FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2623846813> ?p ?o ?g. }

• W2623846813 endingPage "141" @default.
• W2623846813 startingPage "129" @default.
• W2623846813 abstract "Due to large volumes of data available online, techniques such as document classification and clustering are required for organization, analysis and management of data. Similarity-based Clustering (SBC) is used by many existing systems for filtering information. Decentralized gossip-based overlays offer a simple, robust and scalable solution to SBC clustering. Convergence and communication complexity are the two key areas of concern when SBC is implemented using these overlays. Convergence guarantees accurate clustering but costs bandwidth because these systems rely on message passing to achieve convergence. In this work, we address the long tail problem, experienced by low in-degree nodes in a long tailed similarity distribution, such as power-law distribution and propose a new SBC approach, Optimum Benefit Protocol (OBP), that converges more rapidly than existing approaches and reduces the long tail. The proposed protocol only sends messages that could benefit the receiver, reducing bandwidth to one fifth of the default. Our protocol obtains at least 90% convergence for a 900 node network, starting in a random configuration, in less than 10 cycles, for all observed experiments. We used real world distributions from Yahoo, Movielens, and Epinion datasets, for experimentation." @default.
• W2623846813 created "2017-06-15" @default.
• W2623846813 creator A5001613337 @default.
• W2623846813 creator A5021223380 @default.
• W2623846813 creator A5021381399 @default.
• W2623846813 date "2017-11-01" @default.
• W2623846813 modified "2023-10-14" @default.
• W2623846813 title "Optimum Benefit Protocol: A fast converging, bandwidth-efficient decentralized similarity overlay" @default.
• W2623846813 cites W1967533108 @default.
• W2623846813 cites W1979032146 @default.
• W2623846813 cites W2015195166 @default.
• W2623846813 cites W2029119963 @default.
• W2623846813 cites W2038501088 @default.
• W2623846813 cites W2055731505 @default.
• W2623846813 cites W2105599110 @default.
• W2623846813 cites W2114304925 @default.
• W2623846813 cites W2151107368 @default.
• W2623846813 cites W2154431182 @default.
• W2623846813 cites W2155113405 @default.
• W2623846813 cites W2157026280 @default.
• W2623846813 cites W2159449514 @default.
• W2623846813 cites W2311782389 @default.
• W2623846813 cites W2346406435 @default.
• W2623846813 cites W2405145980 @default.
• W2623846813 cites W2584897123 @default.
• W2623846813 cites W3035022862 @default.
• W2623846813 cites W343396495 @default.
• W2623846813 cites W659396025 @default.
• W2623846813 cites W87002066 @default.
• W2623846813 cites W2042726834 @default.
• W2623846813 doi "https://doi.org/10.1016/j.jpdc.2017.05.013" @default.
• W2623846813 hasPublicationYear "2017" @default.
• W2623846813 type Work @default.
• W2623846813 sameAs 2623846813 @default.
• W2623846813 citedByCount "3" @default.
• W2623846813 countsByYear W26238468132017 @default.
• W2623846813 countsByYear W26238468132018 @default.
• W2623846813 crossrefType "journal-article" @default.
• W2623846813 hasAuthorship W2623846813A5001613337 @default.
• W2623846813 hasAuthorship W2623846813A5021223380 @default.
• W2623846813 hasAuthorship W2623846813A5021381399 @default.
• W2623846813 hasConcept C119857082 @default.
• W2623846813 hasConcept C120314980 @default.
• W2623846813 hasConcept C124101348 @default.
• W2623846813 hasConcept C142724271 @default.
• W2623846813 hasConcept C145928361 @default.
• W2623846813 hasConcept C15744967 @default.
• W2623846813 hasConcept C162324750 @default.
• W2623846813 hasConcept C204787440 @default.
• W2623846813 hasConcept C21569690 @default.
• W2623846813 hasConcept C23123220 @default.
• W2623846813 hasConcept C2776156558 @default.
• W2623846813 hasConcept C2776257435 @default.
• W2623846813 hasConcept C2777303404 @default.
• W2623846813 hasConcept C2780385302 @default.
• W2623846813 hasConcept C31258907 @default.
• W2623846813 hasConcept C41008148 @default.
• W2623846813 hasConcept C48044578 @default.
• W2623846813 hasConcept C50522688 @default.
• W2623846813 hasConcept C557471498 @default.
• W2623846813 hasConcept C62989814 @default.
• W2623846813 hasConcept C71924100 @default.
• W2623846813 hasConcept C73555534 @default.
• W2623846813 hasConcept C77088390 @default.
• W2623846813 hasConcept C77805123 @default.
• W2623846813 hasConceptScore W2623846813C119857082 @default.
• W2623846813 hasConceptScore W2623846813C120314980 @default.
• W2623846813 hasConceptScore W2623846813C124101348 @default.
• W2623846813 hasConceptScore W2623846813C142724271 @default.
• W2623846813 hasConceptScore W2623846813C145928361 @default.
• W2623846813 hasConceptScore W2623846813C15744967 @default.
• W2623846813 hasConceptScore W2623846813C162324750 @default.
• W2623846813 hasConceptScore W2623846813C204787440 @default.
• W2623846813 hasConceptScore W2623846813C21569690 @default.
• W2623846813 hasConceptScore W2623846813C23123220 @default.
• W2623846813 hasConceptScore W2623846813C2776156558 @default.
• W2623846813 hasConceptScore W2623846813C2776257435 @default.
• W2623846813 hasConceptScore W2623846813C2777303404 @default.
• W2623846813 hasConceptScore W2623846813C2780385302 @default.
• W2623846813 hasConceptScore W2623846813C31258907 @default.
• W2623846813 hasConceptScore W2623846813C41008148 @default.
• W2623846813 hasConceptScore W2623846813C48044578 @default.
• W2623846813 hasConceptScore W2623846813C50522688 @default.
• W2623846813 hasConceptScore W2623846813C557471498 @default.
• W2623846813 hasConceptScore W2623846813C62989814 @default.
• W2623846813 hasConceptScore W2623846813C71924100 @default.
• W2623846813 hasConceptScore W2623846813C73555534 @default.
• W2623846813 hasConceptScore W2623846813C77088390 @default.
• W2623846813 hasConceptScore W2623846813C77805123 @default.
• W2623846813 hasLocation W26238468131 @default.
• W2623846813 hasOpenAccess W2623846813 @default.
• W2623846813 hasPrimaryLocation W26238468131 @default.
• W2623846813 hasRelatedWork W1494469755 @default.
• W2623846813 hasRelatedWork W1526489197 @default.
• W2623846813 hasRelatedWork W1580295853 @default.
• W2623846813 hasRelatedWork W18904321 @default.
• W2623846813 hasRelatedWork W1987059243 @default.
• W2623846813 hasRelatedWork W2034963017 @default.

• next