ISWC2002 Papers
From ISWC2002.an international conference on Semantic Web technology, one of the artificial intelligence technologies for handling knowledge information.
A collection of papers from the first international Semantic Web conference. Many of the papers are about Web service integration, which is the flexible processing of data after it has been connected. In detail, the research papers cover matching, retrieval, ontologies, RDF, etc., the position papers cover European implementations and steps to implement the Semantic Web, and the final system overview covers research papers on Semantic Web systems, enterprise applications, and using agents. The final system overview describes the Semantic Web systems in the research paper, enterprise applications, agent-based scheduling, visual analytics, etc. The table of contents is as follows. For example, the paper on “Learning Organizational Memory” presented in the poster session cannot be found on the Internet, but there are many papers on knowledge management and human resource management related to the handling of organizational memory and personal memory inspired by it. However, there are many papers on knowledge management and human resource management related to the handling of organizational memory and personal memory inspired by these papers.
Specific examples of organizational and individual knowledge management include the visualization of knowledge within an organization through cluster analysis using machine learning of textual content, and the combination of visualization of the number of repeats of textual content with word clouds. The approach of 20 years ago was to focus on structured data as text content, which was not dense enough to visualize the patterns extracted from the data, but not deep enough to visualize the knowledge. However, with the development of technology in recent years, it has become possible to approach organizational memory, which has long been referred to as “tacit knowledge,” by using voice recognition of information on conversations exchanged within an organization as unstructured data. It is also becoming possible to add depth to the visualization of knowledge.
In terms of data visualization, a set of various data visualization techniques such as D3.js is readily available, and tools such as Zoomable Circle Packing can be used to visualize clustered knowledge domains, and tools such as Sequences Sunburst can be used to present the hierarchical structure of knowledge in an organization. For example, we can use Zoomable Circle Packing to visualize clustered knowledge domains, or we can use tools such as Sequences Sunburst to present the hierarchical structure of knowledge in an organization, or we can use tools such as Temporal Force-Directed Graph to visualize changes in the time series of relationships between people and contexts by focusing on information in conversations.
Similarly, various approaches are possible for recognizing patterns in data. The application of relational data learning methods such as spectral clustering, topic model approaches, and simulation methods such as Bayesian models make it possible to extract patterns in knowledge that were difficult to extract when only simple machine learning methods were available. The details of these methods will be described separately.
SemanticWeb technology can be used as a starting point for various solutions for human knowledge and communication. Reviewing the various approaches of the past will not only provide a starting point for new ideas, but also provide training for considering solutions. For your reference, here are the remaining titles of the 2002 ISWC poster session.
Invited Papers Semantic Web Enabled Web Services The Grid, Grid Services and the Semantic Web Research Papers Matching RDF Graphs Layering the Semantic Web: Problems and Directions Notions of Indistinguishability for Semantic Web Languages The Usable Ontology: An Environment for Building and Assessing a Domain Ontology Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema A Formal Model for Topic Maps Towards High-Precision Service Retrieval Automatic Generation of Java/SQL Based Inference Engines from RDF Schema and RuleML Ontology-Based Integration of XML Web Resources Benchmarking RDF Schemas for the Semantic Web Building the Semantic Web on XML Trusting Information Sources One Citizen at a Time Querying the Semantic Web: A Formal Approach Semantic Configuration Web Services in the CAWICOMS Project Integrating Vocabularies: Discovering and Representing Vocabulary Maps OntoEdit: Collaborative Ontology Development for the Semantic Web Towards a Modification Exchange Languagefor Distributed RDF Repositories Representing Disjunction and Quantifiers in RDF Towards Semantic Web Mining Bringing Together Semantic Web and Web Services Global vs. Community Metadata Standards: Empowering Users for Knowledge Exchange Taking the RDF Model Theory Out for a Spin Concurrent Execution Semantics of DAML-S with Subtypes Semantic Matching of Web Services Capabilities DAML-S: Web Service Description for the Semantic Web TRIPLE—A Query, Inference, and Transformation Language for the Semantic Web A Data Integration Framework for e-Commerce Product Classification Position Papers Nonmonotonic Rule Systems on Top of Ontology Layers An RDF Net API A Mini-experiment in Semantic Annotation SWAD-Europe: Semantic Web Advanced Development in Europe Preemptive Reification Four Steps Towards the Widespread Adoption of a Semantic Web System Descriptions Three Implementations of SquishQL, a Simple RDF Query Language ClaiMaker: Weaving a Semantic Web of Research Papers Business and Enterprise Ontology Management with SymOntoX Is Participation in the Semantic Web Too Difficult? Consistency Checking of Semantic Web Ontologies WebThemeTM: Understanding Web Information through Visual Analytics Browsing Schedules - An Agent-Based Approach
In the next article, I will discuss ISWC2003.
コメント