{"id":"https://openalex.org/W2951994433","doi":"https://doi.org/10.1145/3314183.3323451","title":"Technology-facilitated Societal Consensus","display_name":"Technology-facilitated Societal Consensus","publication_year":2019,"publication_date":"2019-06-06","ids":{"openalex":"https://openalex.org/W2951994433","doi":"https://doi.org/10.1145/3314183.3323451","mag":"2951994433"},"language":"en","primary_location":{"id":"doi:10.1145/3314183.3323451","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3314183.3323451","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3314183.3323451","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3314183.3323451","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014935371","display_name":"Timotheus Kampik","orcid":"https://orcid.org/0000-0002-6458-2252"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Timotheus Kampik","raw_affiliation_strings":["Ume\u00e5 University, Ume\u00e5, Sweden"],"affiliations":[{"raw_affiliation_string":"Ume\u00e5 University, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081436358","display_name":"Amro Najjar","orcid":"https://orcid.org/0000-0001-7784-6176"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Amro Najjar","raw_affiliation_strings":["Ume\u00e5 University, Ume\u00e5, Sweden"],"affiliations":[{"raw_affiliation_string":"Ume\u00e5 University, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014935371"],"corresponding_institution_ids":["https://openalex.org/I90267481"],"apc_list":null,"apc_paid":null,"fwci":0.432,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60445308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9997000098228455,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9997000098228455,"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/T10064","display_name":"Complex Network Analysis Techniques","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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision 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":0.6910076141357422},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5806727409362793},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5516418814659119},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5400756597518921},{"id":"https://openalex.org/keywords/globe","display_name":"Globe","score":0.5020031929016113},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.48667579889297485},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.47634556889533997},{"id":"https://openalex.org/keywords/discipline","display_name":"Discipline","score":0.4667295217514038},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.44637781381607056},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4122895896434784},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3395867943763733},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2809451222419739},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1969192624092102},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.19121956825256348},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.11841714382171631}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6910076141357422},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5806727409362793},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5516418814659119},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5400756597518921},{"id":"https://openalex.org/C2775899829","wikidata":"https://www.wikidata.org/wiki/Q3109007","display_name":"Globe","level":2,"score":0.5020031929016113},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.48667579889297485},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.47634556889533997},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.4667295217514038},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.44637781381607056},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4122895896434784},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3395867943763733},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2809451222419739},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1969192624092102},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.19121956825256348},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.11841714382171631},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3314183.3323451","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3314183.3323451","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3314183.3323451","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:umu-158477","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-158477","pdf_url":null,"source":{"id":"https://openalex.org/S4306400361","display_name":"DiVA at Ume\u00e5 University (Ume\u00e5 University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I90267481","host_organization_name":"Ume\u00e5 University","host_organization_lineage":["https://openalex.org/I90267481"],"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":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"doi:10.1145/3314183.3323451","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3314183.3323451","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3314183.3323451","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322327","display_name":"Knut och Alice Wallenbergs Stiftelse","ror":"https://ror.org/004hzzk67"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2951994433.pdf","grobid_xml":"https://content.openalex.org/works/W2951994433.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W134656973","https://openalex.org/W1495750374","https://openalex.org/W1568369874","https://openalex.org/W1583059097","https://openalex.org/W1607079589","https://openalex.org/W1656132379","https://openalex.org/W1837843568","https://openalex.org/W1903683453","https://openalex.org/W1936458028","https://openalex.org/W1989279326","https://openalex.org/W2019542451","https://openalex.org/W2025605741","https://openalex.org/W2043787485","https://openalex.org/W2061820396","https://openalex.org/W2072651985","https://openalex.org/W2112856797","https://openalex.org/W2113459411","https://openalex.org/W2114696370","https://openalex.org/W2117909469","https://openalex.org/W2136539379","https://openalex.org/W2145446394","https://openalex.org/W2145790759","https://openalex.org/W2149542608","https://openalex.org/W2317739826","https://openalex.org/W2401967989","https://openalex.org/W2433203947","https://openalex.org/W2476960546","https://openalex.org/W2567923580","https://openalex.org/W2582561810","https://openalex.org/W2593259672","https://openalex.org/W2595521492","https://openalex.org/W2605487735","https://openalex.org/W2724523750","https://openalex.org/W2727940568","https://openalex.org/W2729349341","https://openalex.org/W2790980374","https://openalex.org/W2791544114","https://openalex.org/W2799159852","https://openalex.org/W2806553828","https://openalex.org/W2808047671","https://openalex.org/W2821168115","https://openalex.org/W2892918999","https://openalex.org/W3122000667","https://openalex.org/W3125182500","https://openalex.org/W4241226388"],"related_works":["https://openalex.org/W1539266347","https://openalex.org/W2267913355","https://openalex.org/W2788570199","https://openalex.org/W2000787479","https://openalex.org/W4248006302","https://openalex.org/W1488904332","https://openalex.org/W4256453413","https://openalex.org/W3135535244","https://openalex.org/W3045785873","https://openalex.org/W4378605586"],"abstract_inverted_index":{"The":[0,24,54],"spread":[1,116],"of":[2,19,26,30,38,72,87,123,136,157],"radical":[3],"opinions,":[4,137],"facilitated":[5],"by":[6,112],"homophilic":[7],"Internet":[8],"communities":[9],"(echo":[10],"chambers),":[11],"has":[12],"become":[13],"a":[14,43,118,126,134,155],"threat":[15],"to":[16,50,79,163,166],"the":[17,22,36,69,84,88,168],"stability":[18],"societies":[20],"around":[21],"globe.":[23],"concept":[25,49],"choice":[27,31,55],"architecture--the":[28],"design":[29],"information":[32],"for":[33,64],"consumers":[34],"with":[35],"goal":[37,89,107],"facilitating":[39],"societally":[40],"beneficial":[41],"decisions--provides":[42],"promising":[44],"(although":[45],"not":[46,76],"uncontroversial)":[47],"general":[48],"address":[51],"this":[52,101,106,149],"problem.":[53],"architecture":[56],"approach":[57,150],"is":[58,133,151],"reflected":[59],"in":[60,117],"recent":[61],"proposals":[62],"advocating":[63],"recommender":[65],"systems":[66,92],"that":[67,105,161],"consider":[68],"societal":[70],"impact":[71],"their":[73],"recommendations":[74],"and":[75,153],"only":[77],"strive":[78],"optimize":[80],"revenue":[81],"streams.":[82],"However,":[83],"precise":[85],"nature":[86],"state":[90,108],"such":[91],"should":[93],"work":[94],"towards":[95],"remains":[96],"an":[97],"open":[98],"question.":[99],"In":[100],"paper,":[102],"we":[103],"suggest":[104],"can":[109],"be":[110,164],"defined":[111],"considering":[113],"target":[114],"opinion":[115],"society":[119],"on":[120,143],"different":[121],"topics":[122],"interest":[124],"as":[125],"multivariate":[127],"normal":[128],"distribution;":[129],"i.e.,":[130],"while":[131],"there":[132],"diversity":[135],"most":[138,144],"people":[139],"have":[140],"similar":[141],"opinions":[142],"topics.":[145],"We":[146],"explain":[147],"why":[148],"promising,":[152],"list":[154],"set":[156],"cross-disciplinary":[158],"research":[159],"challenges":[160],"need":[162],"solved":[165],"advance":[167],"idea.":[169]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
