{"id":"https://openalex.org/W4410475311","doi":"https://doi.org/10.1177/14727978241312995","title":"Construction and application of evaluation index system for university teachers based on adaptive mutation algorithm","display_name":"Construction and application of evaluation index system for university teachers based on adaptive mutation algorithm","publication_year":2025,"publication_date":"2025-01-03","ids":{"openalex":"https://openalex.org/W4410475311","doi":"https://doi.org/10.1177/14727978241312995"},"language":"en","primary_location":{"id":"doi:10.1177/14727978241312995","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241312995","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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/A5100399085","display_name":"Xiaolin Liu","orcid":"https://orcid.org/0000-0003-2993-7051"},"institutions":[{"id":"https://openalex.org/I90090648","display_name":"Shijiazhuang Tiedao University","ror":"https://ror.org/022e9e065","country_code":"CN","type":"education","lineage":["https://openalex.org/I90090648"]},{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolin Liu","raw_affiliation_strings":["Hebei Normal University","Shijiazhuang Institute of Railway Technology","Department of Ideological and Political Theory Teaching and Research, Shijiazhuang Institute of Railway Technology, Shijiazhuang, China","School of Marxism, Hebei Normal University, Shijiazhuang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Normal University","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Shijiazhuang Institute of Railway Technology","institution_ids":["https://openalex.org/I90090648"]},{"raw_affiliation_string":"Department of Ideological and Political Theory Teaching and Research, Shijiazhuang Institute of Railway Technology, Shijiazhuang, China","institution_ids":["https://openalex.org/I90090648"]},{"raw_affiliation_string":"School of Marxism, Hebei Normal University, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yulin Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I90090648","display_name":"Shijiazhuang Tiedao University","ror":"https://ror.org/022e9e065","country_code":"CN","type":"education","lineage":["https://openalex.org/I90090648"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yulin Niu","raw_affiliation_strings":["Shijiazhuang Institute of Railway Technology","Department of Ideological and Political Theory Teaching and Research, Shijiazhuang Institute of Railway Technology, Shijiazhuang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shijiazhuang Institute of Railway Technology","institution_ids":["https://openalex.org/I90090648"]},{"raw_affiliation_string":"Department of Ideological and Political Theory Teaching and Research, Shijiazhuang Institute of Railway Technology, Shijiazhuang, China","institution_ids":["https://openalex.org/I90090648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100389117","display_name":"Yongsheng Li","orcid":"https://orcid.org/0000-0002-0825-0982"},"institutions":[{"id":"https://openalex.org/I90090648","display_name":"Shijiazhuang Tiedao University","ror":"https://ror.org/022e9e065","country_code":"CN","type":"education","lineage":["https://openalex.org/I90090648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongsheng Li","raw_affiliation_strings":["Shijiazhuang Institute of Railway Technology","Department of Ideological and Political Theory Teaching and Research, Shijiazhuang Institute of Railway Technology, Shijiazhuang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shijiazhuang Institute of Railway Technology","institution_ids":["https://openalex.org/I90090648"]},{"raw_affiliation_string":"Department of Ideological and Political Theory Teaching and Research, Shijiazhuang Institute of Railway Technology, Shijiazhuang, China","institution_ids":["https://openalex.org/I90090648"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I90090648"],"apc_list":null,"apc_paid":null,"fwci":1.2548,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.83713545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"25","issue":"3","first_page":"2322","last_page":"2333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.9954000115394592,"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":0.9954000115394592,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9718999862670898,"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"}},{"id":"https://openalex.org/T13903","display_name":"Innovative Educational Techniques","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.7129901647567749},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5929559469223022},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.5418395400047302},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5195339322090149},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0818224549293518},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.06429755687713623},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.055406391620635986}],"concepts":[{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.7129901647567749},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5929559469223022},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5418395400047302},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5195339322090149},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0818224549293518},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.06429755687713623},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.055406391620635986},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978241312995","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241312995","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3090363550","https://openalex.org/W3107873431","https://openalex.org/W3112881007","https://openalex.org/W3137891591","https://openalex.org/W3184829190","https://openalex.org/W4205104845","https://openalex.org/W4220912911","https://openalex.org/W4224127601","https://openalex.org/W4280509333","https://openalex.org/W4280563507","https://openalex.org/W4283762912","https://openalex.org/W4293084541","https://openalex.org/W4293217256","https://openalex.org/W4295338989","https://openalex.org/W4312069638","https://openalex.org/W4362696352","https://openalex.org/W4378218582","https://openalex.org/W4378983482","https://openalex.org/W4386630259","https://openalex.org/W4386638196"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Teaching":[0],"evaluation":[1,20,61,83,96,108,158],"of":[2,9,21,49,59,85,94,129,143,159,163],"college":[3,164],"teachers":[4,165],"is":[5,69,133],"an":[6],"indispensable":[7],"part":[8],"professional":[10,50,171],"certification.":[11,51,172],"In":[12,52,89],"order":[13,53],"to":[14,54,71,80,104],"realize":[15],"the":[16,45,56,60,63,73,82,91,95,101,106,117,125,130,140,144,156,160],"scientific":[17,157],"and":[18,40,166],"objective":[19,92],"teaching":[22,34,36,38,41,87,161],"quality,":[23,33],"this":[24],"paper":[25],"constructs":[26],"18":[27],"secondary":[28],"indicator":[29],"systems":[30],"covering":[31],"teacher":[32],"content,":[35],"attitude,":[37],"methods":[39],"effects":[42],"based":[43],"on":[44],"six":[46],"basic":[47],"principles":[48],"improve":[55],"prediction":[57,126],"ability":[58],"model,":[62],"adaptive":[64],"mutation":[65],"genetic":[66],"algorithm":[67,132,147],"(AGA)":[68],"introduced":[70],"optimize":[72],"back":[74],"propagation":[75],"(BP)":[76],"neural":[77],"network,":[78],"aiming":[79],"predict":[81],"results":[84,122],"teachers\u2019":[86],"quality.":[88],"addition,":[90],"weights":[93],"indicators":[97],"are":[98],"calculated":[99],"by":[100],"entropy":[102],"method":[103],"simulate":[105],"actual":[107],"process,":[109],"which":[110,135],"provides":[111,151,167],"a":[112,152],"reliable":[113],"reference":[114],"standard":[115],"for":[116,155,170],"AGA-BP":[118,131],"model.":[119],"The":[120,149],"experimental":[121],"show":[123],"that":[124],"error":[127,141],"range":[128,142],"0.02\u20130.03,":[134],"has":[136],"higher":[137],"accuracy":[138],"than":[139],"traditional":[145],"GA-BP":[146],"(0.05\u20130.08).":[148],"study":[150],"feasible":[153],"solution":[154],"quality":[162],"data":[168],"support":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
