FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308335893> ?p ?o ?g. }

• W4308335893 endingPage "1603" @default.
• W4308335893 startingPage "1603" @default.
• W4308335893 abstract "Users participate in multiple social networks for different services. User identity linkage aims to predict whether users across different social networks refer to the same person, and it has received significant attention for downstream tasks such as recommendation and user profiling. Recently, researchers proposed measuring the relevance of user-generated content to predict identity linkages of users. However, there are two challenging problems with existing content-based methods: first, barely considering the word similarities of texts is insufficient where the semantical correlations of named entities in the texts are ignored; second, most methods use time discretization technology, where the texts are divided into different time slices, resulting in failure of relevance modeling. To address these issues, we propose a user identity linkage model with the enhancement of a knowledge graph and continuous time decay functions that are designed for mitigating the influence of time discretization. Apart from modeling the correlations of the words, we extract the named entities in the texts and link them into the knowledge graph to capture the correlations of named entities. The semantics of texts are enhanced through the external knowledge of the named entities in the knowledge graph, and the similarity discrimination of the texts is also improved. Furthermore, we propose continuous time decay functions to capture the closeness of the posting time of texts instead of time discretization to avoid the matching error of texts. We conduct experiments on two real public datasets, and the experimental results show that the proposed method outperforms state-of-the-art methods." @default.
• W4308335893 created "2022-11-11" @default.
• W4308335893 creator A5005811535 @default.
• W4308335893 creator A5029998682 @default.
• W4308335893 creator A5036240291 @default.
• W4308335893 creator A5047897879 @default.
• W4308335893 creator A5048042083 @default.
• W4308335893 date "2022-11-04" @default.
• W4308335893 modified "2023-09-25" @default.
• W4308335893 title "User Identity Linkage across Social Networks with the Enhancement of Knowledge Graph and Time Decay Function" @default.
• W4308335893 cites W1496564895 @default.
• W4308335893 cites W1980680715 @default.
• W4308335893 cites W2055345291 @default.
• W4308335893 cites W2058036501 @default.
• W4308335893 cites W2075633077 @default.
• W4308335893 cites W2113839561 @default.
• W4308335893 cites W2134036914 @default.
• W4308335893 cites W2250539671 @default.
• W4308335893 cites W2296283641 @default.
• W4308335893 cites W2339803498 @default.
• W4308335893 cites W2374981910 @default.
• W4308335893 cites W2391555403 @default.
• W4308335893 cites W2415901874 @default.
• W4308335893 cites W2618530766 @default.
• W4308335893 cites W2794523102 @default.
• W4308335893 cites W2904205492 @default.
• W4308335893 cites W2912505106 @default.
• W4308335893 cites W2912891989 @default.
• W4308335893 cites W2914547623 @default.
• W4308335893 cites W2963184995 @default.
• W4308335893 cites W2963341956 @default.
• W4308335893 cites W3001370934 @default.
• W4308335893 cites W3005729977 @default.
• W4308335893 cites W3018698383 @default.
• W4308335893 cites W3037680440 @default.
• W4308335893 cites W3137657479 @default.
• W4308335893 cites W4205904950 @default.
• W4308335893 doi "https://doi.org/10.3390/e24111603" @default.
• W4308335893 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36359693" @default.
• W4308335893 hasPublicationYear "2022" @default.
• W4308335893 type Work @default.
• W4308335893 citedByCount "0" @default.
• W4308335893 crossrefType "journal-article" @default.
• W4308335893 hasAuthorship W4308335893A5005811535 @default.
• W4308335893 hasAuthorship W4308335893A5029998682 @default.
• W4308335893 hasAuthorship W4308335893A5036240291 @default.
• W4308335893 hasAuthorship W4308335893A5047897879 @default.
• W4308335893 hasAuthorship W4308335893A5048042083 @default.
• W4308335893 hasBestOaLocation W43083358931 @default.
• W4308335893 hasConcept C103278499 @default.
• W4308335893 hasConcept C105795698 @default.
• W4308335893 hasConcept C111919701 @default.
• W4308335893 hasConcept C115961682 @default.
• W4308335893 hasConcept C121332964 @default.
• W4308335893 hasConcept C130318100 @default.
• W4308335893 hasConcept C132525143 @default.
• W4308335893 hasConcept C134306372 @default.
• W4308335893 hasConcept C154945302 @default.
• W4308335893 hasConcept C158154518 @default.
• W4308335893 hasConcept C165064840 @default.
• W4308335893 hasConcept C17744445 @default.
• W4308335893 hasConcept C199539241 @default.
• W4308335893 hasConcept C23123220 @default.
• W4308335893 hasConcept C24890656 @default.
• W4308335893 hasConcept C2778355321 @default.
• W4308335893 hasConcept C2779545769 @default.
• W4308335893 hasConcept C2987255567 @default.
• W4308335893 hasConcept C33923547 @default.
• W4308335893 hasConcept C41008148 @default.
• W4308335893 hasConcept C67712803 @default.
• W4308335893 hasConcept C80444323 @default.
• W4308335893 hasConcept C89505385 @default.
• W4308335893 hasConceptScore W4308335893C103278499 @default.
• W4308335893 hasConceptScore W4308335893C105795698 @default.
• W4308335893 hasConceptScore W4308335893C111919701 @default.
• W4308335893 hasConceptScore W4308335893C115961682 @default.
• W4308335893 hasConceptScore W4308335893C121332964 @default.
• W4308335893 hasConceptScore W4308335893C130318100 @default.
• W4308335893 hasConceptScore W4308335893C132525143 @default.
• W4308335893 hasConceptScore W4308335893C134306372 @default.
• W4308335893 hasConceptScore W4308335893C154945302 @default.
• W4308335893 hasConceptScore W4308335893C158154518 @default.
• W4308335893 hasConceptScore W4308335893C165064840 @default.
• W4308335893 hasConceptScore W4308335893C17744445 @default.
• W4308335893 hasConceptScore W4308335893C199539241 @default.
• W4308335893 hasConceptScore W4308335893C23123220 @default.
• W4308335893 hasConceptScore W4308335893C24890656 @default.
• W4308335893 hasConceptScore W4308335893C2778355321 @default.
• W4308335893 hasConceptScore W4308335893C2779545769 @default.
• W4308335893 hasConceptScore W4308335893C2987255567 @default.
• W4308335893 hasConceptScore W4308335893C33923547 @default.
• W4308335893 hasConceptScore W4308335893C41008148 @default.
• W4308335893 hasConceptScore W4308335893C67712803 @default.
• W4308335893 hasConceptScore W4308335893C80444323 @default.
• W4308335893 hasConceptScore W4308335893C89505385 @default.
• W4308335893 hasIssue "11" @default.
• W4308335893 hasLocation W43083358931 @default.
• W4308335893 hasLocation W43083358932 @default.

• next