Ontology learning to analyze research trends in learning analytics publications

Amal Zouaq, Srećko Joksimovic, Dragan Gaševic

Research output: Contribution to conferencePaper

3 Citations (Scopus)

Abstract

In this paper, we show how ontology learning tools can be used to reveal (i) the central research topics that are tackled in the published literature on learning analytics and educational data mining; and (ii)relationships between these research topics and iii) (dis)similarities between learning analytics and educational data mining.

Original languageEnglish
Publication statusPublished - 1 Jan 2013
Externally publishedYes
EventLAK Data Challenge 2013, Held at the 3rd Conference on Learning Analytics and Knowledge, LAK 2013 - Leuven, Belgium
Duration: 9 Apr 20139 Apr 2013

Conference

ConferenceLAK Data Challenge 2013, Held at the 3rd Conference on Learning Analytics and Knowledge, LAK 2013
CountryBelgium
CityLeuven
Period9/04/139/04/13

Keywords

  • Deep parsing
  • Filtering
  • Graph theoretic statistics
  • Information retrieval
  • Ontology learning
  • Ranking algorithms

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