| Paper Abstract and Keywords |
| Presentation |
2013-12-07 11:40
Analysis of behaviors by speaker and audience in lectures
Eiji Watanabe (Konan Univ.), Takashi Ozeki (Fukuyama Univ.), Takeshi Kohama (Kinki Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we discuss the analysis of the interaction between the lecturer and audience in the lec- ture by using multi-layered neural networks. Here, we adopt the following features as behaviors by lecturer and audience; face and head movement by lecturer, and face movement by audience. The relations among the above features concerning on the behaviors by the lecturer and audience can be approximated by multi-layered neural networks. Furthermore, we use a learning method with forgetting for neural networks for the purpose of extraction of rules. Finally, we have analyzed the interaction between behaviors by lecturer and audience based on the internal representations in multi-layered neural networks for a real lecture. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Lecture / Lecturer / Audience / Time series model / Interaction / / / |
| Reference Info. |
ITE Tech. Rep., vol. 37, no. 55, HI2013-75, pp. 41-44, Dec. 2013. |
| Paper # |
HI2013-75 |
| Date of Issue |
2013-11-29 (HI) |
| ISSN |
Print edition: ISSN 1342-6893 |
| Download PDF |
|
| Conference Information |
| Committee |
HI |
| Conference Date |
2013-12-06 - 2013-12-07 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Okinawa Industry Support Center |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Visual and auditory Senses, multi modal processing, Kansei information processing, etc. |
| Paper Information |
| Registration To |
HI |
| Conference Code |
2013-12-HI |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Analysis of behaviors by speaker and audience in lectures |
| Sub Title (in English) |
|
| Keyword(1) |
Lecture |
| Keyword(2) |
Lecturer |
| Keyword(3) |
Audience |
| Keyword(4) |
Time series model |
| Keyword(5) |
Interaction |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Eiji Watanabe |
| 1st Author's Affiliation |
Konan University (Konan Univ.) |
| 2nd Author's Name |
Takashi Ozeki |
| 2nd Author's Affiliation |
Fukuyama University (Fukuyama Univ.) |
| 3rd Author's Name |
Takeshi Kohama |
| 3rd Author's Affiliation |
Kinki University (Kinki Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2013-12-07 11:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
HI |
| Paper # |
HI2013-75 |
| Volume (vol) |
vol.37 |
| Number (no) |
no.55 |
| Page |
pp.41-44 |
| #Pages |
4 |
| Date of Issue |
2013-11-29 (HI) |