Fortnightly Knowledge Graph News Roundup [13 December 2024]
Welcome back to another fortnightly news roundup from around the knowledge graph industry for the week ending on December 13th, 2024.
Knowledge Graph Jobs
Knowledge Engineer (Hybrid/Remote, Helsinki) – In Parallel
Postdoc: Knowledge-informed reasoning about the harmfulness of internet memes (Amsterdam) – VU Amsterdam
Articles, Editorial & Hot Takes
How AI is Transforming Traditional Business Roles [TechGraph]
5 GEO trends shaping the future of search [SearchEngineLand]
AI Innovations & Trends: Incremental Updates Functionality in GraphRAG and More [Substack]
To err is (not just) human: How to mitigate the business risks of AI confabulation [FastCompany]
When Graph AI Meets Generative AI: A New Era in Scientific Discovery [Unite.AI]
Large action models and the promise of true agency [DataScienceCentral]
Q&A: Andreas Kollegger on combatting gen AI’s hallucinations [THINK Digital Partners]
AI Will Feel Like A New Digital Species: Microsoft AI Chief [OfficeChai]
Research & Papers
SAKA: An Intelligent Platform for Semi-automated Knowledge Graph Construction and Application [NASA & ADS]
Directed Knowledge Graph Embedding Using a Hybrid Architecture of Spatial and Spectral Graph Neural Networks [MDPI]
Research on Personalized Learning Resource Recommendation Based on Knowledge Graph [IEEE]
MPCD: A Multitask Graph Transformer for Molecular Property Prediction by Integrating Common and Domain Knowledge [Journal of Medicinal Chemistry]
Data Scientist Yi Nian Documents Machine Learning Role in Risk Prediction of Alzheimer’s and Related Dementias [StreetInsider]
New KG Tech & Solutions
What’s new in ArcGIS Pro SDK, November 2024 [Esri]
Startup & Corporate News
Meet CircleMind: An AI Startup that is Transforming Retrieval Augmented Generation with Knowledge Graphs and PageRank [MarkTechPost]
How Rox is transforming revenue teams with AI-driven integration [AWS Startups]
Knowledge Graph Market Forecasted for Substantial Growth (2024-2031) [DataM Intelligence]
Wikimedia Deutschland Launches AI Knowledge Project in Collaboration with DataStax Built with NVIDIA AI [Business Wire]
Conference Presentations & Wrapups
Knowledge Engineering and Knowledge Management – EKAW 2024 Conference Proceedings [Springer Professional]
The Semantic Web – ISWC 2024 Conference Proceedings [Springer Nature]
Tech Deep Dive & Applications
Building a Manufacturing Digital Thread using Graph and Generative AI [AWS Blog]
GraphRAG: Transforming business intelligence [Atos]
Trapped in the Net: Where is a Foundation Model for Graphs? [Towards Data Science]
Building a Knowledge Graph From Scratch Using LLMs [Towards Data Science]
Search enterprise data assets using LLMs backed by knowledge graphs [AWS Blog]
GraphRAG: Combination of graphs and text for LLMs [heise online]
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