Paper Abstract and Keywords |
Presentation |
2023-06-16 09:10
A POI recommendation method with explanatory nature for user's purpose based on online review information Hajjime Katayama, Taketoshi Ushiama (Kyushu Univ.) DE2023-2 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this study, we propose a method in which the purpose of searching for a POI is entered as a query, and a POI suitable for that purpose is presented along with the reason for the query. The proposed method uses a model that has been additionally pre-trained with reviews about POIs in a pre-trained model BERT, and then finetuned with self-supervised learning for the task of predicting, from the review text, the POI that the review is about. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
POI Search / Explainable AI / BERT / Online review / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 123, no. 80, DE2023-2, pp. 7-12, June 2023. |
Paper # |
DE2023-2 |
Date of Issue |
2023-06-09 (DE) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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DE2023-2 |
Conference Information |
Committee |
DE |
Conference Date |
2023-06-16 - 2023-06-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Musashino University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Social Computing |
Paper Information |
Registration To |
DE |
Conference Code |
2023-06-DE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A POI recommendation method with explanatory nature for user's purpose based on online review information |
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POI Search |
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Explainable AI |
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BERT |
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Online review |
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1st Author's Name |
Hajjime Katayama |
1st Author's Affiliation |
Kyushu University (Kyushu Univ.) |
2nd Author's Name |
Taketoshi Ushiama |
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Kyushu University (Kyushu Univ.) |
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Speaker |
Author-1 |
Date Time |
2023-06-16 09:10:00 |
Presentation Time |
20 minutes |
Registration for |
DE |
Paper # |
DE2023-2 |
Volume (vol) |
vol.123 |
Number (no) |
no.80 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2023-06-09 (DE) |
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