| Paper Abstract and Keywords |
| Presentation |
2019-02-19 16:00
A Study on Vectorizing Diet Preferences based on Large Foodlogging Data and DNN model
Yuji Goda (UTokyo), Sosuke Amano (foo.log Inc.), Yoko Yamakata, Kiyoharu Aizawa (UTokyo) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In usual dietary management, dieticians use the food logs to see one’s wellness. However, this method is not handy for ordinary people, and also it becomes the bottleneck of the statistical analysis of diet preference. In this paper, an autoencoder-based method is proposed to process raw food log to one feature which can be handled statistically. Also the appropriate method to evaluate foodlog-feature is discussed. The proposed feature exceeded the scores of dieticians’ in our evaluating method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
food / diet preference / food records / deep learning / autoencoder / / / |
| Reference Info. |
ITE Tech. Rep., vol. 43, no. 5, ME2019-35, pp. 115-120, Feb. 2019. |
| Paper # |
ME2019-35 |
| Date of Issue |
2019-02-12 (MMS, HI, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
ME IEICE-IE IEICE-ITS MMS HI AIT |
| Conference Date |
2019-02-19 - 2019-02-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Image Processing, etc. |
| Paper Information |
| Registration To |
ME |
| Conference Code |
2019-02-ME-IE-ITS-MMS-HI-AIT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study on Vectorizing Diet Preferences based on Large Foodlogging Data and DNN model |
| Sub Title (in English) |
|
| Keyword(1) |
food |
| Keyword(2) |
diet preference |
| Keyword(3) |
food records |
| Keyword(4) |
deep learning |
| Keyword(5) |
autoencoder |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Yuji Goda |
| 1st Author's Affiliation |
The University of Tokyo (UTokyo) |
| 2nd Author's Name |
Sosuke Amano |
| 2nd Author's Affiliation |
foo.log Inc. (foo.log Inc.) |
| 3rd Author's Name |
Yoko Yamakata |
| 3rd Author's Affiliation |
The University of Tokyo (UTokyo) |
| 4th Author's Name |
Kiyoharu Aizawa |
| 4th Author's Affiliation |
The University of Tokyo (UTokyo) |
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| Speaker |
Author-1 |
| Date Time |
2019-02-19 16:00:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
MMS2019-13, HI2019-13, ME2019-35, AIT2019-13 |
| Volume (vol) |
vol.43 |
| Number (no) |
no.5 |
| Page |
pp.115-120 |
| #Pages |
6 |
| Date of Issue |
2019-02-12 (MMS, HI, ME, AIT) |