ISWC2016 papers
From ISWC2016, an international conference on Semantic Web technologies, one of the artificial intelligence technologies for handling knowledge information. Previously, we discussed ISWC2015.
ISWC was held at the Kobe International Conference Center for five days from October 17 to 21, 2016, and the Resources Track invited oral presentations on resource sharing that contributes to the research community. Typical examples of resources are datasets, ontologies, services, benchmarks, etc., but ontology design patterns, workflows, methodologies, etc., are also eligible. resources Track is peer-reviewed in four categories: value, reusability, design and technical quality, and availability. 71 submissions were received and 24 were accepted>.
The Applications Track called for papers on applications in use, business cases, prototypes that could be deployed in the real world, etc. Papers submitted to the Applications Track should describe the motivation for development, contributions to semantic technology, actual use cases, knowledge gained from the use cases, and implementation details. We received 43 submissions and 12 were accepted.
The session time was set for each theme, and oral presentations were made according to the theme regardless of the division. The themes covered a wide range of topics, including Linked Data, Ontology, Inference, Query, Search, Natural Language Processing, Knowledge Graphs, and Smart Planet.
One of the trends in the papers is that the number of papers that include the word ontology is increasing again. In the beginning, Semantic Web researches were mostly top-down approaches, and ontologies emphasized the reasoning aspect. In contrast, Linked Data, which has emerged in the past 10 years, is a bottom-up approach where data is first put on the Web so that others can use it, and then each person connects the data where it can be connected. At present, I think that ontology is being reexamined as a means to improve the data and to organize them in a better way.
The individual presentations are described below.
<Research> Structuring Linked Data Search Results Using Probabilistic Soft Logic The Multiset Semantics of SPARQL Patterns Ontop of Geospatial Databases Expressive Multi-level Modeling for the Semantic Web A Practical Acyclicity Notion for Query Answering Over Horn-SRIO-Ontologies Containment of Expressive SPARQL Navigational Queries WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge Efficient Algorithms for Association Finding and Frequent Association Pattern Mining A Reuse-Based Annotation Approach for Medical Documents Knowledge Representation on the Web Revisited: The Case for Prototypes Updating DL-Lite Ontologies Through First-Order Queries Are Names Meaningful? Quantifying Social Meaning on the Semantic Web User Validation in Ontology Alignment Seed, an End-User Text Composition Tool for the Semantic Web Exception-Enriched Rule Learning from Knowledge Graphs Planning Ahead: Stream-Driven Linked-Data Access Under Update-Budget Constraints Explicit Query Interpretation and Diversification for Context-Driven Concept Search Across Ontologies Predicting Energy Consumption of Ontology Reasoning over Mobile Devices Walking Without a Map: Ranking-Based Traversal for Querying Linked Data CubeQA—Question Answering on RDF Data Cubes Optimizing Aggregate SPARQL Queries Using Materialized RDF Views Algebraic Calculi for Weighted Ontology Alignments Ontologies for Knowledge Graphs: Breaking the Rules An Extensible Linear Approach for Holistic Ontology Matching Semantic Sensitive Simultaneous Tensor Factorization Multi-level Semantic Labelling of Numerical Values Semantic Labeling: A Domain-Independent Approach Exploiting Emergent Schemas to Make RDF Systems More Efficient Distributed RDF Query Answering with Dynamic Data Exchange RDF2Vec: RDF Graph Embeddings for Data Mining SPARQL-to-SQL on Internet of Things Databases and Streams Can You Imagine... A Language for Combinatorial Creativity? Leveraging Linked Data to Discover Semantic Relations Within Data Sources Integrating Medical Scientific Knowledge with the Semantically Quantified Self Learning to Assess Linked Data Relationships Using Genetic Programming A Probabilistic Model for Time-Aware Entity Recommendation A Knowledge Base Approach to Cross-Lingual Keyword Query Interpretation Context-Free Path Queries on RDF Graphs Unsupervised Entity Resolution on Multi-type Graphs Resources Ontological Representation of Audio Features Abstract Meaning Representations as Linked Data Interoperability for Smart Appliances in the IoT World An Ontology of Soil Properties and Processes LODStats: The Data Web Census Dataset Zhishi.lemon: On Publishing Zhishi.me as Linguistic Linked Open Data Linked Disambiguated Distributional Semantic Networks BESDUI: A Benchmark for End-User Structured Data User Interfaces SPARQLGX: Efficient Distributed Evaluation of SPARQL with Apache Spark Querying Wikidata: Comparing SPARQL, Relational and Graph Databases Clinga: Bringing Chinese Physical and Human Geography in Linked Open Data LinkGen: Multipurpose Linked Data Generator OntoBench: Generating Custom OWL 2 Benchmark Ontologies Linked Data (in Low-Resource) Platforms: A Mapping for Constrained Application Protocol TripleWave: Spreading RDF Streams on the Web Conference Linked Data: The ScholarlyData Project The OWL Reasoner Evaluation (ORE) 2015 Resources FOOD: FOod in Open Data YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web Enabling Combined Software and Data Engineering at Web-Scale: The ALIGNED Suite of Ontologies A Replication Study of the Top Performing Systems in SemEval Twitter Sentiment Analysis VoldemortKG: Mapping schema.org and Web Entities to Linked Open Data AUFX-O: Novel Methods for the Representation of Audio Processing Workflows <Applications> Translating Ontologies in Real-World Settings EnergyUse - A Collective Semantic Platform for Monitoring and Discussing Energy Consumption Extracting Semantic Information for e-Commerce Building Urban LOD for Solving Illegally Parked Bicycles in Tokyo Ontology-Based Design of Space Systems Capturing Industrial Information Models with Ontologies and Constraints Towards Analytics Aware Ontology Based Access to Static and Streaming Data QuerioDALI: Question Answering Over Dynamic and Linked Knowledge Graphs Automatic Classification of Springer Nature Proceedings with Smart Topic Miner Semantic Technologies for Data Analysis in Health Care Building and Exploring an Enterprise Knowledge Graph for Investment Analysis Extending SPARQL for Data Analytic Tasks
In the next article, we will discuss ISWC2017.
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