• DocumentCode
    2292779
  • Title

    Agent-assisted tagging aimed at folkonomy-based information retrieval

  • Author

    Fenza, Giuseppe ; Loia, Vincenzo ; Senatore, Sabrina

  • Author_Institution
    Dipt. di Mat. e Inf., Univ. degli Studi di Salerno, Fisciano, Italy
  • fYear
    2011
  • fDate
    11-15 April 2011
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    The wide diffusion of community tagging sites and related folksonomies has made the knowledge discovery and retrieval still much more urgent topic. If tagging systems allow users to add freely keywords to web resources, clicking on a tag has the side effect of a tag-based query, since enables the users to explore related content. The collective knowledge expressed though user-annotated data has a big potential, but needs to be filtered in a digest form so that the search result better reflects the users´ preferences and actual aims. Starting from these considerations, our work presents an agent-based approach for a scalable semi-automatic generation of annotation tags, personalized on each user´s preferences and tastes. Primary is the role of agents which assist users in the tagging activities as well as the retrieval of resources related to their interest. A user-friendly interface proposes an integrated one-shot view for interacting with a tagging system.
  • Keywords
    Internet; Web sites; data mining; human computer interaction; multi-agent systems; query processing; user interfaces; Web resources; agent-assisted tagging system; annotation tag semi-automatic generation; community tagging sites; folkonomy-based information retrieval; knowledge discovery; knowledge retrieval; tag-based query; user-annotated data; user-friendly interface; Communities; Computational modeling; Context; Lattices; Tagging; Web pages; Fuzzy Formal Concept Analysis (FFCA); Multi-agent system; Personalization; Tagging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Agent (IA), 2011 IEEE Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-61284-059-8
  • Type

    conf

  • DOI
    10.1109/IA.2011.5953613
  • Filename
    5953613