{"id":"https://openalex.org/W2753142777","doi":"https://doi.org/10.1109/tvcg.2017.2744321","title":"Clique Community Persistence: A Topological Visual Analysis Approach for Complex Networks","display_name":"Clique Community Persistence: A Topological Visual Analysis Approach for Complex Networks","publication_year":2017,"publication_date":"2017-08-28","ids":{"openalex":"https://openalex.org/W2753142777","doi":"https://doi.org/10.1109/tvcg.2017.2744321","mag":"2753142777","pmid":"https://pubmed.ncbi.nlm.nih.gov/28866539"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2017.2744321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2017.2744321","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003031729","display_name":"Bastian Rieck","orcid":"https://orcid.org/0000-0003-4335-0302"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bastian Rieck","raw_affiliation_strings":["TU Kaiserslautern"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Kaiserslautern","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044587957","display_name":"Ulderico Fugacci","orcid":"https://orcid.org/0000-0003-3062-997X"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulderico Fugacci","raw_affiliation_strings":["TU Kaiserslautern"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Kaiserslautern","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024614585","display_name":"Jonas Lukasczyk","orcid":"https://orcid.org/0000-0001-6650-770X"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Lukasczyk","raw_affiliation_strings":["TU Kaiserslautern"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Kaiserslautern","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083438172","display_name":"Heike Leitte","orcid":"https://orcid.org/0000-0002-7112-2190"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I4387152675","display_name":"Rheinland-Pf\u00e4lzische Technische Universit\u00e4t Kaiserslautern-Landau","ror":"https://ror.org/01qrts582","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387152675"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heike Leitte","raw_affiliation_strings":["TU Kaiserslautern"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Kaiserslautern","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I4387152675"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0412,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.96031351,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"24","issue":"1","first_page":"822","last_page":"831"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/persistent-homology","display_name":"Persistent homology","score":0.8280459642410278},{"id":"https://openalex.org/keywords/clique","display_name":"Clique","score":0.7266832590103149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6769382357597351},{"id":"https://openalex.org/keywords/clique-percolation-method","display_name":"Clique percolation method","score":0.6293359994888306},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.5971424579620361},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.550378680229187},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5242213010787964},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.48651450872421265},{"id":"https://openalex.org/keywords/topological-data-analysis","display_name":"Topological data analysis","score":0.44318830966949463},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4330446720123291},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.41418343782424927},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3803441822528839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2613222599029541},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.229411780834198},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2210782766342163},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08724808692932129}],"concepts":[{"id":"https://openalex.org/C2874115","wikidata":"https://www.wikidata.org/wiki/Q17099562","display_name":"Persistent homology","level":2,"score":0.8280459642410278},{"id":"https://openalex.org/C2777035058","wikidata":"https://www.wikidata.org/wiki/Q1662634","display_name":"Clique","level":2,"score":0.7266832590103149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6769382357597351},{"id":"https://openalex.org/C128243737","wikidata":"https://www.wikidata.org/wiki/Q5134414","display_name":"Clique percolation method","level":3,"score":0.6293359994888306},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.5971424579620361},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.550378680229187},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5242213010787964},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.48651450872421265},{"id":"https://openalex.org/C2776477805","wikidata":"https://www.wikidata.org/wiki/Q4460773","display_name":"Topological data analysis","level":2,"score":0.44318830966949463},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4330446720123291},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.41418343782424927},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3803441822528839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2613222599029541},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.229411780834198},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2210782766342163},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08724808692932129},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2017.2744321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2017.2744321","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:28866539","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28866539","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1964405426","https://openalex.org/W1967760180","https://openalex.org/W1969913143","https://openalex.org/W1970267553","https://openalex.org/W1971788485","https://openalex.org/W1979273469","https://openalex.org/W1984156542","https://openalex.org/W1994471836","https://openalex.org/W1999653836","https://openalex.org/W2008413086","https://openalex.org/W2016126803","https://openalex.org/W2026940923","https://openalex.org/W2037613900","https://openalex.org/W2048376619","https://openalex.org/W2053905011","https://openalex.org/W2059556222","https://openalex.org/W2061901927","https://openalex.org/W2069780542","https://openalex.org/W2070207525","https://openalex.org/W2085369494","https://openalex.org/W2092124750","https://openalex.org/W2097835496","https://openalex.org/W2104706725","https://openalex.org/W2111781385","https://openalex.org/W2112947018","https://openalex.org/W2116007667","https://openalex.org/W2122101130","https://openalex.org/W2126424784","https://openalex.org/W2127048411","https://openalex.org/W2133495748","https://openalex.org/W2141490615","https://openalex.org/W2146659008","https://openalex.org/W2146693559","https://openalex.org/W2148606196","https://openalex.org/W2150063142","https://openalex.org/W2151249461","https://openalex.org/W2158453355","https://openalex.org/W2162724352","https://openalex.org/W2164928285","https://openalex.org/W2165533101","https://openalex.org/W2168489054","https://openalex.org/W2525205526","https://openalex.org/W2613848396","https://openalex.org/W2621632289","https://openalex.org/W3013843370","https://openalex.org/W3102641634","https://openalex.org/W3140579943","https://openalex.org/W3145128584","https://openalex.org/W3214535145","https://openalex.org/W4234937194","https://openalex.org/W4246219036","https://openalex.org/W6642020965","https://openalex.org/W6682215230"],"related_works":["https://openalex.org/W2157551912","https://openalex.org/W2033507223","https://openalex.org/W2083644305","https://openalex.org/W4287906499","https://openalex.org/W1983515019","https://openalex.org/W1555670207","https://openalex.org/W1850979810","https://openalex.org/W2602868133","https://openalex.org/W2753142777","https://openalex.org/W4224863604"],"abstract_inverted_index":{"Complex":[0],"networks":[1],"require":[2],"effective":[3],"tools":[4],"and":[5,10,49,65,86,128],"visualizations":[6],"for":[7,21,125],"their":[8,70],"analysis":[9],"comparison.":[11],"Clique":[12],"communities":[13,37,64,98,124],"have":[14],"been":[15],"recognized":[16],"as":[17],"a":[18,42,87],"powerful":[19],"concept":[20],"describing":[22],"cohesive":[23],"structures":[24],"in":[25],"networks.":[26],"We":[27,78,131],"propose":[28,105],"an":[29,106],"approach":[30,137],"that":[31,114],"extends":[32],"the":[33,51,93,96,101,120,133],"computation":[34],"of":[35,54,69,95,117,135],"clique":[36,63,97,129],"by":[38],"considering":[39],"persistent":[40],"homology,":[41],"topological":[43],"paradigm":[44],"originally":[45],"introduced":[46],"to":[47,61,66,73,82,100],"characterize":[48],"compare":[50],"global":[52],"structure":[53],"shapes.":[55],"Our":[56],"persistence-based":[57],"algorithm":[58],"is":[59,115],"able":[60],"detect":[62],"keep":[67],"track":[68],"evolution":[71],"according":[72],"different":[74,126],"edge":[75],"weight":[76],"thresholds.":[77],"use":[79],"this":[80],"information":[81],"define":[83],"comparison":[84],"metrics":[85],"new":[88],"centrality":[89],"measure,":[90],"both":[91],"reflecting":[92],"relevance":[94],"inherent":[99],"network.":[102],"Moreover,":[103],"we":[104],"interactive":[107],"visualization":[108],"tool":[109],"based":[110],"on":[111,138],"nested":[112],"graphs":[113],"capable":[116],"compactly":[118],"representing":[119],"evolving":[121],"relationships":[122],"between":[123],"thresholds":[127],"degrees.":[130],"demonstrate":[132],"effectiveness":[134],"our":[136],"various":[139],"network":[140],"types.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
