{"id":"https://openalex.org/W4327912466","doi":"https://doi.org/10.1145/3576840.3578308","title":"It is an online platform and not the real world, I don\u2019t care much: Investigating Twitter Profile Credibility With an Online Machine Learning-Based Tool","display_name":"It is an online platform and not the real world, I don\u2019t care much: Investigating Twitter Profile Credibility With an Online Machine Learning-Based Tool","publication_year":2023,"publication_date":"2023-03-19","ids":{"openalex":"https://openalex.org/W4327912466","doi":"https://doi.org/10.1145/3576840.3578308"},"language":"en","primary_location":{"id":"doi:10.1145/3576840.3578308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3576840.3578308","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3576840.3578308","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Conference on Human Information Interaction and Retrieval","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/10.1145/3576840.3578308","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055408939","display_name":"Junhao Li","orcid":"https://orcid.org/0000-0002-0982-0158"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Junhao Li","raw_affiliation_strings":["Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020684720","display_name":"Ville Paananen","orcid":"https://orcid.org/0000-0001-7377-9770"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ville Paananen","raw_affiliation_strings":["Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089407440","display_name":"Sharadhi Alape Suryanarayana","orcid":"https://orcid.org/0000-0003-1911-5898"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sharadhi Alape Suryanarayana","raw_affiliation_strings":["Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060444562","display_name":"Eetu Huusko","orcid":"https://orcid.org/0000-0002-8882-8501"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Eetu Huusko","raw_affiliation_strings":["Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072326922","display_name":"Miikka Kuutila","orcid":"https://orcid.org/0000-0002-3695-7280"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Miikka Kuutila","raw_affiliation_strings":["Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078824435","display_name":"Mika M\u00e4ntyl\u00e4","orcid":"https://orcid.org/0000-0002-2841-5879"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mika M\u00e4ntyl\u00e4","raw_affiliation_strings":["Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067689431","display_name":"Simo Hosio","orcid":"https://orcid.org/0000-0002-9609-0965"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Simo Hosio","raw_affiliation_strings":["Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5055408939"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":2.8605,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91095252,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"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"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9962000250816345,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/credibility","display_name":"Credibility","score":0.9580217599868774},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.7668228149414062},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7346095442771912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6800158023834229},{"id":"https://openalex.org/keywords/disinformation","display_name":"Disinformation","score":0.569524884223938},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5372583270072937},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4894798994064331},{"id":"https://openalex.org/keywords/source-credibility","display_name":"Source credibility","score":0.4821071922779083},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4256584048271179},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16816982626914978},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13969743251800537}],"concepts":[{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.9580217599868774},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.7668228149414062},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7346095442771912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6800158023834229},{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.569524884223938},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5372583270072937},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4894798994064331},{"id":"https://openalex.org/C2776620684","wikidata":"https://www.wikidata.org/wiki/Q7565144","display_name":"Source credibility","level":3,"score":0.4821071922779083},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4256584048271179},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16816982626914978},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13969743251800537},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3576840.3578308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3576840.3578308","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3576840.3578308","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Conference on Human Information Interaction and Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3576840.3578308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3576840.3578308","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3576840.3578308","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Conference on Human Information Interaction and Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1028286983","display_name":null,"funder_award_id":"335729","funder_id":"https://openalex.org/F4320335354","funder_display_name":"Strategic Research Council"},{"id":"https://openalex.org/G4082189121","display_name":null,"funder_award_id":"335729","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7446635361","display_name":"Technological and Societal Innovations to Cultivate Critical Reading in the Internet Era (CRITICAL)","funder_award_id":"335729","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320335354","display_name":"Strategic Research Council","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4327912466.pdf","grobid_xml":"https://content.openalex.org/works/W4327912466.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W134247037","https://openalex.org/W1883425343","https://openalex.org/W2079290972","https://openalex.org/W2084591134","https://openalex.org/W2101196063","https://openalex.org/W2150597317","https://openalex.org/W2243957453","https://openalex.org/W2397225306","https://openalex.org/W2514355231","https://openalex.org/W2582561810","https://openalex.org/W2595521492","https://openalex.org/W2739669026","https://openalex.org/W2746843421","https://openalex.org/W2779206865","https://openalex.org/W2803577513","https://openalex.org/W2899351518","https://openalex.org/W2904071468","https://openalex.org/W2942465698","https://openalex.org/W2944575651","https://openalex.org/W3011094448","https://openalex.org/W3032208390","https://openalex.org/W3037448378","https://openalex.org/W3043270131","https://openalex.org/W3094323101","https://openalex.org/W3101908935","https://openalex.org/W3106390308","https://openalex.org/W3132635576","https://openalex.org/W3190042511","https://openalex.org/W4286824741"],"related_works":["https://openalex.org/W3081379046","https://openalex.org/W2100028027","https://openalex.org/W4310502242","https://openalex.org/W4304145139","https://openalex.org/W3198351040","https://openalex.org/W3106787879","https://openalex.org/W2994676997","https://openalex.org/W3134802290","https://openalex.org/W4321198019","https://openalex.org/W2157392583"],"abstract_inverted_index":{"Social":[0],"media":[1,47,96],"is":[2,34,151,170],"now":[3,35],"an":[4,175],"important":[5],"source":[6],"of":[7,13,19,28,41,62,69,84,89,126,142,171,197,202],"everyday":[8],"information.":[9],"Given":[10],"the":[11,16,26,29,42,60,63,66,70,82,90,134,143,167,200],"plethora":[12],"scandals":[14],"concerning":[15],"rapid":[17],"spread":[18],"misinformation":[20],"and":[21,93,120,129,137,184],"disinformation":[22],"on":[23,31,45,50,59,86,102,116,182,199],"social":[24,46,95],"media,":[25],"credibility":[27,48,61,83,119,163,169,181],"content":[30,51,71],"these":[32],"platforms":[33],"a":[36,75,110,157,185,194],"pivotal":[37],"research":[38,198],"area.":[39],"Much":[40],"existing":[43],"work":[44],"focuses":[49],"credibility.":[52,149,204],"In":[53],"this":[54],"study,":[55],"however,":[56],"we":[57,105,192],"focus":[58],"profile":[64,148,162],"as":[65,109],"virtual":[67],"representation":[68],"author.":[72],"We":[73],"developed":[74],"real-time":[76],"machine-learning-based":[77],"online":[78,203],"tool":[79,108,177],"that":[80,133,154,166],"assesses":[81],"profiles":[85],"Twitter,":[87],"one":[88],"most":[91,144],"common":[92],"versatile":[94],"platforms.":[97],"To":[98],"investigate":[99],"user":[100,180,186],"perceptions":[101],"credibility-related":[103],"issues,":[104],"used":[106],"our":[107,127],"stimulus":[111],"for":[112,147],"people":[113,155],"to":[114,178,188],"reflect":[115],"their":[117,161],"profile\u2019s":[118],"collected":[121],"100":[122],"responses.":[123],"The":[124],"combination":[125],"quantitative":[128],"qualitative":[130],"analysis":[131],"reveals":[132],"latest":[135],"tweets":[136],"retweet":[138],"behavior":[139],"are":[140],"two":[141],"critical":[145],"factors":[146],"It":[150],"also":[152],"observed":[153],"demonstrate":[156],"limited":[158],"interest":[159],"in":[160],"but":[164],"agree":[165],"author\u2019s":[168],"paramount":[172],"importance.":[173],"With":[174],"open-source":[176],"assess":[179],"Twitter":[183],"study":[187],"establish":[189],"its":[190],"utility,":[191],"contribute":[193],"timely":[195],"piece":[196],"topic":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
