{"id":"https://openalex.org/W2045052284","doi":"https://doi.org/10.1109/rcis.2014.6861033","title":"On the use of intrinsic time scale for dynamic community detection and visualization in social networks","display_name":"On the use of intrinsic time scale for dynamic community detection and visualization in social networks","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2045052284","doi":"https://doi.org/10.1109/rcis.2014.6861033","mag":"2045052284"},"language":"en","primary_location":{"id":"doi:10.1109/rcis.2014.6861033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2014.6861033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01208505","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088341313","display_name":"Alice Albano","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210148025","display_name":"Institut National des Sciences de l'Univers","ror":"https://ror.org/04kdfz702","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210148025"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alice Albano","raw_affiliation_strings":["Institut national des sciences de l'univers, Paris, \u00c3\u017dle-de-France, FR","LIP6, UPMC Univ. Paris 06, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut national des sciences de l'univers, Paris, \u00c3\u017dle-de-France, FR","institution_ids":["https://openalex.org/I4210148025"]},{"raw_affiliation_string":"LIP6, UPMC Univ. Paris 06, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046943453","display_name":"Jean\u2010Loup Guillaume","orcid":"https://orcid.org/0000-0002-4615-1563"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Loup Guillaume","raw_affiliation_strings":["Laboratoire d'informatique de Paris 6, Paris, \u00c3\u017dle-de-France, FR","LIP6, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'informatique de Paris 6, Paris, \u00c3\u017dle-de-France, FR","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731"]},{"raw_affiliation_string":"LIP6, Paris, France","institution_ids":["https://openalex.org/I4210159731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108223840","display_name":"B\u00e9n\u00e9dicte Le Grand","orcid":null},"institutions":[{"id":"https://openalex.org/I51101395","display_name":"Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne","ror":"https://ror.org/002t25c44","country_code":"FR","type":"education","lineage":["https://openalex.org/I51101395"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benedicte Le Grand","raw_affiliation_strings":["Universite Paris 1 Pantheon-Sorbonne, Paris, \u00c3\u017dle-de-France, FR","CRI, University Paris 1 - Panth\u00e9on Sorbonne, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Paris 1 Pantheon-Sorbonne, Paris, \u00c3\u017dle-de-France, FR","institution_ids":["https://openalex.org/I51101395"]},{"raw_affiliation_string":"CRI, University Paris 1 - Panth\u00e9on Sorbonne, Paris, France","institution_ids":["https://openalex.org/I51101395"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4507,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83397914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"876","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9988999962806702,"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":0.9902999997138977,"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/computer-science","display_name":"Computer science","score":0.7256113886833191},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7108657360076904},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.537365734577179},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.516084611415863},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49313944578170776},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.48277178406715393},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45908892154693604},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4380735158920288},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.43182307481765747},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42875584959983826},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4252590537071228},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3577515482902527},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.22989147901535034},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16774150729179382},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13808828592300415},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09233725070953369}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7256113886833191},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7108657360076904},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.537365734577179},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.516084611415863},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49313944578170776},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.48277178406715393},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45908892154693604},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4380735158920288},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.43182307481765747},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42875584959983826},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4252590537071228},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3577515482902527},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.22989147901535034},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16774150729179382},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13808828592300415},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09233725070953369},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/rcis.2014.6861033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2014.6861033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01208505v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01208505","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"8th IEEE International Conference on Research Challenges in Information Science (RCIS 2014), May 2014, Marrakech, Morocco. pp.1-11, ⟨10.1109/RCIS.2014.6861033⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01208505v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01208505","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"8th IEEE International Conference on Research Challenges in Information Science (RCIS 2014), May 2014, Marrakech, Morocco. pp.1-11, ⟨10.1109/RCIS.2014.6861033⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W80400749","https://openalex.org/W97594948","https://openalex.org/W101600303","https://openalex.org/W171450560","https://openalex.org/W183430139","https://openalex.org/W1504324583","https://openalex.org/W1537255035","https://openalex.org/W1548019092","https://openalex.org/W1563263751","https://openalex.org/W1608295474","https://openalex.org/W1617309848","https://openalex.org/W1629774830","https://openalex.org/W1778020744","https://openalex.org/W1965027877","https://openalex.org/W1971272745","https://openalex.org/W1980435364","https://openalex.org/W1985796418","https://openalex.org/W2038577998","https://openalex.org/W2056766416","https://openalex.org/W2074617510","https://openalex.org/W2077352255","https://openalex.org/W2122278421","https://openalex.org/W2129043771","https://openalex.org/W2131681506","https://openalex.org/W2145977038","https://openalex.org/W2153843773","https://openalex.org/W2170337404","https://openalex.org/W2269846677","https://openalex.org/W2293546752","https://openalex.org/W2294202498","https://openalex.org/W2529557537","https://openalex.org/W2945914100","https://openalex.org/W3023873594","https://openalex.org/W3099768174","https://openalex.org/W6603256208","https://openalex.org/W6604038842","https://openalex.org/W6632815981","https://openalex.org/W6636910633","https://openalex.org/W6669509235","https://openalex.org/W6669977911","https://openalex.org/W6696955532"],"related_works":["https://openalex.org/W2034220069","https://openalex.org/W3103433038","https://openalex.org/W2006852656","https://openalex.org/W11097679","https://openalex.org/W2948079051","https://openalex.org/W2133614729","https://openalex.org/W2980465164","https://openalex.org/W2803128880","https://openalex.org/W1964834700","https://openalex.org/W2379180037"],"abstract_inverted_index":{"The":[0],"analysis":[1],"of":[2,13,28,42,78,84,128,133,137],"social":[3,125],"networks":[4],"is":[5,73],"a":[6,54,63,124],"challenging":[7],"research":[8],"area,":[9],"in":[10,82],"particular":[11],"because":[12],"their":[14,29],"dynamic":[15],"features.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20,34],"study":[21],"such":[22,59],"evolving":[23],"graphs":[24],"through":[25],"the":[26,40,76,79,97,116,131,134,138],"evolution":[27],"community":[30],"structure.":[31],"More":[32],"specifically,":[33],"build":[35],"on":[36,123],"existing":[37],"approaches":[38],"for":[39],"identification":[41],"stable":[43,60],"communities":[44],"over":[45],"time.":[46,69],"This":[47,70],"paper":[48],"presents":[49],"two":[50],"contributions.We":[51],"first":[52],"propose":[53],"new":[55],"way":[56],"to":[57,75],"compute":[58],"communities,":[61],"using":[62],"different":[64],"time":[65,72,94,109],"scale,":[66],"called":[67],"intrinsic":[68,71,106],"related":[74],"dynamics":[77],"graph":[80],"(e.g.,":[81],"terms":[83],"link":[85],"appearance":[86],"or":[87],"disappearance)":[88],"and":[89,107,114],"independent":[90],"from":[91],"traditional":[92],"(extrinsic)":[93],"units,":[95],"like":[96],"second.":[98],"We":[99],"then":[100],"show":[101],"how":[102],"visualization":[103],"both":[104],"at":[105],"extrinsic":[108],"scales":[110],"can":[111],"help":[112],"validating":[113],"interpreting":[115],"obtained":[117],"communities.":[118],"Our":[119],"results":[120],"are":[121],"illustrated":[122],"network":[126],"made":[127],"contacts":[129],"among":[130],"participants":[132],"2006":[135],"edition":[136],"Infocom":[139],"conference.":[140]},"counts_by_year":[{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}