Verfügbarkeit: Link Prediction in Social Networks

Link Prediction in Social Networks: Role of Power Law Distribution

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Bibliographische Detailangaben
Hauptverfasser:	Srinivas, Virinchi (VerfasserIn), Mitra, Pabitra (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham Springer International Publishing 2016
Schriftenreihe:	SpringerBriefs in Computer Science
Schlagworte:	Computer science Computer communication systems Data mining Computer Science Data Mining and Knowledge Discovery Computer Communication Networks Informatik Soziales Netzwerk Computerunterstützte Kommunikation Rechnernetz Data Mining Potenzialanalyse Wissensextraktion
Online-Zugang:	DE-634 DE-Aug4 DE-573 DE-M347 DE-92 DE-898 DE-859 DE-861 DE-523 DE-473 DE-19 DE-355 DE-703 DE-20 DE-29 DE-739 Volltext Abstract Inhaltsverzeichnis
Beschreibung:	1 Online-Ressource (IX, 67 p. 5 illus. in color)
ISBN:	9783319289229
ISSN:	2191-5768
DOI:	10.1007/978-3-319-28922-9

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Datensatz im Suchindex

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adam_text	LINK PREDICTION IN SOCIAL NETWORKS / SRINIVAS, VIRINCHI : 2016 ABSTRACT / INHALTSTEXT THIS WORK PRESENTS LINK PREDICTION SIMILARITY MEASURES FOR SOCIAL NETWORKS THAT EXPLOIT THE DEGREE DISTRIBUTION OF THE NETWORKS. IN THE CONTEXT OF LINK PREDICTION IN DENSE NETWORKS, THE TEXT PROPOSES SIMILARITY MEASURES BASED ON MARKOV INEQUALITY DEGREE THRESHOLDING (MIDTS), WHICH ONLY CONSIDER NODES WHOSE DEGREE IS ABOVE A THRESHOLD FOR A POSSIBLE LINK. ALSO PRESENTED ARE SIMILARITY MEASURES BASED ON CLIQUES (CNC, AAC, RAC), WHICH ASSIGN EXTRA WEIGHT BETWEEN NODES SHARING A GREATER NUMBER OF CLIQUES. ADDITIONALLY, A LOCALLY ADAPTIVE (LA) SIMILARITY MEASURE IS PROPOSED THAT ASSIGNS DIFFERENT WEIGHTS TO COMMON NODES BASED ON THE DEGREE DISTRIBUTION OF THE LOCAL NEIGHBORHOOD AND THE DEGREE DISTRIBUTION OF THE NETWORK. IN THE CONTEXT OF LINK PREDICTION IN DENSE NETWORKS, THE TEXT INTRODUCES A NOVEL TWO-PHASE FRAMEWORK THAT ADDS EDGES TO THE SPARSE GRAPH TO FORMA BOOST GRAPH DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. LINK PREDICTION IN SOCIAL NETWORKS / SRINIVAS, VIRINCHI : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION LINK PREDICTION USING DEGREE THRESHOLDING LOCALLY ADAPTIVE LINK PREDICTION TWO PHASE FRAMEWORK FOR LINK PREDICTION APPLICATIONS OF LINK PREDICTION CONCLUSION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
any_adam_object	1
author	Srinivas, Virinchi Mitra, Pabitra
author_facet	Srinivas, Virinchi Mitra, Pabitra
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illustrated	Not Illustrated
indexdate	2024-12-05T17:00:40Z
institution	BVB
isbn	9783319289229
issn	2191-5768
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028826279
oclc_num	936855860
open_access_boolean
owner	DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-739 DE-634 DE-92 DE-861 DE-523 DE-355 DE-BY-UBR
owner_facet	DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-739 DE-634 DE-92 DE-861 DE-523 DE-355 DE-BY-UBR
physical	1 Online-Ressource (IX, 67 p. 5 illus. in color)
psigel	ZDB-2-SCS ZDB-2-SCS_2016
publishDate	2016
publishDateSearch	2016
publishDateSort	2016
publisher	Springer International Publishing
record_format	marc
series2	SpringerBriefs in Computer Science
spelling	Srinivas, Virinchi Verfasser aut Link Prediction in Social Networks Role of Power Law Distribution by Virinchi Srinivas, Pabitra Mitra Cham Springer International Publishing 2016 1 Online-Ressource (IX, 67 p. 5 illus. in color) txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in Computer Science 2191-5768 Computer science Computer communication systems Data mining Computer Science Data Mining and Knowledge Discovery Computer Communication Networks Informatik Soziales Netzwerk (DE-588)4055762-5 gnd rswk-swf Computerunterstützte Kommunikation (DE-588)4535905-2 gnd rswk-swf Rechnernetz (DE-588)4070085-9 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Potenzialanalyse (DE-588)4229979-2 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Rechnernetz (DE-588)4070085-9 s Computerunterstützte Kommunikation (DE-588)4535905-2 s Informatik (DE-588)4026894-9 s Data Mining (DE-588)4428654-5 s Wissensextraktion (DE-588)4546354-2 s Soziales Netzwerk (DE-588)4055762-5 s Potenzialanalyse (DE-588)4229979-2 s DE-604 Mitra, Pabitra Verfasser aut Erscheint auch als Druckausgabe 978-3-319-28921-2 https://doi.org/10.1007/978-3-319-28922-9 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826279&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Abstract Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826279&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Srinivas, Virinchi Mitra, Pabitra Link Prediction in Social Networks Role of Power Law Distribution Computer science Computer communication systems Data mining Computer Science Data Mining and Knowledge Discovery Computer Communication Networks Informatik Soziales Netzwerk (DE-588)4055762-5 gnd Computerunterstützte Kommunikation (DE-588)4535905-2 gnd Rechnernetz (DE-588)4070085-9 gnd Data Mining (DE-588)4428654-5 gnd Potenzialanalyse (DE-588)4229979-2 gnd Informatik (DE-588)4026894-9 gnd Wissensextraktion (DE-588)4546354-2 gnd
subject_GND	(DE-588)4055762-5 (DE-588)4535905-2 (DE-588)4070085-9 (DE-588)4428654-5 (DE-588)4229979-2 (DE-588)4026894-9 (DE-588)4546354-2
title	Link Prediction in Social Networks Role of Power Law Distribution
title_auth	Link Prediction in Social Networks Role of Power Law Distribution
title_exact_search	Link Prediction in Social Networks Role of Power Law Distribution
title_full	Link Prediction in Social Networks Role of Power Law Distribution by Virinchi Srinivas, Pabitra Mitra
title_fullStr	Link Prediction in Social Networks Role of Power Law Distribution by Virinchi Srinivas, Pabitra Mitra
title_full_unstemmed	Link Prediction in Social Networks Role of Power Law Distribution by Virinchi Srinivas, Pabitra Mitra
title_short	Link Prediction in Social Networks
title_sort	link prediction in social networks role of power law distribution
title_sub	Role of Power Law Distribution
topic	Computer science Computer communication systems Data mining Computer Science Data Mining and Knowledge Discovery Computer Communication Networks Informatik Soziales Netzwerk (DE-588)4055762-5 gnd Computerunterstützte Kommunikation (DE-588)4535905-2 gnd Rechnernetz (DE-588)4070085-9 gnd Data Mining (DE-588)4428654-5 gnd Potenzialanalyse (DE-588)4229979-2 gnd Informatik (DE-588)4026894-9 gnd Wissensextraktion (DE-588)4546354-2 gnd
topic_facet	Computer science Computer communication systems Data mining Computer Science Data Mining and Knowledge Discovery Computer Communication Networks Informatik Soziales Netzwerk Computerunterstützte Kommunikation Rechnernetz Data Mining Potenzialanalyse Wissensextraktion
url	https://doi.org/10.1007/978-3-319-28922-9 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826279&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028826279&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT srinivasvirinchi linkpredictioninsocialnetworksroleofpowerlawdistribution AT mitrapabitra linkpredictioninsocialnetworksroleofpowerlawdistribution

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