Summary of text classification methods
How to effectively classify text has become a hot topic. Firstly, the concept of text classification, word segmentation, feature extraction and text classification methods were introduced, and the research actuality was summarized. And then the challenges of text classification related technologies...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2019-10-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019045 |
| _version_ | 1811290056040644608 |
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| author | YU You, FU Yu, WU Xiaoping |
| author_facet | YU You, FU Yu, WU Xiaoping |
| author_sort | YU You, FU Yu, WU Xiaoping |
| collection | DOAJ |
| description | How to effectively classify text has become a hot topic. Firstly, the concept of text classification, word segmentation, feature extraction and text classification methods were introduced, and the research actuality was summarized. And then the challenges of text classification related technologies were analyzed. Finally, the development trend of text classification was summarized. |
| first_indexed | 2024-04-13T04:06:16Z |
| format | Article |
| id | doaj.art-0bed782364b4439a8778eca697b74c31 |
| institution | Directory Open Access Journal |
| issn | 2096-109X |
| language | English |
| last_indexed | 2024-04-13T04:06:16Z |
| publishDate | 2019-10-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj.art-0bed782364b4439a8778eca697b74c312022-12-22T03:03:16ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2019-10-01551810.11959/j.issn.2096-109x.2019045Summary of text classification methodsYU You, FU Yu, WU Xiaoping0Department of Information Security, Naval University of Engineering, Wuhan 430033, ChinaHow to effectively classify text has become a hot topic. Firstly, the concept of text classification, word segmentation, feature extraction and text classification methods were introduced, and the research actuality was summarized. And then the challenges of text classification related technologies were analyzed. Finally, the development trend of text classification was summarized.http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019045text classificationword segmentationfeature selection |
| spellingShingle | YU You, FU Yu, WU Xiaoping Summary of text classification methods 网络与信息安全学报 text classification word segmentation feature selection |
| title | Summary of text classification methods |
| title_full | Summary of text classification methods |
| title_fullStr | Summary of text classification methods |
| title_full_unstemmed | Summary of text classification methods |
| title_short | Summary of text classification methods |
| title_sort | summary of text classification methods |
| topic | text classification word segmentation feature selection |
| url | http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2019045 |
| work_keys_str_mv | AT yuyoufuyuwuxiaoping summaryoftextclassificationmethods |