• DocumentCode
    2501333
  • Title

    Constructing Multilingual Preterminological Graphs using various online-community resources

  • Author

    Daoud, Mohammad ; Boitet, Christian ; Kageura, Kyo ; Kitamoto, Asanobu ; Daoud, Daoud ; Mangeot, Mathieu

  • Author_Institution
    Grenoble Inf. Lab., Univ. Joseph Fourier, Grenoble, France
  • fYear
    2009
  • fDate
    20-22 Oct. 2009
  • Firstpage
    116
  • Lastpage
    121
  • Abstract
    We are describe the concept of dedicated multilingual preterminological graphs MPGs, and some automatic approaches for constructing them by analyzing the behavior of online community users. A multilingual preterminological graph is a special lexical resource that contains massive amount of terms related to a special domain, and can be used as raw material to later build a standardized terminological repository. Building such a graph is difficult using traditional approaches, as it needs huge efforts by domain specialists and terminologists. In our approach, we build such a graph by analyzing the access log files of the Web site of the community, and by finding the important terms that have been used to search in that Web site, and their association with each other. We aim at making this graph as a seed repository so multilingual volunteers can contribute. We are experimenting this approach with the Digital Silk Road Project. We have used its access log files since its beginning in 2003, and obtained an initial graph of around 116000 terms. As an application, we used this graph to obtain a preterminological multilingual database that is serving a CLIR system for the DSR project.
  • Keywords
    Web sites; directed graphs; information retrieval; information retrieval systems; natural language processing; CLIR system; DSR project; Digital Silk Road Project; MPG; access log file; automatic construction approach; community Web site; cross-language information retrieval; dedicated multilingual preterminological graph construction; directed graph; lexical resource; natural language processing; online community user behavior analysis; online-community resources; preterminological multilingual database; standardized terminological repository; term search; Artificial neural networks; Biological neural networks; Decision making; Machine learning; Natural language processing; Neural networks; Radial basis function networks; Support vector machine classification; Support vector machines; Weather forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Language Processing, 2009. SNLP '09. Eighth International Symposium on
  • Conference_Location
    Bangkok
  • Print_ISBN
    978-1-4244-4138-9
  • Electronic_ISBN
    978-1-4244-4139-6
  • Type

    conf

  • DOI
    10.1109/SNLP.2009.5340936
  • Filename
    5340936