| 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 | 2021-02-18 17:20 Proposal of a News Article Comments Generation Model for Early Automatic Detection of Fake News Yuta Yanagi, Ryohei Orihara, Yasuyuki Tahara, Yuichi Sei, Akihiko Ohsuga (UEC)  NLC2020-30 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Recently, fake news makes wrong rumors on social networks. Automatic detection of fake news with social contexts(e.g. likes, retweets, replies) is a popular research topic. However, these are unavailable in the early stage. We propose a fake news detector by generating comments. The fake context generation is based on a fake news generator. This generates comments using a dataset with news articles and comments. We examined the performance of the model, to obtain the result that a generated comment help it detect more fake news than real comments only. It suggests our detector will be effective to spot fake news. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Natural Language Processing / Generating Sentences / Microblog / Fake News / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 374, NLC2020-30, pp. 43-48, Feb. 2021. | |
| Paper # | NLC2020-30 | |
| Date of Issue | 2021-02-11 (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 | NLC2020-30 |
|
| Conference Information | |
| Committee | NLC |
| Conference Date | 2021-02-18 - 2021-02-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The 17th Text Analytics Symposium |
| Paper Information | |
| Registration To | NLC |
| Conference Code | 2021-02-NLC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Proposal of a News Article Comments Generation Model for Early Automatic Detection of Fake News |
| Sub Title (in English) | |
| Keyword(1) | Natural Language Processing |
| Keyword(2) | Generating Sentences |
| Keyword(3) | Microblog |
| Keyword(4) | Fake News |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yuta Yanagi |
| 1st Author's Affiliation | University of Electro-Communications (UEC) |
| 2nd Author's Name | Ryohei Orihara |
| 2nd Author's Affiliation | University of Electro-Communications (UEC) |
| 3rd Author's Name | Yasuyuki Tahara |
| 3rd Author's Affiliation | University of Electro-Communications (UEC) |
| 4th Author's Name | Yuichi Sei |
| 4th Author's Affiliation | University of Electro-Communications (UEC) |
| 5th Author's Name | Akihiko Ohsuga |
| 5th Author's Affiliation | University of Electro-Communications (UEC) |
| 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 | 2021-02-18 17:20:00 |
| Presentation Time | 25 minutes |
| Registration for | NLC |
| Paper # | NLC2020-30 |
| Volume (vol) | vol.120 |
| Number (no) | no.374 |
| Page | pp.43-48 |
| #Pages | 6 |
| Date of Issue | 2021-02-11 (NLC) |
[Return to Top Page]