| Presentation | 2020-03-09 Feature Analysis of Strange Words for Spam Mail Filtering Seiya Temma, Kazuya Nakatani, Manabu Sugii, Hiroshi Matsuno, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we discuss preparing processes of text for mail filtering, and improve the accuracy of the mail classification. It is necessary to remove noise, which can be symbols and abbreviated words, from the mail data appropriately, but the treatment of these words have not been investigated carefully. We found that features of strange word is important for mail filtering by comparing an old and a new set of mails. We also confirmed that the accuracy of mail filtering can be improved by bsfilter with strange words. The result suggested that we can take advantage of the features of spam mails using strange words for mail filtering. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | mail filtering / preparing processes of text / strange words |
| Paper # | MSS2019-60 |
| Date of Issue | 2020-03-02 (MSS) |
| Conference Information | |
| Committee | MSS / NLP |
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| Conference Date | 2020/3/9(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | SICE-DES, IEICE-MSS, IEICE-NLP |
| Chair | Shigemasa Takai(Osaka Univ.) / Hiroaki Kurokawa(Tokyo Univ. of Tech.) |
| Vice Chair | Atsuo Ozaki(Osaka Inst. of Tech.) / Kiyohisa Natsume(Kyushu Inst. of Tech.) |
| Secretary | Atsuo Ozaki(Osaka Univ.) / Kiyohisa Natsume(Hokkaido Univ.) |
| Assistant | Naoki Hayashi(Osaka Univ.) / Yutaka Shimada(Saitama Univ.) / Toshikaza Samura(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Nonlinear Problems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Feature Analysis of Strange Words for Spam Mail Filtering |
| Sub Title (in English) | |
| Keyword(1) | mail filtering |
| Keyword(2) | preparing processes of text |
| Keyword(3) | strange words |
| 1st Author's Name | Seiya Temma |
| 1st Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 2nd Author's Name | Kazuya Nakatani |
| 2nd Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 3rd Author's Name | Manabu Sugii |
| 3rd Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 4th Author's Name | Hiroshi Matsuno |
| 4th Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| Date | 2020-03-09 |
| Paper # | MSS2019-60 |
| Volume (vol) | vol.119 |
| Number (no) | MSS-470 |
| Page | pp.pp.13-18(MSS), |
| #Pages | 6 |
| Date of Issue | 2020-03-02 (MSS) |