TWIN - Research Project on Recommender Systems with Personality-based Profiles.
TripAdvisor datasets

Tripadvisor dataset

(2017)
The dataset consists of:
- textual content of positive TripAdvisor reviews
- basic information about reviewed hotels

Dataset size: 422140 reviews
The dataset includes reviews of hotels in the World's Top 10 Most Visited Cities: Bangkok, London, Paris, Singapore, New York, Istanbul, Dubai, Kuala Lumpur, Hong Kong, and Barcelona
(April 2016, http://www.forbes.com)

Dataset description
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Tripadvisor dataset

(2015)
Includes personality scores
(calculated using Fabio Celli's component).
DOI:­ 10.13140/RG.2.1.5104.8081

- detailed description of users' profiles
- personality scores per each user profile
- samples of 5 or more text reviews (for each user)
- textual content of 1 article (available only for some users)

Dataset description
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A. Roshchina, J. Cardiff and P. Rosso. (2015). TWIN: Personality-based Intelligent Recommender System, Journal of Intelligent & Fuzzy Systems, IOS Press, vol. 28, no. 5, pp. 2059–2071, DOI: 10.3233/IFS-141484.



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Created by Lory Rosh