DocumentCode :
2872257
Title :
Understanding Learners´ Interaction Patterns through Analyzing Context of Questions in Discussion Transcripts
Author :
Zhang, Yonghe ; Li, Yanyan ; Cao, Peijie ; Huang, Ronghuai
Author_Institution :
Sch. of Educ. Technol., Beijing Normal Univ., Beijing, China
fYear :
2011
fDate :
6-8 July 2011
Firstpage :
548
Lastpage :
552
Abstract :
In CSCL research, the collaborative process is of central importance. Thus, this paper aims to unveil learners´ interaction patterns through analyzing context of questions in discussion transcript. Based on assumptions on data source and users´ operating process of analyzing questions´ context, several design principles have been identified. Guided by these principles, a technical solution is presented to implement a tool for analyzing context of questions. By incorporating text classification and information visualization technologies, the tool supports content and structure analysis of discussion transcripts to generate visual patterns in a form of 5W1H context of questioning. In this way, the tool enables users to understand interaction patterns in an intuitive and friendly manner. A case study is also conducted to validate the effectiveness of the tool.
Keywords :
classification; computer aided instruction; content management; data visualisation; groupware; interactive systems; text analysis; collaborative process; content-structure analysis; data source; information visualization technologies; learners´ interaction patterns; technical solution; text classification; transcripts; users´ operating process; Collaboration; Collaborative work; Context; Encoding; Message systems; Tag clouds; Visualization; CSCL; context analysis; information visualization; interaction pattern; text classification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Learning Technologies (ICALT), 2011 11th IEEE International Conference on
Conference_Location :
Athens, GA
ISSN :
2161-3761
Print_ISBN :
978-1-61284-209-7
Electronic_ISBN :
2161-3761
Type :
conf
DOI :
10.1109/ICALT.2011.168
Filename :
5992416
Link To Document :
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