{"id":"https://openalex.org/W4288049589","doi":"https://doi.org/10.1145/3524383.3524431","title":"Opportunities and Challenges of Joint Training of Postgraduate Students by the University-Industry Collaboration Institutions in Big Data Era","display_name":"Opportunities and Challenges of Joint Training of Postgraduate Students by the University-Industry Collaboration Institutions in Big Data Era","publication_year":2022,"publication_date":"2022-02-26","ids":{"openalex":"https://openalex.org/W4288049589","doi":"https://doi.org/10.1145/3524383.3524431"},"language":"en","primary_location":{"id":"doi:10.1145/3524383.3524431","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524383.3524431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Big Data and Education","raw_type":"proceedings-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/A5037449725","display_name":"Min Wu","orcid":"https://orcid.org/0000-0003-4821-860X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Wu","raw_affiliation_strings":["Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061717246","display_name":"Xinxin Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinxin Hao","raw_affiliation_strings":["Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041378430","display_name":"Xuehong Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuehong Wan","raw_affiliation_strings":["Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001218285","display_name":"Chenwei Ma","orcid":"https://orcid.org/0000-0001-6889-8679"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenwei Ma","raw_affiliation_strings":["Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062991263","display_name":"Yu Wu","orcid":"https://orcid.org/0000-0001-8708-9711"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wu","raw_affiliation_strings":["Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037449725"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":0.561,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73190146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13276","display_name":"University-Industry-Government Innovation Models","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13276","display_name":"University-Industry-Government Innovation Models","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13482","display_name":"Engineering Education and Technology","score":0.9265000224113464,"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/connotation","display_name":"Connotation","score":0.8327780365943909},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.7133104801177979},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6934056282043457},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6382094621658325},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.505728006362915},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.49440622329711914},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.4581663906574249},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.4504960775375366},{"id":"https://openalex.org/keywords/graduate-students","display_name":"Graduate students","score":0.4357197880744934},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.41702988743782043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3692384362220764},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3645108938217163},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.33786118030548096},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3294513523578644},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26860374212265015},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.25156891345977783},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2386915683746338},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1563071608543396},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.10561540722846985},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1000429093837738}],"concepts":[{"id":"https://openalex.org/C2778120531","wikidata":"https://www.wikidata.org/wiki/Q661062","display_name":"Connotation","level":2,"score":0.8327780365943909},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.7133104801177979},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6934056282043457},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6382094621658325},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.505728006362915},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.49440622329711914},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4581663906574249},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4504960775375366},{"id":"https://openalex.org/C3020528894","wikidata":"https://www.wikidata.org/wiki/Q20820271","display_name":"Graduate students","level":2,"score":0.4357197880744934},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.41702988743782043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3692384362220764},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3645108938217163},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33786118030548096},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3294513523578644},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26860374212265015},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.25156891345977783},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2386915683746338},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1563071608543396},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.10561540722846985},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1000429093837738},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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":1,"locations":[{"id":"doi:10.1145/3524383.3524431","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524383.3524431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Big Data and Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G7102382670","display_name":null,"funder_award_id":"SCU9275","funder_id":"https://openalex.org/F4320322990","funder_display_name":"Sichuan University"}],"funders":[{"id":"https://openalex.org/F4320322990","display_name":"Sichuan University","ror":"https://ror.org/011ashp19"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2066447918","https://openalex.org/W2095197847","https://openalex.org/W2355443419","https://openalex.org/W2561103686"],"related_works":["https://openalex.org/W2394171004","https://openalex.org/W2360733422","https://openalex.org/W2362583379","https://openalex.org/W4390608645","https://openalex.org/W2361870167","https://openalex.org/W2381092078","https://openalex.org/W2354471020","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2379563634"],"abstract_inverted_index":{"University-industry":[0],"cooperative":[1,38,47,149],"education":[2,150],"is":[3],"an":[4,118],"important":[5],"way":[6],"to":[7,62,161],"cultivate":[8],"graduate":[9,28,67,114],"students'":[10],"innovative":[11],"ability":[12],"and":[13,44,49,60,78,116,141,173,178],"practical":[14],"ability.":[15],"However,":[16],"there":[17],"are":[18],"some":[19],"problems":[20],"in":[21,151],"the":[22,63,76,81,85,90,93,99,108,130,133,136,152,164,167,170],"traditional":[23,109],"joint":[24,64,110],"training":[25,65,111],"model":[26,112],"of":[27,35,37,46,66,80,92,103,113,122,138,143,169],"students,":[29,115],"such":[30],"as":[31],"low":[32],"efficiency,":[33],"conflict":[34],"objectives":[36],"subjects,":[39],"a":[40],"mismatch":[41],"between":[42],"supply":[43],"demand":[45],"entities,":[48],"so":[50],"on.":[51],"The":[52,156],"big":[53,82,94,153],"data":[54,83,95,139,144,154],"technology":[55],"has":[56],"brought":[57],"new":[58],"opportunities":[59],"challenges":[61,165],"students":[68],"by":[69,147],"university-industry":[70,104,126,148],"cooperation":[71,105,127],"institutions.":[72,128],"Based":[73],"on":[74],"analyzing":[75],"connotation":[77],"characteristics":[79],"era,":[84],"paper":[86,134,157],"points":[87],"out":[88],"that":[89],"arrival":[91],"era":[96],"can":[97],"improve":[98],"information":[100],"integration":[101],"efficiency":[102],"institutions,":[106],"optimize":[107],"provide":[117],"effective":[119],"evaluation":[120],"mechanism":[121],"educational":[123],"quality":[124],"for":[125],"At":[129],"same":[131],"time,":[132],"discusses":[135,159],"difficulties":[137],"collection":[140],"disclosure":[142],"privacy":[145],"faced":[146],"era.":[155],"also":[158],"how":[160],"deal":[162],"with":[163],"from":[166],"perspective":[168],"government,":[171],"colleges":[172],"universities,":[174],"scientific":[175],"research":[176],"institutions":[177],"enterprises.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}