{"id":"https://openalex.org/W2508833275","doi":"https://doi.org/10.1007/s10994-016-5582-8","title":"Tiles: an online algorithm for community discovery in dynamic social networks","display_name":"Tiles: an online algorithm for community discovery in dynamic social networks","publication_year":2016,"publication_date":"2016-09-08","ids":{"openalex":"https://openalex.org/W2508833275","doi":"https://doi.org/10.1007/s10994-016-5582-8","mag":"2508833275"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-016-5582-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-016-5582-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-016-5582-8.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-016-5582-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002595735","display_name":"Giulio Rossetti","orcid":"https://orcid.org/0000-0003-3373-1240"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giulio Rossetti","raw_affiliation_strings":["KDD Lab, ISTI-CNR, Pisa, Italy","KDD Lab, University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3373-1240","affiliations":[{"raw_affiliation_string":"KDD Lab, ISTI-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"KDD Lab, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068819495","display_name":"Luca Pappalardo","orcid":"https://orcid.org/0000-0002-1547-6007"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Pappalardo","raw_affiliation_strings":["KDD Lab, ISTI-CNR, Pisa, Italy","KDD Lab, University of Pisa, Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1547-6007","affiliations":[{"raw_affiliation_string":"KDD Lab, ISTI-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"KDD Lab, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044898565","display_name":"Dino Pedreschi","orcid":"https://orcid.org/0000-0003-4801-3225"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dino Pedreschi","raw_affiliation_strings":["KDD Lab, University of Pisa, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KDD Lab, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024505700","display_name":"Fosca Giannotti","orcid":"https://orcid.org/0000-0003-3099-3835"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fosca Giannotti","raw_affiliation_strings":["KDD Lab, ISTI-CNR, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KDD Lab, ISTI-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002595735"],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I122991210"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":9.7239,"has_fulltext":true,"cited_by_count":133,"citation_normalized_percentile":{"value":0.98489541,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"106","issue":"8","first_page":"1213","last_page":"1241"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7374963760375977},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.5715029239654541},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.5095251202583313},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4758074879646301},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.4719509184360504},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.466052383184433},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.44881197810173035},{"id":"https://openalex.org/keywords/evolving-networks","display_name":"Evolving networks","score":0.4383092224597931},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42929619550704956},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3906826376914978},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36980924010276794},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3648982346057892},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.36432313919067383},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3453753888607025},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17297881841659546},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1461825668811798},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11949193477630615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7374963760375977},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.5715029239654541},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.5095251202583313},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4758074879646301},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.4719509184360504},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.466052383184433},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.44881197810173035},{"id":"https://openalex.org/C36647736","wikidata":"https://www.wikidata.org/wiki/Q5418752","display_name":"Evolving networks","level":3,"score":0.4383092224597931},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42929619550704956},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3906826376914978},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36980924010276794},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3648982346057892},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.36432313919067383},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3453753888607025},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17297881841659546},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1461825668811798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11949193477630615},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10994-016-5582-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-016-5582-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-016-5582-8.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:arpi.unipi.it:11568/834121","is_oa":false,"landing_page_url":"http://hdl.handle.net/11568/834121","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dnet:people______::79ca59ef41c48b4e0d85b12419d662f9","is_oa":true,"landing_page_url":"https://openportal.isti.cnr.it/doc?id=people______::79ca59ef41c48b4e0d85b12419d662f9","pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Machine learning 106 (2017): 1213\u20131241. doi:10.1007/s10994-016-5582-8","raw_type":"Journal article"},{"id":"pmh:oai:zenodo.org:32008","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/32008","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10994-016-5582-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-016-5582-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-016-5582-8.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G4365905886","display_name":null,"funder_award_id":"-2014-2015","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5848184290","display_name":null,"funder_award_id":"654024","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G922643253","display_name":null,"funder_award_id":"641191","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2508833275.pdf","grobid_xml":"https://content.openalex.org/works/W2508833275.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W765926614","https://openalex.org/W1779435530","https://openalex.org/W1973253288","https://openalex.org/W1978024959","https://openalex.org/W1978136502","https://openalex.org/W1980762130","https://openalex.org/W1986027272","https://openalex.org/W1991408655","https://openalex.org/W1994918139","https://openalex.org/W2004278347","https://openalex.org/W2004843357","https://openalex.org/W2008620264","https://openalex.org/W2022651954","https://openalex.org/W2035916238","https://openalex.org/W2047940964","https://openalex.org/W2053086433","https://openalex.org/W2056865081","https://openalex.org/W2074640192","https://openalex.org/W2080447039","https://openalex.org/W2092124750","https://openalex.org/W2095965857","https://openalex.org/W2097876158","https://openalex.org/W2102289551","https://openalex.org/W2111708605","https://openalex.org/W2118608338","https://openalex.org/W2122515732","https://openalex.org/W2127048411","https://openalex.org/W2133580306","https://openalex.org/W2136715366","https://openalex.org/W2146708856","https://openalex.org/W2153204928","https://openalex.org/W2157527521","https://openalex.org/W2164928285","https://openalex.org/W2164998314","https://openalex.org/W2166563561","https://openalex.org/W2171080222","https://openalex.org/W2189311038","https://openalex.org/W2232198868","https://openalex.org/W2248474943","https://openalex.org/W2289573094","https://openalex.org/W2293546752","https://openalex.org/W2414196806","https://openalex.org/W2420733993","https://openalex.org/W2536361503","https://openalex.org/W2542758684","https://openalex.org/W2544652639","https://openalex.org/W2595228286","https://openalex.org/W3037066368","https://openalex.org/W3102641634","https://openalex.org/W3123041312","https://openalex.org/W4254649231","https://openalex.org/W4255106604","https://openalex.org/W4256595825"],"related_works":["https://openalex.org/W2006852656","https://openalex.org/W2034220069","https://openalex.org/W11097679","https://openalex.org/W3103433038","https://openalex.org/W2948079051","https://openalex.org/W2133614729","https://openalex.org/W2035702630","https://openalex.org/W1964834700","https://openalex.org/W1999828072","https://openalex.org/W2125778014"],"abstract_inverted_index":{"Community":[0],"discovery":[1,55],"has":[2],"emerged":[3],"during":[4],"the":[5,11,62,69,74,141,155,165,168,173],"last":[6],"decade":[7],"as":[8],"one":[9],"of":[10,61,167,175],"most":[12],"challenging":[13],"problems":[14],"in":[15,36,50,92],"social":[16,39,48],"network":[17],"analysis.":[18],"Many":[19],"algorithms":[20,125],"have":[21],"been":[22],"proposed":[23,142,169],"to":[24,57,146,181],"find":[25],"communities":[26,87,158,177],"on":[27,126],"static":[28,53],"networks,":[29],"i.e.":[30],"networks":[31,40,132],"which":[32],"do":[33],"not":[34],"change":[35],"time.":[37],"However,":[38],"are":[41],"dynamic":[42],"realities":[43],"(e.g.":[44],"call":[45],"graphs,":[46],"online":[47,96],"networks):":[49],"such":[51],"scenarios":[52],"community":[54,110,123,135],"fails":[56],"identify":[58],"a":[59,103,113],"partition":[60],"graph":[63],"that":[64,84,140],"is":[65,144,179],"semantically":[66],"consistent":[67],"with":[68,121,154],"temporal":[70],"information":[71],"expressed":[72],"by":[73,171],"data.":[75],"In":[76],"this":[77],"work":[78],"we":[79,163],"propose":[80],"Tiles,":[81],"an":[82,95],"algorithm":[83,100],"extracts":[85],"overlapping":[86],"and":[88,129,151],"tracks":[89],"their":[90],"evolution":[91],"time":[93],"following":[94,102],"iterative":[97],"procedure.":[98],"Our":[99],"operates":[101],"domino":[104],"effect":[105],"strategy,":[106],"dynamically":[107],"recomputing":[108],"nodes":[109],"memberships":[111],"whenever":[112],"new":[114],"interaction":[115],"takes":[116],"place.":[117],"We":[118],"compare":[119],"Tiles":[120],"state-of-the-art":[122],"detection":[124],"both":[127],"synthetic":[128],"real":[130],"world":[131],"having":[133],"annotated":[134],"structure:":[136],"our":[137],"experiments":[138],"show":[139],"approach":[143,170],"able":[145,180],"guarantee":[147],"lower":[148],"execution":[149],"times":[150],"better":[152],"correspondence":[153],"ground":[156],"truth":[157],"than":[159],"its":[160],"competitors.":[161],"Moreover,":[162],"illustrate":[164],"specifics":[166],"discussing":[172],"properties":[174],"identified":[176],"it":[178],"identify.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":8}],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}