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A survey on text classification and its applications
- Source :
- Web Intelligence. 18:205-216
- Publication Year :
- 2020
- Publisher :
- IOS Press, 2020.
-
Abstract
- Text classification (a.k.a text categorisation) is an effective and efficient technology for information organisation and management. With the explosion of information resources on the Web and corporate intranets continues to increase, it has being become more and more important and has attracted wide attention from many different research fields. In the literature, many feature selection methods and classification algorithms have been proposed. It also has important applications in the real world. However, the dramatic increase in the availability of massive text data from various sources is creating a number of issues and challenges for text classification such as scalability issues. The purpose of this report is to give an overview of existing text classification technologies for building more reliable text classification applications, to propose a research direction for addressing the challenging problems in text mining.
- Subjects :
- Computer Networks and Communications
Computer science
business.industry
Feature selection
02 engineering and technology
Data science
Statistical classification
Text mining
Artificial Intelligence
020204 information systems
Scalability
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
business
Software
Subjects
Details
- ISSN :
- 24056464 and 24056456
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- Web Intelligence
- Accession number :
- edsair.doi...........8a3c110781d30748a9575fcb67e38428