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Web Usage Mining: Application To An Online Educational Digital Library Service, Bart C. Palmer
Web Usage Mining: Application To An Online Educational Digital Library Service, Bart C. Palmer
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
This dissertation examined how users of the Instructional Architect (IA; http://ia.usu.edu) utilized the system in order to find online learning resources, place them in a new online instructional activities, and share and use them with students. The online learning resources can be found in educational digital libraries such as the National Science Digital Library (NSLD; http://nsdl.org) or the wider Web. Usage data from 22 months of IA use were processed to form usage features that were analyzed in order to find clusters of user behavior using latent class analysis (LCA).
The users were segmented into two samples with 5–90 and …