• DocumentCode
    2226017
  • Title

    Developing an ontological FAQ system with FAQ processing and ranking techniques for ubiquitous services

  • Author

    Yang, Sheng-yuan

  • Author_Institution
    Dept. of Comput. & Commun. Eng., St. John´´s Univ., Tamsui
  • fYear
    2008
  • fDate
    July 31 2008-Aug. 1 2008
  • Firstpage
    541
  • Lastpage
    546
  • Abstract
    This paper proposed an ontological FAQ system on the personal computer domain, which employs ontology as the key technique to pre-process FAQs and process user query in ubiquitous information environments. It is also equipped with an enhanced ranking technique to present retrieved, query-relevant results. Basically, the system bases on the wrapper technique to help clean, retrieve, and transform FAQ information collected from a heterogeneous environment and stores it in an ontological database. Our experiments show the system does improve precision rate and produces better ranking results.
  • Keywords
    information retrieval; ontologies (artificial intelligence); ubiquitous computing; FAQ information collection; enhanced ranking technique; heterogeneous environment; ontological FAQ system; query-relevant technique; ranking techniques; ubiquitous services; Artificial neural networks; Databases; Information retrieval; Microcomputers; Natural language processing; Natural languages; Ontologies; Pervasive computing; Sampling methods; Web sites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ubi-Media Computing, 2008 First IEEE International Conference on
  • Conference_Location
    Lanzhou
  • Print_ISBN
    978-1-4244-1865-7
  • Electronic_ISBN
    978-1-4244-1866-4
  • Type

    conf

  • DOI
    10.1109/UMEDIA.2008.4570950
  • Filename
    4570950