Please use this identifier to cite or link to this item:
http://hdl.handle.net/10603/520758
Title: | Design and implementation of web usage mining system to extract knowledge for modeling the user behaviour |
Researcher: | Abhirami K |
Guide(s): | Kavitha Devi M K |
Keywords: | Computer Science Computer Science Information Systems E-learning system Engineering and Technology Intelligent Learning Management System Learner behavior |
University: | Anna University |
Completed Date: | 2023 |
Abstract: | With the advent of computing and communication technologies, learner s knowledge expansion is made possible whenever and wherever. Web based learning promotes active and independent learning. Large scale e-learning platforms revolutionizes study approaches and also pave way for innovations resulting in effective teaching-learning process. Thus, it improves teaching quality and also promotes educational equity. However, challenges of e-learning platforms include dissimilarity in learner s ability and need, lack of student motivation for learning activities, provision for adaptive learning environment etc. Analyzing the online learner s behavioral characteristics and application of intelligent instructional strategies will enhance quality of learning. Evaluation after the completion of e-learning course never identifies difficulties faced during the process. It is thus essential for an e-learning system to include component offering adaptive control of learning and maintain user interests level. Adaptive e-learning revolves around learner-centric delivery methods and engagement. newline |
Pagination: | xxii, 163 p. |
URI: | http://hdl.handle.net/10603/520758 |
Appears in Departments: | Faculty of Information and Communication Engineering |
Files in This Item:
File | Description | Size | Format | |
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01_title.pdf | Attached File | 159.73 kB | Adobe PDF | View/Open |
02_prelim_pages.pdf | 1.05 MB | Adobe PDF | View/Open | |
03_content.pdf | 262.19 kB | Adobe PDF | View/Open | |
04_abstract.pdf | 251.59 kB | Adobe PDF | View/Open | |
05_chapter1.pdf | 471.72 kB | Adobe PDF | View/Open | |
06_chapter 2.pdf | 322.61 kB | Adobe PDF | View/Open | |
07_chapter 3.pdf | 1.04 MB | Adobe PDF | View/Open | |
08_chapter 4.pdf | 841.94 kB | Adobe PDF | View/Open | |
09_chapter 5.pdf | 630.03 kB | Adobe PDF | View/Open | |
10_chapter 6.pdf | 695.11 kB | Adobe PDF | View/Open | |
11_annexures.pdf | 144.64 kB | Adobe PDF | View/Open | |
80_recommendation.pdf | 173.98 kB | Adobe PDF | View/Open |
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