In recent years, the use of asynchronous discussion forums in online learning has increased rapidly. In earlier studies, content analysis is the most-used research method in exploring the discussion transcripts. However, conventional content analysis is a time-consuming task and requires experienced coders. There is a need for an automated…

Instructional designers need to be able to assess the level of knowledge construction generated by participants of a virtual learning community (VLC). Such participants include the learners engaged in threaded discussions within online courses. Assessing the level of knowledge construction enables course revisions that scaffold such knowledge…