{"id":"https://openalex.org/W4200301699","doi":"https://doi.org/10.1108/ajim-04-2021-0122","title":"Recurrence quantification analysis of Q&A behavior from the perspective of explicit and tacit knowledge \u2013 an empirical study based on Zhihu's hashtags","display_name":"Recurrence quantification analysis of Q&A behavior from the perspective of explicit and tacit knowledge \u2013 an empirical study based on Zhihu's hashtags","publication_year":2021,"publication_date":"2021-12-06","ids":{"openalex":"https://openalex.org/W4200301699","doi":"https://doi.org/10.1108/ajim-04-2021-0122"},"language":"en","primary_location":{"id":"doi:10.1108/ajim-04-2021-0122","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-04-2021-0122","pdf_url":null,"source":{"id":"https://openalex.org/S4210181081","display_name":"Aslib Journal of Information Management","issn_l":"2050-3806","issn":["2050-3806","2050-3814"],"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":"Aslib Journal of Information Management","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/A5080875437","display_name":"Xin Feng","orcid":"https://orcid.org/0000-0002-0140-8003"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Feng","raw_affiliation_strings":["School of Economics and Management, Information Center for Military and Civilian Collaboration of Beijing-Tianjin-Hebei, Yanshan University, Qinhuangdao, PR China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Information Center for Military and Civilian Collaboration of Beijing-Tianjin-Hebei, Yanshan University, Qinhuangdao, PR China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039715747","display_name":"Xu Wang","orcid":"https://orcid.org/0000-0002-8789-7951"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Wang","raw_affiliation_strings":["School of Economics and Management, Information Center for Military and Civilian Collaboration of Beijing-Tianjin-Hebei, Yanshan University, Qinhuangdao, PR China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Information Center for Military and Civilian Collaboration of Beijing-Tianjin-Hebei, Yanshan University, Qinhuangdao, PR China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002380382","display_name":"Tianjiao Wang","orcid":"https://orcid.org/0000-0003-2149-0937"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianjiao Wang","raw_affiliation_strings":["Guangdong University of Foreign Studies, Guangzhou, PR China"],"affiliations":[{"raw_affiliation_string":"Guangdong University of Foreign Studies, Guangzhou, PR China","institution_ids":["https://openalex.org/I186272606"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080875437"],"corresponding_institution_ids":["https://openalex.org/I39333907"],"apc_list":null,"apc_paid":null,"fwci":1.377,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85871412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"74","issue":"3","first_page":"377","last_page":"398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9957000017166138,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9829999804496765,"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/tacit-knowledge","display_name":"Tacit knowledge","score":0.6942846775054932},{"id":"https://openalex.org/keywords/explicit-knowledge","display_name":"Explicit knowledge","score":0.6517201066017151},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5929598808288574},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5050104260444641},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4981248378753662},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4857669174671173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48065435886383057},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4639672040939331},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4599034786224365},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.45446744561195374},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4219611585140228},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27676403522491455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.266903281211853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20760664343833923},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.19486737251281738},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.17791083455085754},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1704115867614746},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.16828486323356628}],"concepts":[{"id":"https://openalex.org/C2779561248","wikidata":"https://www.wikidata.org/wiki/Q743861","display_name":"Tacit knowledge","level":2,"score":0.6942846775054932},{"id":"https://openalex.org/C56814567","wikidata":"https://www.wikidata.org/wiki/Q1323686","display_name":"Explicit knowledge","level":2,"score":0.6517201066017151},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5929598808288574},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5050104260444641},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4981248378753662},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4857669174671173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48065435886383057},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4639672040939331},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4599034786224365},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.45446744561195374},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4219611585140228},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27676403522491455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.266903281211853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20760664343833923},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.19486737251281738},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.17791083455085754},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1704115867614746},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.16828486323356628},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ajim-04-2021-0122","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-04-2021-0122","pdf_url":null,"source":{"id":"https://openalex.org/S4210181081","display_name":"Aslib Journal of Information Management","issn_l":"2050-3806","issn":["2050-3806","2050-3814"],"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":"Aslib Journal of Information Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W116814632","https://openalex.org/W143915283","https://openalex.org/W334226107","https://openalex.org/W1161579542","https://openalex.org/W1730818938","https://openalex.org/W1800984035","https://openalex.org/W1825998485","https://openalex.org/W1972936364","https://openalex.org/W1980724258","https://openalex.org/W1992946674","https://openalex.org/W2002115958","https://openalex.org/W2019569172","https://openalex.org/W2047509297","https://openalex.org/W2054134762","https://openalex.org/W2066468246","https://openalex.org/W2081681829","https://openalex.org/W2083361829","https://openalex.org/W2096059703","https://openalex.org/W2102174702","https://openalex.org/W2108139264","https://openalex.org/W2121981962","https://openalex.org/W2129954803","https://openalex.org/W2138086794","https://openalex.org/W2151112777","https://openalex.org/W2176307383","https://openalex.org/W2179316705","https://openalex.org/W2202561549","https://openalex.org/W2286190741","https://openalex.org/W2365343410","https://openalex.org/W2489950494","https://openalex.org/W2538723194","https://openalex.org/W2730569919","https://openalex.org/W2765509013","https://openalex.org/W2789338679","https://openalex.org/W2794186712","https://openalex.org/W2795192208","https://openalex.org/W2892136389","https://openalex.org/W2898910836","https://openalex.org/W2934933251","https://openalex.org/W2949125704","https://openalex.org/W2962999009","https://openalex.org/W2966266855","https://openalex.org/W2975166417","https://openalex.org/W2981052389","https://openalex.org/W3003400438","https://openalex.org/W3010246639","https://openalex.org/W3028498245","https://openalex.org/W3031940997","https://openalex.org/W3080158278","https://openalex.org/W3087864546","https://openalex.org/W3169217679","https://openalex.org/W3172877489","https://openalex.org/W3191375957","https://openalex.org/W3202562113","https://openalex.org/W3211778135"],"related_works":["https://openalex.org/W3008619266","https://openalex.org/W2489417423","https://openalex.org/W2514210298","https://openalex.org/W1983175275","https://openalex.org/W193058499","https://openalex.org/W3103273","https://openalex.org/W2478158177","https://openalex.org/W4231483398","https://openalex.org/W2998007617","https://openalex.org/W2372627579"],"abstract_inverted_index":{"Purpose":[0],"The":[1,92,139],"purpose":[2],"of":[3,13,37,50,63,67,72,86,122,148,157,181],"this":[4,57],"research":[5,45,140],"is":[6],"to":[7],"investigate":[8,29],"the":[9,30,34,44,48,60,64,68,81,98,102,114,118,123,131,146,149,167,174,178,182],"time":[10],"structure":[11],"characteristics":[12,62],"collaborative":[14],"knowledge":[15,38,116,125,158,169,175],"production":[16,159],"behaviors":[17,160],"in":[18,153],"Q&A":[19],"(question-and-answer)":[20],"communities":[21],"for":[22,145,166],"explicit":[23,87,124],"and":[24,27,33,53,75,78,83,88,110,130,161,171,177],"tacit":[25,89,115],"knowledge,":[26],"systematically":[28],"supply":[31],"side":[32,36],"demand":[35],"production.":[39],"Design/methodology/approach":[40],"Taking":[41],"Zhihu":[42],"as":[43],"object,":[46],"using":[47],"methods":[49],"recurrence":[51,54,150],"plot":[52,151],"quantification":[55],"analysis,":[56],"paper":[58],"analyzes":[59],"recursive":[61],"motion":[65],"trajectories":[66],"three":[69],"behavioral":[70],"sequences":[71],"questioning,":[73],"answering,":[74],"discussion,":[76],"qualitatively":[77],"quantitatively":[79],"analyzing":[80],"generation":[82,170],"evolution":[84],"mechanism":[85],"knowledge.":[90],"Findings":[91],"results":[93],"show":[94],"that":[95],"compared":[96],"with":[97,113],"demand-side":[99,119],"behavior":[100,104,120,133],"sequence,":[101],"supply-side":[103,132],"sequence":[105,121,134],"exhibits":[106],"higher":[107],"stability,":[108],"complexity":[109],"periodicity.":[111],"Compared":[112],"topics,":[117],"topics":[126],"shows":[127,135],"stronger":[128],"nonlinearity,":[129],"lower":[136],"complexity.":[137],"Originality/value":[138],"conclusions":[141],"provide":[142],"preliminary":[143],"evidence":[144],"effectiveness":[147],"method":[152],"distinguishing":[154],"different":[155],"types":[156],"have":[162],"important":[163],"application":[164],"value":[165],"\u201ccrowdsourcing\u201d":[168],"identification":[172],"under":[173],"economy":[176],"sustainable":[179],"development":[180],"socialized":[183],"question-and-answer":[184],"community.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}