal on SEREDASj, a semantic description language for RESTful data services, for making proprietary JSON service schemas accessible.
This document discusses the principles of REST APIs and hypermedia. It argues that while hypermedia is useful for navigating a single API, it is not sufficient on its own for describing cross-API interactions. The document advocates combining self-descriptive representations of an API's responses with self-descriptive descriptions of an API's functionality to fully support how clients may use the API.
The Web 3.0 is just around the corner. Be prepared!Markus Lanthaler
This document contains nutrition information for a food item containing 667 calories, 9g of protein and 49g of carbohydrates. It also includes JSON snippets defining schema.org contexts, types, classes and collections for representing recipes and collections of recipes.
Model Your Application Domain, Not Your JSON StructuresMarkus Lanthaler
Presentation of the paper "Model Your Application Domain, Not Your JSON Structures" at the 4th International Workshop on RESTful Design (WS-REST 2013) at the WWW2013 in Rio de Janeiro, Brazil
Presentation of the paper "Creating 3rd Generation Web APIs with Hydra" at the 22nd Internation World Wide Web Conference (WWW2013) in Rio de Janeiro, Brazil
The document describes an event called "API Days NZ" that will take place from October 6-7, 2016 at the Viaduct Events Centre in Auckland, New Zealand. It provides details on the start and end dates, location, and offers ticket sales for early bird pricing between June 1 and August 31, 2016.
The document is a collection of quotes and passages about stories and experiences. It discusses how memory is more important than actuality, how storytelling affects memory, and the importance of first impressions. Throughout the document are recommendations to make the right first impression, then disappear yet still be remarkable.
SCRPPY aims to create the next generation of creative and collaborative problem solvers by developing an online platform that brings young makers together to work on ideas and inventions. Their market research shows strong interest from parents and a potential market of over 2 million subscribers in the US alone. SCRPPY's core belief is that the world will be better if kids can solve problems together rather than working alone.
Steven Parkinson & Jim Smith explore the pedagogical approaches to A-Level Design and Technology. The exam board specifications are just a starting point, its important we offer much more in a technologically evolving world.
Presented at the annual D&T Association Summer School Conference in 2015, hosted at Loughborough Design School. The presentation breaks A-Level D&T into "Do-Nows", "Ethos", "Teardowns", "Thunks" and "Iterative Design".
#VDT - Visual Design Thinking is a modest proposal. A process you should try with your clients in order to create more empathy and more co-creation in the overall project course. This is a general introduction, more updates on http://www.visualdesignthinking.it
The document proposes unlocking the potential of retired and prematurely retired workers for temporary, mid-skilled jobs through a platform called "TwentyPlus." It notes challenges with full retirement and issues like isolation. While sites like Craigslist and TaskRabbit help drive gig work, they don't elevate the expertise of experienced workers. The proposed platform would tap into the world's most experienced workforce, provide hobbyist teams and digital interaction. It outlines the large potential market and opportunity, and proposes a business model with a 5% transaction fee and $50 annual membership.
Marketers and brands have always had conversations, but at a much slower pace and mediated by professional parties. That's no longer the case. Conversation 2.0, that is, the web 2.0-enabled conversation, shifts places and times; it is ubiquitous and doesn't pause -- it is, in all senses of the meaning, a "never ending conversation."
Pregi e difetti dei principali CMS Open Sourcenois3
Una panoramica delle tecnologie open source a disposizione di chi ha necessità di fare gestione del contenuto on line in un mix di canali con governance semplici o complesse (workflow editoriali).
This document discusses the need for a better way for people to know what skills they should learn next to advance their careers or expand their perspectives. It notes that 70% of employees are disengaged and unhappy at work, costing the US economy $500 billion annually. It proposes a new platform to simplify complexity, provide fast and immersive learning, and engage users with community-powered and trusted content to help different career-minded personality types ("The Hungry Mind", "The Keeper-Upper", "The Track-Jumper", "The Rebooter"). The goals are to help users set learning goals, track progress, get expert advice, and find new jobs or partnerships.
The document discusses designing interactive experiences. It defines experience as a collection of events or activities from which knowledge, opinions, and skills are gained. When designing interactive experiences, factors like functionality, visuality, interactivity, and various form factors must be considered. Prototyping is also discussed as an important part of the design process. Interactive prototyping can incorporate sensors and devices to test interactivity. The document concludes that when designing experiences, people generally like to be impressed by complexity, test technology, be passive or reactive, see themselves interacting, and simply have fun.
The document summarizes 7+1 things the author learned from giving a speech at his alma mater. The key lessons are: (1) Accept opportunities from passionate students and be inspired by their effort; (2) Hearing stories of people who struggled but succeeded in Greece gives hope; (3) Share your own story and experiences to inspire others; (4) Make new friends and learn from younger people; (5) Keep presentations concise using the 1:7:140 rule; (6) Engage the audience and create a unique presentation for them; (7) Prepare like it is a race to speak without notes; (7+1) Get comfortable speaking on your own unique style.
Fabio Sergio, Designing (for) Awareness, TED Salon, London September 21 2009 frog
El documento habla sobre cómo el diseño puede ayudar a crear conciencia y cambiar el comportamiento a través de datos e información visualizada de dispositivos que monitorean actividades y estados físicos. Menciona ejemplos como los autos híbridos Toyota Prius, aplicaciones para correr de Nike, y dispositivos médicos que pueden compartir información en redes sociales. Plantea preguntas sobre la naturaleza de las conversaciones que podrían generarse al compartir estos datos íntimos y cómo los comportamientos virtuosos podrían usarse
This document presents a concept called "Fresh Start" that aims to make it easier for people to end services with companies like cable providers, banks, or gyms. It notes that frustration and hassle are major barriers preventing people from switching providers. Fresh Start would provide advice, resources, and negotiation tactics to help people have "difficult conversations" to end services. It could even handle the process for people. The goal is to help people move on to better matches once the "breakup" is complete. Fresh Start would generate revenue through subscription fees, brokering better deals between customers and providers, and promoting service providers.
This document discusses different methods of marking up data on web pages for search engines, including microformats, RDFa, and Microdata. It provides examples of how to mark up a recipe using the hRecipe microformat, including adding classes to identify ingredients, instructions, ratings, and the author. Properly marking up pages with semantic tags helps search engines understand the structure and content of pages.
Bioschemas community: Developing profiles over Schema.org to make life scienc...Bioschemas
The Bioschemas community (http://bioschemas.org) is a loose collaboration formed by a wide range of life science resource providers and informaticians. The community is developing profiles over Schema.org to enable life science resources such as data about a specific protein, sample, or training event, to be more discoverable on the web. While the content of well-known resources such as Uniprot (for protein data) are easily discoverable, there is a long tail of specialist resources that would benefit from embedding Schema.org markup in a standardised approach.
The community have developed twelve profiles for specific types of life science resources (http://bioschemas.org/specifications/), with another six at an early draft stage. For each profile, a set of use cases have been identified. These typically focus on search, but several facilitate lightweight data exchange to support data aggregators such as Identifiers.org, FAIRsharing.org, and BioSamples. The next stage of the development of a profile consists of mapping the terms used in the use cases to existing properties in Schema.org and domain ontologies. The properties are then prioritised in order to support the use cases, with a minimal set of about six properties identified, along with a larger set of recommended and optional properties. For each property, an expected cardinality is defined and where appropriate, object values are specified from controlled vocabularies. Before a profile is finalised, it must first be demonstrated that resources can deploy the markup.
In this talk, we will outline the progress that has been made by the Bioschemas Community in a single year through three hackathon events. We will discuss the processes followed by the Bioschemas Community to foster collaboration, and highlight the benefits and drawbacks of using open Google documents and spreadsheets to support the community develop the profiles. We will conclude by summarising future opportunities and directions for the community.
Bioschemas Community: Developing profiles over Schema.org to make life scienc...Alasdair Gray
The Bioschemas community (http://bioschemas.org) is a loose collaboration formed by a wide range of life science resource providers and informaticians. The community is developing profiles over Schema.org to enable life science resources such as data about a specific protein, sample, or training event, to be more discoverable on the web. While the content of well-known resources such as Uniprot (for protein data) are easily discoverable, there is a long tail of specialist resources that would benefit from embedding Schema.org markup in a standardised approach.
The community have developed twelve profiles for specific types of life science resources (http://bioschemas.org/specifications/), with another six at an early draft stage. For each profile, a set of use cases have been identified. These typically focus on search, but several facilitate lightweight data exchange to support data aggregators such as Identifiers.org, FAIRsharing.org, and BioSamples. The next stage of the development of a profile consists of mapping the terms used in the use cases to existing properties in Schema.org and domain ontologies. The properties are then prioritised in order to support the use cases, with a minimal set of about six properties identified, along with a larger set of recommended and optional properties. For each property, an expected cardinality is defined and where appropriate, object values are specified from controlled vocabularies. Before a profile is finalised, it must first be demonstrated that resources can deploy the markup.
In this talk, we will outline the progress that has been made by the Bioschemas Community in a single year through three hackathon events. We will discuss the processes followed by the Bioschemas Community to foster collaboration, and highlight the benefits and drawbacks of using open Google documents and spreadsheets to support the community develop the profiles. We will conclude by summarising future opportunities and directions for the community.
Bioschemas: Introduction and Implementation Study OverviewBioschemas
Bioschemas aims to improve data interoperability in life sciences. It does this by encouraging people in life science to use schema.org markup, so that their websites and services contain consistently structured information. This structured information then makes it easier to discover, collate and analyse distributed data.
This presentation gives an overview of the project and the ELIXIR funded Implementation Study running through 2017.
Googles rich snippets and creation of schema.org have brought semantic mark up into sharp focus for the SEO industry. The semantic mark up technologies like Microformats, RDFa and Microdata can seem complex and the implementation choices unclear. Glenn will explain the different technologies how to chose one and demonstrate how to mark up HTML so it is picked up by the search engines. Finally, he will take look at the future of how Google could mine social networks data to aid search recommendation within results.
The document is a website project for a juice bar called Daily Juice. It includes the following sections:
1. Navigation bar and header image for the homepage
2. Introduction text about Daily Juice's mission and products
3. Sections for Menu, About, and Contact
4. Customer testimonial
5. Footer with copyright information
The menu page includes images and descriptions of various juices, smoothies, and bowls available. The design uses a responsive layout for different screen sizes and includes a navigation bar on all pages.
The document shows examples of using AngularJS directives, data binding, controllers and routing to build dynamic web applications. It demonstrates the ng-repeat directive to loop and display data, using controllers to define scopes and models, and routing to load different views. Later examples introduce Angular modules, configuring routes, and using factories to share data between components.
The document discusses a template-based modular architecture for advanced JavaScript applications. It covers key concepts like modular design, modules, templates, and a dispatcher. For modules, it describes elements, encapsulation, and advantages like independence and decomposability. It then covers templates for importing styles, scripts, and HTML. The dispatcher section explains principles like Uniform Module Identifiers and strategies for dispatching and routing. A case study demonstrates system decomposition into modules and their development. The document concludes with discussions around module deployment and performance improvements.
Similar to Stop Reinventing the Wheel! Use Linked Data to Build Better APIs (9)
Hydra: A Vocabulary for Hypermedia-Driven Web APIsMarkus Lanthaler
Presentation of the paper "Hydra: A Vocabulary for Hypermedia-Driven Web APIs" at the 6th Workshop on Linked Data on the Web (LDOW2013) at the WWW2013 in Rio de Janeiro, Brazil
Presentation of the paper "A Web of Things to Reduce Energy Wastage" at the 10th IEEE International Conference on Industrial Informatics (INDIN 2012) in Beijing, China
Presentation of SAPS at the 1st International Workshop on the Information-Centric Web (IC-Web 2011) at the 11th IEEE/IPSJ International Symposium on Applications and the Internet (SAINT 2011) in Munich, Germany
A Semantic Description Language for RESTful Data Services to Combat SemaphobiaMarkus Lanthaler
The document proposes a semantic description language (SEREDASj) to provide machine-readable descriptions of RESTful web services. It aims to address the lack of standards for describing REST APIs and help combat "semaphobia", the fear of semantics. The language builds on previous work but is tailored specifically for REST by focusing on simplicity and supporting many use cases including discovery and composition of RESTful services.
IP address - Past, Present and Future presented by Paul WilsonAPNIC
Paul Wilson, Director General of APNIC delivered a keynote presentation on 'IP address - Past, Present and Future' at MyNOG 11 held in Kuala Lumpur, Malaysia on the 5 June 2024.
Have you ever built a sandcastle at the beach, only to see it crumble when the tide comes in? In the digital world, our information is like that sandcastle, constantly under threat from waves of cyberattacks. A cybersecurity course is like learning to build a fortress for your information!
This course will teach you how to protect yourself from sneaky online characters who might try to steal your passwords, photos, or even mess with your computer. You'll learn about things like:
* **Spotting online traps:** Phishing emails that look real but could steal your info, and websites that might be hiding malware (like tiny digital monsters).
* **Building strong defenses:** Creating powerful passwords and keeping your software up-to-date, like putting a big, strong lock on your digital door.
* **Fighting back (safely):** Learning how to identify and avoid threats, and what to do if something does go wrong.
By the end of this course, you'll be a cybersecurity champion, ready to defend your digital world and keep your information safe and sound!
The advent of social media has revolutionized communication, transforming the way people connect, share, and interact globally. At the forefront of this digital revolution are visionary entrepreneurs who recognized the potential of the internet to foster social connections and create communities. This essay explores the founders of some of the most influential social media platforms, their journeys, and the lasting impact they have made on society.
Mark Zuckerberg, along with his college roommates Eduardo Saverin, Andrew McCollum, Dustin Moskovitz, and Chris Hughes, founded Facebook in 2004. Initially created as a social networking site for Harvard University students, Facebook rapidly expanded to other universities and eventually to the general public. Zuckerberg's vision was to create an online directory that connected people through their real-life social networks.
Twitter, founded in 2006 by Jack Dorsey, Biz Stone, and Evan Williams, brought a new dimension to social media with its microblogging platform. Dorsey envisioned a service that allowed users to share short, real-time updates, limited to 140 characters (now 280). This concise format encouraged rapid sharing of information and fostered a culture of brevity and immediacy.
Kevin Systrom and Mike Krieger co-founded Instagram in 2010, focusing on photo and video sharing. Systrom, who studied photography, wanted to create an app that made mobile photos look professional. The app's unique filters and easy-to-use interface quickly gained popularity, amassing over a million users within two months of its launch.
Instagram's emphasis on visual content has had a significant cultural impact. It has popularized the concept of influencers, giving rise to a new industry where individuals can monetize their popularity and reach. The platform has also revolutionized digital marketing, enabling brands to connect with consumers in more authentic and engaging ways. Acquired by Facebook in 2012, Instagram continues to be a dominant force in social media, shaping trends and cultural norms.
Reid Hoffman founded LinkedIn in 2002 with the goal of creating a professional networking platform. Unlike other social media sites focused on personal connections, LinkedIn was designed to connect professionals, facilitate job searches, and foster business relationships. The platform allows users to create professional profiles, network with colleagues, and share industry insights.
LinkedIn has become an indispensable tool for job seekers, recruiters, and businesses. It has transformed the job market by making it easier to find and connect with potential employers and employees. LinkedIn's influence extends beyond job searches; it has become a hub for professional development, thought leadership, and industry news. Hoffman's vision has significantly impacted how professionals manage their careers and build their networks.
Jan Koum and Brian Acton co-founded WhatsApp in 2009, aiming to create a simple, reliable..
Ethics guidelines for trustworthy AI (HIGH-LEVEL EXPERT GROUP ON ARTIFICIAL I...prb404
On 8 April 2019, the High-Level Expert Group on AI presented Ethics Guidelines for Trustworthy Artificial Intelligence. This followed the publication of the guidelines' first draft in December 2018 on which more than 500 comments were received through an open consultation.
According to the Guidelines, trustworthy AI should be:
(1) lawful - respecting all applicable laws and regulations
(2) ethical - respecting ethical principles and values
(3) robust - both from a technical perspective while taking into account its social environment