{"id":"https://openalex.org/W3161403120","doi":"https://doi.org/10.1155/2021/1444755","title":"Social Network Big Data Hierarchical High\u2010Quality Node Mining","display_name":"Social Network Big Data Hierarchical High\u2010Quality Node Mining","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3161403120","doi":"https://doi.org/10.1155/2021/1444755","mag":"3161403120"},"language":"en","primary_location":{"id":"doi:10.1155/2021/1444755","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1444755","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/1444755.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/1444755.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102749238","display_name":"Dongning Jia","orcid":"https://orcid.org/0000-0003-1514-208X"},"institutions":[{"id":"https://openalex.org/I4210113896","display_name":"Qingdao National Laboratory for Marine Science and Technology","ror":"https://ror.org/026sv7t11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210113896"]},{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongning Jia","raw_affiliation_strings":["Ocean University of China, Qingdao Shandong 266100, China ouc.edu.cn","Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237, China qnlm.ac","Ocean University of China, Qingdao Shandong 266100","Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237"],"raw_orcid":"https://orcid.org/0000-0003-1514-208X","affiliations":[{"raw_affiliation_string":"Ocean University of China, Qingdao Shandong 266100, China ouc.edu.cn","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237, China qnlm.ac","institution_ids":["https://openalex.org/I4210113896"]},{"raw_affiliation_string":"Ocean University of China, Qingdao Shandong 266100","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237","institution_ids":["https://openalex.org/I4210113896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727285","display_name":"Bo Yin","orcid":"https://orcid.org/0000-0001-5011-7897"},"institutions":[{"id":"https://openalex.org/I4210113896","display_name":"Qingdao National Laboratory for Marine Science and Technology","ror":"https://ror.org/026sv7t11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210113896"]},{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Yin","raw_affiliation_strings":["Ocean University of China, Qingdao Shandong 266100, China ouc.edu.cn","Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237, China qnlm.ac","Ocean University of China, Qingdao Shandong 266100","Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237"],"raw_orcid":"https://orcid.org/0000-0001-5011-7897","affiliations":[{"raw_affiliation_string":"Ocean University of China, Qingdao Shandong 266100, China ouc.edu.cn","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237, China qnlm.ac","institution_ids":["https://openalex.org/I4210113896"]},{"raw_affiliation_string":"Ocean University of China, Qingdao Shandong 266100","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237","institution_ids":["https://openalex.org/I4210113896"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101614353","display_name":"Xianqing Huang","orcid":"https://orcid.org/0000-0002-7594-3842"},"institutions":[{"id":"https://openalex.org/I4210113896","display_name":"Qingdao National Laboratory for Marine Science and Technology","ror":"https://ror.org/026sv7t11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210113896"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianqing Huang","raw_affiliation_strings":["Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237, China qnlm.ac","Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237"],"raw_orcid":"https://orcid.org/0000-0002-7594-3842","affiliations":[{"raw_affiliation_string":"Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237, China qnlm.ac","institution_ids":["https://openalex.org/I4210113896"]},{"raw_affiliation_string":"Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao Shandong 266237","institution_ids":["https://openalex.org/I4210113896"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100727285"],"corresponding_institution_ids":["https://openalex.org/I4210113896","https://openalex.org/I59028903"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":1.0373,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82122058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13098","display_name":"Conferences and Exhibitions Management","score":0.9624000191688538,"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/T13098","display_name":"Conferences and Exhibitions Management","score":0.9624000191688538,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9610999822616577,"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":0.9319999814033508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8895052671432495},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6265096664428711},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5711047053337097},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5219144821166992},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5104919672012329},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.497510701417923},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49106597900390625},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31041160225868225},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1480134129524231}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8895052671432495},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6265096664428711},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5711047053337097},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5219144821166992},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5104919672012329},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.497510701417923},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49106597900390625},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31041160225868225},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1480134129524231},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/1444755","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1444755","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/1444755.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3e34e0d1493440efa56fb299ebeb84ce","is_oa":false,"landing_page_url":"https://doaj.org/article/3e34e0d1493440efa56fb299ebeb84ce","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/1444755","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1444755","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/1444755.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3161403120.pdf","grobid_xml":"https://content.openalex.org/works/W3161403120.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2612301670","https://openalex.org/W2625555835","https://openalex.org/W2743999154","https://openalex.org/W2758859316","https://openalex.org/W2767327746","https://openalex.org/W2787456091","https://openalex.org/W2787640683","https://openalex.org/W2792990871","https://openalex.org/W2796108544","https://openalex.org/W2800333278","https://openalex.org/W2803201508","https://openalex.org/W2858620482","https://openalex.org/W2889153661","https://openalex.org/W2941799245","https://openalex.org/W2950723285","https://openalex.org/W2963512530","https://openalex.org/W3042303709","https://openalex.org/W3044806259","https://openalex.org/W3045909625","https://openalex.org/W3100984977","https://openalex.org/W3104737638","https://openalex.org/W3123154008","https://openalex.org/W3124701710"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2476079015","https://openalex.org/W2556086418","https://openalex.org/W2747027460"],"abstract_inverted_index":{"Compared":[0],"with":[1,224],"the":[2,7,33,48,60,90,121,124,130,146,151,155,160,170,174,180,199,209,236],"conventional":[3,34],"network":[4,13,41,99,221],"data":[5,8,42,92,95,109,111,115,132,223],"analysis,":[6,20,24,43],"analysis":[9,35,49,93,133,181,192],"based":[10,65],"on":[11,66],"social":[12,40,98,220],"has":[14],"a":[15,104,187,205,243],"very":[16],"clear":[17],"object":[18],"of":[19,23,30,59,106,120,126,148,153,157,162],"various":[21],"forms":[22],"and":[25,28,69,84,97,113,118,128,159,166,168,208,232,247],"more":[26],"methods":[27,36,68,177],"contents":[29],"analysis.":[31],"If":[32],"are":[37,63,164,183],"applied":[38,178],"to":[39,89,140,185,197,214,227,242],"we":[44],"will":[45],"find":[46],"that":[47],"results":[50,58,134,171,193],"do":[51],"not":[52],"reach":[53],"our":[54],"expected":[55],"results.":[56],"The":[57,191],"above":[61],"studies":[62],"usually":[64],"statistical":[67],"machine":[70],"learning":[71],"methods,":[72,78,94],"but":[73],"some":[74],"systems":[75],"use":[76],"other":[77],"such":[79],"as":[80],"self\u2010organizing":[81],"self\u2010learning":[82],"mechanisms":[83],"concept":[85],"retrieval.":[86],"With":[87],"regard":[88],"current":[91,200],"models,":[96],"data,":[100],"this":[101,144],"paper":[102],"conducts":[103],"series":[105],"researches":[107],"from":[108,235],"acquisition,":[110],"cleaning":[112],"processing,":[114],"model":[116,122,241],"application":[117],"optimization":[119],"in":[123,179,204],"process":[125,182],"application,":[127],"how":[129],"formed":[131],"can":[135,194],"be":[136,195,215],"used":[137,196],"for":[138],"managers":[139],"make":[141],"decisions.":[142],"In":[143],"paper,":[145],"number":[147],"customer":[149,188,251],"evaluations,":[150],"time":[152],"evaluation,":[154,158],"frequency":[156],"score":[161],"evaluation":[163],"clustered":[165],"analyzed,":[167],"finally,":[169],"obtained":[172],"by":[173],"two":[175],"clustering":[176],"compared":[184],"build":[186],"grading":[189],"system.":[190],"maintain":[198],"Amazon":[201],"purchase":[202],"customers":[203,212],"hierarchical":[206],"manner,":[207],"most":[210],"valuable":[211],"need":[213],"given":[216],"key":[217],"attention,":[218],"combining":[219],"big":[222],"micro":[225],"marketing":[226],"improve":[228],"Amazon\u2019s":[229],"sales":[230],"performance":[231],"influence,":[233],"developing":[234],"original":[237],"single":[238],"shopping":[239],"mall":[240],"comprehensive":[244],"e\u2010commerce":[245],"platform,":[246],"cultivating":[248],"their":[249],"own":[250],"base.":[252]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
