ISWC2015 Papers

Artificial Intelligence Technology Semantic Web Technology Reasoning Technology Collecting AI Conference Papers Ontology Technology Machine Learning Digital Transformation Technology Knowledge Information Processing Technology
ISWC2015 Papers

From ISWC2015, an international conference on Semantic Web technology, one of the artificial intelligence technologies for handling knowledge information.

In the previous article, I discussed ISWC2014. This time I will discuss ISWC2015 held in Bethlehem, USA.

The figure below shows the presentations by keyword.

We can see that there are more presentations on datasets and performance, and ontologies and graphs. The following figure shows the presentations by session.

There were many papers on Linked Data, ODBA (Ontology Based Data Access), and Industry.

Among the papers presented were one on a platform called LOD Laundromat, which converts different LODs into a unified format, another on a system for ontology mapping (using a system called Karma) of information extracted from 68 million texts collected from the Web, and a third on a system for extracting information on human trafficking from various advertisements by mapping the same entity to the target. There was a report on a system that extracts information on human trafficking from various advertisements by mapping entities, ontology alignment that maps items defined separately in multiple ontologies, and a card-type search engine called knowledge Card.

The details are given below.

Research Task

Querying with SPARQL
  SPARQL with Property Paths
  Recursion in SPARQL
  Federated SPARQL Queries Processing with Replicated Fragments
  FEASIBLE: A Feature-Based SPARQL Benchmark Generation Framework

Querying Linked Data
  LDQL:A Query Language for the Web of Linked Data
  Opportunistic Linked Data Querying Through Approximate MembershipMetadata
  Networks of Linked Data Eddies: An Adaptive Web Query Processing Engine for RDF Data
  Substring Filtering for Low-Cost Linked Data Interfaces

Linked Data
  LinkDaViz
  Facilitating Entity Navigation Through Top-K Link Patterns
  Serving DBpedia with DOLCE – More than Just Adding a Cherry on Top

Ontology-Based Data Access
  Ontology-Based Integration of Cross-Linked Datasets
  Mapping Analysis in Ontology-Based Data Access: Algorithms andComplexity

Ontology Alignment
  Towards Defeasible Mappings for Tractable Description Logics
  An Algebra of Qualitative Taxonomical Relations for Ontology Alignments
  CogMap: A Cognitive Support Approach to Property and Instance Alignment
  Effective On line Knowledge Graph Fusion

Reasoning
  Adding DL-Lite TBoxes to Proper Knowledge Bases
  R2O2: An Efficient Ranking-Based Reasoner for OWL Ontologies
  Rewriting-Based Instance Retrieval for Negated Concepts in Description Logic Ontologies
  Optimizing the Computation of Overriding

Instance Matching, Entity Resolution and Topic Generation
  LANCE:Piercing to the Heart of Instance Matching Tools
  Decision-Making Bias in Instance Matching Model Selection
  Klink-2: Integrating Multiple Web Sources to Generate Semantic TopicNetworks
  TabEL:Entity Linking in Web Tables
  Path-Based Semantic Relatedness on Linked Data and Its Use to Word andEntityDisambiguation
  SANAPHOR: Ontology-Based Coreference Resolution
  Improving Entity Retrieval on Structured Data

RDF Data Dynamics
  A Flexible Framework for Understanding the Dynamics of Evolving RDFDatasets
  Interest-Based RDF Update Propagation

Ontology Extraction and Generation
  General Terminology Inductionin OWL
  Understanding How Users Edit Ontologies: Comparing Hypotheses AboutFourReal-WorldProjects
  Next Step for NoHR:OWL2QL
  Concept Forgetting in ALCOI-Ontologies Using an Ackermann Approach

Knowledge Graphs and Scientific Data Publication
  Content-Based Recommendations via DBpedia and Freebase: A Case Study in the Music Domain
  Explaining and Suggesting Relatedness in Knowledge Graphs
  Type-Constrained Representation Learning in Knowledge Graphs
  Publishing Without Publishers: A Decentralized Approach to Dissemination,Retrieval,and Archiving of Data

In-Use and Software Track:

SPARQL and Querying Linked Data
  RDFox:AHighly-Scalable RDF Store
  TR Discover: A Natural Language Interface for Querying and Analyzing Interlinked Datasets

Linked Data
  Drug Encyclopedia – Linked Data Application for Physicians
  Collecting, Integrating, Enriching and Republishing Open City Data as Linked Data
  ASSESS — Automatic Self-Assessment Using Linked Data

Ontology-Based Data Access
  Ontology Based Access to Exploration Data at Statoil
  BooTOX:Practical Mapping of RDBs to OWL2
  A Generic RDF Transformation Software and Its Application to an Online Translation Service for Common Languages of Linked Data

Ontology and Instance Alignment
  Multilingual Ontology Mapping in Practice: A Support System forDomainExperts
  Data Access Linking and Integration with DALI: Building a Safety Net foranOceanofCityData

Knowledge Graphs
  Building and Using a Knowledge Graph to Combat Human Trafficking

Data Processing, IoT, Sensors
  Semantic-Guided Feature Selection for Industrial Automation Systems
  A Semantic Processing Framework for IoT-Enabled Communication Systems

Data Sets and Ontologies Track

SPARQL and Querying Linked Data
  LSQ:The Linked SPARQL Queries Dataset
  Automatic Curation of Clinical Trials Data in Linked CT
  
Linked Data
  DBpedia Commons: Structured Multimedia Metadata from the Wikimedia Commons

Archiving and Publishing Scientific Data
  Provenance-Centered Dataset of Drug-Drug Interactions
  The GeoLink Modular Oceanography Ontology
  Semantic Bridges for Biodiversity Sciences

IoT and Sensors
  FraPPE: A Vocabulary to Represent Heterogeneous Spatio-temporal Data to Support Visual Analytics
  The Transport Disruption Ontology

Empirical Studies and Experiments Track

Experiments
  LOD Lab : Experiment sat LOD Scale
  Strategies for Efficiently Keeping Local Linked Open Data Caches Up-To-Date
  CityBench: A Configurable Benchmark to Evaluate RSP Engines Using Smart City Datasets

Evaluation
  A Multi-reasoner, Justification-Based Approach to Reasoner Correctness
  Introducing Defeasibility into OWL Ontologies

Empirical Studies
  Timely Semantics: A Study of a Stream-Based Ranking System for Entity Relationships
  Link Analysis of Life Science Linked Data

Workshop

Cognitive-based Visualization of Semantically Structured Cultural Heritage Data

Discovering Issues in Datasets Using LODSight Visual Summaries

Interactive Visualization of Large Ontology Matching Results

ProvenanceMatrix- A Visualization Tool for Multi-Taxonomy Alignments

Visual Analytics for Ontology Matching Using Multi-Linked Views

Visual Exploration of Formal Requirements for Data Science Demand Analysis

Visualizing the Evolution of Ontologies- A Dynamic Graph Perspective

In the next article, I will discuss ISWC2016.

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