• DocumentCode
    1063273
  • Title

    The role of AI in digital libraries

  • Author

    Koller, Daphne ; Shoham, Y. ; Wellman, M.P. ; Durfee, E.H. ; Birmingham, W.P. ; Carbonell, J.

  • Author_Institution
    Dept. of Comput. Sci., Stanford Univ., CA
  • Volume
    11
  • Issue
    3
  • fYear
    1996
  • fDate
    6/1/1996 12:00:00 AM
  • Firstpage
    8
  • Lastpage
    13
  • Abstract
    The World Wide Web´s growing popularity is changing the nature of libraries. Digital libraries offer a huge range of multimedia information-everything from movies, speeches, images, and photos to sounds, text, and beyond. The amount of on-line material is exploding, and the infrastructure for locating and accessing material improves almost daily. With so much and such a wide variety of information available, the problem is changing from simply locating related information to locating the most relevant information efficiently and cost effectively. In building the next generation of digital libraries, artificial intelligence will play several important roles. First, the multimedia nature of digital libraries will require moving beyond simple keyword lookup of information to much more advanced document-processing capabilities in which the system analyzes the content through text analysis, image processing, and speech recognition. Second, the availability of such a huge amount of information will require advances in the infrastructure for organizing and accessing information. A promising approach to this problem is the development of information agents. These agents can provide a variety of services-such as searching, retrieving, filtering, and negotiating-that reduce the burden on the information user or provider. Researchers from several of the major digital library projects present their vision of AI´s role in building digital libraries
  • Keywords
    Internet; expert systems; information retrieval; library automation; multimedia computing; software agents; AI; World Wide Web; artificial intelligence; digital libraries; document-processing capabilities; filtering; image processing; information access; information agents; information location; multimedia information; negotiation; on-line material; relevant information; retrieval; searching; speech recognition; text analysis; Artificial intelligence; Costs; Image analysis; Information analysis; Motion pictures; Multimedia systems; Software libraries; Speech analysis; Text analysis; Web sites;
  • fLanguage
    English
  • Journal_Title
    IEEE Expert
  • Publisher
    ieee
  • ISSN
    0885-9000
  • Type

    jour

  • DOI
    10.1109/64.506746
  • Filename
    506746