Exploring Topic and Sentiment of Hotel Reviews
Available Online March 2015.
- https://doi.org/10.2991/etmhs-15.2015.225How to use a DOI?
- Topic; Sentiment Lexicon; Hotel Review; Sentiment Strength
- Online review can help people getting more information about products. It offers a unique proposition for sentiment analysis. In this paper, a method for automatic extracting topic and it’s sentiment of hotel reviews is proposed. Our method focus on a special case which means some explicit topics is already given. The unknown topics are extracted by means of given topics. Previous studies mainly focus on the polarity of the sentiment. Furthermore, in this paper, the sentiment strength is calculated by lexicon-based approach. Empirical experiments on hotel reviews demonstrate the advantage of the proposed method.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Ling Shen PY - 2015/03 DA - 2015/03 TI - Exploring Topic and Sentiment of Hotel Reviews BT - 2015 International Conference on Education Technology, Management and Humanities Science (ETMHS 2015) PB - Atlantis Press SP - 1021 EP - 1024 SN - 2352-5398 UR - https://doi.org/10.2991/etmhs-15.2015.225 DO - https://doi.org/10.2991/etmhs-15.2015.225 ID - Shen2015/03 ER -