2021
DOI: 10.1145/3478285
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Embedding Hierarchical Structures for Venue Category Representation

Abstract: Venue categories used in location-based social networks often exhibit a hierarchical structure, together with the category sequences derived from users’ check-ins. The two data modalities provide a wealth of information for us to capture the semantic relationships between those categories. To understand the venue semantics, existing methods usually embed venue categories into low-dimensional spaces by modeling the linear context (i.e., the positional neighbors of the given category) in check-in sequences. Howe… Show more

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Cited by 8 publications
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References 48 publications
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