| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2023-09-07 10:45 Ramen Restaurant Recommendation System by Automatic Generation of Reviews Yota Amano, Kengo Enami, Hiroyuki Sakai (SEIKEI Univ.)  NLC2023-10 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this research, we propose a method for recommending ramen restaurants by automatically generating reviews. Our method uses GPT, which is fine-tuned by a large number of reviews about ramen, to generate reviews from questions such as “Tell me about good miso ramen restaurants at Kichijoji station.” and recommends restaurants from the generated reviews by T5. For example, our methods generates reviews about “good miso ramen” in response to the above question and recommends ramen restaurants serving “good miso ramen” in Kichijoji station area based on those reviews. Our method is able to recommend ramen restaurants for complex questions. The evaluation results showed that the accuracy of our method was 72%. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Generation of Reviews / Ramen Restaurant Recommendation / GPT / T5 / Natural Language Processing / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 123, no. 176, NLC2023-10, pp. 51-56, Sept. 2023. | |
| Paper # | NLC2023-10 | |
| Date of Issue | 2023-08-30 (NLC) | |
| 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) | |
| Download PDF | NLC2023-10 |
|
| Conference Information | |
| Committee | NLC |
| Conference Date | 2023-09-06 - 2023-09-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Metropolitan University. Nakamozu Campus. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The 20th Text Analytics Symposium |
| Paper Information | |
| Registration To | NLC |
| Conference Code | 2023-09-NLC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Ramen Restaurant Recommendation System by Automatic Generation of Reviews |
| Sub Title (in English) | |
| Keyword(1) | Generation of Reviews |
| Keyword(2) | Ramen Restaurant Recommendation |
| Keyword(3) | GPT |
| Keyword(4) | T5 |
| Keyword(5) | Natural Language Processing |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yota Amano |
| 1st Author's Affiliation | SEIKEI University (SEIKEI Univ.) |
| 2nd Author's Name | Kengo Enami |
| 2nd Author's Affiliation | SEIKEI University (SEIKEI Univ.) |
| 3rd Author's Name | Hiroyuki Sakai |
| 3rd Author's Affiliation | SEIKEI University (SEIKEI Univ.) |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2023-09-07 10:45:00 |
| Presentation Time | 25 minutes |
| Registration for | NLC |
| Paper # | NLC2023-10 |
| Volume (vol) | vol.123 |
| Number (no) | no.176 |
| Page | pp.51-56 |
| #Pages | 6 |
| Date of Issue | 2023-08-30 (NLC) |
[Return to Top Page]