Incorporating Spatial, Temporal, and Social Context in Recommendations for Location-Based Social Networks
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Additional excerpts
...[33] improved the traditional collaborative filtering algorithm, which took the spatial, temporal, and social context data into account together, to provide the optimized recommendations in location-based social networks....
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33 citations
Cites background or result from "Incorporating Spatial, Temporal, an..."
...A recent study from Stepan et al. (2016) incorporated the spatial, temporal and the social aspect in their recommendation model....
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...Though the study from Stepan et al. (2016) looks more relevant to our work, two of the major differences make our study more interesting....
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References
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"Incorporating Spatial, Temporal, an..." refers background in this paper
...Given a set of users U and a set of items I , a recommender system attempts to find the subset of items that are the most relevant to each user (U j ) [20]....
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"Incorporating Spatial, Temporal, an..." refers methods in this paper
...To give credit to a larger set of coratings, we scale (1) by the Jaccard similarity index [23]...
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