Matches in SemOpenAlex for { <https://semopenalex.org/work/W2037547805> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2037547805 endingPage "750" @default.
- W2037547805 startingPage "733" @default.
- W2037547805 abstract "Over the last few years, the social media site Flickr has gained massive popularity. Besides traditional operations on photo sharing, Flickr also offers millions of groups for users to join in order to share photos with others, and the number of groups still increases daily. Choosing among so many options is challenging for users. As such, helping users easily find their desirable groups has become increasingly important. In this paper, we provide a systematic experimental evaluation of several collaborative filtering algorithms to recommend groups for Flickr users. In particular, we design and compare seven Flickr group recommendation models: three memory-based models and four model-based models. Our results suggest that model-based approaches are beneficial compared with memory-based approaches in terms of top- krecommendation metric. Models with tags perform well for sparse data, whereas models without tags are more suitable for dense data. Furthermore, incorporating tags in the recommendation algorithms leads to an improvement of precision on the top 2% performance." @default.
- W2037547805 created "2016-06-24" @default.
- W2037547805 creator A5019092879 @default.
- W2037547805 creator A5024206808 @default.
- W2037547805 creator A5026251507 @default.
- W2037547805 creator A5056721090 @default.
- W2037547805 date "2010-11-05" @default.
- W2037547805 modified "2023-09-26" @default.
- W2037547805 title "Which photo groups should I choose? A comparative study of recommendation algorithms in Flickr" @default.
- W2037547805 cites W1902027874 @default.
- W2037547805 cites W1971040550 @default.
- W2037547805 cites W1993032259 @default.
- W2037547805 cites W1996283866 @default.
- W2037547805 cites W2000215628 @default.
- W2037547805 cites W2102775690 @default.
- W2037547805 cites W2103362153 @default.
- W2037547805 cites W2103467726 @default.
- W2037547805 cites W2142144955 @default.
- W2037547805 cites W2147131251 @default.
- W2037547805 cites W2160118270 @default.
- W2037547805 cites W2171960770 @default.
- W2037547805 cites W2341865734 @default.
- W2037547805 cites W2490308495 @default.
- W2037547805 cites W2596629674 @default.
- W2037547805 doi "https://doi.org/10.1177/0165551510386164" @default.
- W2037547805 hasPublicationYear "2010" @default.
- W2037547805 type Work @default.
- W2037547805 sameAs 2037547805 @default.
- W2037547805 citedByCount "52" @default.
- W2037547805 countsByYear W20375478052012 @default.
- W2037547805 countsByYear W20375478052013 @default.
- W2037547805 countsByYear W20375478052014 @default.
- W2037547805 countsByYear W20375478052015 @default.
- W2037547805 countsByYear W20375478052016 @default.
- W2037547805 countsByYear W20375478052017 @default.
- W2037547805 countsByYear W20375478052018 @default.
- W2037547805 countsByYear W20375478052019 @default.
- W2037547805 countsByYear W20375478052020 @default.
- W2037547805 countsByYear W20375478052021 @default.
- W2037547805 countsByYear W20375478052022 @default.
- W2037547805 countsByYear W20375478052023 @default.
- W2037547805 crossrefType "journal-article" @default.
- W2037547805 hasAuthorship W2037547805A5019092879 @default.
- W2037547805 hasAuthorship W2037547805A5024206808 @default.
- W2037547805 hasAuthorship W2037547805A5026251507 @default.
- W2037547805 hasAuthorship W2037547805A5056721090 @default.
- W2037547805 hasConcept C11413529 @default.
- W2037547805 hasConcept C136764020 @default.
- W2037547805 hasConcept C15744967 @default.
- W2037547805 hasConcept C162324750 @default.
- W2037547805 hasConcept C176217482 @default.
- W2037547805 hasConcept C21547014 @default.
- W2037547805 hasConcept C21569690 @default.
- W2037547805 hasConcept C23123220 @default.
- W2037547805 hasConcept C2780586970 @default.
- W2037547805 hasConcept C41008148 @default.
- W2037547805 hasConcept C518677369 @default.
- W2037547805 hasConcept C557471498 @default.
- W2037547805 hasConcept C77805123 @default.
- W2037547805 hasConceptScore W2037547805C11413529 @default.
- W2037547805 hasConceptScore W2037547805C136764020 @default.
- W2037547805 hasConceptScore W2037547805C15744967 @default.
- W2037547805 hasConceptScore W2037547805C162324750 @default.
- W2037547805 hasConceptScore W2037547805C176217482 @default.
- W2037547805 hasConceptScore W2037547805C21547014 @default.
- W2037547805 hasConceptScore W2037547805C21569690 @default.
- W2037547805 hasConceptScore W2037547805C23123220 @default.
- W2037547805 hasConceptScore W2037547805C2780586970 @default.
- W2037547805 hasConceptScore W2037547805C41008148 @default.
- W2037547805 hasConceptScore W2037547805C518677369 @default.
- W2037547805 hasConceptScore W2037547805C557471498 @default.
- W2037547805 hasConceptScore W2037547805C77805123 @default.
- W2037547805 hasIssue "6" @default.
- W2037547805 hasLocation W20375478051 @default.
- W2037547805 hasOpenAccess W2037547805 @default.
- W2037547805 hasPrimaryLocation W20375478051 @default.
- W2037547805 hasRelatedWork W1773619406 @default.
- W2037547805 hasRelatedWork W1922162868 @default.
- W2037547805 hasRelatedWork W2348159088 @default.
- W2037547805 hasRelatedWork W2402445420 @default.
- W2037547805 hasRelatedWork W2748952813 @default.
- W2037547805 hasRelatedWork W3004927845 @default.
- W2037547805 hasRelatedWork W4221158829 @default.
- W2037547805 hasRelatedWork W4224438270 @default.
- W2037547805 hasRelatedWork W4285173959 @default.
- W2037547805 hasRelatedWork W2008156638 @default.
- W2037547805 hasVolume "36" @default.
- W2037547805 isParatext "false" @default.
- W2037547805 isRetracted "false" @default.
- W2037547805 magId "2037547805" @default.
- W2037547805 workType "article" @default.