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

Yi Ting Chen, Tzone I. Wang

研究成果: Conference contribution

摘要

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.

原文English
主出版物標題ICCBD 2019 - 2019 the 2nd International Conference on Computing and Big Data, Workshop CSEA 2019
主出版物子標題2019 International Conference on Computer, Software Engineering and Applications
發行者Association for Computing Machinery
頁面32-36
頁數5
ISBN(電子)9781450372909
DOIs
出版狀態Published - 2019 十月 18
事件2nd 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
持續時間: 2019 十月 182019 十月 20

出版系列

名字ACM 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
國家Taiwan
城市Taichung
期間19-10-1819-10-20

    指紋

All Science Journal Classification (ASJC) codes

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

引用此

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