DocumentCode :
2001502
Title :
Real time keyword extraction for e-learning system supporting quiz
Author :
Takase, Hiroshi ; Kawanaka, Haruki ; Tsuruoka, S.
Author_Institution :
Grad. Sch. of Eng., Mie Univ., Tsu, Japan
fYear :
2012
fDate :
20-24 Nov. 2012
Firstpage :
222
Lastpage :
225
Abstract :
In this paper, we propose a method to extract keywords from answers of a quiz. Teachers often do quizzes to grasp students´ misunderstandings. But, quizzes in a large class are hard for teachers, especially in a descriptive answer type. Teachers grasp misunderstandings from descriptive answers by following procedure: (1) skimming keywords, (2) grasping usage of keywords, (3) read answers if necessary. Supporting step (1) and (2), teachers´ burden would be reduced. We proposed the method extracting keywords by their frequency in answers and corpus. It is based on the idea: important words to answer a quiz are used frequently in its answers, and words also used frequently in corpus are common words, and not important. Since our method does not require complex analysis, it accept incomplete answers. Consequently, our method extracts keywords even during quizzes. With appropriate interface based on extracted keywords, teachers would grasp students´ misunderstandings quickly and can improve their classes just after quizzes.
Keywords :
computer aided instruction; real-time systems; descriptive answer type; e-learning system supporting quiz; grasping usage; realtime keyword extraction; skimming keywords;
fLanguage :
English
Publisher :
ieee
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
Type :
conf
DOI :
10.1109/SCIS-ISIS.2012.6505037
Filename :
6505037
Link To Document :
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