Matches in SemOpenAlex for { <https://semopenalex.org/work/W2073601450> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2073601450 abstract "Given the large number of installed apps and the limited screen size of mobile devices, it is often tedious for users to search for the app they want to use. Although some mobile OSs provide categorization schemes that enhance the visibility of useful apps among those installed, the emerging category of homescreen apps aims to take one step further by automatically organizing the installed apps in a more intelligent and personalized way. In this paper, we study how to improve homescreen apps' usage experience through a prediction mechanism that allows to show to users which app she is going to use in the immediate future. The prediction technique is based on a set of features representing the real-time spatiotemporal contexts sensed by the homescreen app. We model the prediction of the next app as a classification problem and propose an effective personalized method to solve it that takes full advantage of human-engineered features and automatically derived features. Furthermore, we study how to solve the two naturally associated cold-start problems: app cold-start and user cold-start. We conduct large-scale experiments on log data obtained from Yahoo Aviate, showing that our approach can accurately predict the next app that a person is going to use." @default.
- W2073601450 created "2016-06-24" @default.
- W2073601450 creator A5020831057 @default.
- W2073601450 creator A5022370899 @default.
- W2073601450 creator A5044165871 @default.
- W2073601450 creator A5067318478 @default.
- W2073601450 date "2015-02-02" @default.
- W2073601450 modified "2023-09-30" @default.
- W2073601450 title "Predicting The Next App That You Are Going To Use" @default.
- W2073601450 cites W1817561967 @default.
- W2073601450 cites W1979112807 @default.
- W2073601450 cites W2012724135 @default.
- W2073601450 cites W2022657818 @default.
- W2073601450 cites W2023637508 @default.
- W2073601450 cites W2032654855 @default.
- W2073601450 cites W2036839989 @default.
- W2073601450 cites W2054306083 @default.
- W2073601450 cites W2072183241 @default.
- W2073601450 cites W2102346651 @default.
- W2073601450 cites W2108685212 @default.
- W2073601450 cites W2133253683 @default.
- W2073601450 doi "https://doi.org/10.1145/2684822.2685302" @default.
- W2073601450 hasPublicationYear "2015" @default.
- W2073601450 type Work @default.
- W2073601450 sameAs 2073601450 @default.
- W2073601450 citedByCount "126" @default.
- W2073601450 countsByYear W20736014502015 @default.
- W2073601450 countsByYear W20736014502016 @default.
- W2073601450 countsByYear W20736014502017 @default.
- W2073601450 countsByYear W20736014502018 @default.
- W2073601450 countsByYear W20736014502019 @default.
- W2073601450 countsByYear W20736014502020 @default.
- W2073601450 countsByYear W20736014502021 @default.
- W2073601450 countsByYear W20736014502022 @default.
- W2073601450 countsByYear W20736014502023 @default.
- W2073601450 crossrefType "proceedings-article" @default.
- W2073601450 hasAuthorship W2073601450A5020831057 @default.
- W2073601450 hasAuthorship W2073601450A5022370899 @default.
- W2073601450 hasAuthorship W2073601450A5044165871 @default.
- W2073601450 hasAuthorship W2073601450A5067318478 @default.
- W2073601450 hasConcept C119857082 @default.
- W2073601450 hasConcept C120665830 @default.
- W2073601450 hasConcept C121332964 @default.
- W2073601450 hasConcept C123403432 @default.
- W2073601450 hasConcept C124101348 @default.
- W2073601450 hasConcept C127413603 @default.
- W2073601450 hasConcept C136764020 @default.
- W2073601450 hasConcept C146978453 @default.
- W2073601450 hasConcept C154945302 @default.
- W2073601450 hasConcept C177264268 @default.
- W2073601450 hasConcept C186967261 @default.
- W2073601450 hasConcept C199360897 @default.
- W2073601450 hasConcept C2522767166 @default.
- W2073601450 hasConcept C2778956030 @default.
- W2073601450 hasConcept C2779794324 @default.
- W2073601450 hasConcept C2988145974 @default.
- W2073601450 hasConcept C3017619522 @default.
- W2073601450 hasConcept C41008148 @default.
- W2073601450 hasConcept C94124525 @default.
- W2073601450 hasConceptScore W2073601450C119857082 @default.
- W2073601450 hasConceptScore W2073601450C120665830 @default.
- W2073601450 hasConceptScore W2073601450C121332964 @default.
- W2073601450 hasConceptScore W2073601450C123403432 @default.
- W2073601450 hasConceptScore W2073601450C124101348 @default.
- W2073601450 hasConceptScore W2073601450C127413603 @default.
- W2073601450 hasConceptScore W2073601450C136764020 @default.
- W2073601450 hasConceptScore W2073601450C146978453 @default.
- W2073601450 hasConceptScore W2073601450C154945302 @default.
- W2073601450 hasConceptScore W2073601450C177264268 @default.
- W2073601450 hasConceptScore W2073601450C186967261 @default.
- W2073601450 hasConceptScore W2073601450C199360897 @default.
- W2073601450 hasConceptScore W2073601450C2522767166 @default.
- W2073601450 hasConceptScore W2073601450C2778956030 @default.
- W2073601450 hasConceptScore W2073601450C2779794324 @default.
- W2073601450 hasConceptScore W2073601450C2988145974 @default.
- W2073601450 hasConceptScore W2073601450C3017619522 @default.
- W2073601450 hasConceptScore W2073601450C41008148 @default.
- W2073601450 hasConceptScore W2073601450C94124525 @default.
- W2073601450 hasLocation W20736014501 @default.
- W2073601450 hasOpenAccess W2073601450 @default.
- W2073601450 hasPrimaryLocation W20736014501 @default.
- W2073601450 hasRelatedWork W184881239 @default.
- W2073601450 hasRelatedWork W197438817 @default.
- W2073601450 hasRelatedWork W2037452270 @default.
- W2073601450 hasRelatedWork W2341215452 @default.
- W2073601450 hasRelatedWork W2741784227 @default.
- W2073601450 hasRelatedWork W2890710341 @default.
- W2073601450 hasRelatedWork W2938393566 @default.
- W2073601450 hasRelatedWork W3022586851 @default.
- W2073601450 hasRelatedWork W3142571737 @default.
- W2073601450 hasRelatedWork W785354139 @default.
- W2073601450 isParatext "false" @default.
- W2073601450 isRetracted "false" @default.
- W2073601450 magId "2073601450" @default.
- W2073601450 workType "article" @default.