FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2739521567> ?p ?o ?g. }

• W2739521567 abstract "Personalized item recommendation is useful in narrowing down the list of options provided to a user. In this paper, we address the problem scenario where the user is currently holding a basket of items, and the task is to recommend an item to be added to the basket. Here, we assume that items currently in a basket share some association based on an underlying latent need, e.g., ingredients to prepare some dish, spare parts of some device. Thus, it is important that a recommended item is relevant not only to the user, but also to the existing items in the basket. Towards this goal, we propose two approaches. First, we explore a factorization-based model called BFM that incorporates various types of associations involving the user, the target item to be recommended, and the items currently in the basket. Second, based on our observation that various recommendations towards constructing the same basket should have similar likelihoods, we propose another model called CBFM that further incorporates basket-level constraints. Experiments on three real-life datasets from different domains empirically validate these models against baselines based on matrix factorization and association rules." @default.
• W2739521567 created "2017-08-08" @default.
• W2739521567 creator A5023041667 @default.
• W2739521567 creator A5055103025 @default.
• W2739521567 creator A5065067629 @default.
• W2739521567 date "2017-08-01" @default.
• W2739521567 modified "2023-10-02" @default.
• W2739521567 title "Basket-Sensitive Personalized Item Recommendation" @default.
• W2739521567 cites W1484413656 @default.
• W2739521567 cites W155854392 @default.
• W2739521567 cites W1965417524 @default.
• W2739521567 cites W1974627246 @default.
• W2739521567 cites W1978475816 @default.
• W2739521567 cites W1985854669 @default.
• W2739521567 cites W1996283866 @default.
• W2739521567 cites W2028912620 @default.
• W2739521567 cites W2041022395 @default.
• W2739521567 cites W2054141820 @default.
• W2739521567 cites W2058436802 @default.
• W2739521567 cites W2064853889 @default.
• W2739521567 cites W2076971320 @default.
• W2739521567 cites W2094286023 @default.
• W2739521567 cites W2110325612 @default.
• W2739521567 cites W2115730652 @default.
• W2739521567 cites W2135790056 @default.
• W2739521567 cites W2145284171 @default.
• W2739521567 cites W2171279286 @default.
• W2739521567 cites W2332426966 @default.
• W2739521567 cites W2474909202 @default.
• W2739521567 cites W2507741081 @default.
• W2739521567 cites W2508504774 @default.
• W2739521567 cites W2803437449 @default.
• W2739521567 doi "https://doi.org/10.24963/ijcai.2017/286" @default.
• W2739521567 hasPublicationYear "2017" @default.
• W2739521567 type Work @default.
• W2739521567 sameAs 2739521567 @default.
• W2739521567 citedByCount "24" @default.
• W2739521567 countsByYear W27395215672018 @default.
• W2739521567 countsByYear W27395215672019 @default.
• W2739521567 countsByYear W27395215672020 @default.
• W2739521567 countsByYear W27395215672021 @default.
• W2739521567 countsByYear W27395215672022 @default.
• W2739521567 countsByYear W27395215672023 @default.
• W2739521567 crossrefType "proceedings-article" @default.
• W2739521567 hasAuthorship W2739521567A5023041667 @default.
• W2739521567 hasAuthorship W2739521567A5055103025 @default.
• W2739521567 hasAuthorship W2739521567A5065067629 @default.
• W2739521567 hasBestOaLocation W27395215671 @default.
• W2739521567 hasConcept C11413529 @default.
• W2739521567 hasConcept C119857082 @default.
• W2739521567 hasConcept C121332964 @default.
• W2739521567 hasConcept C124101348 @default.
• W2739521567 hasConcept C136764020 @default.
• W2739521567 hasConcept C144133560 @default.
• W2739521567 hasConcept C154945302 @default.
• W2739521567 hasConcept C158693339 @default.
• W2739521567 hasConcept C162324750 @default.
• W2739521567 hasConcept C162853370 @default.
• W2739521567 hasConcept C183003079 @default.
• W2739521567 hasConcept C187736073 @default.
• W2739521567 hasConcept C187834632 @default.
• W2739521567 hasConcept C193524817 @default.
• W2739521567 hasConcept C194648553 @default.
• W2739521567 hasConcept C21569690 @default.
• W2739521567 hasConcept C23123220 @default.
• W2739521567 hasConcept C2780451532 @default.
• W2739521567 hasConcept C41008148 @default.
• W2739521567 hasConcept C42355184 @default.
• W2739521567 hasConcept C557471498 @default.
• W2739521567 hasConcept C62520636 @default.
• W2739521567 hasConceptScore W2739521567C11413529 @default.
• W2739521567 hasConceptScore W2739521567C119857082 @default.
• W2739521567 hasConceptScore W2739521567C121332964 @default.
• W2739521567 hasConceptScore W2739521567C124101348 @default.
• W2739521567 hasConceptScore W2739521567C136764020 @default.
• W2739521567 hasConceptScore W2739521567C144133560 @default.
• W2739521567 hasConceptScore W2739521567C154945302 @default.
• W2739521567 hasConceptScore W2739521567C158693339 @default.
• W2739521567 hasConceptScore W2739521567C162324750 @default.
• W2739521567 hasConceptScore W2739521567C162853370 @default.
• W2739521567 hasConceptScore W2739521567C183003079 @default.
• W2739521567 hasConceptScore W2739521567C187736073 @default.
• W2739521567 hasConceptScore W2739521567C187834632 @default.
• W2739521567 hasConceptScore W2739521567C193524817 @default.
• W2739521567 hasConceptScore W2739521567C194648553 @default.
• W2739521567 hasConceptScore W2739521567C21569690 @default.
• W2739521567 hasConceptScore W2739521567C23123220 @default.
• W2739521567 hasConceptScore W2739521567C2780451532 @default.
• W2739521567 hasConceptScore W2739521567C41008148 @default.
• W2739521567 hasConceptScore W2739521567C42355184 @default.
• W2739521567 hasConceptScore W2739521567C557471498 @default.
• W2739521567 hasConceptScore W2739521567C62520636 @default.
• W2739521567 hasLocation W27395215671 @default.
• W2739521567 hasLocation W27395215672 @default.
• W2739521567 hasOpenAccess W2739521567 @default.
• W2739521567 hasPrimaryLocation W27395215671 @default.
• W2739521567 hasRelatedWork W1678284480 @default.
• W2739521567 hasRelatedWork W2351709194 @default.
• W2739521567 hasRelatedWork W2417394278 @default.
• W2739521567 hasRelatedWork W2616409981 @default.

• next