Title :
The research on learning guidance system for graduate student based on text mining
Author :
Qu, Shou-Ning ; Wang, Qin ; Jiang, Shan ; Zhao, Yan ; Liu, Kui
Author_Institution :
Inf. Network Center, Univ. of Jinan, Jinan, China
Abstract :
Nowadays, the relevance research of information becomes the hotspot in teaching research field, especially the relevance of information can guide students´ study effectively and promote their enthusiasm. This paper put forward the design scheme and realization process for graduate study guiding system based on text mining, which include the preparation and selection of data, preprocessing of data, the innovation and realization of mining algorithm, mining result description etc. Results show that this guidance system has certain directive significance and application value.
Keywords :
computer aided instruction; data mining; teaching; text analysis; data preprocessing; graduate student; guidance system; text mining; Algorithm design and analysis; Data mining; Databases; Education; Educational institutions; Information science; Software libraries; TV; Technological innovation; Text mining;
Conference_Titel :
IT in Medicine & Education, 2009. ITIME '09. IEEE International Symposium on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-3928-7
Electronic_ISBN :
978-1-4244-3930-0
DOI :
10.1109/ITIME.2009.5236298