{"id":"https://openalex.org/W2810347821","doi":"https://doi.org/10.1109/fskd.2017.8393177","title":"Analysis on employment situation of computer industry based on employing information data mining","display_name":"Analysis on employment situation of computer industry based on employing information data mining","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2810347821","doi":"https://doi.org/10.1109/fskd.2017.8393177","mag":"2810347821"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2017.8393177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2017.8393177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","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/A5017658649","display_name":"Jiqiao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiqiao Li","raw_affiliation_strings":["Department of Computer Science, Guangzhou University, Guangzhou, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Guangzhou University, Guangzhou, P.R. China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101430628","display_name":"Shaohong Zhang","orcid":"https://orcid.org/0000-0003-1841-2348"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohong Zhang","raw_affiliation_strings":["Department of Computer Science, Guangzhou University, Guangzhou, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Guangzhou University, Guangzhou, P.R. China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087483314","display_name":"Zongbao Yang","orcid":"https://orcid.org/0000-0002-1065-5014"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongbao Yang","raw_affiliation_strings":["Department of Computer Science, Guangzhou University, Guangzhou, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Guangzhou University, Guangzhou, P.R. China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017658649"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.23863378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":null,"first_page":"2551","last_page":"2556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9168000221252441,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9168000221252441,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9024999737739563,"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/specialty","display_name":"Specialty","score":0.6266053915023804},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6158044338226318},{"id":"https://openalex.org/keywords/computer-literacy","display_name":"Computer literacy","score":0.5256905555725098},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5154879689216614},{"id":"https://openalex.org/keywords/information-technology","display_name":"Information technology","score":0.44872042536735535},{"id":"https://openalex.org/keywords/professional-development","display_name":"Professional development","score":0.44662222266197205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4355418384075165},{"id":"https://openalex.org/keywords/computer-technology","display_name":"Computer technology","score":0.4179288148880005},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.37400734424591064},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3347548842430115},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.303530752658844},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25044864416122437},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.18216010928153992},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1730564534664154},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17199629545211792},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09373217821121216},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08582144975662231}],"concepts":[{"id":"https://openalex.org/C20387591","wikidata":"https://www.wikidata.org/wiki/Q930752","display_name":"Specialty","level":2,"score":0.6266053915023804},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6158044338226318},{"id":"https://openalex.org/C192531217","wikidata":"https://www.wikidata.org/wiki/Q595868","display_name":"Computer literacy","level":2,"score":0.5256905555725098},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5154879689216614},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.44872042536735535},{"id":"https://openalex.org/C51067260","wikidata":"https://www.wikidata.org/wiki/Q828812","display_name":"Professional development","level":2,"score":0.44662222266197205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4355418384075165},{"id":"https://openalex.org/C2986193123","wikidata":"https://www.wikidata.org/wiki/Q179310","display_name":"Computer technology","level":2,"score":0.4179288148880005},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.37400734424591064},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3347548842430115},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.303530752658844},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25044864416122437},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.18216010928153992},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1730564534664154},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17199629545211792},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09373217821121216},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08582144975662231},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2017.8393177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2017.8393177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1971970774","https://openalex.org/W2003187624","https://openalex.org/W2003363749","https://openalex.org/W2027773397","https://openalex.org/W2053767684","https://openalex.org/W2358752893","https://openalex.org/W2375272670"],"related_works":["https://openalex.org/W2173435990","https://openalex.org/W2147165425","https://openalex.org/W2015617396","https://openalex.org/W2181367476","https://openalex.org/W2370498500","https://openalex.org/W1998135768","https://openalex.org/W3158620204","https://openalex.org/W1965651321","https://openalex.org/W2394283949","https://openalex.org/W4313402739"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"with":[3],"the":[4,12,30,37,43,49,61,71,81,94,102,106,115,123,131],"growing":[5],"of":[6,14,51,87,114,122,138,145],"global":[7],"computer":[8,15,44,52,65,98,128,142],"professional":[9,53,62,83,89,95,124],"employment":[10,32,73,109,112],"demand,":[11],"recruitment":[13],"science":[16,66],"is":[17,41,57,67],"mainly":[18],"aimed":[19],"at":[20,36],"technology":[21],"upgrading":[22],"and":[23,26,39,85,111,148],"technological":[24],"innovation":[25],"so":[27],"on.":[28],"Facing":[29],"optimistic":[31],"environment,":[33],"University":[34],"both":[35],"house":[38],"abroad":[40],"reforming":[42],"courses":[45],"teaching":[46],"program,":[47],"increasing":[48],"intensity":[50],"skills":[54,96,125],"training.":[55],"There":[56],"no":[58],"doubt":[59],"that":[60],"prospect":[63],"for":[64,127,130,140],"very":[68],"bright.":[69],"Under":[70],"new":[72],"pressure,":[74],"it's":[75],"important":[76],"to":[77,79],"students":[78],"strengthen":[80],"student's":[82],"knowledge":[84],"training":[86],"their":[88],"quality.":[90],"This":[91],"paper":[92],"analyzes":[93],"which":[97],"professionals":[99],"need":[100],"in":[101],"future":[103],"based":[104],"on":[105],"domestic":[107,146],"current":[108],"information":[110],"situation":[113],"graduates.":[116],"We":[117],"make":[118],"a":[119,141],"brief":[120],"analysis":[121],"required":[126],"talent":[129],"future,":[132],"And":[133],"put":[134],"forward":[135],"some":[136],"suggestion":[137],"reform":[139],"specialty":[143],"course":[144],"colleges":[147],"universities.":[149]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}