{"id":"https://openalex.org/W4312683736","doi":"https://doi.org/10.1145/3560470.3560473","title":"Microblog Authenticity Detection Based on Human-machine Collaboration","display_name":"Microblog Authenticity Detection Based on Human-machine Collaboration","publication_year":2022,"publication_date":"2022-05-06","ids":{"openalex":"https://openalex.org/W4312683736","doi":"https://doi.org/10.1145/3560470.3560473"},"language":"en","primary_location":{"id":"doi:10.1145/3560470.3560473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3560470.3560473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Human Machine Interaction (ICHMI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101574260","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0002-7415-5510"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I20616075","display_name":"Qinghai Normal University","ror":"https://ror.org/03az1t892","country_code":"CN","type":"education","lineage":["https://openalex.org/I20616075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["Northwestern Polytechnical University, China and \rThe State Key Laboratory of Tibetan Intelligent Information Processing and Application, Qinghai Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, China and \rThe State Key Laboratory of Tibetan Intelligent Information Processing and Application, Qinghai Normal University, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I20616075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112236419","display_name":"Yang Manyuan","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manyuan Yang","raw_affiliation_strings":["Northwestern Polytechnical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100701166","display_name":"Zhiwen Yu","orcid":"https://orcid.org/0000-0002-9905-3238"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Yu","raw_affiliation_strings":["Northwestern Polytechnical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.29380593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"16","last_page":"25"},"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":0.998199999332428,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/microblogging","display_name":"Microblogging","score":0.9804813861846924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8272671699523926},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.8082567453384399},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.8005268573760986},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6755788326263428},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5840439200401306},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42765021324157715},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4118623733520508},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3735528588294983},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.339015930891037},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3279929757118225},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2588214576244354},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.12702122330665588}],"concepts":[{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.9804813861846924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8272671699523926},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.8082567453384399},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8005268573760986},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6755788326263428},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5840439200401306},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42765021324157715},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4118623733520508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3735528588294983},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.339015930891037},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3279929757118225},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2588214576244354},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.12702122330665588},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3560470.3560473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3560470.3560473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Human Machine Interaction (ICHMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1557940919","https://openalex.org/W1994015089","https://openalex.org/W2041614930","https://openalex.org/W2050619059","https://openalex.org/W2066636486","https://openalex.org/W2114304925","https://openalex.org/W2153579005","https://openalex.org/W2289167287","https://openalex.org/W2294688454","https://openalex.org/W2406128552","https://openalex.org/W2468907370","https://openalex.org/W2519997155","https://openalex.org/W2544292608","https://openalex.org/W2550145321","https://openalex.org/W2591794136","https://openalex.org/W2594382603","https://openalex.org/W2604272474","https://openalex.org/W2735898654","https://openalex.org/W2766462585","https://openalex.org/W2767853748","https://openalex.org/W2910645120","https://openalex.org/W2997976265","https://openalex.org/W3080601402","https://openalex.org/W4234858422","https://openalex.org/W4236723364","https://openalex.org/W6645485993"],"related_works":["https://openalex.org/W2275433313","https://openalex.org/W2053241453","https://openalex.org/W2017590198","https://openalex.org/W2388687352","https://openalex.org/W2978974359","https://openalex.org/W2728430307","https://openalex.org/W2807186976","https://openalex.org/W2366256714","https://openalex.org/W3167322753","https://openalex.org/W1862057174"],"abstract_inverted_index":{"For":[0,95],"the":[1,5,17,28,34,37,41,45,54,58,71,75,82,110,125,142,146,158,162,167,174,182,187],"sake":[2],"of":[3,7,15,19,40,61,67,74,81,98,166],"determining":[4],"reliability":[6],"an":[8,121],"event,":[9],"this":[10],"paper":[11],"proposes":[12],"a":[13,20,78,96,117,179],"method":[14],"identifying":[16],"authenticity":[18],"microblog":[21,113],"event":[22,46],"based":[23],"on":[24],"human-machine":[25],"collaboration.":[26],"Using":[27],"Weibo":[29,62],"that":[30],"was":[31],"spoken":[32],"in":[33,44],"incident":[35],"and":[36,57,63,138,164,177,186],"public":[38],"information":[39,73],"users":[42],"participating":[43],"to":[47,141,156,160,172],"identify":[48],"false":[49,165],"incidents.":[50],"Then":[51,145],"separately":[52],"calculate":[53],"user's":[55],"credibility":[56,69],"emotional":[59,86],"stance":[60],"comments.":[64],"The":[65],"calculation":[66],"user":[68,76],"takes":[70],"complete":[72],"as":[77],"static":[79],"description":[80],"user.":[83],"When":[84],"performing":[85],"standpoint":[87],"detection,":[88],"we":[89],"divide":[90],"it":[91],"into":[92],"two":[93],"steps.":[94],"piece":[97],"Weibo,":[99],"its":[100],"comments":[101],"are":[102,114,130],"tested":[103],"for":[104,107,120],"further":[105],"computation,":[106],"different":[108],"microblog,":[109],"emotions":[111],"between":[112],"tested.":[115],"Building":[116],"graph":[118,143],"model":[119,147,159,176],"event.":[122,168],"While":[123],"processing":[124],"model,":[126],"some":[127],"special":[128],"microblogs":[129,137],"extracted.":[131],"Human":[132],"will":[133,148],"deal":[134],"with":[135],"these":[136],"give":[139],"feedback":[140],"model.":[144],"be":[149],"changed":[150],"accordingly.":[151],"Finally,":[152],"GCN":[153],"is":[154,184],"leveraged":[155],"process":[157],"obtain":[161],"true":[163],"Through":[169],"extensive":[170],"experiments":[171],"verify":[173],"proposed":[175],"show":[178],"comparative":[180],"performance,":[181],"accuracy":[183],"89.34":[185],"F-score":[188],"reaches0.9375.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}