• DocumentCode
    2757029
  • Title

    Enterprise Knowledge Agents: Agent-Based Discovery of Like-Minded Individuals

  • Author

    Church, Josh ; Farchtchi, Ruhollah

  • fYear
    2008
  • fDate
    21-24 July 2008
  • Firstpage
    231
  • Lastpage
    238
  • Abstract
    Agent-based computing environments provide the capability to establish an enterprise of autonomous agents that collaborate and share information on common interests. Discovery of new data can alert users to changes in the information environment of importance to them. The goal of this research is to define an agent environment that models an organization´s tacit knowledge. This document proposes a process to find named entities in the content of documents and to derive context from a user community. The EKA system ingests RSS feeds of data sources that are representative of separate users, extracts entities from the text, and provides context on each entity using related tags. Knowledge representations of the news feeds are created, managed, and reasoned over by a collection of agents. Agents will respond to pre-registered topics and provide notifications when those topics have been identified. The purpose here is to illustrate that an agent can serve as a broker of knowledge and assist users in identifying like-minded individuals through an analysis of the data the user is working with and initiate collaboration.
  • Keywords
    data mining; knowledge management; multi-agent systems; software agents; EKA system; agent environment; agent-based computing environment; agent-based discovery; autonomous agents; data discovery; enterprise knowledge agents; entities extraction; information environment; knowledge representation; like-minded individuals; tacit knowledge; Autonomous agents; Collaboration; Data mining; Feeds; Knowledge management; Knowledge representation; OWL; Ontologies; Resource description framework; Taxonomy; Agents; Knowledge Discovery; Knowledge Management; Semantic Web; Web Services;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E-Commerce Technology and the Fifth IEEE Conference on Enterprise Computing, E-Commerce and E-Services, 2008 10th IEEE Conference on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    978-0-7695-3340-7
  • Type

    conf

  • DOI
    10.1109/CECandEEE.2008.96
  • Filename
    4785068