Presentation 2016-03-05
Friendship Estimation Method for Digital Signage that Induces Encounters Through Learning Material Delivery and its Experiment
Hiroaki Kangawa, Hiroyuki Mitsuhara, Masami Shishibori,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) We have developed Digital Signage (DS) that induces encounters through learning material delivery in order to increase students’ learning opportunities and learning motivation. This DS estimates friendship from learning material viewing data, but we have not examined the validity of the friendship estimation method. Thus, we conducted experiments to clarify the validity. The participants were 83 undergraduate students. Through these experiments, we obtained learning material viewing data and their real friendship data and then calculated Recall, Precision, and Estimation Efficiency from the obtained data in some conditions of viewing time and frequency. As a result, we found out that the result on viewing time was superior in Recall and Estimation Efficiency, and the result on viewing frequency was superior in Precision.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Encounters / Friendship / Learning Material Delivery / Digital Signage / Viewing Time / Viewing Frequency
Paper # ET2015-132
Date of Issue 2016-02-27 (ET)

Conference Information
Committee ET
Conference Date 2016/3/5(1days)
Place (in Japanese) (See Japanese page)
Place (in English) Kawaga Univ. (Saiwai-cho Campus)
Topics (in Japanese) (See Japanese page)
Topics (in English) E-Learning and ICT Cooperative Use by University , etc.
Chair Yukihiro Matsubara(Hiroshima City Univ.)
Vice Chair Tomoko Kojiri(Kansai Univ.)
Secretary Tomoko Kojiri(JAIST)
Assistant Naka Gotoda(Kagawa Univ.) / Yuichiro Tateiwa(Nagoya Inst. of Tech.)

Paper Information
Registration To Technical Committee on Educational Technology
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Friendship Estimation Method for Digital Signage that Induces Encounters Through Learning Material Delivery and its Experiment
Sub Title (in English)
Keyword(1) Encounters
Keyword(2) Friendship
Keyword(3) Learning Material Delivery
Keyword(4) Digital Signage
Keyword(5) Viewing Time
Keyword(6) Viewing Frequency
1st Author's Name Hiroaki Kangawa
1st Author's Affiliation Tokushima University(Tokushima Univ.)
2nd Author's Name Hiroyuki Mitsuhara
2nd Author's Affiliation Tokushima University(Tokushima Univ.)
3rd Author's Name Masami Shishibori
3rd Author's Affiliation Tokushima University(Tokushima Univ.)
Date 2016-03-05
Paper # ET2015-132
Volume (vol) vol.115
Number (no) ET-492
Page pp.pp.215-220(ET),
#Pages 6
Date of Issue 2016-02-27 (ET)