ERIC Number: EJ1058384
Record Type: Journal
Publication Date: 2014
Abstractor: As Provided
Reference Count: 29
Analysis of the Relevance of Posts in Asynchronous Discussions
Azevedo, Breno T.; Reategui, Eliseo; Behar, Patrícia A.
Interdisciplinary Journal of E-Learning and Learning Objects, v10 p107-121 2014
This paper presents ForumMiner, a tool for the automatic analysis of students' posts in asynchronous discussions. ForumMiner uses a text mining system to extract graphs from texts that are given to students as a basis for their discussion. These graphs contain the most relevant terms found in the texts, as well as the relationships between them. By comparing these graphs with the students' writings, and using other information such as number and structure of posts, the tool is able to assess the relevance of each student's contributions. A group of 18 teachers was consulted about the most important aspects to be considered in the analysis of posts, and the tool has been built according to these aspects. Results of an experiment involving the analysis of 682 posts showed that the average of the ratings given to these posts by teachers was very close to those provided by the automated tool. Such results demonstrate the tool's potential to assist teachers in evaluating student participation in asynchronous discussions.
Descriptors: Asynchronous Communication, Computer Mediated Communication, Content Analysis, Graphs, Information Retrieval, Written Language, Distance Education, Questionnaires, Equations (Mathematics), College Students, College Faculty, Technology Uses in Education
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Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Authoring Institution: N/A