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Contextualized Knowledge Acquisition in a Personal Semantic Wiki

  • Ludger van Elst
  • Malte Kiesel
  • Sven Schwarz
  • Georg Buscher
  • Andreas Lauer
  • Andreas Dengel
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5268)

Abstract

The use of semantic representations in document-oriented environments – as formal annotations or embedded instances of a formal knowledge base – is seen as an enabling technology for intelligent services which may help knowledge workers in tasks like finding, structuring, or assessing information. Also, a high level of formalization has potential to directly support problem solving, e.g., by the application of inferencing services. A coupling of textual and formal representations in document-centered knowledge work raises, amongst others, two questions: i) How can the acquisition of formal knowledge in such an environment be facilitated? ii) How can the potential complexity of formal annotations during a document’s life and use cycle be adequately handled?

We present the Mymory workbench as an approach to investigate and tackle these challenges. Mymory is based on a semantic wiki system and supports manual as well as automated annotations of wiki documents. These annotations can be framed by automatically obtained models of the user’s work context, establishing situation-oriented structuring of annotations which can be exploited in semantic search and adapted document presentation.

Keywords

Knowledge Worker Formal Annotation Semantic Search Annotation Type Text Passage 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2008

Authors and Affiliations

  • Ludger van Elst
    • 1
  • Malte Kiesel
    • 1
  • Sven Schwarz
    • 1
  • Georg Buscher
    • 1
  • Andreas Lauer
    • 1
  • Andreas Dengel
    • 1
  1. 1.Knowledge Management DepartmentGerman Research Center for Artificial Intelligence (DFKI) GmbHKaiserslauternGermany

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