The 21st International Semantic Web Conference, Virtual
90 Lectures · Oct 23, 2022
About
International Semantic Web Conference (ISWC) is the premier international forum, for the Semantic Web / Linked Data Community. ISWC 2021 brings together researchers, practitioners and industry specialists to discuss, advance, and shape the future of semantic technologies.
Detailed information can be found at the ISWC 2022 website.
Uploaded videos:
OPENING CEREMONY
OPENING CEREMONY
Nov 10, 2022
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Keynote talks
Circular Health
Nov 10, 2022
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AI Ethics in the Semantic Web
Nov 10, 2022
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Data, Ontologies, Rules, and the Return of the Blank Node
Nov 10, 2022
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Panels
PANEL: “IS THE DEEP LEARNING HYPE GOOD OR BAD FOR THE SEMANTIC WEB?”
Nov 10, 2022
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PANEL: “KNOWLEDGE GRAPHS FOR THE PHYSICAL WORLD: WHAT IS MISSING?”
Nov 10, 2022
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MAIN TRACK 1A: KG CONSTRUCTION & USE
Leveraging Knowledge Graph Technologies to Assess Journals and Conferences at Sp...
Nov 10, 2022
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ISSA: Generic Pipeline, Knowledge Model and Visualization tools to Help Scientis...
Nov 10, 2022
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CS-KG: A Large-Scale Knowledge Graph of Research Entities and Claims in Computer...
Nov 10, 2022
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MAIN TRACK 1B: KG COMPLETENESS
Introducing Semantic Information for Numerical Attribute Prediction over Knowled...
Nov 10, 2022
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An Analysis of Content Gaps versus User Needs in the Wikidata Knowledge Graph
Nov 10, 2022
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GNNQ: A Neuro-Symbolic Approach for Query Answering over Incomplete Knowledge Gr...
Nov 10, 2022
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MAIN TRACK 2A: EMBEDDINGS (I)
EaT-PIM: Substituting Entities in Procedural Instructions using Flow Graphs and ...
Nov 10, 2022
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Heterogeneous Graph Neural Network with Hypernetworks for Knowledge Graph Embedd...
Nov 10, 2022
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μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications
Nov 10, 2022
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MAIN TRACK 2B: ONTOLOGIES & KGS FOR MANUFACTURING
Ontology Reshaping System for Knowledge Graph Construction: Applied on Bosch Wel...
Nov 10, 2022
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SeLoC-ML: Semantic Low-Code Engineering for Machine Learning Applications in Ind...
Nov 10, 2022
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Executable Knowledge Graph for Machine Learning: A Bosch Case for Welding Monito...
Nov 10, 2022
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MAIN TRACK 3A: BIOMEDICAL ONTOLOGIES & KGS
A Survey of Syntactic Modelling Structures in Biomedical Ontologies
Nov 10, 2022
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Machine Learning-Friendly Biomedical Datasets for Equivalence and Subsumption On...
Nov 10, 2022
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IMGT-KG: a knowledge graph for immunogenetics
Nov 10, 2022
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MAIN TRACK 3B: LINKED DATA
LODChain: Strengthen the Connectivity of your RDF Dataset to the Rest LOD Cloud
Nov 10, 2022
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Reproducibility Crisis in the LOD Cloud: Studying the Impact of Ontology Accessi...
Nov 10, 2022
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RMLStreamer – an RDF stream generator from streaming heterogeneous data
Nov 10, 2022
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MAIN TRACK 4A: NLP (I)
Knowledge Graph Induction enabling Recommending and Trend Analysis: A Corporate ...
Nov 10, 2022
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RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue Generation
Nov 10, 2022
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Enhancing Document-level Relation Extraction by Entity Knowledge Injection
Nov 10, 2022
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MAIN TRACK 4B: ONTOLOGIES (I)
Agree to Disagree: Managing Ontological Perspectives using Standpoint Logic
Nov 10, 2022
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Controlled query evaluation in OWL 2 QL: A “Longest Honeymoon” Approach
Nov 10, 2022
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Efficient Dependency Analysis for Rule-Based Ontologies
Nov 10, 2022
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MAIN TRACK 5A: EMBEDDINGS (II)
Radar Station: Using KG Embeddings for Semantic Table Interpretation and Entity ...
Nov 10, 2022
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LoGNet: Local and Global Triple Embedding Network
Nov 10, 2022
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The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings
Nov 10, 2022
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MAIN TRACK 5B: ONTOLOGIES (II)
Semantic Knowledge Graphs for Distributed Data Spaces: the Public Procurement Pi...
Nov 10, 2022
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Faithful Embeddings for EL++ Knowledge Bases
Nov 10, 2022
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POSO: A Generic Positioning System Ontology
Nov 10, 2022
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MAIN TRACK 6A: NLP (II)
WDV: A Broad Data Verbalisation Dataset Built from Wikidata
Nov 10, 2022
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REBench: Microbenchmarking Framework for Relation Extraction Systems
Nov 10, 2022
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MultPAX: Keyphrase Extraction using Language Models and Knowledge Graphs
Nov 10, 2022
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MAIN TRACK 6B: QUERYING
Hashing the Hypertrie: Space- and Time-Efficient Indexing for SPARQL in Tensors
Nov 10, 2022
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WDBench: A Wikidata Graph Query Benchmark
Nov 10, 2022
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Strabo 2: Distributed Management of Massive Geospatial RDF Datasets Research
Nov 10, 2022
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MAIN TRACK 7A: KG REFINEMENT & SCALE
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions
Nov 10, 2022
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Scaling Knowledge Graphs for Automating AI of Digital Twins
Nov 10, 2022
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Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs
Nov 10, 2022
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MAIN TRACK 7B: TEMPORAL KGS
H2TNE: Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces
Nov 10, 2022
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Each Snapshot to Each Space: Space Adaptation for Temporal Knowledge Graph Compl...
Nov 10, 2022
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CRNet: Modeling Concurrent Events over Temporal Knowledge Graphs
Nov 10, 2022
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MAIN TRACK 8A: LEARNING REPRESENTATIONS
Towards Neural Network Interpretability using Commonsense Knowledge Graphs
Nov 10, 2022
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HCL: Improving Graph Representation with Hierarchical Contrastive Learning
Nov 10, 2022
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Infusing Contextual Knowledge Graphs for Visual Object Recognition
Nov 10, 2022
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MAIN TRACK 8B: GRAPH VALIDATION
Repairing SHACL Constraint Violations using Answer Set Programming
Nov 10, 2022
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HybridFC: A hybrid approach to perform Fact Checking over Knowledge Graphs
Nov 10, 2022
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Mapping Relational Database Constraints to SHACL
Nov 10, 2022
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SEMANTIC WEB CHALLENGE 1
Introduction from the organisers
Nov 10, 2022
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DAGOBAH system
Nov 10, 2022
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KGCODE-Tab system
Nov 10, 2022
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Wikary dataset
Nov 10, 2022
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SOTAB dataset
Nov 10, 2022
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s-elBat and MammoTab
Nov 10, 2022
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TSOTSA
Nov 10, 2022
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Food composition dataset
Nov 10, 2022
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SEMANTIC WEB CHALLENGE 2
Challenge overview - 5 min
Nov 10, 2022
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Reasoning in the FIBO ontology
Nov 10, 2022
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The Downgrading Axioms Challenge for Qualitative Composition of Food Ingredients
Nov 10, 2022
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Improving Transitive Embeddings in Neural Reasoning Tasks via Knowledge-Based Po...
Nov 10, 2022
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Memory Networks for RDFS reasoning: Experiments
Nov 10, 2022
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SEMANTIC WEB CHALLENGE 3
Overview
Nov 10, 2022
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Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Populati...
Nov 10, 2022
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Prompting as Probing: Using Language Models for Knowledge Base Construction
Nov 10, 2022
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Knowledge Base Construction from Pretrained Language Models
Nov 10, 2022
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Prompt Design and Answer Processing for knowledge Base Construction from Pre-tra...
Nov 10, 2022
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Summary
Nov 10, 2022
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SEMANTIC WEB CHALLENGE 4
Overview
Nov 10, 2022
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Challenges Of Domain Specific Question Answering System
Nov 10, 2022
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Entity and Relation Linking using CLOCQ
Nov 10, 2022
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Answer Type Prediction, Relation Linking and Entity Linking
Nov 10, 2022
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losure and announcement of awards by the organisers
Nov 10, 2022
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INDUSTRY TRACK 1
Driving Scientific Discovery with Knowledge Graphs and AI in Life Sciences
Nov 10, 2022
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Knowledge Graph – Our Secret Recipe for Entity Disambiguation
Nov 10, 2022
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Knowledge-Based News Event Analysis Toolkit
Nov 10, 2022
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RDF2TigerGraph: Towards Supporting RDF in TigerGraph Property Graph Database
Nov 10, 2022
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The Knowledge Graph Lifecycle in NTT DATA
Nov 10, 2022
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INDUSTRY TRACK 2
Compiling and inferring from economic networks
Nov 10, 2022
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Versioned Objects
Nov 10, 2022
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Rapid Explainability for Skill Description Learning
Nov 10, 2022
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Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment
Nov 10, 2022
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MetaverseKG: Knowledge Graph for Engineering and Design Application in Industria...
Nov 10, 2022
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Town Hall
TOWN HALL
Nov 10, 2022
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Closing
CLOSING CEREMONY
Nov 10, 2022
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