FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383499657> ?p ?o ?g. }

• W4383499657 endingPage "14" @default.
• W4383499657 startingPage "1" @default.
• W4383499657 abstract "Dynamic heterogeneous networks describe the temporal evolution of interactions among nodes and edges of different types. While there is a rich literature on finding communities in dynamic networks, the application of these methods to dynamic heterogeneous networks can be inappropriate, due to the involvement of different types of nodes and edges and the need to treat them differently. In this article, we propose a statistical framework for detecting common communities in dynamic and heterogeneous networks. Under this framework, we develop a fast community detection method called DHNet that can efficiently estimate the community label as well as the number of communities. An attractive feature of DHNet is that it does not require the number of communities to be known a priori, a common assumption in community detection methods. While DHNet does not require any parametric assumptions on the underlying network model, we show that the identified label is consistent under a time-varying heterogeneous stochastic block model with a temporal correlation structure and edge sparsity. We further illustrate the utility of DHNet through simulations and an application to review data from Yelp, where DHNet shows improvements both in terms of accuracy and interpretability over alternative solutions. Supplementary materials for this article are available online." @default.
• W4383499657 created "2023-07-08" @default.
• W4383499657 creator A5020810072 @default.
• W4383499657 creator A5035877950 @default.
• W4383499657 creator A5081007883 @default.
• W4383499657 date "2023-09-05" @default.
• W4383499657 modified "2023-10-14" @default.
• W4383499657 title "Fast Community Detection in Dynamic and Heterogeneous Networks" @default.
• W4383499657 cites W2015953751 @default.
• W4383499657 cites W2047940964 @default.
• W4383499657 cites W2095012686 @default.
• W4383499657 cites W2095293504 @default.
• W4383499657 cites W2109726592 @default.
• W4383499657 cites W2111642621 @default.
• W4383499657 cites W2120043163 @default.
• W4383499657 cites W2127048411 @default.
• W4383499657 cites W2131681506 @default.
• W4383499657 cites W2131994307 @default.
• W4383499657 cites W2133580306 @default.
• W4383499657 cites W2134931490 @default.
• W4383499657 cites W2153624566 @default.
• W4383499657 cites W2159094788 @default.
• W4383499657 cites W2169015768 @default.
• W4383499657 cites W2322544799 @default.
• W4383499657 cites W2566723634 @default.
• W4383499657 cites W2574892661 @default.
• W4383499657 cites W2963369900 @default.
• W4383499657 cites W2974594200 @default.
• W4383499657 cites W2981913415 @default.
• W4383499657 cites W3024257429 @default.
• W4383499657 cites W3134942372 @default.
• W4383499657 cites W3152922902 @default.
• W4383499657 cites W3157780097 @default.
• W4383499657 cites W4385983745 @default.
• W4383499657 cites W638149299 @default.
• W4383499657 doi "https://doi.org/10.1080/10618600.2023.2232852" @default.
• W4383499657 hasPublicationYear "2023" @default.
• W4383499657 type Work @default.
• W4383499657 citedByCount "0" @default.
• W4383499657 crossrefType "journal-article" @default.
• W4383499657 hasAuthorship W4383499657A5020810072 @default.
• W4383499657 hasAuthorship W4383499657A5035877950 @default.
• W4383499657 hasAuthorship W4383499657A5081007883 @default.
• W4383499657 hasBestOaLocation W43834996571 @default.
• W4383499657 hasConcept C105795698 @default.
• W4383499657 hasConcept C108037233 @default.
• W4383499657 hasConcept C111472728 @default.
• W4383499657 hasConcept C117251300 @default.
• W4383499657 hasConcept C119857082 @default.
• W4383499657 hasConcept C124101348 @default.
• W4383499657 hasConcept C13540734 @default.
• W4383499657 hasConcept C138885662 @default.
• W4383499657 hasConcept C154945302 @default.
• W4383499657 hasConcept C158207573 @default.
• W4383499657 hasConcept C162307627 @default.
• W4383499657 hasConcept C197298091 @default.
• W4383499657 hasConcept C199360897 @default.
• W4383499657 hasConcept C2524010 @default.
• W4383499657 hasConcept C2776401178 @default.
• W4383499657 hasConcept C2777210771 @default.
• W4383499657 hasConcept C2779982251 @default.
• W4383499657 hasConcept C2781067378 @default.
• W4383499657 hasConcept C31258907 @default.
• W4383499657 hasConcept C33923547 @default.
• W4383499657 hasConcept C41008148 @default.
• W4383499657 hasConcept C41895202 @default.
• W4383499657 hasConcept C555944384 @default.
• W4383499657 hasConcept C73555534 @default.
• W4383499657 hasConcept C75553542 @default.
• W4383499657 hasConcept C76155785 @default.
• W4383499657 hasConcept C80444323 @default.
• W4383499657 hasConceptScore W4383499657C105795698 @default.
• W4383499657 hasConceptScore W4383499657C108037233 @default.
• W4383499657 hasConceptScore W4383499657C111472728 @default.
• W4383499657 hasConceptScore W4383499657C117251300 @default.
• W4383499657 hasConceptScore W4383499657C119857082 @default.
• W4383499657 hasConceptScore W4383499657C124101348 @default.
• W4383499657 hasConceptScore W4383499657C13540734 @default.
• W4383499657 hasConceptScore W4383499657C138885662 @default.
• W4383499657 hasConceptScore W4383499657C154945302 @default.
• W4383499657 hasConceptScore W4383499657C158207573 @default.
• W4383499657 hasConceptScore W4383499657C162307627 @default.
• W4383499657 hasConceptScore W4383499657C197298091 @default.
• W4383499657 hasConceptScore W4383499657C199360897 @default.
• W4383499657 hasConceptScore W4383499657C2524010 @default.
• W4383499657 hasConceptScore W4383499657C2776401178 @default.
• W4383499657 hasConceptScore W4383499657C2777210771 @default.
• W4383499657 hasConceptScore W4383499657C2779982251 @default.
• W4383499657 hasConceptScore W4383499657C2781067378 @default.
• W4383499657 hasConceptScore W4383499657C31258907 @default.
• W4383499657 hasConceptScore W4383499657C33923547 @default.
• W4383499657 hasConceptScore W4383499657C41008148 @default.
• W4383499657 hasConceptScore W4383499657C41895202 @default.
• W4383499657 hasConceptScore W4383499657C555944384 @default.
• W4383499657 hasConceptScore W4383499657C73555534 @default.
• W4383499657 hasConceptScore W4383499657C75553542 @default.
• W4383499657 hasConceptScore W4383499657C76155785 @default.
• W4383499657 hasConceptScore W4383499657C80444323 @default.

• next