{"id":"https://openalex.org/W2885998864","doi":"https://doi.org/10.1109/tsmc.2018.2855806","title":"Exploring Trends and Patterns of Popularity Stage Evolution in Social Media","display_name":"Exploring Trends and Patterns of Popularity Stage Evolution in Social Media","publication_year":2018,"publication_date":"2018-08-07","ids":{"openalex":"https://openalex.org/W2885998864","doi":"https://doi.org/10.1109/tsmc.2018.2855806","mag":"2885998864"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2018.2855806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2018.2855806","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","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/A5034695084","display_name":"Qingchao Kong","orcid":"https://orcid.org/0000-0002-1929-8404"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingchao Kong","raw_affiliation_strings":["State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035983004","display_name":"Wenji Mao","orcid":"https://orcid.org/0000-0003-2323-5091"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenji Mao","raw_affiliation_strings":["School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038679333","display_name":"Guandan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guandan Chen","raw_affiliation_strings":["State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038521974","display_name":"Daniel Zeng","orcid":"https://orcid.org/0000-0002-9046-222X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daniel Zeng","raw_affiliation_strings":["School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034695084"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":2.3041,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.88651549,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"50","issue":"10","first_page":"3817","last_page":"3827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","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/T10064","display_name":"Complex Network Analysis Techniques","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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9948999881744385,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9911999702453613,"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/popularity","display_name":"Popularity","score":0.9889734387397766},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5831006765365601},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5670637488365173},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5418589115142822},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42730778455734253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3489585816860199},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17721813917160034},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13336580991744995},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08252465724945068},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07270047068595886}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.9889734387397766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5831006765365601},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5670637488365173},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5418589115142822},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42730778455734253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3489585816860199},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17721813917160034},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13336580991744995},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08252465724945068},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07270047068595886},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2018.2855806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2018.2855806","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3682574491","display_name":null,"funder_award_id":"ZDRW-XH-2017-3","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G5195140863","display_name":null,"funder_award_id":"2016QY02D0305","funder_id":"https://openalex.org/F4320321540","funder_display_name":"Ministry of Science and Technology of the People's Republic of China"},{"id":"https://openalex.org/G5658744965","display_name":null,"funder_award_id":"71702181","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G997903294","display_name":null,"funder_award_id":"71621002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320321540","display_name":"Ministry of Science and Technology of the People's Republic of China","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W605727707","https://openalex.org/W863049760","https://openalex.org/W1497522841","https://openalex.org/W1941659294","https://openalex.org/W1980263777","https://openalex.org/W1992537918","https://openalex.org/W1995594277","https://openalex.org/W1995662310","https://openalex.org/W1996263819","https://openalex.org/W2000213460","https://openalex.org/W2004355295","https://openalex.org/W2007086802","https://openalex.org/W2020221730","https://openalex.org/W2022063488","https://openalex.org/W2026302857","https://openalex.org/W2042034885","https://openalex.org/W2052817812","https://openalex.org/W2062261051","https://openalex.org/W2064675550","https://openalex.org/W2078011332","https://openalex.org/W2112056172","https://openalex.org/W2120113177","https://openalex.org/W2127267264","https://openalex.org/W2141250202","https://openalex.org/W2144305663","https://openalex.org/W2156020699","https://openalex.org/W2171410332","https://openalex.org/W2172765159","https://openalex.org/W2190570825","https://openalex.org/W2256966518","https://openalex.org/W2287857833","https://openalex.org/W2295128139","https://openalex.org/W2307335555","https://openalex.org/W2406281999","https://openalex.org/W2415694308","https://openalex.org/W2468761488","https://openalex.org/W2551441958","https://openalex.org/W2565675150","https://openalex.org/W2566980712","https://openalex.org/W2765288407","https://openalex.org/W2767220239","https://openalex.org/W2963181988","https://openalex.org/W3104075975","https://openalex.org/W3104987177","https://openalex.org/W3125952634","https://openalex.org/W4232478844","https://openalex.org/W4298270085","https://openalex.org/W6623674706","https://openalex.org/W6677737612","https://openalex.org/W6681527806","https://openalex.org/W6685535452","https://openalex.org/W6714003741"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2093123876","https://openalex.org/W4388192780"],"abstract_inverted_index":{"The":[0,194],"popularity":[1,30,45,74,81,89,96,117,163,174,206],"of":[2,29,44,83,95,101,148,162,200],"online":[3,84],"contents":[4],"in":[5,108,183,192,204],"social":[6,189],"media":[7,190],"frequently":[8],"experiences":[9],"ebb":[10],"and":[11,13,24,36,38,53,68,86,91,98,126,139,165],"flow,":[12],"thus":[14],"its":[15,102],"evolution":[16,46,97,142,160,207],"often":[17],"involves":[18],"different":[19,149],"stages,":[20],"such":[21,62],"as":[22,63],"burst":[23,34,90],"valley.":[25],"Exploring":[26],"the":[27,42,80,93,99,116,123,130,146,153,158,178,185,198],"patterns":[28,161],"evolution,":[31],"especially":[32],"how":[33],"forms":[35],"decays,":[37],"even":[39],"further,":[40],"predicting":[41,79,205],"trends":[43],"is":[47],"both":[48,121],"an":[49],"important":[50],"research":[51],"topic":[52],"beneficial":[54],"to":[55,171],"support":[56],"decision":[57],"making":[58],"for":[59,115],"many":[60],"applications,":[61],"emergency":[64],"management,":[65],"business":[66],"intelligence,":[67],"public":[69],"security.":[70],"Previous":[71],"work":[72],"on":[73,78],"prediction":[75,100,119],"has":[76],"focused":[77],"volume":[82],"contents,":[85],"at":[87,122],"most,":[88],"ignored":[92],"exploration":[94],"stages.":[103,175,208],"To":[104],"fill":[105],"this":[106,109],"gap,":[107],"paper,":[110],"we":[111,133,156],"propose":[112],"our":[113,201],"method":[114,170],"stage":[118,143],"problem":[120],"microscopic":[124,131],"level":[125],"macroscopic":[127,154],"level.":[128],"At":[129,152],"level,":[132,155],"first":[134],"extract":[135,157],"multiple":[136],"dynamic":[137,150],"factors":[138],"infer":[140],"future":[141,173],"by":[144],"considering":[145],"contributions":[147],"factors.":[151],"overall":[159],"stages":[164],"adopt":[166],"a":[167],"pattern":[168],"matching-based":[169],"predict":[172],"We":[176],"evaluate":[177],"proposed":[179,202],"approach":[180,203],"using":[181],"tweets":[182],"SinaWeibo,":[184],"most":[186],"popular":[187],"Twitter-like":[188],"platform":[191],"China.":[193],"experimental":[195],"results":[196],"show":[197],"effectiveness":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
