{"id":"https://openalex.org/W4302027553","doi":"https://doi.org/10.1108/ajim-04-2022-0229","title":"Analysis of the structure and time-series evolution of knowledge label network from a complex perspective","display_name":"Analysis of the structure and time-series evolution of knowledge label network from a complex perspective","publication_year":2022,"publication_date":"2022-10-05","ids":{"openalex":"https://openalex.org/W4302027553","doi":"https://doi.org/10.1108/ajim-04-2022-0229"},"language":"en","primary_location":{"id":"doi:10.1108/ajim-04-2022-0229","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-04-2022-0229","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/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":true,"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, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Information Center for Military and Civilian Collaboration of Beijing-Tianjin-Hebei, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","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":false,"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, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Information Center for Military and Civilian Collaboration of Beijing-Tianjin-Hebei, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062185414","display_name":"Yuan Guo","orcid":"https://orcid.org/0000-0002-6852-3866"},"institutions":[{"id":"https://openalex.org/I95946905","display_name":"Hebei GEO University","ror":"https://ror.org/013x4kb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I95946905"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Guo","raw_affiliation_strings":["School of Information Engineering, Hebei GEO University, Shijiazhuang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Hebei GEO University, Shijiazhuang, China","institution_ids":["https://openalex.org/I95946905"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039715747"],"corresponding_institution_ids":["https://openalex.org/I39333907"],"apc_list":null,"apc_paid":null,"fwci":0.6085,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65622164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"75","issue":"6","first_page":"1056","last_page":"1078"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6773964762687683},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5823715925216675},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.567333459854126},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5497437715530396},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5154536366462708},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49852442741394043},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.4475998878479004},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4404894709587097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39633649587631226},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38232386112213135},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3349551558494568},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.300376296043396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24909192323684692},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14272919297218323},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11113807559013367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6773964762687683},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5823715925216675},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.567333459854126},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5497437715530396},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5154536366462708},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49852442741394043},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.4475998878479004},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4404894709587097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39633649587631226},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38232386112213135},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3349551558494568},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.300376296043396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24909192323684692},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14272919297218323},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11113807559013367},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ajim-04-2022-0229","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-04-2022-0229","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W258720956","https://openalex.org/W2000042664","https://openalex.org/W2008620264","https://openalex.org/W2030319410","https://openalex.org/W2064521868","https://openalex.org/W2112090702","https://openalex.org/W2113813706","https://openalex.org/W2124637492","https://openalex.org/W2148606196","https://openalex.org/W2153624566","https://openalex.org/W2411920841","https://openalex.org/W2518646621","https://openalex.org/W2519290916","https://openalex.org/W2579437121","https://openalex.org/W2792307024","https://openalex.org/W2800905795","https://openalex.org/W2804128355","https://openalex.org/W2944820740","https://openalex.org/W3041680935","https://openalex.org/W3106827140","https://openalex.org/W3135610533","https://openalex.org/W3144665210","https://openalex.org/W3159431892","https://openalex.org/W3159956004","https://openalex.org/W3165080648","https://openalex.org/W3196468687","https://openalex.org/W3197974668","https://openalex.org/W4200201632","https://openalex.org/W4229375717","https://openalex.org/W4237791300","https://openalex.org/W4238452917","https://openalex.org/W4284673116","https://openalex.org/W4285579598"],"related_works":["https://openalex.org/W3175321409","https://openalex.org/W4312561791","https://openalex.org/W2389894046","https://openalex.org/W2215717369","https://openalex.org/W4312309719","https://openalex.org/W2974356760","https://openalex.org/W2980748541","https://openalex.org/W3115491726","https://openalex.org/W4313123484","https://openalex.org/W4386362517"],"abstract_inverted_index":{"Purpose":[0],"The":[1,210,272,373],"research":[2,26,76,349],"on":[3,421],"social":[4],"media-based":[5],"academic":[6],"communication":[7],"has":[8,253,315,376],"made":[9],"great":[10],"progress":[11],"with":[12,117],"the":[13,16,31,34,44,56,67,90,107,114,118,130,141,145,149,155,164,171,178,191,204,214,219,225,233,240,248,251,254,263,283,287,299,302,326,329,348,403,406,415,422],"development":[14,45,379],"of":[15,25,33,46,55,94,144,170,194,218,236,256,275,279,286,293,301,353,366,405,417,428],"mobile":[17],"Internet":[18],"era,":[19],"and":[20,42,50,89,92,102,106,154,167,189,228,239,259,304,310,331,335,347,355,362,368,370,392,425],"while":[21,289],"a":[22,72,125,268,276,290,316,333,409],"large":[23,291],"number":[24,278,292],"results":[27,211],"have":[28,332],"emerged,":[29],"clarifying":[30],"topology":[32],"knowledge":[35,48,312,321],"label":[36,294,322],"network":[37,146,151,195,237,241,252,303,397,419],"(KLN)":[38],"in":[39,78,173,232,381],"this":[40,79,174,382],"field":[41,80],"showing":[43],"its":[47,311],"labels":[49,109,391],"related":[51],"concepts":[52],"is":[53,137,184,221,267,359,386],"one":[54],"issues":[57],"that":[58,213,365],"must":[59],"be":[60,431],"faced.":[61],"This":[62],"study":[63,407],"aims":[64],"to":[65,85,99,123,139,162,186,202,328,408],"discuss":[66],"aforementioned":[68],"issue.":[69],"Design/methodology/approach":[70],"From":[71],"bibliometric":[73],"perspective,":[74],"5,217":[75],"papers":[77],"from":[81,83,325],"CNKI":[82],"2011":[84],"2021":[86],"are":[87,97,110,159,296,341],"selected,":[88],"title":[91],"abstract":[93],"each":[95],"paper":[96],"subjected":[98],"subword":[100],"processing":[101],"topic":[103,352],"model":[104,183],"analysis,":[105],"extended":[108,390],"obtained":[111],"by":[112,388,395],"taking":[113],"merged":[115],"set":[116],"original":[119],"keywords,":[120],"so":[121,200],"as":[122,201],"construct":[124],"conceptually":[126],"expanded":[127],"KLN.":[128],"At":[129,247],"same":[131,249],"time,":[132,250],"appropriate":[133],"time":[134,180,264],"window":[135],"slicing":[136],"performed":[138],"observe":[140],"temporal":[142],"evolution":[143,165],"topology.":[147],"Specifically,":[148],"basic":[150],"topological":[152],"parameters":[153],"complex":[156],"modal":[157],"structure":[158,196],"analyzed":[160,394],"empirically":[161,393],"explore":[163],"pattern":[166,314],"inner":[168],"mechanism":[169],"KLN":[172,220,273,385],"domain.":[175],"In":[176,338,412],"addition,":[177,339],"ARIMA":[179],"series":[181],"prediction":[182],"used":[185],"further":[187,432],"predict":[188],"compare":[190,203],"changing":[192],"trend":[193],"among":[197,206],"different":[198,207,345],"disciplines,":[199,346],"differences":[205,343],"disciplines.":[208],"Findings":[209],"show":[212],"degree":[215],"sequence":[216],"distribution":[217],"power-law":[222],"distributed":[223,297],"during":[224],"growth":[226],"process,":[227],"it":[229],"performs":[230],"better":[231,378],"mature":[234],"stage":[235],"development,":[238],"shows":[242],"more":[243,360],"stable":[244,336],"scale-free":[245],"characteristics.":[246],"characteristics":[255],"\u201cshort":[257],"path":[258],"high":[260],"clustering\u201d":[261],"throughout":[262],"series,":[265],"which":[266,401],"typical":[269],"small-world":[270],"network.":[271],"consists":[274],"small":[277],"hub":[280,308],"nodes":[281,295,323],"occupying":[282],"core":[284],"position":[285],"network,":[288],"at":[298],"periphery":[300,330],"formed":[305],"around":[306],"these":[307],"nodes,":[309],"expansion":[313],"certain":[317,342,410],"retrospective":[318],"nature.":[319],"More":[320],"expand":[324],"center":[327],"gradual":[334],"trend.":[337],"there":[340],"between":[344],"direction":[350],"or":[351],"library":[354],"information":[356],"science":[357],"(LIS)":[358],"refined":[361],"deeper":[363],"than":[364],"journalism":[367],"media":[369],"computer":[371],"science.":[372],"LIS":[374],"discipline":[375],"shown":[377],"momentum":[380],"field.":[383],"Originality/value":[384],"constructed":[387],"using":[389,396],"frontier":[398],"conceptual":[399],"motifs,":[400],"reflects":[402],"innovation":[404],"extent.":[411],"future":[413],"research,":[414],"influence":[416],"larger-scale":[418],"motifs":[420],"structural":[423],"features":[424],"evolutionary":[426],"mechanisms":[427],"KLNs":[429],"will":[430],"explored.":[433]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}