FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891857106> ?p ?o ?g. }

• W2891857106 endingPage "556" @default.
• W2891857106 startingPage "551" @default.
• W2891857106 abstract "A churn is defined as the loss of a user in an online social network (OSN). Detecting and analyzing user churn at an early stage helps to provide timely delivery of retention solutions (e.g., interventions, customized services, and better user interfaces) that are useful for preventing users from churning. In this paper we develop a prediction model based on a clustering scheme to analyze the potential churn of users. In the experiment, we test our approach on a real-name OSN which contains data from 77, 448 users. A set of 24 attributes is extracted from the data. A decision tree classifier is used to predict churn and non-churn users of the future month. In addition, k-means algorithm is employed to cluster the actual churn users into different groups with different online social networking behaviors. Results show that the churn and non-churn prediction accuracies of ∼65% and ∼77% are achieved respectively. Furthermore, the actual churn users are grouped into Ave clusters with distinguished OSN activities and some suggestions of retaining these users are provided." @default.
• W2891857106 created "2018-09-27" @default.
• W2891857106 creator A5001977152 @default.
• W2891857106 creator A5004073314 @default.
• W2891857106 creator A5005639972 @default.
• W2891857106 creator A5021512708 @default.
• W2891857106 creator A5037150494 @default.
• W2891857106 creator A5037458498 @default.
• W2891857106 creator A5091029894 @default.
• W2891857106 date "2012-03-16" @default.
• W2891857106 modified "2023-09-26" @default.
• W2891857106 title "Churn analysis of online social network users using data mining techniques" @default.
• W2891857106 cites W1575541126 @default.
• W2891857106 cites W1985749074 @default.
• W2891857106 cites W2006907251 @default.
• W2891857106 cites W2061798849 @default.
• W2891857106 cites W2096451472 @default.
• W2891857106 cites W2106103812 @default.
• W2891857106 cites W2116648071 @default.
• W2891857106 cites W2127218421 @default.
• W2891857106 cites W2138600229 @default.
• W2891857106 cites W2138906630 @default.
• W2891857106 cites W2149706766 @default.
• W2891857106 cites W2152575748 @default.
• W2891857106 cites W2161634631 @default.
• W2891857106 cites W3169372665 @default.
• W2891857106 hasPublicationYear "2012" @default.
• W2891857106 type Work @default.
• W2891857106 sameAs 2891857106 @default.
• W2891857106 citedByCount "5" @default.
• W2891857106 countsByYear W28918571062014 @default.
• W2891857106 countsByYear W28918571062015 @default.
• W2891857106 countsByYear W28918571062016 @default.
• W2891857106 countsByYear W28918571062020 @default.
• W2891857106 crossrefType "proceedings-article" @default.
• W2891857106 hasAuthorship W2891857106A5001977152 @default.
• W2891857106 hasAuthorship W2891857106A5004073314 @default.
• W2891857106 hasAuthorship W2891857106A5005639972 @default.
• W2891857106 hasAuthorship W2891857106A5021512708 @default.
• W2891857106 hasAuthorship W2891857106A5037150494 @default.
• W2891857106 hasAuthorship W2891857106A5037458498 @default.
• W2891857106 hasAuthorship W2891857106A5091029894 @default.
• W2891857106 hasConcept C119857082 @default.
• W2891857106 hasConcept C124101348 @default.
• W2891857106 hasConcept C134306372 @default.
• W2891857106 hasConcept C136764020 @default.
• W2891857106 hasConcept C145236788 @default.
• W2891857106 hasConcept C154945302 @default.
• W2891857106 hasConcept C161664118 @default.
• W2891857106 hasConcept C162324750 @default.
• W2891857106 hasConcept C169258074 @default.
• W2891857106 hasConcept C177264268 @default.
• W2891857106 hasConcept C199360897 @default.
• W2891857106 hasConcept C33923547 @default.
• W2891857106 hasConcept C41008148 @default.
• W2891857106 hasConcept C4727928 @default.
• W2891857106 hasConcept C518677369 @default.
• W2891857106 hasConcept C73555534 @default.
• W2891857106 hasConcept C77618280 @default.
• W2891857106 hasConcept C84525736 @default.
• W2891857106 hasConcept C95623464 @default.
• W2891857106 hasConceptScore W2891857106C119857082 @default.
• W2891857106 hasConceptScore W2891857106C124101348 @default.
• W2891857106 hasConceptScore W2891857106C134306372 @default.
• W2891857106 hasConceptScore W2891857106C136764020 @default.
• W2891857106 hasConceptScore W2891857106C145236788 @default.
• W2891857106 hasConceptScore W2891857106C154945302 @default.
• W2891857106 hasConceptScore W2891857106C161664118 @default.
• W2891857106 hasConceptScore W2891857106C162324750 @default.
• W2891857106 hasConceptScore W2891857106C169258074 @default.
• W2891857106 hasConceptScore W2891857106C177264268 @default.
• W2891857106 hasConceptScore W2891857106C199360897 @default.
• W2891857106 hasConceptScore W2891857106C33923547 @default.
• W2891857106 hasConceptScore W2891857106C41008148 @default.
• W2891857106 hasConceptScore W2891857106C4727928 @default.
• W2891857106 hasConceptScore W2891857106C518677369 @default.
• W2891857106 hasConceptScore W2891857106C73555534 @default.
• W2891857106 hasConceptScore W2891857106C77618280 @default.
• W2891857106 hasConceptScore W2891857106C84525736 @default.
• W2891857106 hasConceptScore W2891857106C95623464 @default.
• W2891857106 hasOpenAccess W2891857106 @default.
• W2891857106 hasRelatedWork W1207938236 @default.
• W2891857106 hasRelatedWork W1603666199 @default.
• W2891857106 hasRelatedWork W1907519437 @default.
• W2891857106 hasRelatedWork W1970737037 @default.
• W2891857106 hasRelatedWork W2279153541 @default.
• W2891857106 hasRelatedWork W2290071532 @default.
• W2891857106 hasRelatedWork W2536420199 @default.
• W2891857106 hasRelatedWork W2567111477 @default.
• W2891857106 hasRelatedWork W2750317709 @default.
• W2891857106 hasRelatedWork W2802720945 @default.
• W2891857106 hasRelatedWork W2809496930 @default.
• W2891857106 hasRelatedWork W2901437121 @default.
• W2891857106 hasRelatedWork W2907229382 @default.
• W2891857106 hasRelatedWork W2972813868 @default.
• W2891857106 hasRelatedWork W2989153386 @default.
• W2891857106 hasRelatedWork W3087791572 @default.
• W2891857106 hasRelatedWork W3095438863 @default.

• next