Presentation 2011-11-11
A proposal of a method for analyzing human behavior in online group work exchanging text messages through a chat session
Shuhei HARADA, Hiroshi MARUYAMA, Akio TAKASHIMA, Taichi NAKAMURA,
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Abstract(in English) In order to improve educational effectiveness of role-play training the results of analyzing behavioral records of each student gathered while role-play is going on should be reported to students in real-time. This paper proposes a method for categorizing sentences extracted from chat messages exchanged through chat session into four types. However there is a difficulty to uniquely categorize multiple sentences which present similar learning attitude of students toward role-play training. The proposed method is based on adding the probability for a sentence to be categorized into some type to each sentence. The 4670 sentences categorized by the proposed method and sentences categorized by a human are compared. The degree of similarity of categorized sentences in two groups is 54%. From the result of similarity showed the human behavior of the role-play training. The categories proportion of low similarity chat was different from the general chat message's categories proportion in role-play training.
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Keyword(in English) Human behavior / Chat / Role-play / Group-work
Paper # KBSE2011-50
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Committee KBSE
Conference Date 2011/11/3(1days)
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Registration To Knowledge-Based Software Engineering (KBSE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A proposal of a method for analyzing human behavior in online group work exchanging text messages through a chat session
Sub Title (in English)
Keyword(1) Human behavior
Keyword(2) Chat
Keyword(3) Role-play
Keyword(4) Group-work
1st Author's Name Shuhei HARADA
1st Author's Affiliation Graduate school of Tokyo university technology()
2nd Author's Name Hiroshi MARUYAMA
2nd Author's Affiliation Graduate school of Tokyo university technology
3rd Author's Name Akio TAKASHIMA
3rd Author's Affiliation Graduate school of Tokyo university technology
4th Author's Name Taichi NAKAMURA
4th Author's Affiliation Graduate school of Tokyo university technology
Date 2011-11-11
Paper # KBSE2011-50
Volume (vol) vol.111
Number (no) 282
Page pp.pp.-
#Pages 6
Date of Issue