User profiles based on user reviews extracted from OpinRank dataset

The OpinRank dataset contains hotel reviews and aspect ratings. There are 5 aspects ratings related to hotels: cleanliness, value, service, location and room. The aspect ratings values are on a scale of 1-5. The authors manually created textual queries related to each aspect rating. These queries were based on real queries made by users in popular search engines, so they reflect a natural user query. For example, the query "great location" is related to the aspect rating "location". Given this query, the dataset lists the aspect rating value of each hotel. The rating values are given by users from TripAdvisor when evaluating the hotels they have visited. In essence, the OpinRank dataset contains five hotels aspects, each aspect is related to user queries, and one aspect rating value is related to each hotel. In addition, this dataset contains hotel profiles composed of unlabeled reviews made by users who have visited the respective hotel.