FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2307668848> ?p ?o ?g. }

• W2307668848 endingPage "57" @default.
• W2307668848 startingPage "37" @default.
• W2307668848 abstract "Community detection is a fundamental problem for many networks, and there have been a lot of methods proposed to discover communities. However, due to the rapid increase of the scale and diversity of networks, the modular organization at the global level in many large networks is often extremely difficult to recognize. In these cases, many existing methods fail to discover the latent community structure, because they follow a paradigm of discovering communities from a global view of networks. In this paper, we propose a weighted local view method based on an interesting observation on ground-truth communities, with the aim of revealing community structure in large real networks. This is achieved by the following steps: 1) a set of nodes which can well represent their neighboring nodes are chosen by local seeding strategies; 2) each chosen node explores the community in its local view to the whole network, using an improved approximate personalized PageRank-based community finder which is based on an interesting observation on large real networks with ground-truth communities; 3) all explored local communities are merged to form the global community structure. We evaluate the weighted local view method against the state-of-the-art community detection methods on large real networks with ground-truth communities. Experiments show that the proposed method can not only improve the detected communities, but can also scale to very large networks with good computational efficiency compared with other methods, which indicates that the weighted local view method has great potential for overlapping community detection in large networks." @default.
• W2307668848 created "2016-06-24" @default.
• W2307668848 creator A5014196059 @default.
• W2307668848 creator A5014822993 @default.
• W2307668848 creator A5041391822 @default.
• W2307668848 date "2016-08-01" @default.
• W2307668848 modified "2023-09-27" @default.
• W2307668848 title "A weighted local view method based on observation over ground truth for community detection" @default.
• W2307668848 cites W1566772816 @default.
• W2307668848 cites W1965077427 @default.
• W2307668848 cites W1970301364 @default.
• W2307668848 cites W1976286767 @default.
• W2307668848 cites W1988759338 @default.
• W2307668848 cites W1992923616 @default.
• W2307668848 cites W1995996823 @default.
• W2307668848 cites W1999593525 @default.
• W2307668848 cites W2022704179 @default.
• W2307668848 cites W2033193852 @default.
• W2307668848 cites W2040956707 @default.
• W2307668848 cites W2042206122 @default.
• W2307668848 cites W2047940964 @default.
• W2307668848 cites W2055032349 @default.
• W2307668848 cites W2063280781 @default.
• W2307668848 cites W2095072199 @default.
• W2307668848 cites W2095293504 @default.
• W2307668848 cites W2103887734 @default.
• W2307668848 cites W2110620844 @default.
• W2307668848 cites W2118608338 @default.
• W2307668848 cites W2127048411 @default.
• W2307668848 cites W2131681506 @default.
• W2307668848 cites W2132202037 @default.
• W2307668848 cites W2950627632 @default.
• W2307668848 cites W3099226437 @default.
• W2307668848 cites W3103362336 @default.
• W2307668848 cites W3103973800 @default.
• W2307668848 cites W3123041312 @default.
• W2307668848 cites W4292081303 @default.
• W2307668848 doi "https://doi.org/10.1016/j.ins.2016.03.028" @default.
• W2307668848 hasPublicationYear "2016" @default.
• W2307668848 type Work @default.
• W2307668848 sameAs 2307668848 @default.
• W2307668848 citedByCount "17" @default.
• W2307668848 countsByYear W23076688482016 @default.
• W2307668848 countsByYear W23076688482017 @default.
• W2307668848 countsByYear W23076688482018 @default.
• W2307668848 countsByYear W23076688482019 @default.
• W2307668848 countsByYear W23076688482022 @default.
• W2307668848 countsByYear W23076688482023 @default.
• W2307668848 crossrefType "journal-article" @default.
• W2307668848 hasAuthorship W2307668848A5014196059 @default.
• W2307668848 hasAuthorship W2307668848A5014822993 @default.
• W2307668848 hasAuthorship W2307668848A5041391822 @default.
• W2307668848 hasConcept C101468663 @default.
• W2307668848 hasConcept C111919701 @default.
• W2307668848 hasConcept C114614502 @default.
• W2307668848 hasConcept C119857082 @default.
• W2307668848 hasConcept C124101348 @default.
• W2307668848 hasConcept C127413603 @default.
• W2307668848 hasConcept C133079900 @default.
• W2307668848 hasConcept C136764020 @default.
• W2307668848 hasConcept C146849305 @default.
• W2307668848 hasConcept C154945302 @default.
• W2307668848 hasConcept C177264268 @default.
• W2307668848 hasConcept C18903297 @default.
• W2307668848 hasConcept C199360897 @default.
• W2307668848 hasConcept C205649164 @default.
• W2307668848 hasConcept C2778755073 @default.
• W2307668848 hasConcept C2779172887 @default.
• W2307668848 hasConcept C2779455803 @default.
• W2307668848 hasConcept C33923547 @default.
• W2307668848 hasConcept C34947359 @default.
• W2307668848 hasConcept C41008148 @default.
• W2307668848 hasConcept C58640448 @default.
• W2307668848 hasConcept C62611344 @default.
• W2307668848 hasConcept C66938386 @default.
• W2307668848 hasConcept C80444323 @default.
• W2307668848 hasConcept C86803240 @default.
• W2307668848 hasConceptScore W2307668848C101468663 @default.
• W2307668848 hasConceptScore W2307668848C111919701 @default.
• W2307668848 hasConceptScore W2307668848C114614502 @default.
• W2307668848 hasConceptScore W2307668848C119857082 @default.
• W2307668848 hasConceptScore W2307668848C124101348 @default.
• W2307668848 hasConceptScore W2307668848C127413603 @default.
• W2307668848 hasConceptScore W2307668848C133079900 @default.
• W2307668848 hasConceptScore W2307668848C136764020 @default.
• W2307668848 hasConceptScore W2307668848C146849305 @default.
• W2307668848 hasConceptScore W2307668848C154945302 @default.
• W2307668848 hasConceptScore W2307668848C177264268 @default.
• W2307668848 hasConceptScore W2307668848C18903297 @default.
• W2307668848 hasConceptScore W2307668848C199360897 @default.
• W2307668848 hasConceptScore W2307668848C205649164 @default.
• W2307668848 hasConceptScore W2307668848C2778755073 @default.
• W2307668848 hasConceptScore W2307668848C2779172887 @default.
• W2307668848 hasConceptScore W2307668848C2779455803 @default.
• W2307668848 hasConceptScore W2307668848C33923547 @default.
• W2307668848 hasConceptScore W2307668848C34947359 @default.
• W2307668848 hasConceptScore W2307668848C41008148 @default.
• W2307668848 hasConceptScore W2307668848C58640448 @default.

• next