The aim of this study is to identify online learning behavior that is excessively intense as reflected in a student's overly frequent interaction with the instructor through various communication channels. Then, this study aims to use learning analytics methodologies to discover whether a student with the identified behavior also displays the same…

This research consists of an empirical study of online persistence in Web-supported courses in higher education, using Data Mining techniques. Log files of 58 Moodle websites accompanying Tel Aviv University courses were drawn, recording the activity of 1189 students in 1897 course enrollments during the academic year 2008/9, and were analyzed…

This paper describes implementation of a quantitative cost effectiveness analyzer for Web-supported academic instruction that was developed in our University. The paper presents the cost effectiveness analysis of one academic exemplary course in Life Science department and its introducing to the course lecturer for evaluation. The benefits and…

This study presents an empirical investigation of online hierarchical repositories of items presented to university students in Web-supported course websites, using Web mining methods. To this end, data from 1747 courses were collected, and the use of online repositories of content items in these courses was examined. At a later stage, courses…

The purpose of this study is to empirically reveal strategies of students' organization of learning-related digital materials within an online personal information archive. Research population included 518 students who utilized the personal Web space allocated to them on the university servers for archiving information items, and data describing…

This paper focuses on a Web-log based tool for evaluating pedagogical processes occurring in Web-supported academic instruction and students' attitudes. The tool consists of computational measures which demonstrate what instructors and policy makers can learn about Web-supported instruction through Web-usage mining. The tool can provide different…

This research aims to identify, classify, and quantify the evolving use of web pedagogies on course websites, by lecturers in a traditional university. The main research questions are: (a) For what purposes and to what extent do lecturers integrate the Internet in their courses (e.g., content delivery, learning activities and course management)?…

This paper describes a quantitative cost effectiveness model for Web-supported academic instruction. The model was designed for Web-supported instruction (rather than distance learning only) characterizing most of the traditional higher education institutions. It is based on empirical data (Web logs) of students' and instructors' usage…

This study uses a computer log is to evaluate now online content is consumed and to identify individual differences among students in terms of content usage and the amount of content presented in Web-supported course sites. Findings show the amount of content accessed is very high, but large differences exist among students. (Author/AEF)