Matches in SemOpenAlex for { <https://semopenalex.org/work/W4229035800> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W4229035800 abstract "With the increasing popularity of social networks and online communities, group recommendation systems arise in order to support users to interact with those having similar interests, and to provide recommendations for joint activities, such as eating out as a group or seeing a movie with friends. However, the techniques and approaches to provide recommendations to groups are limited, as most of the available studies focus on individual recommendations. In this study, we address the problem of recommending venues to a group of users by employing Random Walk with Restart (RWR) algorithm to generate recommendations based on the current location of group members, experts and trusted users visiting the same venues. We propose a new approach by including the trust factor of users in location-based social networks (LBSNs). The first one aggregates the location recommendations that are generated with the Random Walk algorithm for each member in the group, taking the preferences and objectivity scores of the individuals into account. The second one is based on creating a group profile by blending preferences and venue category types, and using this group profile to run the Random Walk algorithm once. Comprehensive experiments have been performed on different group sizes, and including trust factor of users. The analysis is conducted on the data collected from the location based social network platform Foursquare. The experiments have shown that the trust factor of users improves the performance of group recommendation system and the proposed algorithm provides recommendations to groups with high accuracy compared to the baselines." @default.
- W4229035800 created "2022-05-08" @default.
- W4229035800 creator A5009080845 @default.
- W4229035800 creator A5046020736 @default.
- W4229035800 date "2022-04-25" @default.
- W4229035800 modified "2023-10-16" @default.
- W4229035800 title "Group oriented trust-aware location recommendation for location-based social networks" @default.
- W4229035800 cites W1486562431 @default.
- W4229035800 cites W1527499847 @default.
- W4229035800 cites W1566121166 @default.
- W4229035800 cites W1971173868 @default.
- W4229035800 cites W1991455977 @default.
- W4229035800 cites W1993798795 @default.
- W4229035800 cites W2004416365 @default.
- W4229035800 cites W2009686152 @default.
- W4229035800 cites W2050939028 @default.
- W4229035800 cites W2062122332 @default.
- W4229035800 cites W2281001451 @default.
- W4229035800 cites W2299130925 @default.
- W4229035800 cites W2735269983 @default.
- W4229035800 cites W2757911910 @default.
- W4229035800 cites W2908460489 @default.
- W4229035800 cites W2951217911 @default.
- W4229035800 cites W2972591038 @default.
- W4229035800 cites W3118392102 @default.
- W4229035800 cites W3197427816 @default.
- W4229035800 cites W4243551787 @default.
- W4229035800 cites W866925903 @default.
- W4229035800 doi "https://doi.org/10.1145/3477314.3507154" @default.
- W4229035800 hasPublicationYear "2022" @default.
- W4229035800 type Work @default.
- W4229035800 citedByCount "0" @default.
- W4229035800 crossrefType "proceedings-article" @default.
- W4229035800 hasAuthorship W4229035800A5009080845 @default.
- W4229035800 hasAuthorship W4229035800A5046020736 @default.
- W4229035800 hasBestOaLocation W42290358001 @default.
- W4229035800 hasConcept C10138342 @default.
- W4229035800 hasConcept C105795698 @default.
- W4229035800 hasConcept C108827166 @default.
- W4229035800 hasConcept C121194460 @default.
- W4229035800 hasConcept C124101348 @default.
- W4229035800 hasConcept C136764020 @default.
- W4229035800 hasConcept C144024400 @default.
- W4229035800 hasConcept C144133560 @default.
- W4229035800 hasConcept C15744967 @default.
- W4229035800 hasConcept C182306322 @default.
- W4229035800 hasConcept C23123220 @default.
- W4229035800 hasConcept C2522767166 @default.
- W4229035800 hasConcept C2780586970 @default.
- W4229035800 hasConcept C2985797017 @default.
- W4229035800 hasConcept C33923547 @default.
- W4229035800 hasConcept C36289849 @default.
- W4229035800 hasConcept C41008148 @default.
- W4229035800 hasConcept C4727928 @default.
- W4229035800 hasConcept C518677369 @default.
- W4229035800 hasConcept C557471498 @default.
- W4229035800 hasConcept C68062652 @default.
- W4229035800 hasConcept C77805123 @default.
- W4229035800 hasConceptScore W4229035800C10138342 @default.
- W4229035800 hasConceptScore W4229035800C105795698 @default.
- W4229035800 hasConceptScore W4229035800C108827166 @default.
- W4229035800 hasConceptScore W4229035800C121194460 @default.
- W4229035800 hasConceptScore W4229035800C124101348 @default.
- W4229035800 hasConceptScore W4229035800C136764020 @default.
- W4229035800 hasConceptScore W4229035800C144024400 @default.
- W4229035800 hasConceptScore W4229035800C144133560 @default.
- W4229035800 hasConceptScore W4229035800C15744967 @default.
- W4229035800 hasConceptScore W4229035800C182306322 @default.
- W4229035800 hasConceptScore W4229035800C23123220 @default.
- W4229035800 hasConceptScore W4229035800C2522767166 @default.
- W4229035800 hasConceptScore W4229035800C2780586970 @default.
- W4229035800 hasConceptScore W4229035800C2985797017 @default.
- W4229035800 hasConceptScore W4229035800C33923547 @default.
- W4229035800 hasConceptScore W4229035800C36289849 @default.
- W4229035800 hasConceptScore W4229035800C41008148 @default.
- W4229035800 hasConceptScore W4229035800C4727928 @default.
- W4229035800 hasConceptScore W4229035800C518677369 @default.
- W4229035800 hasConceptScore W4229035800C557471498 @default.
- W4229035800 hasConceptScore W4229035800C68062652 @default.
- W4229035800 hasConceptScore W4229035800C77805123 @default.
- W4229035800 hasLocation W42290358001 @default.
- W4229035800 hasOpenAccess W4229035800 @default.
- W4229035800 hasPrimaryLocation W42290358001 @default.
- W4229035800 hasRelatedWork W1984193657 @default.
- W4229035800 hasRelatedWork W207939270 @default.
- W4229035800 hasRelatedWork W2133515697 @default.
- W4229035800 hasRelatedWork W2611873958 @default.
- W4229035800 hasRelatedWork W2738801030 @default.
- W4229035800 hasRelatedWork W2748952813 @default.
- W4229035800 hasRelatedWork W2770734873 @default.
- W4229035800 hasRelatedWork W2886418259 @default.
- W4229035800 hasRelatedWork W4318001524 @default.
- W4229035800 hasRelatedWork W831709678 @default.
- W4229035800 isParatext "false" @default.
- W4229035800 isRetracted "false" @default.
- W4229035800 workType "article" @default.