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| Presentation | 2020-01-23 14:15 Property Extraction and Personality Vectorization of Twitter Users for Clarifying the Existence of Property's Effects on Personality Haruki Ishikawa, Komei Arasawa, Shun Hattori (Muroran Inst. of Tech.)  IN2019-66 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We, humans, have various properties such as gender, race, and religion. Such a property could have an influence on us who are the owners of those properties. For example, if you have sports as one of your hobby, then the hobby may have changed your personality. If a property affects the personality of the owner, it may be possible to change the personality by assigning a new property to a person. In addition, if it is possible to elucidate what kinds of effects the property has on the personality, it may be applicable to prevention of mood disorders such as depression and manic depression. Therefore, this paper proposes a method for property extraction and personality vectorization of Twitter users for the purpose of clarifying the existence of the effects of properties on personality using SNS analysis. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Property Extraction / Personality Vectorization / SNS Analysis / Machine Learning / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 384, IN2019-66, pp. 7-12, Jan. 2020. | |
| Paper # | IN2019-66 | |
| Date of Issue | 2020-01-16 (IN) | |
| 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 | IN2019-66 |
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| Conference Information | |
| Committee | IN |
| Conference Date | 2020-01-23 - 2020-01-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | WINC AICHI |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Contents Distribution, Social Networking Services, Data Analytics and Processing Platform, Big data, etc. |
| Paper Information | |
| Registration To | IN |
| Conference Code | 2020-01-IN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Property Extraction and Personality Vectorization of Twitter Users for Clarifying the Existence of Property's Effects on Personality |
| Sub Title (in English) | |
| Keyword(1) | Property Extraction |
| Keyword(2) | Personality Vectorization |
| Keyword(3) | SNS Analysis |
| Keyword(4) | Machine Learning |
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| 1st Author's Name | Haruki Ishikawa |
| 1st Author's Affiliation | Muroran Institute of Technology (Muroran Inst. of Tech.) |
| 2nd Author's Name | Komei Arasawa |
| 2nd Author's Affiliation | Muroran Institute of Technology (Muroran Inst. of Tech.) |
| 3rd Author's Name | Shun Hattori |
| 3rd Author's Affiliation | Muroran Institute of Technology (Muroran Inst. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2020-01-23 14:15:00 |
| Presentation Time | 25 minutes |
| Registration for | IN |
| Paper # | IN2019-66 |
| Volume (vol) | vol.119 |
| Number (no) | no.384 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2020-01-16 (IN) |
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