SKG Sources — clickable index by provider
136 sources · TotalEnergies x Forvis Mazars · open + print to PDF
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SKG literature · 19 source(s)
The Semantic Knowledge Graph: a compact, auto-generated model for real-time traversal & rankingarXiv / IEEE BigData (Grainger, AlJadda et al.) · 2016-09-01 · AcademicA Survey on Knowledge Graphs: Representation, Acquisition and ApplicationsarXiv / IEEE TNNLS (Ji, Pan, Cambria et al.) · 2020-02-01 · AcademicAccelerating Knowledge Graph and Ontology Engineering with Large Language ModelsarXiv (Hitzler et al.) · 2024-11-01 · AcademicFrom Symbolic to Natural-Language Relations: Rethinking KG Construction in the Era of LLMsarXiv · 2026-01-01 · AcademicAre Large Language Models Effective Knowledge Graph Constructors?arXiv · 2025-10-01 · AcademicLarge Language Models for Knowledge Graph Embedding: A SurveyarXiv · 2025-01-01 · AcademicSemantic Property Graph for Scalable Knowledge Graph AnalyticsarXiv · 2020-09-01 · AcademicOpen Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly KnowledgearXiv (Jaradeh et al., TIB) · 2019-01-01 · AcademicA Semantic Web Technology IndexarXiv · 2022-01-01 · AcademicKnowledge GraphsACM Computing Surveys (Hogan, Blomqvist, Cochez, D'Amato et al.) · 2021-01-01 · AcademicIndustry-scale Knowledge Graphs: Lessons and ChallengesACM Queue (Noy, Gao, Jain, Narayanan, Patterson, Taylor) · 2019-08-01 · AcademicIndustry-Scale Knowledge GraphsCommunications of the ACM · 2019-08-01 · AcademicNeurosymbolic AI for Reasoning over Knowledge Graphs: A SurveyarXiv (DeLong, Fernandez Mir, Fleuriot) · 2023-02-01 · AcademicNeural-Symbolic Methods for Knowledge Graph Reasoning: A SurveyACM TKDD · 2024-01-01 · AcademicKnowledge graphs as tools for explainable machine learning: A surveyArtificial Intelligence (Tiddi & Schlobach) · 2022-01-01 · AcademicRepresentation Learning in Complex Logical Query Answering on Knowledge Graphs: A SurveyACM Computing Surveys · 2025-01-01 · AcademicA Procedure Model for Building Knowledge Graphs for Industry ApplicationsarXiv · 2024-09-01 · AcademicSchema engineering for enterprise knowledge graphs: a reflecting survey and case studyResearchGate / SEMANTiCS · 2018-01-01 · AcademicMap: how the most innovative companies use knowledge graphsBusiness of Business · 2021-01-01 · PressStandards (W3C) · 8 source(s)
ISO 15926 templates and the Semantic WebW3C (OGWS) · 2008-11-01 · StandardsRDF 1.1 Concepts and Abstract SyntaxW3C Recommendation · 2014-02-25 · StandardsOWL 2 Web Ontology Language PrimerW3C Recommendation · 2012-12-11 · StandardsShapes Constraint Language (SHACL)W3C Recommendation · 2017-07-20 · StandardsSPARQL 1.1 Query LanguageW3C Recommendation · 2013-03-21 · StandardsSHACLWikipedia · 2026-06-14 · EncyclopediaLessons Learned from the Combined Development of OWL and SHACLK-CAP 2025 (ACM) · 2025-01-01 · AcademicSHACL Validation in the Presence of Ontologies: Semantics and Rewriting TechniquesarXiv · 2025-07-01 · AcademicGoogle · 7 source(s)
Knowledge Catalog for AI agentsGoogle Cloud Docs · 2026-04-10 · Official docIntroducing the Google Cloud Knowledge CatalogGoogle Cloud Blog · 2026-04-01 · Vendor blogUnveiling new BigQuery capabilities for the agentic eraGoogle Cloud Blog · 2026-04-01 · Vendor blogGoogle pitches Agentic Data CloudInfoWorld · 2026-04-01 · PressGoogle Next 2026: Looker, BigQuery, agentic analyticsRittman Analytics · 2026-04-01 · Practitioner blogBigQuery's Native Semantic Layer: the graph approachAstrafy (Medium) · 2026-04-01 · Practitioner blogThe unified graph: Spanner Graph + BigQuery GraphGoogle Cloud Blog · 2026-06-14 · Vendor blogGraphRAG · 7 source(s)
A Survey of Graph Retrieval-Augmented Generation for Customized LLMsarXiv · 2025-01-01 · AcademicSemRAG: Semantic Knowledge-Augmented RAG for Improved QAarXiv · 2025-07-01 · AcademicGraphSearch: An Agentic Deep Searching Workflow for Graph RAGarXiv · 2025-09-01 · AcademicLightRAG: Simple and Fast Retrieval-Augmented GenerationarXiv (Guo et al.) · 2024-10-01 · AcademicHippoRAG: Neurobiologically Inspired Long-Term Memory for LLMsarXiv (Gutierrez et al.) · 2024-05-01 · AcademicLinearRAG: Linear Graph Retrieval-Augmented Generation on Large-scale CorporaarXiv · 2025-10-01 · AcademicKnowledge Graph-based Retrieval-Augmented Generation for Schema MatchingarXiv · 2025-01-01 · AcademicEnergy / industrial · 5 source(s)
The OSDU Data Platform - A PrimerThe Open Group OSDU Forum · 2024-01-01 · StandardsA Data Mesh Adaptable Oil and Gas Ontology Based on Open StandardsSCITEPRESS / KEOD · 2023-01-01 · AcademicHow Using Knowledge Graphs can Optimize the Oil and Gas IndustryLinkedIn (Jon Brewton) · 2023-01-01 · LinkedIn postEquinor: data efficiency with Azure Data Manager for EnergyMicrosoft Customer Stories · 2024-01-01 · Case studyEnterprise Knowledge GraphsSiemens · 2026-06-14 · Vendor siteFounding text · 5 source(s)
The Semantic WebScientific American (Berners-Lee, Hendler, Lassila) · 2001-05-01 · MagazineSemantic Web Road mapW3C Design Issues (Tim Berners-Lee) · 1998-09-14 · FoundationalLinked DataW3C Design Issues (Tim Berners-Lee) · 2006-07-27 · FoundationalThe Semantic Web RevisitedIEEE Intelligent Systems (Shadbolt, Hall, Berners-Lee) · 2006-05-01 · AcademicInformation Management: A ProposalW3C / CERN (Tim Berners-Lee) · 1989-03-01 · FoundationalApplied ontology (BFO) · 4 source(s)
BFO: Basic Formal OntologyApplied Ontology (Otte, Beverley, Ruttenberg) · 2022-01-01 · AcademicBasic Formal Ontology: Case StudiesSSRN (Beverley, Otte, Ruttenberg) · 2024-01-01 · AcademicBuilding Ontologies with Basic Formal OntologyMIT Press (Arp, Smith, Spear) · 2015-01-01 · BookBasic Formal OntologyWikipedia · 2026-06-14 · EncyclopediaOntotext · 4 source(s)
Ontotext GraphDBOntotext (Graphwise) · 2026-06-14 · Vendor siteOntologies - GraphDB documentationOntotext Docs · 2026-06-14 · Official docOntotextWikipedia · 2026-06-14 · EncyclopediaWhat Is SHACL? - FundamentalsGraphwise (Ontotext) · 2026-06-14 · Vendor explainerPuppyGraph · 4 source(s)
What Is a Semantic Knowledge Graph?PuppyGraph (blog) · 2026-06-14 · Vendor blogProperty graph vs RDF - key differencesPuppyGraph (blog) · 2026-06-14 · Vendor blogRDF Knowledge Graphs: Structure & BenefitsPuppyGraph (blog) · 2026-06-14 · Vendor blog7 Knowledge Graph Examples of 2026PuppyGraph (blog) · 2026-06-14 · Vendor blogThought leader · 4 source(s)
KG + LLM = Happily Ever After? w/ Tony SealeCatalog & Cocktails (data.world podcast) · 2024-01-01 · PodcastThe Ontology PipelineSubstack (Jessica Talisman) · 2024-01-01 · Practitioner blogFundamental Root of Information Interoperability and Digital Transformation: ISO 15926LinkedIn (Alireza Salehi) · 2024-01-01 · LinkedIn postChoosing the Right GraphSubstack (Jessica Talisman) · 2025-01-01 · Practitioner blogdata.world / Thought leader · 4 source(s)
A Benchmark to Understand the Role of Knowledge Graphs on LLM Accuracy for Question Answering on Enterprise SQL DatabasesarXiv (Sequeda, Allemang, Jacob - data.world) · 2023-11-13 · AcademicA Benchmark to Understand the Role of Knowledge Graphs on LLM Accuracy... (published version)GRADES-NDA 2024 (ACM, Sequeda, Allemang, Jacob) · 2024-06-01 · AcademicIncreasing the Accuracy of LLM Question-Answering Systems with OntologiesarXiv / ISWC 2024 (Allemang, Sequeda) · 2024-05-19 · AcademicKnowledge Graph + Large Language Models accuracy benchmark (public report)data.world (Industry report) · 2023-11-13 · Industry report- · 3 source(s)
From Semantic Web & MAS to Agentic AI: Web of AgentsarXiv · 2025-07-01 · AcademicBest Semantic Layer Tool 2026 (no vendor bias)Unwind Data · 2026-06-14 · Independent blogKnowledge Graphs for Enterprise AI: Context, Reasoning & ROIgend.co · 2026-06-14 · Practitioner blogAtlan · 3 source(s)
The Context Layer for AIAtlan · 2026-06-14 · Vendor siteContext Catalog: AI-Ready Metadata LayerAtlan (Know) · 2026-06-14 · Vendor blogActive Metadata: Context Layer for AIAtlan (Know) · 2026-06-14 · Vendor blogDatabricks · 3 source(s)
Unity Catalog metric viewsDatabricks Docs · 2026-06-12 · Official docWhat is a Semantic Layer?Databricks · 2026-06-14 · Vendor blogOntoBricksDatabricks Labs · 2026-06-14 · Open-sourceGlean · 3 source(s)
Enterprise GraphGlean · 2025-09-25 · Vendor siteThird-Gen Assistant + new Enterprise GraphGlean (Press) · 2025-09-25 · PressKnowledge graphs & the agentic engineGlean (Blog) · 2026-06-14 · Vendor blogLlamaIndex · 3 source(s)
Context-aware agent frameworkLlamaIndex · 2026-06-14 · Vendor siteContext Engineering: what it isLlamaIndex (Blog) · 2026-06-14 · Vendor blogBuilding knowledge graph agentsLlamaIndex (Blog) · 2026-06-14 · Vendor blogMicrosoft · 3 source(s)
What is ontology (preview) - Fabric IQMicrosoft Learn · 2026-06-14 · Official docProject GraphRAGMicrosoft Research · 2024-07-01 · Official docGraphRAG documentationMicrosoft (GraphRAG docs) · 2026-06-14 · Official docPublic KG · 3 source(s)
Wikidata as a knowledge graph for the life scienceseLife (Waagmeester et al.) · 2020-03-17 · AcademicAgreeing and Disagreeing in Collaborative Knowledge Graph Construction: An Analysis of WikidataarXiv · 2023-06-01 · AcademicData and datasets vocabularySchema.org · 2026-06-14 · StandardsSKG literature / LLM+KG · 3 source(s)
Unifying Large Language Models and Knowledge Graphs: A RoadmapIEEE TKDE / arXiv (Pan, Luo, Wang et al.) · 2024-01-01 · AcademicLLM-empowered Knowledge Graph Construction: A SurveyarXiv · 2025-10-01 · AcademicPractices, opportunities and challenges in the fusion of knowledge graphs and LLMsFrontiers in Computer Science · 2025-01-01 · AcademicStandards (ISO) · 3 source(s)
ISO/TS 15926-12:2018 - Life-cycle integration ontology in OWLISO · 2018-01-01 · StandardsIndustrial Data Ontology (IDO) - draftPOSC Caesar / ISO TR 15926-14 · 2024-01-01 · StandardsISO 15926Wikipedia · 2026-06-14 · EncyclopediaAWS · 2 source(s)
Bedrock Knowledge BasesAWS · 2026-06-14 · Official docKnowledge graphs with GraphRAG (Bedrock + Neptune)AWS Database Blog · 2026-06-14 · Vendor blogCollibra · 2 source(s)
Collibra PlatformCollibra · 2026-06-14 · Vendor siteCollibra x Google Cloud Knowledge CatalogCollibra · 2026-04-01 · PressIndependent · 2 source(s)
Knowledge Graphs vs. Property Graphs - Part ITDAN (The Data Administration Newsletter) · 2026-06-14 · Practitioner blogGraphRAG Explained: Enhancing RAG with Knowledge GraphsZilliz / Medium · 2024-01-01 · Practitioner blogNeo4j · 2 source(s)
Why Neo4j for knowledge graphsNeo4j · 2026-06-14 · Vendor siteRDF vs. property graphs: choosing the right approach for a knowledge graphNeo4j (blog) · 2026-06-14 · Vendor blogThought leader (data.world) · 2 source(s)
Designing and Building Enterprise Knowledge GraphsSpringer (Sequeda & Lassila) · 2021-01-01 · BookInvesting in Knowledge Graph provides higher accuracy for LLM-powered question answeringLinkedIn (Juan Sequeda) · 2023-11-01 · LinkedIn postdata.world · 2 source(s)
Data catalog platform (knowledge graph)data.world · 2026-06-14 · Vendor siteAI Context Engine FAQdata.world · 2026-06-14 · Vendor siteAtScale · 1 source(s)
Universal Semantic LayerAtScale · 2026-06-14 · Vendor siteAtlan / BigID · 1 source(s)
BigID & Atlan unified catalog for AI governancePR Newswire · 2026-03-01 · PressAtlan / Gartner · 1 source(s)
Gartner context graphsAtlan (Know) · 2026-06-14 · Vendor blogAtlas IA · 1 source(s)
Atlas IA knowledge graphAtlasAI · 2026-06-14 · Vendor siteCoalesce · 1 source(s)
Semantic Layers 2025: Catalog Owner & Data Leader PlaybookCoalesce · 2025-01-01 · Vendor blogCognite · 1 source(s)
Cognite Data FusionCognite · 2026-06-14 · Official docCube · 1 source(s)
Cube - Agentic Analytics PlatformCube · 2026-06-14 · Vendor siteForrester · 1 source(s)
The Forrester Wave: Graph Data Platforms, Q4 2020Forrester · 2020-12-01 · AnalystGartner · 1 source(s)
Gartner 2026 predictions: semantic layer not optionalOntoForce · 2026-01-01 · Analyst-citedGigaOm / Promethium · 1 source(s)
Top 10 Semantic Layer Tools 2026 (cites GigaOm Radar)Promethium · 2026-01-01 · Vendor/Analyst-citedIBM · 1 source(s)
What Is a Semantic Layer?IBM · 2026-06-14 · Vendor explainerIllumex · 1 source(s)
Generative Semantic FabricIllumex · 2026-06-14 · Vendor siteInformatica · 1 source(s)
CLAIRE / Cloud Data Governance & CatalogInformatica · 2026-06-14 · Vendor siteKyvos · 1 source(s)
What is a Semantic Layer?Kyvos · 2026-06-14 · Vendor blogMetafactory · 1 source(s)
metaphactorymetaphacts · 2026-06-14 · Vendor sitePalantir · 1 source(s)
Ontology building - OverviewPalantir Docs · 2026-06-14 · Official docPromethium · 1 source(s)
What is a Semantic Layer? 2026 guidePromethium · 2026-01-01 · Vendor blogRDFox · 1 source(s)
RDFox reasoning engineOxford Semantic (Samsung) · 2026-06-14 · Vendor siteReference · 1 source(s)
RDF vs OWL: key differences, use cases, examplesAtlan (Know) · 2026-06-14 · Vendor blogRelationalAI · 1 source(s)
Knowledge Graph Coprocessor (Snowflake)RelationalAI · 2024-11-01 · Vendor siteSnowflake · 1 source(s)
Overview of semantic viewsSnowflake Docs · 2026-06-14 · Official docSousLeSens · 1 source(s)
SousLeSens (TSF ecosystem)SousLeSens · 2026-06-14 · Open-sourceStardog · 1 source(s)
Stardog Semantic AI PlatformStardog · 2026-06-14 · Vendor siteStrategy · 1 source(s)
Semantic Layer Architecture: 5 Core ComponentsStrategy (MicroStrategy) · 2026-06-14 · Vendor blogTigerGraph · 1 source(s)
RDF vs. Property Graph: choosing the right foundation for knowledge graphsTigerGraph (blog) · 2026-06-14 · Vendor blogdbt · 1 source(s)
About MetricFlowdbt Labs Docs · 2026-06-14 · Official doc