Title :
Presenting mathematical web pages for understanding lectures
Author :
Yamada, Koji ; Ueda, Hiroshi ; Murakami, H. ; Oka, Ikuo
Author_Institution :
Grad. Sch. of Eng., Osaka City Univ., Osaka, Japan
Abstract :
Opportunities continue to grow for science students to search the web for mathematical terms used in engineering lectures. However, it is not easy to obtain sets of web documents that are unified and closely related to each other. In this paper, we propose a system that obtains suitable sets of web pages. First, we adopt a syllabus that represents a lecture and use it as input data. Then our system presents sets of mathematical web pages related to the input syllabus. The system also includes a mathematical dictionary, language processing algorithms, stop lists, and ranking algorithms. We describe how it searches for useful sets of web pages and presents them to users. We also show the results of two experiments. The first determined the most suitable values of the system´s parameters. In the second, engineering graduate students evaluated the relevance among five syllabi and the presented web pages.
Keywords :
Web sites; computer aided instruction; engineering education; further education; Web documents; engineering graduate students; engineering lectures; input syllabus; language processing algorithms; lecture understanding; mathematical Web pages; mathematical dictionary; mathematical terms; ranking algorithms; science students; stop lists; clustering component; extraction of mathematical terms; mathematical web pages; syllabus; understanding lectures;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505066