FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2604822632> ?p ?o ?g. }

• W2604822632 abstract "We perform online interactive recommendation via a factorization-based bandit algorithm. Low-rank matrix completion is performed over an incrementally constructed user-item preference matrix, where an upper confidence bound based item selection strategy is developed to balance the exploit/explore trade-off during online learning. Observable contextual features and dependency among users (e.g., social influence) are leveraged to improve the algorithm's convergence rate and help conquer cold-start in recommendation. A high probability sublinear upper regret bound is proved for the developed algorithm, where considerable regret reduction is achieved on both user and item sides. Extensive experimentations on both simulations and large-scale real-world datasets confirmed the advantages of the proposed algorithm compared with several state-of-the-art factorization-based and bandit-based collaborative filtering methods." @default.
• W2604822632 created "2017-04-14" @default.
• W2604822632 creator A5062299183 @default.
• W2604822632 creator A5064042477 @default.
• W2604822632 creator A5086734100 @default.
• W2604822632 date "2017-02-13" @default.
• W2604822632 modified "2023-09-30" @default.
• W2604822632 title "Factorization Bandits for Interactive Recommendation" @default.
• W2604822632 cites W1994389483 @default.
• W2604822632 cites W2002834872 @default.
• W2604822632 cites W2014617517 @default.
• W2604822632 cites W2054141820 @default.
• W2604822632 cites W2054553473 @default.
• W2604822632 cites W2094286023 @default.
• W2604822632 cites W2112420033 @default.
• W2604822632 cites W2119738618 @default.
• W2604822632 cites W2119825970 @default.
• W2604822632 cites W2134332047 @default.
• W2604822632 cites W2138909795 @default.
• W2604822632 cites W2144487656 @default.
• W2604822632 cites W2158515176 @default.
• W2604822632 cites W2168405694 @default.
• W2604822632 cites W2182342230 @default.
• W2604822632 cites W2340290367 @default.
• W2604822632 cites W2611328865 @default.
• W2604822632 cites W2950978108 @default.
• W2604822632 cites W2951573205 @default.
• W2604822632 doi "https://doi.org/10.1609/aaai.v31i1.10936" @default.
• W2604822632 hasPublicationYear "2017" @default.
• W2604822632 type Work @default.
• W2604822632 sameAs 2604822632 @default.
• W2604822632 citedByCount "45" @default.
• W2604822632 countsByYear W26048226322017 @default.
• W2604822632 countsByYear W26048226322018 @default.
• W2604822632 countsByYear W26048226322019 @default.
• W2604822632 countsByYear W26048226322020 @default.
• W2604822632 countsByYear W26048226322021 @default.
• W2604822632 countsByYear W26048226322022 @default.
• W2604822632 countsByYear W26048226322023 @default.
• W2604822632 crossrefType "journal-article" @default.
• W2604822632 hasAuthorship W2604822632A5062299183 @default.
• W2604822632 hasAuthorship W2604822632A5064042477 @default.
• W2604822632 hasAuthorship W2604822632A5086734100 @default.
• W2604822632 hasBestOaLocation W26048226321 @default.
• W2604822632 hasConcept C11413529 @default.
• W2604822632 hasConcept C117160843 @default.
• W2604822632 hasConcept C119857082 @default.
• W2604822632 hasConcept C121332964 @default.
• W2604822632 hasConcept C134306372 @default.
• W2604822632 hasConcept C154945302 @default.
• W2604822632 hasConcept C158693339 @default.
• W2604822632 hasConcept C163716315 @default.
• W2604822632 hasConcept C165696696 @default.
• W2604822632 hasConcept C187834632 @default.
• W2604822632 hasConcept C19768560 @default.
• W2604822632 hasConcept C21569690 @default.
• W2604822632 hasConcept C2778459887 @default.
• W2604822632 hasConcept C33923547 @default.
• W2604822632 hasConcept C38652104 @default.
• W2604822632 hasConcept C41008148 @default.
• W2604822632 hasConcept C42355184 @default.
• W2604822632 hasConcept C50817715 @default.
• W2604822632 hasConcept C557471498 @default.
• W2604822632 hasConcept C62520636 @default.
• W2604822632 hasConcept C77553402 @default.
• W2604822632 hasConceptScore W2604822632C11413529 @default.
• W2604822632 hasConceptScore W2604822632C117160843 @default.
• W2604822632 hasConceptScore W2604822632C119857082 @default.
• W2604822632 hasConceptScore W2604822632C121332964 @default.
• W2604822632 hasConceptScore W2604822632C134306372 @default.
• W2604822632 hasConceptScore W2604822632C154945302 @default.
• W2604822632 hasConceptScore W2604822632C158693339 @default.
• W2604822632 hasConceptScore W2604822632C163716315 @default.
• W2604822632 hasConceptScore W2604822632C165696696 @default.
• W2604822632 hasConceptScore W2604822632C187834632 @default.
• W2604822632 hasConceptScore W2604822632C19768560 @default.
• W2604822632 hasConceptScore W2604822632C21569690 @default.
• W2604822632 hasConceptScore W2604822632C2778459887 @default.
• W2604822632 hasConceptScore W2604822632C33923547 @default.
• W2604822632 hasConceptScore W2604822632C38652104 @default.
• W2604822632 hasConceptScore W2604822632C41008148 @default.
• W2604822632 hasConceptScore W2604822632C42355184 @default.
• W2604822632 hasConceptScore W2604822632C50817715 @default.
• W2604822632 hasConceptScore W2604822632C557471498 @default.
• W2604822632 hasConceptScore W2604822632C62520636 @default.
• W2604822632 hasConceptScore W2604822632C77553402 @default.
• W2604822632 hasIssue "1" @default.
• W2604822632 hasLocation W26048226321 @default.
• W2604822632 hasOpenAccess W2604822632 @default.
• W2604822632 hasPrimaryLocation W26048226321 @default.
• W2604822632 hasRelatedWork W1678284480 @default.
• W2604822632 hasRelatedWork W1989587875 @default.
• W2604822632 hasRelatedWork W2108958003 @default.
• W2604822632 hasRelatedWork W2351709194 @default.
• W2604822632 hasRelatedWork W2604822632 @default.
• W2604822632 hasRelatedWork W2768160734 @default.
• W2604822632 hasRelatedWork W2904982586 @default.
• W2604822632 hasRelatedWork W3215387042 @default.
• W2604822632 hasRelatedWork W4206314707 @default.
• W2604822632 hasRelatedWork W4321440843 @default.

• next