Title :
What can instructors and policy makers learn about Web-supported learning through Web-mining
Author :
Cohen, Anat ; Nachmias, Rafi
Author_Institution :
Tel Aviv Univ., Tel Aviv, Israel
Abstract :
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-mining. The tool can provide different measures and reports for instructors at the micro level, and for policy makers at the macro level. The instructors´ reports provide feedback relating to the pedagogical processes in their course Websites in comparison to other similar courses on campus. The policy makers´ reports provide data about the extent of use of course Websites across the campus, the benefits of such use, and the return on investment. This paper describes the tool and its implementation, first on a sample course and next on 3,453 course Websites at Tel-Aviv University.
Keywords :
Internet; Web sites; computer aided instruction; data mining; educational institutions; Tel-Aviv University; Web-log based tool; Web-mining; Web-supported academic instruction; Web-supported learning; course Web sites; pedagogical processes evaluation; Computer aided instruction; Computer science education; Data mining; Educational technology; Electronic mail; Feedback; Information analysis; Investments; Learning systems; Monitoring; Campus wide; Computational measures; Web mining; Web-supported learning;
Conference_Titel :
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6367-1
DOI :
10.1109/ICETC.2010.5529566