{"id":"https://openalex.org/W4410636809","doi":"https://doi.org/10.1145/3701716.3715592","title":"Social Influence Distorts Ratings in Online Interfaces","display_name":"Social Influence Distorts Ratings in Online Interfaces","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410636809","doi":"https://doi.org/10.1145/3701716.3715592"},"language":"en","primary_location":{"id":"doi:10.1145/3701716.3715592","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715592","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715592","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715592","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117649476","display_name":"Marina Kontalexi","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK","GR"],"is_corresponding":true,"raw_author_name":"Marina Kontalexi","raw_affiliation_strings":["University of Southern Denmark, Odense, Denmark and National Technical University of Athens and Archimedes/ATHENA RC, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of Southern Denmark, Odense, Denmark and National Technical University of Athens and Archimedes/ATHENA RC, Athens, Greece","institution_ids":["https://openalex.org/I174458059","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010352723","display_name":"Alexandros Gelastopoulos","orcid":"https://orcid.org/0000-0003-1428-0130"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I4210139217","display_name":"Institute for Advanced Study in Toulouse","ror":"https://ror.org/03fg2km54","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210139217"]}],"countries":["DK","FR"],"is_corresponding":false,"raw_author_name":"Alexandros Gelastopoulos","raw_affiliation_strings":["Institute for Advanced Study in Toulouse, Toulouse, France and University of Southern Denmark, Odense, Denmark"],"affiliations":[{"raw_affiliation_string":"Institute for Advanced Study in Toulouse, Toulouse, France and University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I4210139217","https://openalex.org/I177969490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080193434","display_name":"Pantelis P. Analytis","orcid":"https://orcid.org/0000-0003-0778-3813"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Pantelis P. Analytis","raw_affiliation_strings":["University of Southern Denmark, Odense, Denmark"],"affiliations":[{"raw_affiliation_string":"University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117649476"],"corresponding_institution_ids":["https://openalex.org/I174458059","https://openalex.org/I177969490"],"apc_list":null,"apc_paid":null,"fwci":2.4982,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88721067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1086","last_page":"1090"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9977999925613403,"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":0.9977999925613403,"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":0.987500011920929,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.984000027179718,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.5886374115943909},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4040085971355438},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3651725649833679}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5886374115943909},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4040085971355438},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3651725649833679}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1145/3701716.3715592","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715592","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715592","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.ut-capitole.fr:50933","is_oa":false,"landing_page_url":"https://www.idref.fr/283720182>","pdf_url":null,"source":{"id":"https://openalex.org/S4306401603","display_name":"Toulouse Capitole Publications (University Toulouse 1 Capitole)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3131550300","host_organization_name":"Universit\u00e9 Toulouse-I-Capitole","host_organization_lineage":["https://openalex.org/I3131550300"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:arXiv.org:2502.19861","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.19861","pdf_url":"https://arxiv.org/pdf/2502.19861","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:publications.ut-capitole.fr:50586","is_oa":true,"landing_page_url":"https://publications.ut-capitole.fr/id/eprint/50586/1/2502.19861","pdf_url":"http://arxiv.org/pdf/2502.19861","source":{"id":"https://openalex.org/S4306401603","display_name":"Toulouse Capitole Publications (University Toulouse 1 Capitole)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3131550300","host_organization_name":"Universit\u00e9 Toulouse-I-Capitole","host_organization_lineage":["https://openalex.org/I3131550300"],"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":null,"raw_type":"NonPeerReviewed"},{"id":"pmh:oai:sdu.dk:openaire/8405b1cc-f5aa-4679-b09d-c40bc2f64beb","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/8405b1cc-f5aa-4679-b09d-c40bc2f64beb","pdf_url":"https://findresearcher.sdu.dk/ws/files/305209476/3701716.3715592_1_.pdf","source":{"id":"https://openalex.org/S4306400424","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"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":"Kontalexi, M, Gelastopoulos, A & Analytis, P P 2025, Social Influence Distorts Ratings in Online Interfaces. in WWW '25: Companion Proceedings of the ACM on Web Conference 2025. Association for Computing Machinery, pp. 1086-1090, 34th ACM Web Conference, WWW Companion 2025, Sydney, Australia, 28/04/2025. https://doi.org/10.1145/3701716.3715592","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:HAL:hal-04990829v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04990829","pdf_url":null,"source":{"id":"https://openalex.org/S4406922454","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025","raw_type":"Preprints, Working Papers, ..."},{"id":"pmh:oai:HAL:hal-05132326v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05132326","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WWW '25: Companion Proceedings of the ACM on Web Conference 2025, 2025, pp.1086-1090","raw_type":"Journal articles"},{"id":"pmh:oai:RePEc:arx:papers:2502.19861","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"preprint"}],"best_oa_location":{"id":"doi:10.1145/3701716.3715592","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3715592","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3715592","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5799999833106995,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1141025942","display_name":null,"funder_award_id":"ANR-17-EURE-0010","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2267958192","display_name":null,"funder_award_id":"17-EURE-0010","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2659019386","display_name":null,"funder_award_id":"ANR-17-EURE-","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3335229504","display_name":null,"funder_award_id":"Avenir","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5764027818","display_name":null,"funder_award_id":"ANR-17-EUR","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5912270303","display_name":null,"funder_award_id":"ANR-17-EURE-001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6803667113","display_name":null,"funder_award_id":"ANR-17","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320323799","display_name":"Syddansk Universitet","ror":"https://ror.org/03yrrjy16"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410636809.pdf","grobid_xml":"https://content.openalex.org/works/W4410636809.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1967023145","https://openalex.org/W1998692453","https://openalex.org/W2012835407","https://openalex.org/W2041157860","https://openalex.org/W2095052067","https://openalex.org/W2107720212","https://openalex.org/W2129261459","https://openalex.org/W2140950724","https://openalex.org/W2594908799","https://openalex.org/W2912066479","https://openalex.org/W2943732289","https://openalex.org/W2964044304","https://openalex.org/W2981055564","https://openalex.org/W3013697652","https://openalex.org/W4225086766","https://openalex.org/W4283704403","https://openalex.org/W4286001009","https://openalex.org/W4410333121"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Theoretical":[0],"work":[1],"on":[2,24,34,66,102,128,133],"sequential":[3],"choice":[4],"and":[5,11,26,40,139,149,160,171],"large-scale":[6],"experiments":[7],"in":[8,167],"online":[9,35,47,67,179],"ranking":[10],"voting":[12],"systems":[13,37],"has":[14],"demonstrated":[15],"that":[16,46,73,85,155],"social":[17,25,32,64],"influence":[18,33,65],"can":[19,172],"have":[20],"a":[21,56],"drastic":[22],"impact":[23],"technological":[27],"systems.Yet,":[28],"the":[29,41,61,71,79,92,97,107,113,120,124,129,140,144,174],"effect":[30,62],"of":[31,63,176],"rating":[36,115,138,180],"remains":[38],"understudied":[39],"few":[42],"existing":[43],"contributions":[44],"suggest":[45],"ratings":[48,156],"would":[49],"self-correct":[50],"given":[51],"enough":[52],"users.Here,":[53],"we":[54],"propose":[55],"new":[57],"framework":[58],"for":[59],"studying":[60],"ratings.We":[68],"start":[69],"from":[70,119],"assumption":[72],"people":[74,94,126],"are":[75],"influenced":[76,90],"linearly":[77],"by":[78],"observed":[80,98,130,141],"average":[81,99,131,142],"rating,":[82,106,143],"but":[83,112],"postulate":[84],"their":[86,103,135],"propensity":[87],"to":[88,96],"be":[89,158],"varies.When":[91],"weight":[93,125],"assign":[95],"depends":[100,132],"only":[101],"own":[104,136],"latent":[105,137],"resulting":[108,145],"system":[109,146],"is":[110,147],"linear,":[111],"long-term":[114],"may":[116,150],"substantially":[117],"deviate":[118],"true":[121],"mean":[122],"rating.When":[123],"put":[127],"both":[134],"non-linear,":[148],"support":[151],"multiple":[152],"equilibria,":[153],"suggesting":[154],"might":[157],"path-dependent":[159],"deviations":[161],"dramatic.Our":[162],"results":[163],"highlight":[164],"potential":[165],"limitations":[166],"crowdsourced":[168],"information":[169],"aggregation":[170],"inform":[173],"design":[175],"more":[177],"robust":[178],"systems.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}