{"id":"https://openalex.org/W2132276029","doi":"https://doi.org/10.1109/cason.2012.6412380","title":"Quantifying social network dynamics","display_name":"Quantifying social network dynamics","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2132276029","doi":"https://doi.org/10.1109/cason.2012.6412380","mag":"2132276029"},"language":"en","primary_location":{"id":"doi:10.1109/cason.2012.6412380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cason.2012.6412380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Fourth International Conference on Computational Aspects of Social Networks (CASoN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1303.5009","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056931132","display_name":"Rados\u0142aw Michalski","orcid":"https://orcid.org/0000-0002-0106-655X"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Radoslaw Michalski","raw_affiliation_strings":["Institute of Informatics, Wroclaw University of Technology, Wroclaw, Poland","Institute of Informatics, Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Wroclaw University of Technology, Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Institute of Informatics, Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022573878","display_name":"Piotr Br\u00f3dka","orcid":"https://orcid.org/0000-0002-6474-0089"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Brodka","raw_affiliation_strings":["Institute of Informatics, Wroclaw University of Technology, Wroclaw, Poland","Institute of Informatics, Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Wroclaw University of Technology, Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Institute of Informatics, Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049612210","display_name":"Przemys\u0142aw Kazienko","orcid":"https://orcid.org/0000-0001-5868-356X"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Przemyslaw Kazienko","raw_affiliation_strings":["Institute of Informatics, Wroclaw University of Technology, Wroclaw, Poland","Institute of Informatics, Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Wroclaw University of Technology, Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Institute of Informatics, Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015035242","display_name":"Krzysztof Juszczyszyn","orcid":null},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Juszczyszyn","raw_affiliation_strings":["Institute of Informatics, Wroclaw University of Technology, Wroclaw, Poland","Institute of Informatics, Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Wroclaw University of Technology, Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Institute of Informatics, Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I11923345"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"69","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9968000054359436,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9739999771118164,"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":0.7790930867195129},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5440158247947693},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.5382058620452881},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5258179903030396},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.49386388063430786},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.48993510007858276},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.48732027411460876},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4741206467151642},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4701911211013794},{"id":"https://openalex.org/keywords/network-science","display_name":"Network science","score":0.4669419825077057},{"id":"https://openalex.org/keywords/evolving-networks","display_name":"Evolving networks","score":0.44750484824180603},{"id":"https://openalex.org/keywords/network-dynamics","display_name":"Network dynamics","score":0.4284493923187256},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.4220360815525055},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3917735815048218},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3823389410972595},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14135080575942993},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1223292350769043},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.11435624957084656},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10998037457466125},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08048030734062195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7790930867195129},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5440158247947693},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.5382058620452881},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5258179903030396},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.49386388063430786},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48993510007858276},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.48732027411460876},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4741206467151642},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4701911211013794},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.4669419825077057},{"id":"https://openalex.org/C36647736","wikidata":"https://www.wikidata.org/wiki/Q5418752","display_name":"Evolving networks","level":3,"score":0.44750484824180603},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.4284493923187256},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.4220360815525055},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3917735815048218},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3823389410972595},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14135080575942993},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1223292350769043},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.11435624957084656},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10998037457466125},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08048030734062195},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cason.2012.6412380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cason.2012.6412380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Fourth International Conference on Computational Aspects of Social Networks (CASoN)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1303.5009","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1303.5009","pdf_url":"https://arxiv.org/pdf/1303.5009","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.917.5829","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.917.5829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.ii.pwr.edu.pl/%7Emichalski/publications/pub_2012_cason.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.931.454","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.931.454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Radoslaw_Michalski2/publication/258817884_Quantifying_Social_Network_Dynamics/links/02e7e52f74833e66d8000000.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1303.5009","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1303.5009","pdf_url":"https://arxiv.org/pdf/1303.5009","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W101983565","https://openalex.org/W124024051","https://openalex.org/W242957302","https://openalex.org/W950821216","https://openalex.org/W1513427694","https://openalex.org/W1518828449","https://openalex.org/W1972309850","https://openalex.org/W1980252355","https://openalex.org/W2012308226","https://openalex.org/W2024665458","https://openalex.org/W2037933327","https://openalex.org/W2053841470","https://openalex.org/W2058162908","https://openalex.org/W2061901927","https://openalex.org/W2085225888","https://openalex.org/W2086991377","https://openalex.org/W2106441870","https://openalex.org/W2116208407","https://openalex.org/W2137659815","https://openalex.org/W2147913014","https://openalex.org/W2151994778","https://openalex.org/W2158390418","https://openalex.org/W2166744060","https://openalex.org/W2481508830","https://openalex.org/W2912506419","https://openalex.org/W3123765545","https://openalex.org/W3148190347","https://openalex.org/W3199947862","https://openalex.org/W4232932184","https://openalex.org/W4237159281","https://openalex.org/W6604168468","https://openalex.org/W6605068334","https://openalex.org/W6609357099","https://openalex.org/W6630980760","https://openalex.org/W6671669688","https://openalex.org/W6680295612","https://openalex.org/W6682617607"],"related_works":["https://openalex.org/W2346969404","https://openalex.org/W2069842305","https://openalex.org/W2099584950","https://openalex.org/W4289703817","https://openalex.org/W2887047168","https://openalex.org/W2498344249","https://openalex.org/W2082867051","https://openalex.org/W4210291460","https://openalex.org/W3157957316","https://openalex.org/W2951069220"],"abstract_inverted_index":{"The":[0,22],"dynamic":[1],"character":[2],"of":[3,11,19,29,36,56],"most":[4],"social":[5,71],"networks":[6,12],"requires":[7],"to":[8,15,43,52],"model":[9],"evolution":[10],"in":[13,63],"order":[14],"enable":[16,42],"complex":[17],"analysis":[18],"theirs":[20],"dynamics.":[21],"following":[23],"paper":[24,65],"focuses":[25],"on":[26,69],"the":[27,45,54,64],"definition":[28],"differences":[30,41],"between":[31],"network":[32,72],"snapshots":[33],"by":[34],"means":[35],"Graph":[37],"Differential":[38],"Tuple.":[39],"These":[40],"calculate":[44],"diverse":[46],"distance":[47],"measures":[48,60],"as":[49,51],"well":[50],"investigate":[53],"speed":[55],"changes.":[57],"Four":[58],"separate":[59],"are":[61],"suggested":[62],"with":[66],"experimental":[67],"study":[68],"real":[70],"data.":[73]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
