System and Method of Generating Destination Recommendations Based on Smart Destination Scoring Methodology
Disclosed are various embodiments of generating recommendations for particular destinations in a predefined global area. A user submitted query associated with city characteristics required for a destination in an electronic repository is received, each of the destinations being associated with user...
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Format: | Patent |
Sprache: | eng |
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Zusammenfassung: | Disclosed are various embodiments of generating recommendations for particular destinations in a predefined global area. A user submitted query associated with city characteristics required for a destination in an electronic repository is received, each of the destinations being associated with user generated city scores, reviews, and destination content. Scores relevant to the user submitted query are identified. Destinations relevant to the user submitted query are displayed with a weighted scoring element based on city characteristics selected and user profile information. The destination recommendation engine will use destination metadata in comparison to user profile parameters to determine relevance of the destination to user query based on weighted scoring (Smart Score) history and logistic regression modeling. User submitted queries are stored in query data store and are aggregated based on frequency threshold and user profile parameters to recommend most relevant search queries to user. Destination relevance to the user submitted queries and destination query recommendations are determined based at least upon one destination and query being relevant. Upon identification of destinations that meet the criteria of the user, booking option will be me available. |
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