Abstract generation system for Chinese articles and reviews of 3C products

Yi Ting Chen, Tzone I. Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The Internet has become popular and convenient. Product articles and reviews are written by people on digital media platforms such as Facebook, PTT, Mobile01, and Apple Daily News. Most people read many articles and reviews on digital media when they want to buy a product. However, an overwhelming number of articles and reviews of products is available on the Internet, and a prospective buyer can become confused. People should organize these articles and reviews before deciding on whether to buy a product or not. Therefore, it is essential to summarize the available data and provide customers useful information.Many researchers have investigated this task, but most studies have been focused on English reviews. This work focuses on Chinese articles and reviews in digital media, and propose a system designed to summarize data from digital media. When a user is interested in a product, the system extracts features and opinion words of the product from review articles and uses these features to identify sentences highly related to the product. After obtaining these sentences, the approach in this work selects top 20 important sentences to form the summary of the product, which is presented to the user. This work conducts several experiments to compare the effectiveness of TextRank, Luhn’s method, and the proposed approach. Among them, the approach proposed in this work exhibits the best performance.

Original languageEnglish
Title of host publicationICCBD 2019 - 2019 the 2nd International Conference on Computing and Big Data, Workshop CSEA 2019
Subtitle of host publication2019 International Conference on Computer, Software Engineering and Applications
PublisherAssociation for Computing Machinery
Pages32-36
Number of pages5
ISBN (Electronic)9781450372909
DOIs
Publication statusPublished - 2019 Oct 18
Event2nd International Conference on Computing and Big Data, ICCBD 2019 and its Workshop the International Conference on Computer, Software Engineering and Applications, CSEA 2019 - Taichung, Taiwan
Duration: 2019 Oct 182019 Oct 20

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2nd International Conference on Computing and Big Data, ICCBD 2019 and its Workshop the International Conference on Computer, Software Engineering and Applications, CSEA 2019
CountryTaiwan
CityTaichung
Period19-10-1819-10-20

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All Science Journal Classification (ASJC) codes

  • Human-Computer Interaction
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Software

Cite this

Chen, Y. T., & Wang, T. I. (2019). Abstract generation system for Chinese articles and reviews of 3C products. In ICCBD 2019 - 2019 the 2nd International Conference on Computing and Big Data, Workshop CSEA 2019: 2019 International Conference on Computer, Software Engineering and Applications (pp. 32-36). (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3366650.3366654