ISWC2017 papers

Artificial Intelligence Technology Semantic Web Technology Reasoning Technology Collecting AI Conference Papers Ontology Technology Machine Learning Digital Transformation Technology Knowledge Information Processing Technology
ISWC2017 papers

From ISWC2017, an international conference on Semantic Web technology, one of the artificial intelligence technologies for handling knowledge information. In the previous article, we discussed ISWC 2016.

 

Voila (Visualization and Interaction for Ontologies and Linked Data) has a ViziQuer as a UI for generating R2RML mappings,* Linked DataReactor, and various tree information Treevis.net, which classifies visualizations, is one such example.

In addition, there are reports on learning multimodal relational knowledge using semantic information such as textual information, image attribute information such as image information that is difficult to express in text, and knowledge graphs that link them together.

Efficient methods for semantic data mining (SDM: using annotated data and interconnected background knowledge to generate rules that can be easily interpreted by end users), or using background knowledge bases to improve prediction of relationships between parts of an image There were talks by StephanBrier on improving visual relationship detection using semantic modeling of scene descriptions, among others.

The following is a detailed description of the presentation.

Workshops and Tutorials
  OM: Ontology Matching
  KGC: Constructing Domain-specific Knowledge Graphs
  WOP: Ontology Design and Patterns
  SWoTIoT: Semantic Web meets Internet of Things (IoT) and Web of Things (WoT)
  HDT: Queryable Compression Format for Linked Data
  HSSUES: Hybrid Statistical Semantic Understanding and Emerging Semantics
  SemSci: Enabling Open Semantic Science
  SWIT: Semantic Web Technologies for the IoT
  SemDaPra: Semantic Data Management in Practice
  BLINK: Benchmarking Linked Data
  ReQuLGD: Representation and Querying for Linked Geospatial Data
  VOILA: Visualization and Interaction for Ontologies and Linked Data
  DeSemWeb: Decentralizing the Semantic Web
  NLIWOD: Natural Language Interfaces for the Web of Data
  MT4OBDA: Methods and Tools for Developing Ontology-Based Data Access Solutions
  WHiSe: Humanities in the Semantic Web
  PrivOn: Society, Privacy and the Semantic Web - Policy and Technology
  StreamApp: How to Build a Stream Reasoning Application
  SemStats: Semantic Statistics
  S4BioDiv: Semantics for Biodiversity
  LD4IE: Linked Data for Information Extraction
  WOMoCoE: Ontology Modularity, Contextuality, and Evolution
  WSP: Web Stream Processing
  PROFILES: Dataset PROFlLing and fEderated Search for Web Data
  BlkMirror: Re-coding Black Mirror
  
Data Quality
  Blockchain Enabled Privacy Audit Logs
  Lessons Learned in Building Linked Data for the American Art Collaborative
  Provenance Information in a Collaborative Knowledge Graph: an Evaluation of Wikidata External References
  Reliable Granular References to Changing Linked Data

Reasoning
  Entity Comparison in RDF Graphs
  Semantic Rule-Based Equipment Diagnostic
  Meta Structures in Knowledge Graphs
  Distributed Semantic Analytics using the SANSA Stack
  An Empirical Study on How the Distribution of Ontologies Affects Reasoning on the Web
  Expressive Stream Reasoning with Laser 
  RSPLab, RDF Stream Processing Benchmarking made easy
  Multi-Label Based Learning for Better Multi-Criteria Ranking of Ontology Reasoners

Multillinguality
  Encoding Category Correlations into Bilingual Topic Modeling for Cross-Lingual Taxonomy Alignment
  AMUSE: Multilingual Semantic Parsing for Question Answering over Linked Data  
  Cross-lingual infobox alignment in Wikipedia using Entity-Attribute Factor Graph  
  Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding

Open Goverment Risk and Compliance
  SW at the department ‘Omgeving’ of the Flemish Gov
  Business intelligence Using the Knowledge Graph Built over the Russian Legal Entities Registry
  The Qualification Data Repository (QDR): Enhancing Interoperability of Qualifications in Europe
  Semantic Concept Discovery Over Event Data
  Using Lightweight Semantic Models to Assist Risk Management in a Large Enterprise
  NextAngles: The Semantic Platform for Compliance

Ontology Engineering
  A Controlled Crowdsourcing Platform for High-Quality Ontology Development and Data Annotation
  Crowd-based Ontology Engineering with the uComp Protege Plugin
  Computing Authoring Tests from Competency Questions: Experimental Validation
  WIDOCO: A Wizard for Documenting Ontologies
  Adapting ontologies to best-practice artifacts using transformation patterns: Method, implementation and use cases  
  The Efficacy of OWL and DL on User Understanding of Axioms and Their Entailments
  Sustainable Linked Data generation: the case of DBpedia
  Using ontologies for verification and validation of workflow-based experiments

Multimodal Linked Data
  Linked Data Publication of Live Music Archives and Analysis 
  The MIDI Linked Data Cloud
  IMGpedia: a Linked Dataset with Content-based Analysis from the Wikimedia Commons Images
  An Entity Relatedness Test Dataset 

Alignment
  Ontolex JeuxDeMots and Its Alignment to the Linguistic Linked Open Data Cloud 
  Instance Matching Benchmarks in the Era of Linked Data 
  Alignment Cubes: Towards Interactive Visual Exploration and Evaluation of Multiple Ontology Alignments
  Language and Domain Aware Lightweight Ontology Matching

Industry, Manufacturing and Automation
  Ontologies and Reasoning to Capture Product Complexity in Automation Industry
  HoloMiracle: Intuitive In-Situ Querying for Industrial Environments
  A Semantically Enriched Hypercat-enabled Internet of Things Data Hub 
  Entering the Digital Customer Onboarding Era: How the Semantic Web Can Help
  Nuance Reasoning Framework
  FootballWhisper: Transfer Rumour Detection

Publishing & Healthcare
  Supporting Springer Nature Editors by means of Semantic Technologies
  Data integration and disintegration: Managing Springer Nature SciGraph with SHACL and OWL
  data.world: A Platform for Global-Scale Semantic Publishing
  Semantic Terminology Management for Applications: Contextualized SKOS-XL
  Adopting Semantic Technologies in Public Health Documentation
  Federated Semantic Data Management for Business Intelligence and Healthcare: Two Case Studies

Knowledge Mining
  Mining Hypotheses from Data in OWL: Advanced Evaluation and Complete Construction
  Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions
  Language-agnostic Relation Extraction from Wikipedia Abstracts
  VICKEY: Mining Conditional Keys on Knowledge Bases

Querying:Benchmarks and Tools
  Automatic Query-centric API for Routine Access to Linked Data
  LOD-a-lot: A Queryable Dump of the LOD cloud  
  A Corpus for Complex Question Answering over Knowledge Graphs 
  The YASGUI Family of SPARQL Clients

Ontologies and Datasets
  Modeling and Using an Actor Ontology of Second World War Military Units and Personnel 
  One year of the OpenCitations Corpus - Releasing RDF-based scholarly citation data into the Public Domain 
  UNDO: the United Nations System Document Ontology
  Dimensional enrichment of statistical linked open data
  Neural Embeddings for Populated Geonames Locations
  Towards a Sales Assistant using a Product Knowledge Graph
  Ireland’s Authoritative Geospatial Linked Data
  Personalizing Actions in Context for Risk Management using Semantic Web Technologies

Linking
  SocialLink: Linking DBpedia Entities to Corresponding Twitter Accounts
  Semantic Web Machine Reading with FRED 
  From hyperlinks to Semantic Web properties using Open Knowledge Extraction 
  WebIsALOD: Providing Hypernymy Relations extracted from the Web as Linked Open Data

Description Logics
  Tractable Query Answering for Expressive Ontologies and Existential Rules
  Attributed Description Logics: Ontologies for Knowledge Graphs
  A Decidable Very Expressive Description Logic for Databases
  Zooming in on Ontologies: Minimal Modules and Best Excerpts

Querying
  Temporal Query Answering in DL-Lite over Inconsistent Data
  A Formal Framework for Comparing Linked Data Fragments 
  Computing FO-Rewritings in EL in Practice: from Atomic to Conjunctive Queries
  Strider: A Hybrid Adaptive Distributed RDF Stream Processing Engine
  An Investigative Search Engine for Social Good
  Semantic Faceted Search with Aggregation and Recursion
  Diefficiency Metrics: Measuring the Continuous Efficiency of Query Processing Approaches 
  Iguana : A Generic Framework for Benchmarking the Read-Write Performance of Triple Stores
  
Learning
  Learning Commonalities in SPARQL
  DWRank: Learning Concept Ranking for Ontology Search 
  Completeness-aware Rule Learning from Knowledge Graphs
  Knowledge Graph Refinement: A Survey of Approaches and Evaluation Methods

Biomedical and scientific applications
  The CEDAR Workbench: An Ontology-Assisted Environment for Authoring Metadata that Describe Scientific Experiments
  PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking
  BiOnIC: A Catalog of User Interactions with Biomedical Ontologies
  The MedRed Ontology for Representing Clinical Data Acquisition Metadata

Embedding and Deep Learning
  Semantic Wide and Deep Learning for Detecting Crisis-Information Categories on Social Media 
  Towards Holistic Concept Representations: Embedding Relational Knowledge, Visual Attributes, and Distributional Word Semantics
  Global RDF Vector Space Embeddings
  Matching Web Tables with Knowledge Base Entities: From Entity Lookups to Entity Embeddings

Languages
  LDScript: a Linked Data Script Language
  An extension of SPARQL for expressing preferences
  Investigating learnability, user performance, and preferences of the path query language SemwidgQL compared to SPARQL
  Semantics and Validation of Shapes Schemas for RDF

Ontology-Based Data Access
  Cost-Driven Ontology-Based Data Access
  Ontology-Based Data Access to Slegge
  Practical Update Management in Ontology-based Data Access
  CodeOntology: RDF-ization of Source Code

Federation
  Challenges of source selection in the WoD
  Realizing an RDF-based Information Model for a Manufacturing Company – A Case Study
  The Odyssey Approach for Optimizing Federated SPARQL Queries
  Automated Fine-grained Trust Assessment in Federated Knowledge Bases

In the next article, we will discuss ISWC 2018.

コメント

Exit mobile version
タイトルとURLをコピーしました