{"id":"https://openalex.org/W2385558581","doi":"https://doi.org/10.1145/2858036.2858071","title":"Communities Found by Users -- not Algorithms","display_name":"Communities Found by Users -- not Algorithms","publication_year":2016,"publication_date":"2016-05-05","ids":{"openalex":"https://openalex.org/W2385558581","doi":"https://doi.org/10.1145/2858036.2858071","mag":"2385558581"},"language":"en","primary_location":{"id":"doi:10.1145/2858036.2858071","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2858036.2858071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","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/A5020020080","display_name":"Alexandra Lee","orcid":"https://orcid.org/0000-0002-0208-3730"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alexandra Lee","raw_affiliation_strings":["Swansea University, Swansea, Wales, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Swansea University, Swansea, Wales, United Kingdom","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039929397","display_name":"Daniel Archambault","orcid":"https://orcid.org/0000-0003-4978-8479"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Archambault","raw_affiliation_strings":["Swansea University, Swansea, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Swansea University, Swansea, United Kingdom","institution_ids":["https://openalex.org/I39586589"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020020080"],"corresponding_institution_ids":["https://openalex.org/I39586589"],"apc_list":null,"apc_paid":null,"fwci":0.8839,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.74977719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2396","last_page":"2400"},"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":0.9958999752998352,"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":0.9944000244140625,"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":0.7541377544403076},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6645997762680054},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6402403116226196},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5851689577102661},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.483236163854599},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.47623494267463684},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4631333649158478},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36092424392700195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35846030712127686},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3215484023094177},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19979101419448853},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.18835139274597168}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7541377544403076},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6645997762680054},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6402403116226196},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5851689577102661},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.483236163854599},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.47623494267463684},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4631333649158478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36092424392700195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35846030712127686},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3215484023094177},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19979101419448853},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.18835139274597168},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2858036.2858071","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2858036.2858071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:cronfa.swan.ac.uk:cronfa26488","is_oa":false,"landing_page_url":"https://cronfa.swan.ac.uk/Record/cronfa26488","pdf_url":null,"source":{"id":"https://openalex.org/S4306401612","display_name":"Cronfa (Swansea University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39586589","host_organization_name":"Swansea University","host_organization_lineage":["https://openalex.org/I39586589"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper/Proceeding/Abstract"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1528597731","https://openalex.org/W1637598910","https://openalex.org/W1970301364","https://openalex.org/W1971421925","https://openalex.org/W1975959061","https://openalex.org/W1995996823","https://openalex.org/W2000780944","https://openalex.org/W2023655578","https://openalex.org/W2097876388","https://openalex.org/W2100108891","https://openalex.org/W2124209874","https://openalex.org/W2125346258","https://openalex.org/W2131681506","https://openalex.org/W2132774043","https://openalex.org/W2135415614","https://openalex.org/W2140063299","https://openalex.org/W2150190471","https://openalex.org/W2156483112","https://openalex.org/W2160668429","https://openalex.org/W2164928285","https://openalex.org/W2168346701","https://openalex.org/W3099402906","https://openalex.org/W3099768174"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W1533177136","https://openalex.org/W4380994516","https://openalex.org/W2294667518"],"abstract_inverted_index":{"Many":[0],"algorithms":[1,14,74,111],"have":[2,15],"been":[3,16],"created":[4],"to":[5,45,84,103],"automatically":[6,89],"detect":[7],"community":[8,26,72],"structures":[9],"in":[10],"social":[11,64],"networks.":[12],"These":[13],"studied":[17],"from":[18],"the":[19,32,76,96,100],"perspective":[20],"of":[21,35],"optimisation":[22],"extensively.":[23],"However,":[24],"which":[25],"finding":[27,73],"algorithm":[28,98],"most":[29],"closely":[30],"matches":[31],"human":[33],"notion":[34],"communities?":[36],"In":[37,49],"this":[38,47,67],"paper,":[39],"we":[40,69],"conduct":[41],"a":[42],"user":[43,104],"study":[44],"address":[46],"question.":[48],"our":[50],"experiment,":[51],"users":[52],"collected":[53],"their":[54,63],"own":[55],"Facebook":[56],"network":[57,77],"and":[58,78,109],"manually":[59],"annotated":[60,86],"it,":[61],"indicating":[62],"communities.":[65],"Given":[66],"annotation,":[68],"run":[70],"state-of-the-art":[71],"on":[75],"use":[79],"Normalised":[80],"Mutual":[81],"Information":[82],"(NMI)":[83],"compare":[85],"communities":[87],"with":[88,107],"detected":[90],"ones.":[91],"Our":[92],"results":[93],"show":[94],"that":[95],"Infomap":[97],"has":[99],"greatest":[101],"similarity":[102],"defined":[105],"communities,":[106],"Girvan-Newman":[108],"Louvain":[110],"also":[112],"performing":[113],"well.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
