{"id":"https://openalex.org/W3134493121","doi":"https://doi.org/10.1108/gs-09-2020-0118","title":"G-GERT network model of online public opinion reversal based on kernel and grey degree","display_name":"G-GERT network model of online public opinion reversal based on kernel and grey degree","publication_year":2021,"publication_date":"2021-03-02","ids":{"openalex":"https://openalex.org/W3134493121","doi":"https://doi.org/10.1108/gs-09-2020-0118","mag":"3134493121"},"language":"en","primary_location":{"id":"doi:10.1108/gs-09-2020-0118","is_oa":false,"landing_page_url":"https://doi.org/10.1108/gs-09-2020-0118","pdf_url":null,"source":{"id":"https://openalex.org/S4210188239","display_name":"Grey Systems Theory and Application","issn_l":"2043-9377","issn":["2043-9377","2043-9385"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Grey Systems: Theory and Application","raw_type":"journal-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/A5069427931","display_name":"Shuli Yan","orcid":"https://orcid.org/0000-0003-1598-1801"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuli Yan","raw_affiliation_strings":["School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-1598-1801","affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069032553","display_name":"Xiangyan Zeng","orcid":"https://orcid.org/0000-0001-7384-7227"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyan Zeng","raw_affiliation_strings":["School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014097443","display_name":"Pingping Xiong","orcid":"https://orcid.org/0000-0003-3089-5346"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingping Xiong","raw_affiliation_strings":["School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100385295","display_name":"Na Zhang","orcid":"https://orcid.org/0000-0003-3118-9523"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Zhang","raw_affiliation_strings":["Business School, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069427931"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":0.6563,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.67136555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"142","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9945999979972839,"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/T11121","display_name":"Public Relations and Crisis Communication","score":0.9538000226020813,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.7879378795623779},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.565089225769043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.559275209903717},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5178537964820862},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.45214658975601196},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.44082772731781006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38333016633987427},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3499745726585388},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.261729896068573},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1898067593574524},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.18652880191802979}],"concepts":[{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.7879378795623779},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.565089225769043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.559275209903717},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5178537964820862},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.45214658975601196},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.44082772731781006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38333016633987427},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3499745726585388},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.261729896068573},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1898067593574524},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.18652880191802979},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/gs-09-2020-0118","is_oa":false,"landing_page_url":"https://doi.org/10.1108/gs-09-2020-0118","pdf_url":null,"source":{"id":"https://openalex.org/S4210188239","display_name":"Grey Systems Theory and Application","issn_l":"2043-9377","issn":["2043-9377","2043-9385"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Grey Systems: Theory and Application","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1837601655","https://openalex.org/W1993313254","https://openalex.org/W2000601026","https://openalex.org/W2014484727","https://openalex.org/W2070411573","https://openalex.org/W2087949584","https://openalex.org/W2135109221","https://openalex.org/W2339548311","https://openalex.org/W2521553176","https://openalex.org/W2559234628","https://openalex.org/W2571434909","https://openalex.org/W2622716072","https://openalex.org/W2625272911","https://openalex.org/W2771643765","https://openalex.org/W2887071872","https://openalex.org/W2909036444","https://openalex.org/W2931412019","https://openalex.org/W2963314876","https://openalex.org/W2973856393","https://openalex.org/W2994433049","https://openalex.org/W2996843688","https://openalex.org/W3003558101","https://openalex.org/W3009093965","https://openalex.org/W3087758240"],"related_works":["https://openalex.org/W2353488264","https://openalex.org/W3107474891","https://openalex.org/W4230772827","https://openalex.org/W4250047567","https://openalex.org/W2360188235","https://openalex.org/W2740728965","https://openalex.org/W1979779627","https://openalex.org/W3023581765","https://openalex.org/W2374950149","https://openalex.org/W2051277525"],"abstract_inverted_index":{"Purpose":[0],"In":[1],"recent":[2],"years,":[3],"online":[4,22,48,59,87,105],"public":[5,23,33,49,60,88,106,162,181],"opinion":[6,34,50,61,89,107,163,182],"reversal":[7,90,108,191],"incidents":[8],"have":[9,27],"been":[10],"occurring":[11],"frequently,":[12],"which":[13,193],"has":[14],"increased":[15],"the":[16,19,45,55,81,104,118,121,131,142,146,149,158,178,185,195,206],"complexity":[17],"of":[18,21,40,47,58,86,124,137,153,161,180,190],"evolution":[20,159],"opinion,":[24],"and":[25,36,77,80,84,98,135,174,188,198,209],"they":[26],"become":[28],"a":[29,63],"difficult":[30,199],"issue":[31],"for":[32,201,211],"management":[35],"control.":[37],"It":[38,155],"is":[39,72],"great":[41],"significance":[42],"to":[43,130],"explore":[44],"regularity":[46],"reversal.":[51,128,154],"Design/methodology/approach":[52],"Combined":[53],"with":[54],"grey":[56,64,78,175],"characteristics":[57],"information,":[62],"graphical":[65],"evaluation":[66],"review":[67],"technique":[68],"(G-GERT)":[69],"network":[70,144,169],"model":[71,170,204],"constructed":[73],"based":[74,171],"on":[75,172],"kernel":[76,173],"degree,":[79],"frequency,":[82,133,186],"probability":[83,134,187],"time":[85,136,189],"nodes":[91,115,126,140],"are":[92,111,194],"calculated":[93],"using":[94],"C":[95],"-marking":[96,100],"method":[97],"Z":[99],"method.":[101],"Findings":[102],"Throughout":[103],"events,":[109],"there":[110],"all":[112],"repeated":[113,122,138],"outbreak":[114,125,139],"occurring,":[116],"so":[117],"authors":[119,147],"regard":[120],"occurrence":[123],"as":[127],"According":[129],"average":[132],"in":[141],"G-GERT":[143,168],"model,":[145],"predict":[148],"corresponding":[150],"key":[151],"information":[152],"can":[156],"simulate":[157],"process":[160],"events":[164],"accurately.":[165],"Originality/value":[166],"The":[167,203],"degree":[176],"reveals":[177],"regulation":[179],"reversal,":[183],"predicts":[184],"nodes,":[192],"most":[196],"concerned":[197],"issues":[200],"decision-makers.":[202],"provides":[205],"decision":[207],"basis":[208],"reference":[210],"government":[212],"decision-making":[213],"departments.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}