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| Paper Abstract and Keywords | ||
| Presentation | 2019-03-15 09:00 Words co-occurrence-based mail filtering using Jaccard coefficient Seiya Temma, Manabu Sugii, Hiroshi Matsuno (Yamaguchi Univ)  MSS2018-92 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The validity of mail filtering method with co-occurrence index of words has been shown experimentally. In this study, we tried to evaluate the co-occurrence degree with Jaccard coefficient, getting a good performance of mail filtering for TREC spam corpus. Our proposed method of mail filtering is to be less affected by dispersion of appearance frequency of words. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | co-occurrence / Jaccard coefficient / mail filtering / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 499, MSS2018-92, pp. 59-64, March 2019. | |
| Paper # | MSS2018-92 | |
| Date of Issue | 2019-03-07 (MSS) | |
| ISSN | Print edition: ISSN 0913-5685 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 | MSS2018-92 |
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| Conference Information | |
| Committee | NLP MSS |
| Conference Date | 2019-03-14 - 2019-03-15 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Bunkyo Camp., Univ. of Fukui |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | SICE-DES, IEICE-MSS, IEICE-NLP, Work In Progress, and etc. |
| Paper Information | |
| Registration To | MSS |
| Conference Code | 2019-03-NLP-MSS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Words co-occurrence-based mail filtering using Jaccard coefficient |
| Sub Title (in English) | |
| Keyword(1) | co-occurrence |
| Keyword(2) | Jaccard coefficient |
| Keyword(3) | mail filtering |
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| 1st Author's Name | Seiya Temma |
| 1st Author's Affiliation | Yamaguchi University (Yamaguchi Univ) |
| 2nd Author's Name | Manabu Sugii |
| 2nd Author's Affiliation | Yamaguchi University (Yamaguchi Univ) |
| 3rd Author's Name | Hiroshi Matsuno |
| 3rd Author's Affiliation | Yamaguchi University (Yamaguchi Univ) |
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| Speaker | Author-1 |
| Date Time | 2019-03-15 09:00:00 |
| Presentation Time | 25 minutes |
| Registration for | MSS |
| Paper # | MSS2018-92 |
| Volume (vol) | vol.118 |
| Number (no) | no.499 |
| Page | pp.59-64 |
| #Pages | 6 |
| Date of Issue | 2019-03-07 (MSS) |
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