Personalized recommendations based on hotel online review data. Issue 5 (April 2020)

• Record Type: Journal Article
• Authors: Qin, Haifei; Xu, Wanjin; Zhao, Yongchao; Wang, Chunlin; Chen, Xiaolin
• Is Part Of: Journal of physics. Volume 1486:Issue 5(2020)
• Publication Date: 2020-04
• Subjects: Physics -- Congresses; 530.5
• DOI: 10.1088/1742-6596/1486/5/052028
• Languages: English
• ISSNs: 1742-6588

Abstract

Abstract: With the development of network technology, independent travel is more and more popular. This paper constructs Hotel recommendations based on online review data. Firstly, we are starting from data acquisition, perceive and obtain the data that the online overview from the multi-agent-based on JADE. Secondly, we carry out semantic analysis of online comment data, according to the selecting, filtering, identifying, and merging data features, gain the feature of the hotel. Then, classifies online comment data and ranks hotels using combined feature words. Finally, we provide a personalized recommendation to users.