• DocumentCode
    3226577
  • Title

    Knowledge Management in mArachna

  • Author

    Jeschke, Sabina ; Natho, Nicole ; Richter, Thomas ; Seiler, Ruedi ; Wilke, Marc

  • Author_Institution
    Inst. fur Math., Technische Univ. Berlin
  • fYear
    2006
  • fDate
    Dec. 2006
  • Firstpage
    746
  • Lastpage
    749
  • Abstract
    Machine-readable semantic annotation of scientific knowledge is becoming increasingly important to manage and access the knowledge contained in an increasing number of scientific publications. At the same time, automated extraction of knowledge from natural language texts is a major technical challenge remaining largely unsolved. Scientific texts in general and mathematical texts in particular, are characterized by the use of complex language constructs with the intent to transfer knowledge. To a large extent, mathematical texts possess a strict internal structuring and can be separated into text elements such as definitions, theorems etc. These text elements are principal carriers of mathematical information. In addition, these elements show a characteristic linguistic structuring well suited for natural language processing techniques. In this paper we present mArachna, a system for extracting mathematical relations from texts and integrating them into a knowledge base. In response to user queries, parts of the knowledge base are visualized using OWL. In particular, mArachna aims to provide an overview of single fields of mathematics, as well as showing intra-field relations between mathematical objects and concepts
  • Keywords
    knowledge acquisition; knowledge management; linguistics; natural language processing; text analysis; OWL; automated knowledge extraction; characteristic linguistic structuring; intra-field relations; knowledge management; mArachna; machine-readable semantic annotation; mathematical objects; natural language processing techniques; natural language text; Data mining; Knowledge management; Mathematics; Natural language processing; Natural languages; Navigation; OWL; Ontologies; Psychology; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia, 2006. ISM'06. Eighth IEEE International Symposium on
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    0-7695-2746-9
  • Type

    conf

  • DOI
    10.1109/ISM.2006.100
  • Filename
    4061246