Matches in SemOpenAlex for { <https://semopenalex.org/work/W2117515178> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2117515178 abstract "While on the go, people are using their phones as a personal concierge discovering what is around and deciding what to do. Mobile phone has become a recommendation terminal customized for individuals. While existing research predominantly focuses on one-step recommendation---recommending the next single activity according to current context, this work moves one step beyond by recommending a series of activities, which is a package of sequential Points of Interest (POIs). The recommended POIs are not only relevant to user context (i.e., current location, time, and check-in), but also personalized to his/her check-in history. We presents a probabilistic approach, which is highly motivated from a large-scale commercial mobile check-in data analysis, to ranking a list of sequential POI categories (e.g., Japanese food and bar) and POIs (e.g., I love sushi). The approach enables users to plan consecutive activities on the move. Specifically, the probabilistic recommendation approach estimates the transition probability from one POI to another, conditioned on current context and check-in history in a Markov chain. To alleviate the discritization error and sparsity problem, we further introduce context collaboration and integrate prior information. Experiments on over 100k real-world check-in records and 20k POIs validate the effectiveness of the proposed approach." @default.
- W2117515178 created "2016-06-24" @default.
- W2117515178 creator A5002454695 @default.
- W2117515178 creator A5011253128 @default.
- W2117515178 creator A5017597537 @default.
- W2117515178 creator A5022636178 @default.
- W2117515178 creator A5023834030 @default.
- W2117515178 date "2012-11-06" @default.
- W2117515178 modified "2023-09-27" @default.
- W2117515178 title "Probabilistic sequential POIs recommendation via check-in data" @default.
- W2117515178 cites W2023641631 @default.
- W2117515178 cites W2040367556 @default.
- W2117515178 cites W2075699820 @default.
- W2117515178 cites W2118020653 @default.
- W2117515178 cites W2142857396 @default.
- W2117515178 doi "https://doi.org/10.1145/2424321.2424375" @default.
- W2117515178 hasPublicationYear "2012" @default.
- W2117515178 type Work @default.
- W2117515178 sameAs 2117515178 @default.
- W2117515178 citedByCount "48" @default.
- W2117515178 countsByYear W21175151782013 @default.
- W2117515178 countsByYear W21175151782014 @default.
- W2117515178 countsByYear W21175151782015 @default.
- W2117515178 countsByYear W21175151782016 @default.
- W2117515178 countsByYear W21175151782017 @default.
- W2117515178 countsByYear W21175151782018 @default.
- W2117515178 countsByYear W21175151782019 @default.
- W2117515178 countsByYear W21175151782020 @default.
- W2117515178 countsByYear W21175151782021 @default.
- W2117515178 countsByYear W21175151782022 @default.
- W2117515178 countsByYear W21175151782023 @default.
- W2117515178 crossrefType "proceedings-article" @default.
- W2117515178 hasAuthorship W2117515178A5002454695 @default.
- W2117515178 hasAuthorship W2117515178A5011253128 @default.
- W2117515178 hasAuthorship W2117515178A5017597537 @default.
- W2117515178 hasAuthorship W2117515178A5022636178 @default.
- W2117515178 hasAuthorship W2117515178A5023834030 @default.
- W2117515178 hasConcept C119857082 @default.
- W2117515178 hasConcept C121332964 @default.
- W2117515178 hasConcept C124101348 @default.
- W2117515178 hasConcept C138885662 @default.
- W2117515178 hasConcept C150140777 @default.
- W2117515178 hasConcept C151730666 @default.
- W2117515178 hasConcept C153294291 @default.
- W2117515178 hasConcept C154945302 @default.
- W2117515178 hasConcept C171686336 @default.
- W2117515178 hasConcept C189430467 @default.
- W2117515178 hasConcept C23123220 @default.
- W2117515178 hasConcept C2776004034 @default.
- W2117515178 hasConcept C2777421447 @default.
- W2117515178 hasConcept C2778707766 @default.
- W2117515178 hasConcept C2779343474 @default.
- W2117515178 hasConcept C41008148 @default.
- W2117515178 hasConcept C41895202 @default.
- W2117515178 hasConcept C49937458 @default.
- W2117515178 hasConcept C557471498 @default.
- W2117515178 hasConcept C76155785 @default.
- W2117515178 hasConcept C86803240 @default.
- W2117515178 hasConcept C98763669 @default.
- W2117515178 hasConceptScore W2117515178C119857082 @default.
- W2117515178 hasConceptScore W2117515178C121332964 @default.
- W2117515178 hasConceptScore W2117515178C124101348 @default.
- W2117515178 hasConceptScore W2117515178C138885662 @default.
- W2117515178 hasConceptScore W2117515178C150140777 @default.
- W2117515178 hasConceptScore W2117515178C151730666 @default.
- W2117515178 hasConceptScore W2117515178C153294291 @default.
- W2117515178 hasConceptScore W2117515178C154945302 @default.
- W2117515178 hasConceptScore W2117515178C171686336 @default.
- W2117515178 hasConceptScore W2117515178C189430467 @default.
- W2117515178 hasConceptScore W2117515178C23123220 @default.
- W2117515178 hasConceptScore W2117515178C2776004034 @default.
- W2117515178 hasConceptScore W2117515178C2777421447 @default.
- W2117515178 hasConceptScore W2117515178C2778707766 @default.
- W2117515178 hasConceptScore W2117515178C2779343474 @default.
- W2117515178 hasConceptScore W2117515178C41008148 @default.
- W2117515178 hasConceptScore W2117515178C41895202 @default.
- W2117515178 hasConceptScore W2117515178C49937458 @default.
- W2117515178 hasConceptScore W2117515178C557471498 @default.
- W2117515178 hasConceptScore W2117515178C76155785 @default.
- W2117515178 hasConceptScore W2117515178C86803240 @default.
- W2117515178 hasConceptScore W2117515178C98763669 @default.
- W2117515178 hasFunder F4320321001 @default.
- W2117515178 hasLocation W21175151781 @default.
- W2117515178 hasOpenAccess W2117515178 @default.
- W2117515178 hasPrimaryLocation W21175151781 @default.
- W2117515178 hasRelatedWork W130381036 @default.
- W2117515178 hasRelatedWork W2013394905 @default.
- W2117515178 hasRelatedWork W2089586275 @default.
- W2117515178 hasRelatedWork W2103153231 @default.
- W2117515178 hasRelatedWork W2163901716 @default.
- W2117515178 hasRelatedWork W2370554703 @default.
- W2117515178 hasRelatedWork W2509442180 @default.
- W2117515178 hasRelatedWork W2600865495 @default.
- W2117515178 hasRelatedWork W3088559275 @default.
- W2117515178 hasRelatedWork W7602594 @default.
- W2117515178 isParatext "false" @default.
- W2117515178 isRetracted "false" @default.
- W2117515178 magId "2117515178" @default.
- W2117515178 workType "article" @default.