{"id":"https://openalex.org/W2898385883","doi":"https://doi.org/10.1109/asonam.2018.8508575","title":"From Interaction to Participation: The Role of the Imagined Audience in Social Media Community Detection and an Application to Political Communication on Twitter","display_name":"From Interaction to Participation: The Role of the Imagined Audience in Social Media Community Detection and an Application to Political Communication on Twitter","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2898385883","doi":"https://doi.org/10.1109/asonam.2018.8508575","mag":"2898385883"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2018.8508575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.itu.dk/portal/da/publications/8d118d7c-e686-491f-9b0e-80e9e9d890f5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008159594","display_name":"Obaida Hanteer","orcid":null},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Obaida Hanteer","raw_affiliation_strings":["DssLab, IT University Of Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"DssLab, IT University Of Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069257022","display_name":"Luca Rossi","orcid":"https://orcid.org/0000-0002-3629-2039"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Luca Rossi","raw_affiliation_strings":["DssLab, IT University Of Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"DssLab, IT University Of Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019051904","display_name":"Davide Vega","orcid":"https://orcid.org/0000-0001-8795-1957"},"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":"Davide Vega D'Aurelio","raw_affiliation_strings":["Department of Information Technology, Uppsala University, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Sweden","institution_ids":["https://openalex.org/I123387679"]}]},{"author_position":"last","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":["Department of Information Technology, Uppsala University, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Sweden","institution_ids":["https://openalex.org/I123387679"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008159594"],"corresponding_institution_ids":["https://openalex.org/I83467386"],"apc_list":null,"apc_paid":null,"fwci":1.5081,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.83086446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"531","last_page":"534"},"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":0.9987000226974487,"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/T10557","display_name":"Social Media and Politics","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7556873559951782},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6663432717323303},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6252347826957703},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.5889856219291687},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5445026755332947},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5420937538146973},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5376148819923401},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.46836864948272705},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.41473519802093506},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39849743247032166},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3905525803565979},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38423952460289},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16422998905181885},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08082014322280884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7556873559951782},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6663432717323303},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6252347826957703},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.5889856219291687},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5445026755332947},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5420937538146973},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5376148819923401},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46836864948272705},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.41473519802093506},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39849743247032166},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3905525803565979},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38423952460289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16422998905181885},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08082014322280884},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asonam.2018.8508575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/8d118d7c-e686-491f-9b0e-80e9e9d890f5","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/8d118d7c-e686-491f-9b0e-80e9e9d890f5","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hanteer, O, Rossi, L, D'aurelio, D V & Magnani, M 2018, From Interaction to Participation: The Role of the Imagined Audience in Social Media Community Detection and an Application to Political Communication on Twitter. in 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) . IEEE. https://doi.org/10.1109/ASONAM.2018.8508575","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/8d118d7c-e686-491f-9b0e-80e9e9d890f5","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/8d118d7c-e686-491f-9b0e-80e9e9d890f5","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hanteer, O, Rossi, L, D'aurelio, D V & Magnani, M 2018, From Interaction to Participation: The Role of the Imagined Audience in Social Media Community Detection and an Application to Political Communication on Twitter. in 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) . IEEE. https://doi.org/10.1109/ASONAM.2018.8508575","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W35899105","https://openalex.org/W91442942","https://openalex.org/W1499517307","https://openalex.org/W1974843168","https://openalex.org/W1995996823","https://openalex.org/W1996269778","https://openalex.org/W2021905382","https://openalex.org/W2033193852","https://openalex.org/W2069866464","https://openalex.org/W2101196063","https://openalex.org/W2117744325","https://openalex.org/W2122305905","https://openalex.org/W2261791142","https://openalex.org/W2339074936","https://openalex.org/W2964332110","https://openalex.org/W6601482424","https://openalex.org/W6603689333","https://openalex.org/W6658527287","https://openalex.org/W6692369931"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297"],"abstract_inverted_index":{"In":[0,96],"the":[1,18,29,51,97,136],"context":[2,98,137],"of":[3,12,20,33,54,57,74,99,133,138],"community":[4,101],"detection":[5],"in":[6,135],"online":[7],"social":[8,43],"media,":[9],"a":[10,67,93],"lot":[11],"effort":[13],"has":[14,46],"been":[15,48],"put":[16],"into":[17],"definition":[19],"sophisticated":[21],"network":[22],"clustering":[23],"algorithms":[24],"and":[25,69,122],"much":[26,70],"less":[27],"on":[28,117],"equally":[30],"crucial":[31],"process":[32],"obtaining":[34],"high-quality":[35],"input":[36],"data.":[37],"User-interaction":[38],"data":[39,55,63,110],"explicitly":[40,81],"provided":[41],"by":[42],"media":[44],"platforms":[45],"largely":[47],"used":[49,128],"as":[50],"main":[52],"source":[53],"because":[56],"its":[58],"easy":[59],"accessibility.":[60],"However,":[61],"this":[62,124],"does":[64],"not":[65,80,115],"capture":[66],"fundamental":[68],"more":[71],"frequent":[72],"type":[73],"participatory":[75],"behavior":[76],"where":[77],"users":[78],"do":[79],"mention":[82],"others":[83],"but":[84],"direct":[85],"their":[86],"messages":[87],"to":[88,106,129],"an":[89,108],"invisible":[90],"audience":[91],"following":[92],"common":[94],"hashtag.":[95],"multiplex":[100],"detection,":[102],"we":[103],"show":[104],"how":[105,123],"construct":[107],"additional":[109],"layer":[111,125],"about":[112],"user":[113],"participation":[114],"relying":[116],"explicit":[118],"interactions":[119],"between":[120],"users,":[121],"can":[126],"be":[127],"find":[130],"different":[131],"types":[132],"communities":[134],"Twitter":[139],"political":[140],"communication.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}