Matches in SemOpenAlex for { <https://semopenalex.org/work/W3089277725> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W3089277725 abstract "Predicting locational choices (i.e., where one chooses to sit) is a challenging task because preferences are highly heterogeneous and depend not only on the location of the seats in the environment but also on the location of others. In the present research, we propose RecSeats - a framework to predict locational choices. The framework augments individual-level discrete choice models with a convolutional neural network (CNN) which can capture higher order interactions between features of available seats. The framework is flexible and can accommodate complexity in real-world locational choice data such as variability in the number of tickets purchased and the number and locations from past purchases. Applied to both locational choice experiment data and to ticketing data from a large North-American concert hall, we show that augmenting individual-level discrete choice models with a CNN consistently provides strong predictive accuracy." @default.
- W3089277725 created "2020-10-01" @default.
- W3089277725 creator A5028394733 @default.
- W3089277725 creator A5038720756 @default.
- W3089277725 creator A5075322441 @default.
- W3089277725 date "2020-09-22" @default.
- W3089277725 modified "2023-10-03" @default.
- W3089277725 title "RecSeats: A Hybrid Convolutional Neural Network Choice Model for Seat Recommendations at Reserved Seating Venues" @default.
- W3089277725 cites W1745334888 @default.
- W3089277725 cites W1999590935 @default.
- W3089277725 cites W2029223998 @default.
- W3089277725 cites W2029807096 @default.
- W3089277725 cites W2083945910 @default.
- W3089277725 cites W2137344397 @default.
- W3089277725 cites W2143443954 @default.
- W3089277725 cites W2475334473 @default.
- W3089277725 cites W2587802550 @default.
- W3089277725 cites W2616943032 @default.
- W3089277725 cites W2743586218 @default.
- W3089277725 cites W2801190628 @default.
- W3089277725 cites W2889617671 @default.
- W3089277725 cites W3006958671 @default.
- W3089277725 cites W3022542317 @default.
- W3089277725 cites W4236309383 @default.
- W3089277725 doi "https://doi.org/10.1145/3383313.3412263" @default.
- W3089277725 hasPublicationYear "2020" @default.
- W3089277725 type Work @default.
- W3089277725 sameAs 3089277725 @default.
- W3089277725 citedByCount "3" @default.
- W3089277725 countsByYear W30892777252022 @default.
- W3089277725 countsByYear W30892777252023 @default.
- W3089277725 crossrefType "proceedings-article" @default.
- W3089277725 hasAuthorship W3089277725A5028394733 @default.
- W3089277725 hasAuthorship W3089277725A5038720756 @default.
- W3089277725 hasAuthorship W3089277725A5075322441 @default.
- W3089277725 hasConcept C10138342 @default.
- W3089277725 hasConcept C119857082 @default.
- W3089277725 hasConcept C127413603 @default.
- W3089277725 hasConcept C154945302 @default.
- W3089277725 hasConcept C162324750 @default.
- W3089277725 hasConcept C182306322 @default.
- W3089277725 hasConcept C190669063 @default.
- W3089277725 hasConcept C201995342 @default.
- W3089277725 hasConcept C2780451532 @default.
- W3089277725 hasConcept C41008148 @default.
- W3089277725 hasConcept C81363708 @default.
- W3089277725 hasConceptScore W3089277725C10138342 @default.
- W3089277725 hasConceptScore W3089277725C119857082 @default.
- W3089277725 hasConceptScore W3089277725C127413603 @default.
- W3089277725 hasConceptScore W3089277725C154945302 @default.
- W3089277725 hasConceptScore W3089277725C162324750 @default.
- W3089277725 hasConceptScore W3089277725C182306322 @default.
- W3089277725 hasConceptScore W3089277725C190669063 @default.
- W3089277725 hasConceptScore W3089277725C201995342 @default.
- W3089277725 hasConceptScore W3089277725C2780451532 @default.
- W3089277725 hasConceptScore W3089277725C41008148 @default.
- W3089277725 hasConceptScore W3089277725C81363708 @default.
- W3089277725 hasFunder F4320321487 @default.
- W3089277725 hasLocation W30892777251 @default.
- W3089277725 hasOpenAccess W3089277725 @default.
- W3089277725 hasPrimaryLocation W30892777251 @default.
- W3089277725 hasRelatedWork W2337926734 @default.
- W3089277725 hasRelatedWork W2963891724 @default.
- W3089277725 hasRelatedWork W2978290780 @default.
- W3089277725 hasRelatedWork W3027997911 @default.
- W3089277725 hasRelatedWork W4287776258 @default.
- W3089277725 hasRelatedWork W4308353688 @default.
- W3089277725 hasRelatedWork W4312501200 @default.
- W3089277725 hasRelatedWork W4313050734 @default.
- W3089277725 hasRelatedWork W4320802194 @default.
- W3089277725 hasRelatedWork W4366224123 @default.
- W3089277725 isParatext "false" @default.
- W3089277725 isRetracted "false" @default.
- W3089277725 magId "3089277725" @default.
- W3089277725 workType "article" @default.