Fortnightly Knowledge Graph News Roundup [29 November 2024]
Welcome back to another fortnightly news roundup from around the knowledge graph industry for the week ending on November 29th, 2024
KG Community & Discussions
Juan Sequeda reflects on 1 year after publishing his co-authored paper on knowledge graphs, LLMs and enterprise SQL databases [LinkedIn]
A video by Paco Nathan presents an overview of GraphRAG with plenty of references and resources (shared by Larry Swanson) [LinkedIn]
Recaps and reflections of the International Semantic Web Conference (ISWC) in Baltimore provided by KG community member Juan Sequeda and KGC co-founder François Scharffe [LinkedIn]
Knowledge Graph Jobs
Semantic Engineer (London or Remote EU/US) – Semantic Partners
Ontologist (London or Remote EU/US) – Semantic Partners
Fundraising News
Writer, Inc. reels in $200M for its generative AI toolkit [SiliconANGLE]
Research & Papers
Tongji University unveils CivilGPT to provide tailored learning pathways for students [China Daily]
JPMorgan Chase Researchers Propose JPEC: A Novel Graph Neural Network that Outperforms Expert’s Predictions [MarkTechPost]
Multisource representation learning for pediatric knowledge extraction from electronic health records [npj Digital Medicine, part of Nature]
TravelRAG: A Tourist Attraction Retrieval Framework Based on Multi-Layer Knowledge Graph [MDPI]
Knowledge Graph to Facilitate Cloud Security Compliance with NIST Cybersecurity Framework [ResearchGate]
GraphAide: Building and Utilizing Knowledge Graphs for Domain-Specific Digital Assistants [MarkTechPost]
Explicit and Implicit Feature Contrastive Learning Model for Knowledge Graph Link Prediction [MDPI]
KSDKG: construction and application of knowledge graph for kidney stone disease [UroToday]
Ontology-Driven Knowledge Graph Construction in the Mathematics Semantic Library [Pattern Recognition and Image Analysis]
A Survey on Retrieval-Augmented Language Models (RALMs) in Natural Language Processing [Neurocomputing]
Graph-based AI model maps the future of innovation [MIT News]
Startup & Corporate News
AllegroGraph Wins KMWorld Readers’ Choice Award for ‘Best Knowledge Graph’ [EIN Presswire]
Samsung and Apple’s knowledge-centric approaches to secure, personalized AI on phones [DataScienceCentral]
RavenPack and Vespa.ai Launch Bigdata.com to Revolutionize Billion-Scale Vector Search for Financial Research [Business Wire]
Database startup Neo4j embraces AI to supercharge growth [TechCrunch]
The graph database arms race: How Microsoft and rivals are revolutionizing cybersecurity [VentureBeat]
Samsung’s push for accurate AI: The role of knowledge graphs [The Chosun Daily]
Tech Deep Dive & Applications
Web Almanac has a new chapter on structured data [HTTP Archive]
An Introduction to GraphRAG [KDnuggets]
Reshaping fraud detection in Asian finance with knowledge graphs [Asian Banking & Finance]
Five AI Tools to Help Newsrooms with Political Reporting [TV News Check]
Recognizing the Power of Graph Databases and Knowledge Graphs [Database Trends and Applications]
Ontology Reasoning in Knowledge Graphs [Towards Data Science]
Unbundling the Graph in GraphRAG [O’Reilly]
GraphRAG 2.0 Improves AI Search Results [Search Engine Journal]
Why Knowledge Graphs Are On The Rise [Forbes]
Conference Presentations & Wrapups
6 Ways to Transform Your Business with AI with Google Cloud’s VP & GM of Applied AI [SaaStr]
Marrying knowledge management with knowledge graphs [KMWorld 2024]
Data fabric architecture: the solution to explore better? [IMAGE conference]
New KG Tech & Solutions
Introducing Fast GraphRAG, an open-source RAG approach that uses knowledge graphs and PageRank to achieve higher-quality results [Hacker News]
Leveraging AMPs for machine learning [CIO]
Microsoft’s Key to Efficient AI Search: GraphRAG Dynamic Community Selection [WinBuzzer]
Franz Inc. Enhances AllegroGraph’s Neuro-Symbolic AI Features with Support for Additional AI Models [EIN Presswire]
GraphFusion Is Now Open Source [Hacker News]
New Release of Graphwise GraphDB Delivers Multi-Method Graph RAG [PR Newswire]
Featuring Linked Data Hub: a portal into your RDF Knowledge Graph [AtomGraph on X]
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