{"id":"https://openalex.org/W4404135866","doi":"https://doi.org/10.1145/3686540.3686549","title":"Intelligent Predictive Algorithm Models of Refuting Information Forwarding Behaviors Considering Users' Personal Characteristics","display_name":"Intelligent Predictive Algorithm Models of Refuting Information Forwarding Behaviors Considering Users' Personal Characteristics","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4404135866","doi":"https://doi.org/10.1145/3686540.3686549"},"language":"en","primary_location":{"id":"doi:10.1145/3686540.3686549","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3686540.3686549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 6th International Conference on Big-data Service and Intelligent Computation","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/A5101919176","display_name":"Zongmin Li","orcid":"https://orcid.org/0000-0002-6000-0171"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zongmin Li","raw_affiliation_strings":["Business School, Sichuan University, China"],"raw_orcid":"https://orcid.org/0000-0002-6000-0171","affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhixuan Li","orcid":"https://orcid.org/0009-0001-0956-086X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixuan Li","raw_affiliation_strings":["Business School, Sichuan University, China"],"raw_orcid":"https://orcid.org/0009-0001-0956-086X","affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101919176"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31023252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9994000196456909,"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":0.9994000196456909,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.986299991607666,"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":0.9825000166893005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7498580813407898},{"id":"https://openalex.org/keywords/personally-identifiable-information","display_name":"Personally identifiable information","score":0.5228022336959839},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3447622060775757},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1741754114627838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7498580813407898},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.5228022336959839},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3447622060775757},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1741754114627838}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3686540.3686549","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3686540.3686549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 6th International Conference on Big-data Service and Intelligent Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5648686994","display_name":null,"funder_award_id":"Grant No. 72174134","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2205358473","https://openalex.org/W2277717258","https://openalex.org/W2790166049","https://openalex.org/W2914723769","https://openalex.org/W2917551198","https://openalex.org/W2958220853","https://openalex.org/W3011538386","https://openalex.org/W3080295236","https://openalex.org/W3084376785","https://openalex.org/W3107058614","https://openalex.org/W3108011434","https://openalex.org/W3110713756","https://openalex.org/W3129651698","https://openalex.org/W3188262556","https://openalex.org/W3207367554","https://openalex.org/W3216430737","https://openalex.org/W4200614934","https://openalex.org/W4287980374","https://openalex.org/W4303986149","https://openalex.org/W4312951456","https://openalex.org/W4381095471","https://openalex.org/W4384699869","https://openalex.org/W4387979033","https://openalex.org/W4388899945","https://openalex.org/W4390665578","https://openalex.org/W4392517053"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"The":[0,59,111],"massive":[1],"spread":[2],"of":[3,15,18,35,56,118,126],"misinformation":[4,57,69,79,164],"on":[5,93],"social":[6,24],"media":[7],"platforms":[8],"not":[9],"only":[10],"leads":[11],"to":[12,42,52,68,129],"the":[13,23,32,54,149,161],"generation":[14],"irrational":[16],"behaviors":[17],"users,":[19],"but":[20],"also":[21],"threatens":[22],"order.":[25],"Users":[26],"occupy":[27],"an":[28,49],"important":[29,50,135],"position":[30],"in":[31,152],"governance":[33],"process":[34],"misinformation.":[36],"In":[37],"this":[38,153],"study,":[39],"users'":[40,89,130],"willingness":[41],"forward":[43],"refuting":[44,80,137],"information":[45],"is":[46],"taken":[47],"as":[48,85],"indicator":[51],"measure":[53],"effectiveness":[55],"governance.":[58,70,165],"neutralization":[60],"technique":[61],"and":[62,78,100,140],"norm":[63],"activation":[64],"model":[65],"are":[66,82,108,133,144,158],"applied":[67],"Psychological":[71],"mechanism,":[72],"normative":[73],"ethics,":[74],"demographic":[75],"informatics":[76],"characteristics,":[77],"methods":[81],"all":[83,115],"considered":[84],"indicators":[86,120,127],"for":[87,147,160],"predicting":[88],"forwarding":[90],"behaviors.":[91],"Based":[92],"support":[94],"vector":[95],"machine,":[96],"XGBoost,":[97],"random":[98,141],"forest":[99,142],"artificial":[101],"neural":[102],"network":[103],"algorithms,":[104],"four":[105,116],"prediction":[106,150],"models":[107,151],"constructed":[109],"respectively.":[110],"results":[112],"show":[113],"that":[114],"categories":[117],"predictive":[119],"have":[121],"good":[122],"predictability.":[123],"Three":[124],"types":[125],"related":[128],"personal":[131],"characteristics":[132],"more":[134,145],"than":[136],"methods.":[138],"XGBoost":[139],"algorithms":[143],"suitable":[146],"constructing":[148],"paper.":[154],"Finally,":[155],"specific":[156],"suggestions":[157],"proposed":[159],"government":[162],"department's":[163]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
