Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376877198> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4376877198 endingPage "21" @default.
- W4376877198 startingPage "1" @default.
- W4376877198 abstract "Mobile apps have become an indispensable part of people’s daily lives. Users determine what apps to use and when and where to use them based on their tastes, interests, and personal demands, depending on their personality traits. This article aims to infer user profiles from their spatiotemporal mobile app usage behavior. Specifically, we first transform mobile app usage records into a heterogeneous graph. On the graph, nodes represent users, apps, locations, and time slots. Edges describe the co-occurrence of entities in usage records. We then develop a multi-relational heterogeneous graph attention network (MRel-HGAN), an end-to-end system for user profiling. MRel-HGAN first adopts a neighbor sampling strategy based on bootstrapping to sample heavily connected neighbors of a fixed size for each node. Next, we design a relational graph convolutional operation and a multi-relational attention operation. Through such modules, MRel-HGAN can generate node embedding by sufficiently leveraging the rich semantic information of the multi-relational structure in the mobile app usage graph. Experimental results on real-world mobile app usage datasets show the effectiveness and superiority of our MRel-HGAN in the user profiling task for attributes of gender and age." @default.
- W4376877198 created "2023-05-18" @default.
- W4376877198 creator A5000530436 @default.
- W4376877198 creator A5026053703 @default.
- W4376877198 creator A5054443906 @default.
- W4376877198 creator A5071466474 @default.
- W4376877198 creator A5091965769 @default.
- W4376877198 date "2023-07-21" @default.
- W4376877198 modified "2023-09-30" @default.
- W4376877198 title "You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior" @default.
- W4376877198 cites W163418743 @default.
- W4376877198 cites W2004234600 @default.
- W4376877198 cites W2037417802 @default.
- W4376877198 cites W2053186076 @default.
- W4376877198 cites W2110363918 @default.
- W4376877198 cites W2147800946 @default.
- W4376877198 cites W2153207204 @default.
- W4376877198 cites W2422209597 @default.
- W4376877198 cites W2516874331 @default.
- W4376877198 cites W2519093331 @default.
- W4376877198 cites W2576937703 @default.
- W4376877198 cites W2743104969 @default.
- W4376877198 cites W2890930773 @default.
- W4376877198 cites W2911286998 @default.
- W4376877198 cites W2962756421 @default.
- W4376877198 cites W2962765410 @default.
- W4376877198 cites W2963791934 @default.
- W4376877198 cites W2971109861 @default.
- W4376877198 cites W3008381538 @default.
- W4376877198 cites W3042068230 @default.
- W4376877198 cites W3043210715 @default.
- W4376877198 cites W3092460422 @default.
- W4376877198 cites W3104097132 @default.
- W4376877198 doi "https://doi.org/10.1145/3597212" @default.
- W4376877198 hasPublicationYear "2023" @default.
- W4376877198 type Work @default.
- W4376877198 citedByCount "0" @default.
- W4376877198 crossrefType "journal-article" @default.
- W4376877198 hasAuthorship W4376877198A5000530436 @default.
- W4376877198 hasAuthorship W4376877198A5026053703 @default.
- W4376877198 hasAuthorship W4376877198A5054443906 @default.
- W4376877198 hasAuthorship W4376877198A5071466474 @default.
- W4376877198 hasAuthorship W4376877198A5091965769 @default.
- W4376877198 hasBestOaLocation W43768771981 @default.
- W4376877198 hasConcept C106159729 @default.
- W4376877198 hasConcept C107457646 @default.
- W4376877198 hasConcept C111919701 @default.
- W4376877198 hasConcept C124101348 @default.
- W4376877198 hasConcept C132525143 @default.
- W4376877198 hasConcept C136764020 @default.
- W4376877198 hasConcept C154945302 @default.
- W4376877198 hasConcept C162324750 @default.
- W4376877198 hasConcept C186967261 @default.
- W4376877198 hasConcept C187191949 @default.
- W4376877198 hasConcept C207609745 @default.
- W4376877198 hasConcept C23123220 @default.
- W4376877198 hasConcept C2988145974 @default.
- W4376877198 hasConcept C41008148 @default.
- W4376877198 hasConcept C41608201 @default.
- W4376877198 hasConcept C80444323 @default.
- W4376877198 hasConceptScore W4376877198C106159729 @default.
- W4376877198 hasConceptScore W4376877198C107457646 @default.
- W4376877198 hasConceptScore W4376877198C111919701 @default.
- W4376877198 hasConceptScore W4376877198C124101348 @default.
- W4376877198 hasConceptScore W4376877198C132525143 @default.
- W4376877198 hasConceptScore W4376877198C136764020 @default.
- W4376877198 hasConceptScore W4376877198C154945302 @default.
- W4376877198 hasConceptScore W4376877198C162324750 @default.
- W4376877198 hasConceptScore W4376877198C186967261 @default.
- W4376877198 hasConceptScore W4376877198C187191949 @default.
- W4376877198 hasConceptScore W4376877198C207609745 @default.
- W4376877198 hasConceptScore W4376877198C23123220 @default.
- W4376877198 hasConceptScore W4376877198C2988145974 @default.
- W4376877198 hasConceptScore W4376877198C41008148 @default.
- W4376877198 hasConceptScore W4376877198C41608201 @default.
- W4376877198 hasConceptScore W4376877198C80444323 @default.
- W4376877198 hasFunder F4320321001 @default.
- W4376877198 hasFunder F4320321108 @default.
- W4376877198 hasFunder F4320321543 @default.
- W4376877198 hasIssue "4" @default.
- W4376877198 hasLocation W43768771981 @default.
- W4376877198 hasOpenAccess W4376877198 @default.
- W4376877198 hasPrimaryLocation W43768771981 @default.
- W4376877198 hasRelatedWork W1580377927 @default.
- W4376877198 hasRelatedWork W1602935914 @default.
- W4376877198 hasRelatedWork W1947951812 @default.
- W4376877198 hasRelatedWork W2007743399 @default.
- W4376877198 hasRelatedWork W2186186735 @default.
- W4376877198 hasRelatedWork W2737325612 @default.
- W4376877198 hasRelatedWork W3087166054 @default.
- W4376877198 hasRelatedWork W3097865820 @default.
- W4376877198 hasRelatedWork W3118176606 @default.
- W4376877198 hasRelatedWork W487365807 @default.
- W4376877198 hasVolume "14" @default.
- W4376877198 isParatext "false" @default.
- W4376877198 isRetracted "false" @default.
- W4376877198 workType "article" @default.