{"id":"https://openalex.org/W4399173553","doi":"https://doi.org/10.1145/3660043.3660236","title":"Simulation of Dynamic Evaluation Model for College English Online Teaching Based on Machine Learning Algorithms","display_name":"Simulation of Dynamic Evaluation Model for College English Online Teaching Based on Machine Learning Algorithms","publication_year":2023,"publication_date":"2023-12-22","ids":{"openalex":"https://openalex.org/W4399173553","doi":"https://doi.org/10.1145/3660043.3660236"},"language":"en","primary_location":{"id":"doi:10.1145/3660043.3660236","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3660043.3660236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Information Education and Artificial Intelligence","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/A5072631894","display_name":"Xu Yao","orcid":"https://orcid.org/0009-0002-8936-3213"},"institutions":[{"id":"https://openalex.org/I4210146584","display_name":"Henan Forestry Vocational College","ror":"https://ror.org/050g87e49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210146584"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu Yao","raw_affiliation_strings":["Henan Vocational College of Agriculture, China"],"affiliations":[{"raw_affiliation_string":"Henan Vocational College of Agriculture, China","institution_ids":["https://openalex.org/I4210146584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072631894"],"corresponding_institution_ids":["https://openalex.org/I4210146584"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22505216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1086","last_page":"1091"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9909999966621399,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.9909999966621399,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9839000105857849,"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/T13647","display_name":"AI and Big Data Applications","score":0.9819999933242798,"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/computer-science","display_name":"Computer science","score":0.6992264986038208},{"id":"https://openalex.org/keywords/online-teaching","display_name":"Online teaching","score":0.4491982161998749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4445529878139496},{"id":"https://openalex.org/keywords/information-technology","display_name":"Information technology","score":0.42511945962905884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4046825170516968},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.37921202182769775},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3675602078437805},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13683325052261353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6992264986038208},{"id":"https://openalex.org/C3020513065","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Online teaching","level":2,"score":0.4491982161998749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4445529878139496},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.42511945962905884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4046825170516968},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.37921202182769775},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3675602078437805},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13683325052261353},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3660043.3660236","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3660043.3660236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Information Education and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2186436098","https://openalex.org/W3217712897","https://openalex.org/W4200486719","https://openalex.org/W4205323895","https://openalex.org/W4206140351","https://openalex.org/W4281662766"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537","https://openalex.org/W2052122378","https://openalex.org/W2544423928","https://openalex.org/W2062023542"],"abstract_inverted_index":{"College":[0],"English":[1,51,91],"online":[2,92,116,139,147,161],"teaching":[3,93,199,227],"is":[4,67,134],"based":[5,94],"on":[6,17,81,95],"the":[7,18,21,26,38,45,58,82,96,111,120,129,165,179,210],"integration":[8],"of":[9,20,28,40,62,71,84,110,131,167,182,198,213,218],"information":[10,169,223],"technology,":[11,13,170],"network":[12],"and":[14,31,44,60,75,174,184,207,215,220],"disciplines.":[15],"Based":[16],"height":[19],"times,":[22],"it":[23],"carefully":[24],"examines":[25],"trend":[27,70],"social":[29],"development,":[30],"proposes":[32],"an":[33,68],"action":[34],"strategy":[35],"to":[36,56,192],"address":[37],"needs":[39],"future":[41],"talent":[42],"cultivation":[43],"numerous":[46],"problems":[47],"faced":[48],"by":[49],"college":[50,90],"education,":[52],"as":[53,55],"well":[54],"determine":[57],"direction":[59],"breakthrough":[61],"current":[63],"education":[64,73],"reform.":[65,228],"It":[66,123],"inevitable":[69],"modern":[72,168],"reform":[74],"development.":[76],"This":[77,204],"article":[78],"conducts":[79],"research":[80,102],"simulation":[83],"a":[85,151],"dynamic":[86,187,196],"evaluation":[87,188,197],"model":[88],"for":[89,224],"ML":[97],"(Machine":[98],"Learning)":[99],"algorithm.":[100],"The":[101],"results":[103],"indicate":[104],"that":[105,128,142],"among":[106],"20":[107],"students,":[108],"88%":[109],"high":[112],"group":[113,216],"had":[114],"longer":[115,146],"learning":[117,140,148,162],"time":[118,149],"than":[119,157],"low":[121],"group.":[122],"can":[124,205],"be":[125],"fully":[126],"explained":[127],"improvement":[130,153],"students'":[132],"grades":[133,156],"highly":[135],"correlated":[136],"with":[137,145,159,178],"their":[138,155],"time,":[141],"is,":[143],"students":[144,158],"have":[150],"greater":[152],"in":[154],"less":[160],"time.":[163],"Under":[164],"conditions":[166],"utilizing":[171],"database":[172],"networks":[173],"statistical":[175],"techniques,":[176],"combined":[177],"theoretical":[180],"achievements":[181],"testing":[183],"evaluation,":[185],"corresponding":[186],"systems":[189],"are":[190],"developed":[191],"conduct":[193],"human-machine":[194],"cooperation":[195],"data":[200],"at":[201],"different":[202],"stages.":[203],"quickly":[206],"accurately":[208],"reflect":[209],"development":[211],"status":[212],"individual":[214],"skills":[217],"learners,":[219],"provide":[221],"targeted":[222],"comprehensively":[225],"promoting":[226]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
