| Paper Abstract and Keywords |
| Presentation |
2013-02-19 09:20
A Note on Accurate Recommendation of Videos Using User Interest Extracted from Viewing Behavior
Tetsuo Shiraishi, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper presents a video recommendation method using levels of user interest defined from their viewing behavior. In the proposed method, levels of user interest for a watching video are defined considering users who have preference similar to the target user. Furthermore, levels of user interest for videos are estimated based on a model obtained by Support Vector Regression using levels of user interest and video features. Thus, by recommending videos in the order of levels of user interest, accurate video recommendation is realized. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
levels of interest / video recommendation / Support Vector Machine / Support Vector Regression / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 37, no. 8, ME2013-41, pp. 95-100, Feb. 2013. |
| Paper # |
ME2013-41 |
| Date of Issue |
2013-02-11 (HI, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 |
| Download PDF |
|
| Conference Information |
| Committee |
IEICE-ITS IEICE-IE AIT HI ME |
| Conference Date |
2013-02-18 - 2013-02-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
ITS Image Processsing, Image Medium, Vision, etc. |
| Paper Information |
| Registration To |
ME |
| Conference Code |
2013-02-ITS-IE-AIT-HI-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Note on Accurate Recommendation of Videos Using User Interest Extracted from Viewing Behavior |
| Sub Title (in English) |
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| Keyword(1) |
levels of interest |
| Keyword(2) |
video recommendation |
| Keyword(3) |
Support Vector Machine |
| Keyword(4) |
Support Vector Regression |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Tetsuo Shiraishi |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Takahiro Ogawa |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name |
Miki Haseyama |
| 3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2013-02-19 09:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
ME |
| Paper # |
HI2013-13, ME2013-41, AIT2013-13 |
| Volume (vol) |
vol.37 |
| Number (no) |
no.8 |
| Page |
pp.95-100 |
| #Pages |
6 |
| Date of Issue |
2013-02-11 (HI, ME, AIT) |
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