Matches in SemOpenAlex for { <https://semopenalex.org/work/W2243328796> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2243328796 endingPage "1129" @default.
- W2243328796 startingPage "1121" @default.
- W2243328796 abstract "We propose the problem of predicting a bundle of goods, where the goods considered is a set of spatial locations that an agent wishes to visit. This typically arises in the tourism setting where attractions can often be bundled and sold as a package to visitors. While the problem of predicting future locations given the current and past trajectories is well-established, we take a radical approach by looking at it from an economic point of view. We view an agent's past trajectories as revealed preference (RP) data, where the choice of locations is a solution to an optimisation problem according to some unknown utility function and subject to the prevailing prices and budget constraint. We approximate the prices and budget constraint as the time costs to finish visiting the chosen locations. We leverage on a recent line of work that has established algorithms to efficiently learn from RP data (i.e., recover the utility functions) and make predictions of future purchasing behaviours. We adopt and adapt those work to our original setting while incorporating techniques from spatiotemporal analysis. We experiment with real-world trajectory data collected from a theme park. Our predictions show improved accuracies in comparison with the baseline methods by at least 20, one of which comes from the spatiotemporal analysis domain." @default.
- W2243328796 created "2016-06-24" @default.
- W2243328796 creator A5015466370 @default.
- W2243328796 creator A5034643002 @default.
- W2243328796 creator A5055640195 @default.
- W2243328796 creator A5071782159 @default.
- W2243328796 date "2015-05-04" @default.
- W2243328796 modified "2023-09-27" @default.
- W2243328796 title "Predicting Bundles of Spatial Locations from Learning Revealed Preference Data" @default.
- W2243328796 cites W11480360 @default.
- W2243328796 cites W1588591676 @default.
- W2243328796 cites W1596197627 @default.
- W2243328796 cites W1596763386 @default.
- W2243328796 cites W1964461063 @default.
- W2243328796 cites W1965035964 @default.
- W2243328796 cites W1972243012 @default.
- W2243328796 cites W2011832962 @default.
- W2243328796 cites W2086699924 @default.
- W2243328796 cites W2088722350 @default.
- W2243328796 cites W2125838338 @default.
- W2243328796 cites W2154002592 @default.
- W2243328796 cites W2311070470 @default.
- W2243328796 cites W2328848660 @default.
- W2243328796 cites W3126011757 @default.
- W2243328796 doi "https://doi.org/10.5555/2772879.2773293" @default.
- W2243328796 hasPublicationYear "2015" @default.
- W2243328796 type Work @default.
- W2243328796 sameAs 2243328796 @default.
- W2243328796 citedByCount "4" @default.
- W2243328796 countsByYear W22433287962016 @default.
- W2243328796 countsByYear W22433287962019 @default.
- W2243328796 crossrefType "proceedings-article" @default.
- W2243328796 hasAuthorship W2243328796A5015466370 @default.
- W2243328796 hasAuthorship W2243328796A5034643002 @default.
- W2243328796 hasAuthorship W2243328796A5055640195 @default.
- W2243328796 hasAuthorship W2243328796A5071782159 @default.
- W2243328796 hasConcept C119857082 @default.
- W2243328796 hasConcept C121332964 @default.
- W2243328796 hasConcept C126255220 @default.
- W2243328796 hasConcept C1276947 @default.
- W2243328796 hasConcept C133425853 @default.
- W2243328796 hasConcept C13662910 @default.
- W2243328796 hasConcept C153083717 @default.
- W2243328796 hasConcept C154945302 @default.
- W2243328796 hasConcept C162324750 @default.
- W2243328796 hasConcept C21547014 @default.
- W2243328796 hasConcept C2524010 @default.
- W2243328796 hasConcept C2776036281 @default.
- W2243328796 hasConcept C2778813691 @default.
- W2243328796 hasConcept C33923547 @default.
- W2243328796 hasConcept C41008148 @default.
- W2243328796 hasConcept C42475967 @default.
- W2243328796 hasConcept C8505890 @default.
- W2243328796 hasConceptScore W2243328796C119857082 @default.
- W2243328796 hasConceptScore W2243328796C121332964 @default.
- W2243328796 hasConceptScore W2243328796C126255220 @default.
- W2243328796 hasConceptScore W2243328796C1276947 @default.
- W2243328796 hasConceptScore W2243328796C133425853 @default.
- W2243328796 hasConceptScore W2243328796C13662910 @default.
- W2243328796 hasConceptScore W2243328796C153083717 @default.
- W2243328796 hasConceptScore W2243328796C154945302 @default.
- W2243328796 hasConceptScore W2243328796C162324750 @default.
- W2243328796 hasConceptScore W2243328796C21547014 @default.
- W2243328796 hasConceptScore W2243328796C2524010 @default.
- W2243328796 hasConceptScore W2243328796C2776036281 @default.
- W2243328796 hasConceptScore W2243328796C2778813691 @default.
- W2243328796 hasConceptScore W2243328796C33923547 @default.
- W2243328796 hasConceptScore W2243328796C41008148 @default.
- W2243328796 hasConceptScore W2243328796C42475967 @default.
- W2243328796 hasConceptScore W2243328796C8505890 @default.
- W2243328796 hasLocation W22433287961 @default.
- W2243328796 hasOpenAccess W2243328796 @default.
- W2243328796 hasPrimaryLocation W22433287961 @default.
- W2243328796 hasRelatedWork W1152987886 @default.
- W2243328796 hasRelatedWork W1571642797 @default.
- W2243328796 hasRelatedWork W1592859723 @default.
- W2243328796 hasRelatedWork W180262407 @default.
- W2243328796 hasRelatedWork W1956694178 @default.
- W2243328796 hasRelatedWork W2063621532 @default.
- W2243328796 hasRelatedWork W2077302981 @default.
- W2243328796 hasRelatedWork W2103163378 @default.
- W2243328796 hasRelatedWork W2172014229 @default.
- W2243328796 hasRelatedWork W2339673415 @default.
- W2243328796 hasRelatedWork W2612308445 @default.
- W2243328796 hasRelatedWork W2926111109 @default.
- W2243328796 hasRelatedWork W2975021054 @default.
- W2243328796 hasRelatedWork W3089277725 @default.
- W2243328796 hasRelatedWork W602413984 @default.
- W2243328796 hasRelatedWork W621836099 @default.
- W2243328796 hasRelatedWork W623474804 @default.
- W2243328796 hasRelatedWork W640944534 @default.
- W2243328796 hasRelatedWork W641272372 @default.
- W2243328796 hasRelatedWork W87133649 @default.
- W2243328796 isParatext "false" @default.
- W2243328796 isRetracted "false" @default.
- W2243328796 magId "2243328796" @default.
- W2243328796 workType "article" @default.