Foundations of statistical natural language processing
Foundations of statistical natural language processing
Content analysis schemes to analyze transcripts of online asynchronous discussion groups: a review
Computers & Education - Methodological issue in researching CSCL
Computers & Education - Methodological issue in researching CSCL
Analyzing CMC content for what?
Computers & Education - Methodological issue in researching CSCL
Supporting CSCL with automatic corpus analysis technology
CSCL '05 Proceedings of th 2005 conference on Computer support for collaborative learning: learning 2005: the next 10 years!
The Fourth IASTED International Conference on Antennas, Radar and Wave Propagation
ARP '07 The Fourth IASTED International Conference on Antennas, Radar and Wave Propagation
Examining the relation between domain-related communication and collaborative inquiry learning
CSCL'09 Proceedings of the 9th international conference on Computer supported collaborative learning - Volume 1
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In this paper we explore tool support for categorical coding of verbal and chat data. We consider tool support for manual coding, automatic coding by learning algorithms, and derive at a socio-technical approach in which human coders and learning algorithms together address the coding task. Given that a literature study suggests researchers devise, adapt and refine a wide variety of coding schemes, a categorization support system should handle and accommodate user defined coding schemes. Based on these ideas a prototype of the ChatIC tool was developed and evaluated with three coding schemes. For two coding schemes a sufficient inter-rater agreement between a human coder and the learning algorithms was reached.