{"id":"https://openalex.org/W3206290358","doi":"https://doi.org/10.1155/2021/9936385","title":"Teaching System of Embedded Mechanical Manufacturing Specialty Based on Deep Learning","display_name":"Teaching System of Embedded Mechanical Manufacturing Specialty Based on Deep Learning","publication_year":2021,"publication_date":"2021-10-21","ids":{"openalex":"https://openalex.org/W3206290358","doi":"https://doi.org/10.1155/2021/9936385","mag":"3206290358"},"language":"en","primary_location":{"id":"doi:10.1155/2021/9936385","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9936385","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/9936385.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","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/misy/2021/9936385.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021225668","display_name":"Honghua Liu","orcid":"https://orcid.org/0000-0001-7257-9021"},"institutions":[{"id":"https://openalex.org/I1296452710","display_name":"Hunan International Economics University","ror":"https://ror.org/01551ga11","country_code":"CN","type":"education","lineage":["https://openalex.org/I1296452710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghua Liu","raw_affiliation_strings":["College of Information and Mechatronical Engineering, Hunan International Economics University, Changsha 410205, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Mechatronical Engineering, Hunan International Economics University, Changsha 410205, Hunan, China","institution_ids":["https://openalex.org/I1296452710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026406464","display_name":"Wenping Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I1296452710","display_name":"Hunan International Economics University","ror":"https://ror.org/01551ga11","country_code":"CN","type":"education","lineage":["https://openalex.org/I1296452710"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"WenPing Tan","raw_affiliation_strings":["College of Information and Mechatronical Engineering, Hunan International Economics University, Changsha 410205, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-4111-1642","affiliations":[{"raw_affiliation_string":"College of Information and Mechatronical Engineering, Hunan International Economics University, Changsha 410205, Hunan, China","institution_ids":["https://openalex.org/I1296452710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100984394","display_name":"Jingzhong Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I1296452710","display_name":"Hunan International Economics University","ror":"https://ror.org/01551ga11","country_code":"CN","type":"education","lineage":["https://openalex.org/I1296452710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingzhong Gong","raw_affiliation_strings":["College of Information and Mechatronical Engineering, Hunan International Economics University, Changsha 410205, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Mechatronical Engineering, Hunan International Economics University, Changsha 410205, Hunan, China","institution_ids":["https://openalex.org/I1296452710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006550910","display_name":"Pinghui Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I1296452710","display_name":"Hunan International Economics University","ror":"https://ror.org/01551ga11","country_code":"CN","type":"education","lineage":["https://openalex.org/I1296452710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pinghui Hu","raw_affiliation_strings":["College of Information and Mechatronical Engineering, Hunan International Economics University, Changsha 410205, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Mechatronical Engineering, Hunan International Economics University, Changsha 410205, Hunan, China","institution_ids":["https://openalex.org/I1296452710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026406464"],"corresponding_institution_ids":["https://openalex.org/I1296452710"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.4197,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70192059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.8906000256538391,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13567","display_name":"AI and Multimedia in Education","score":0.8906000256538391,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.8339999914169312,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.8030999898910522,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/status-quo","display_name":"Status quo","score":0.7493009567260742},{"id":"https://openalex.org/keywords/vocational-education","display_name":"Vocational education","score":0.7183969020843506},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6014950275421143},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5199345946311951},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.5069899559020996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48914769291877747},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.460918664932251},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.4509550631046295},{"id":"https://openalex.org/keywords/professional-development","display_name":"Professional development","score":0.44032588601112366},{"id":"https://openalex.org/keywords/specialty","display_name":"Specialty","score":0.4318876564502716},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3699815273284912},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2676079273223877},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24567663669586182},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.19354555010795593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13204190135002136},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09711495041847229}],"concepts":[{"id":"https://openalex.org/C2776748549","wikidata":"https://www.wikidata.org/wiki/Q201610","display_name":"Status quo","level":2,"score":0.7493009567260742},{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.7183969020843506},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6014950275421143},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5199345946311951},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.5069899559020996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48914769291877747},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.460918664932251},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4509550631046295},{"id":"https://openalex.org/C51067260","wikidata":"https://www.wikidata.org/wiki/Q828812","display_name":"Professional development","level":2,"score":0.44032588601112366},{"id":"https://openalex.org/C20387591","wikidata":"https://www.wikidata.org/wiki/Q930752","display_name":"Specialty","level":2,"score":0.4318876564502716},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3699815273284912},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2676079273223877},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24567663669586182},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.19354555010795593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13204190135002136},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09711495041847229},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/9936385","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9936385","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/9936385.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bbe347b4b6fa4d90b4b028be0211a7cb","is_oa":true,"landing_page_url":"https://doaj.org/article/bbe347b4b6fa4d90b4b028be0211a7cb","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Information Systems, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/9936385","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9936385","pdf_url":"https://downloads.hindawi.com/journals/misy/2021/9936385.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3206290358.pdf","grobid_xml":"https://content.openalex.org/works/W3206290358.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1968953431","https://openalex.org/W1970126918","https://openalex.org/W2003504714","https://openalex.org/W2055594064","https://openalex.org/W2087630789","https://openalex.org/W2290452516","https://openalex.org/W2408845339","https://openalex.org/W2538532738","https://openalex.org/W2598096030","https://openalex.org/W2609711542","https://openalex.org/W2626597748","https://openalex.org/W2809905718","https://openalex.org/W2913445706","https://openalex.org/W2949979136","https://openalex.org/W2964608153","https://openalex.org/W3031117973","https://openalex.org/W3112372186","https://openalex.org/W3119528261","https://openalex.org/W3124443980","https://openalex.org/W3127361522","https://openalex.org/W3194802500","https://openalex.org/W4297825594","https://openalex.org/W6800285289"],"related_works":["https://openalex.org/W4386106790","https://openalex.org/W2171114985","https://openalex.org/W3121336575","https://openalex.org/W3123696707","https://openalex.org/W3125950882","https://openalex.org/W4386639330","https://openalex.org/W2386104528","https://openalex.org/W2883919278","https://openalex.org/W2475416227","https://openalex.org/W4386639265"],"abstract_inverted_index":{"With":[0,22],"the":[1,8,20,23,27,30,42,50,65,83,104,118,143,151,164,168,181,184,203,207,230,242,245,278,282,286,300,308,315,326,330,341,361],"increasing":[2],"development":[3],"of":[4,10,26,32,44,52,68,82,85,108,167,175,191,244,277,285,317,344,364],"electronic":[5],"computers":[6],"and":[7,34,61,78,106,117,124,157,179,206,266,304,329,348,370],"popularization":[9],"computer":[11],"technology,":[12],"management":[13],"systems":[14],"have":[15,90,271],"been":[16],"widely":[17],"used":[18,233],"in":[19,41,95,111,127,159,195,252,323,351,368],"society.":[21],"continuous":[24],"improvement":[25],"teaching":[28,35,66,126,148,173,221,235,250,253,258,261,264,268,283,292,331],"system,":[29],"methods":[31,236],"education":[33],"are":[36,131],"also":[37],"quietly":[38],"changing,":[39],"especially":[40],"field":[43],"higher":[45],"vocational":[46,53,96],"education.":[47],"Due":[48],"to":[49,237,340,358],"characteristics":[51],"education,":[54],"it":[55,355],"makes":[56],"\u201ctraining":[57],"project":[58],"progress":[59],"control\u201d":[60],"\u201cteaching":[62],"resource":[63],"integration\u201d":[64],"requirements":[67,120],"\u201cdistribution,\u201d":[69],"\u201cstrictly":[70],"restricting":[71],"daily":[72,228],"work":[73],"habits,\u201d":[74],"\u201cimproving":[75],"professional":[76,146,171,220,249,290,320],"quality,\u201d":[77],"\u201cteachers\u2019":[79],"effective":[80],"control":[81,208,231],"quality":[84,107],"students\u2019":[86],"personal":[87],"projects\u201d":[88],"that":[89,273,281,299,307,314],"become":[91],"increasingly":[92],"urgent":[93],"needs":[94],"colleges.":[97,373],"There":[98],"is":[99,294,302,310,322,338,356],"a":[100,132],"certain":[101],"gap":[102],"between":[103],"standards":[105],"talent":[109],"training":[110],"our":[112],"country\u2019s":[113],"applied":[114,128,160,176,197,352,371],"undergraduate":[115,129,161,177,198,353,372],"colleges,":[116,162,178],"society\u2019s":[119],"for":[121,135,183,210],"high-skilled":[122,137],"talents":[123],"practical":[125,257,260,263,267],"colleges":[130,199],"necessary":[133],"condition":[134],"cultivating":[136],"talent.":[138],"This":[139,312],"subject":[140],"research":[141,152,158],"takes":[142],"mechanical":[144,169,192,218,288,345,365],"manufacturing":[145,170,193,219,248,289,346,366],"practice":[147,172,291,321],"system":[149,174,222,251,332],"as":[150,202],"object,":[153],"conducts":[154],"in-depth":[155],"investigation":[156],"explores":[163],"status":[165],"quo":[166],"analyzes":[180],"reasons":[182],"problems.":[185],"In":[186,227],"this":[187],"study,":[188],"six":[189,196],"classes":[190],"majors":[194,347,367],"were":[200],"selected":[201],"experimental":[204,213],"group":[205,209,214,232],"comparison.":[211],"The":[212,239],"adopts":[215],"an":[216],"embedded":[217,246],"based":[223],"on":[224],"deep":[225],"learning.":[226],"teaching,":[229],"traditional":[234],"learn.":[238],"questionnaire":[240],"understands":[241],"role":[243],"machinery":[247],"from":[254],"four":[255],"aspects:":[256],"curriculum,":[259],"content,":[262],"equipment,":[265],"teachers.":[269],"Experiments":[270],"proved":[272],"more":[274],"than":[275],"half":[276],"people":[279],"think":[280,298,306],"effect":[284],"current":[287],"courses":[293],"average;":[295],"only":[296],"17.18%":[297],"classroom":[301,309],"good,":[303],"24.36%":[305],"poor.":[311],"shows":[313],"construction":[316],"similar":[318],"engineering":[319],"line":[324],"with":[325],"major":[327],"itself,":[328],"has":[333],"theoretical":[334],"guiding":[335],"significance,":[336],"which":[337],"conducive":[339,357],"seamless":[342],"connection":[343],"industrial":[349,369],"positions":[350],"colleges;":[354],"continuously":[359],"improving":[360],"core":[362],"competitiveness":[363]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}