• DocumentCode
    1771459
  • Title

    Triggering creativity through semantic cross-domain web crawling and routing

  • Author

    Taglino, Francesco ; Smith, Fernanda

  • Author_Institution
    Inst. for Syst. Anal. & Comput. Sci., Rome, Italy
  • fYear
    2014
  • fDate
    19-23 May 2014
  • Firstpage
    637
  • Lastpage
    638
  • Abstract
    The paper outlines a method for searching Web documental resources useful to a VE and routing them to specific actors on the basis of: i) the relevance to the application domain(s) in the scope of a VE, ii) the coverage of a set of topics (domain concepts) related to a specific issue or actor´s profile, iii) the possibility of enabling a collaboration among interested actors or triggering the analysis of the situation from a lateral view point, that is from a “path” of the conceptual structure supporting a person´s thinking processes that is not strictly connected to the ones facing the issue. We propose a web crawler, based on an automatic ontology-based documents classifier, developed to explore (possibly huge amount of) Web pages, and identify a weighted set of concepts (Ontology-based Feature Vector - OFV) from the available domain ontologies that characterize the content of the document at best. In this way, annotated resources are semantically analyzed and matched with user profiles, to enable smart routing of knowledge fragments to VE participants.
  • Keywords
    Internet; document handling; information retrieval; ontologies (artificial intelligence); pattern classification; OFV; VE; Web crawler; Web documental resource search; domain ontologies; lateral view point; ontology-based documents classifier; ontology-based feature vector; semantic cross-domain Web crawling; semantic cross-domain Web routing; user profiles; virtual enterprise; Collaboration; Crawlers; Feature extraction; Ontologies; Routing; Semantics; Technological innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Collaboration Technologies and Systems (CTS), 2014 International Conference on
  • Conference_Location
    Minneapolis, MN
  • Print_ISBN
    978-1-4799-5157-4
  • Type

    conf

  • DOI
    10.1109/CTS.2014.6867640
  • Filename
    6867640