Personal Knowledge Graphs A new paradigm for data sovereignty, productivity and creativity - CDW21 скачать в хорошем качестве

Personal Knowledge Graphs A new paradigm for data sovereignty, productivity and creativity - CDW21

Are your personal data, documents, files and messages all over the place? Do you find yourself switching between applications, devices and files, unable to remember or find what you were looking for? Would it make you feel better to know that it's not entirely your fault, and maybe there is a way out? You know the stories about how the volume of data the world generates every day has gone through the roof. You know how most platforms want to lock you and your data in. The volume and complexity of data each person has to manage today is comparable to what business owners and knowledge management professionals had to manage a few years ago. What if each one of us could use the tools and practices professionals use to manage their data and build knowledge, while avoiding vendor lock-in? A new generation of tools aiming to democratize access to knowledge management best practices and technology previously reserved for professional use is on the rise. These tools, geared towards personal use, come in many shapes and forms. But they have one thing in common: they treat connections and context as first-class citizens, leveraging the graph paradigm. Join us as we explore the rise of the Personal Knowledge Graph, and discuss use cases, tools, features and functionality, challenges and opportunities, and how to get started with PKGs. Key Topics What is a Personal Knowledge Graph? What are Personal Knowledge Graphs good for? What are the use cases? How do I build a Personal Knowledge Graph? What are the options / tools available? What are the features in Personal Knowledge Graph tools? Towards a PKG ecosystem: Data interchange, semantics, interoperability Target Audience Freelancers Creatives Power users Privacy-aware individuals Researchers Goals Define and explore the interplay between the most advanced technology for managing data and knowledge and user-oriented tools Answer questions that matter How can knowledge graphs be democratized for end users? What are some use cases and examples for personal knowledge graphs? How can personal knowledge graphs be populated? What tools are available today? What are some important features to look for in personal knowledge graph tools? What will it take to seed a PKG ecosystem? What are the next milestones / roadblocks? Session outline: Introduction Meet and Greet Setting the stage Definitions and background What is a Knowledge Graph? What is a Personal Knowledge Graph? What are the sources for PKGs to draw from? How can machine learning / NLP help create and populate PKGs? What kind of problems can we solve by using it? What are the major roadblocks / goals, how could we address them, and what would that enable? Who are some key players to keep an eye on? Use Cases Note-taking and digital gardening Personal data archiving from own sources (Email, documents, online resources, others) Personal data archiving from 3rd party sources (Government, Social media, others) Annotation (Manual or via NLP) Collaboration (requires interoperability) Format Extended panel Expert discussion, coordinated by moderator 2 hours running time Running time includes modules of expert discussion, interspersed with modules of audience Q&A / interaction Level Beginner to Advanced Prerequisite Knowledge None -- Jeff Tang , Jerry Michalski , Ivo Velitchkov and Alan Morrison -- Welcome to Connected Data London's #ThrowbackThursday Every Thursday at 3pm GMT, we are releasing gems from our vault on #YouTube Tune in and learn from leaders and innovators; subscribe to our channel and watch premieres as they are released! #knowledgegraph #graphdatabase #graph #AI #datascience #analytics #semtech #ontology