• DocumentCode
    1231793
  • Title

    Social networks applied

  • Author

    Staab, S. ; Domingos, P. ; Golbeck, Jennifer ; Li Ding ; Finin, Tim ; Joshi, Akanksha ; Nowak, Alexander

  • Author_Institution
    Univ. of Koblenz, Landau, Germany
  • Volume
    20
  • Issue
    1
  • fYear
    2005
  • Firstpage
    80
  • Lastpage
    93
  • Abstract
    Social networks have interesting properties. They influence our lives enormously without us being aware of the implications they raise. The authors investigate the following areas concerning social networks: how to exploit our unprecedented wealth of data and how we can mine social networks for purposes such as marketing campaigns; social networks as a particular form of influence, i.e.., the way that people agree on terminology and this phenomenon´s implications for the way we build ontologies and the Semantic Web; social networks as something we can discover from data; the use of social network information to offer a wealth of new applications such as better recommendations for restaurants, trustworthy email senders, or (maybe) blind dates; investigation of the richness and difficulty of harvesting FOAF (friend-of-a-friend) information; and by looking at how information processing is bound to social context, the resulting ways that network topology´s definition determines its outcomes.
  • Keywords
    data mining; ontologies (artificial intelligence); semantic Web; semantic networks; social sciences computing; Semantic Web; data mining; friend-of-a-friend information; information processing; marketing; ontology; social network; Computational modeling; Information processing; Marketing and sales; Ontologies; Power system modeling; Semantic Web; Service oriented architecture; Shape; Social network services; Terminology; Semantic Web; friend of a friend; network topology; ontology; social networks;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1541-1672
  • Type

    jour

  • DOI
    10.1109/MIS.2005.16
  • Filename
    1392679