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  4. Context-aware retrieval of learning units
 
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2010
Conference Paper
Title

Context-aware retrieval of learning units

Abstract
Complex working environments call for flexible employees willing to continuously increase their knowledge and to adapt to new processes. As a consequence a lot of time has to be spent on the search for appropriate information and learning material. We present a new approach for semantic retrieval of learning units considering the working context. Basis is an ontology with attached binding weights and semantic spreading activation to get a context-aware ranking of suitable learning units. The gained semantic search results may fit better to the learner's actual situation than e.g. a pure full-text search, because the underlying ontology-based retrieval is aware of relations in the search domain and uses this knowledge in a way aligned to the learning process as well as to the specific domain. The results are shown in a prototype implementation for Synthetic Aperture Radar (SAR) image interpretation.
Author(s)
Mareth, N.
Streicher, A.
Bauer, A.
Roller, W.
Mainwork
Proceedings of the IADIS International Conference e-Learning 2010. Vol.1  
Conference
Multi Conference on Computer Science and Information Systems (MCCSIS) 2010  
File(s)
Download (4.86 MB)
Rights
Use according to copyright law
DOI
10.24406/publica-fhg-366836
Language
English
Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB  
Keyword(s)
  • e-learning

  • ontology

  • retrieval

  • semantic spreading activation

  • image interpretation

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