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http://hdl.handle.net/10884/640| Title: | PIRPO: An Algorithm to deal with Polarity in Portuguese Online Reviews from the Accommodation Sector |
| Authors: | Chaves, Marcirio Freitas, Larissa Souza, Marlo Vieira, Renata |
| Keywords: | Portuguese Online Reviews Portuguese Sentiment Analysis Portuguese Opinion Mining Accommodation Sector |
| Issue Date: | 26-Jul-2012 |
| Publisher: | Springer |
| Abstract: | This paper presents the algorithm Polarity Recognizer in Portuguese (PIRPO) to classify sentiment in online reviews. PIRPO was constructed to identify polarity in Portuguese user-generated accommodation reviews. Each review is analysed according to concepts from a domain ontology. We decompose the review in sentences in order to assign a polarity to each concept of the ontology in the sentence. Preliminary results indicate an average F-score of 0.32 for polarity recognition. |
| Description: | Proceedings of the 17th International Conference on Applications of Natural Language Processing to Information Systems (NLDB), Groningen, The Netherlands, 26-28 June. G. Bouma et al. (Eds.): NLDB 2012, LNCS 7337, pp. 296—301. Springer, Heidelberg. |
| URI: | http://hdl.handle.net/10884/640 |
| Appears in Collections: | A CTIC/STI - Comunicações a Conferências |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| short-nldb_cr.pdf | 193.12 kB | Adobe PDF | View/Open |
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