{"id":"https://openalex.org/W2288275333","doi":"https://doi.org/10.1145/2808797.2809330","title":"Understanding community patterns in large attributed social networks","display_name":"Understanding community patterns in large attributed social networks","publication_year":2015,"publication_date":"2015-08-25","ids":{"openalex":"https://openalex.org/W2288275333","doi":"https://doi.org/10.1145/2808797.2809330","mag":"2288275333"},"language":"en","primary_location":{"id":"doi:10.1145/2808797.2809330","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2809330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5011512226","display_name":"Rajesh Sharma","orcid":"https://orcid.org/0000-0003-3581-1332"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rajesh Sharma","raw_affiliation_strings":["University of Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018392096","display_name":"Matteo Magnani","orcid":"https://orcid.org/0000-0002-3437-9018"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Matteo Magnani","raw_affiliation_strings":["Uppsala University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Uppsala University, Sweden","institution_ids":["https://openalex.org/I123387679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059792053","display_name":"Danilo Montesi","orcid":"https://orcid.org/0000-0002-4748-6867"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Danilo Montesi","raw_affiliation_strings":["University of Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1503","last_page":"1508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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":0.9976999759674072,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7004327774047852},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.5655776262283325},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5309333801269531},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5167750120162964},{"id":"https://openalex.org/keywords/connected-component","display_name":"Connected component","score":0.4787580072879791},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4642878770828247},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45098671317100525},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4325251579284668},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.41463565826416016},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40554001927375793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23520910739898682},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2181742787361145},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16930967569351196},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.11558502912521362},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07634717226028442}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7004327774047852},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.5655776262283325},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5309333801269531},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5167750120162964},{"id":"https://openalex.org/C193435613","wikidata":"https://www.wikidata.org/wiki/Q2997928","display_name":"Connected component","level":2,"score":0.4787580072879791},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4642878770828247},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45098671317100525},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4325251579284668},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.41463565826416016},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40554001927375793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23520910739898682},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2181742787361145},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16930967569351196},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.11558502912521362},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07634717226028442},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2808797.2809330","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2809330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/548449","is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/548449","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W4177387","https://openalex.org/W24196387","https://openalex.org/W97483422","https://openalex.org/W183527652","https://openalex.org/W1550916626","https://openalex.org/W1573579329","https://openalex.org/W1870226968","https://openalex.org/W1909645032","https://openalex.org/W1975068096","https://openalex.org/W1975159990","https://openalex.org/W2030339874","https://openalex.org/W2050239729","https://openalex.org/W2078022439","https://openalex.org/W2108614537","https://openalex.org/W2111023939","https://openalex.org/W2115022330","https://openalex.org/W2124536061","https://openalex.org/W2127048411","https://openalex.org/W2149490995","https://openalex.org/W2336248184","https://openalex.org/W2396031973","https://openalex.org/W2736010381","https://openalex.org/W3102641634","https://openalex.org/W6634264458"],"related_works":["https://openalex.org/W2904868555","https://openalex.org/W2020198693","https://openalex.org/W1926303568","https://openalex.org/W2952662149","https://openalex.org/W3155846532","https://openalex.org/W4386880480","https://openalex.org/W2361372973","https://openalex.org/W3124740722","https://openalex.org/W4389359147","https://openalex.org/W2065835655"],"abstract_inverted_index":{"There":[0],"is":[1,131],"an":[2],"inherent":[3],"presence":[4],"of":[5,25,93,96,108,113,128,135],"communities":[6,12],"in":[7,32,43,102,118],"online":[8],"social":[9,85],"networks.":[10],"These":[11],"can":[13,28],"be":[14],"defined":[15,62],"based":[16],"on":[17],"i)":[18],"link":[19],"structure":[20],"or":[21,38,41,138],"ii)":[22],"the":[23,52,75,94,103,109,114,119,133],"attributes":[24],"individuals.":[26],"Attributes":[27],"indicate":[29],"as":[30,61],"interests":[31],"specific":[33],"topics,":[34],"like":[35,71],"science-fiction":[36],"books":[37],"romantic":[39],"movies,":[40],"more":[42],"general":[44],"their":[45],"explicit":[46],"affiliation":[47],"to":[48,68,149],"a":[49],"group":[50],"inside":[51],"network.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57,78],"analyze":[58,79],"community":[59,76],"structures":[60],"by":[63,122,145],"how":[64],"people":[65],"are":[66,111,143],"associated":[67],"third":[69],"concepts":[70],"attributes.":[72],"To":[73],"understand":[74],"patterns":[77],"three":[80],"large":[81],"and":[82],"one":[83],"small":[84,146],"network":[86],"datasets.":[87],"Our":[88],"analysis":[89,130],"shows":[90],"that,":[91],"irrespective":[92],"number":[95],"nodes":[97,110],"for":[98,140],"any":[99,141],"particular":[100],"interest":[101,142],"network,":[104],"at":[105],"least":[106],"50%":[107],"part":[112],"same":[115],"connected":[116],"component":[117],"graph":[120],"induced":[121],"each":[123,152],"interest.":[124],"Another":[125],"interesting":[126],"result":[127],"our":[129],"that":[132],"majority":[134],"sub-communities":[136],"(50%":[137],"above)":[139],"separated":[144],"hops":[147],"(two":[148],"three)":[150],"from":[151],"other.":[153]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}