{"id":"https://openalex.org/W3217257078","doi":"https://doi.org/10.1186/s13638-021-02071-6","title":"Research on college English teaching based on data mining technology","display_name":"Research on college English teaching based on data mining technology","publication_year":2021,"publication_date":"2021-11-27","ids":{"openalex":"https://openalex.org/W3217257078","doi":"https://doi.org/10.1186/s13638-021-02071-6","mag":"3217257078"},"language":"en","primary_location":{"id":"doi:10.1186/s13638-021-02071-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-021-02071-6","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13638-021-02071-6","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13638-021-02071-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065862116","display_name":"Jinhui Duan","orcid":"https://orcid.org/0000-0003-2156-2662"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinhui Duan","raw_affiliation_strings":["Kunming University of Science and Technology Oxbridge College, Kunming, 650106, Yunnan, China"],"affiliations":[{"raw_affiliation_string":"Kunming University of Science and Technology Oxbridge College, Kunming, 650106, Yunnan, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004972663","display_name":"Rui Gao","orcid":"https://orcid.org/0000-0003-0145-8577"},"institutions":[{"id":"https://openalex.org/I3132706744","display_name":"Digital Hollywood University","ror":"https://ror.org/00kgrdz47","country_code":"JP","type":"education","lineage":["https://openalex.org/I3132706744"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Rui Gao","raw_affiliation_strings":["Digital Hollywood University Graduate School, Tokyo, 113-0022, Japan"],"affiliations":[{"raw_affiliation_string":"Digital Hollywood University Graduate School, Tokyo, 113-0022, Japan","institution_ids":["https://openalex.org/I3132706744"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065862116"],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":1.6798,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.87258608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9724000096321106,"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":0.9724000096321106,"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":0.9502999782562256,"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/T13676","display_name":"Educational and Technological Research","score":0.9325000047683716,"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":0.8805877566337585},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6778799891471863},{"id":"https://openalex.org/keywords/college-english","display_name":"College English","score":0.6556183099746704},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6356940865516663},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.615389883518219},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5353439450263977},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.498638391494751},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4314136505126953},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4135553240776062},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3804650902748108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36505424976348877},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.2746681869029999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8805877566337585},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6778799891471863},{"id":"https://openalex.org/C2779264503","wikidata":"https://www.wikidata.org/wiki/Q5146365","display_name":"College English","level":2,"score":0.6556183099746704},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6356940865516663},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.615389883518219},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5353439450263977},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.498638391494751},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4314136505126953},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4135553240776062},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3804650902748108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36505424976348877},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2746681869029999},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13638-021-02071-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-021-02071-6","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13638-021-02071-6","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8d078d60bcad44d6b371adbf3adcb11e","is_oa":true,"landing_page_url":"https://doaj.org/article/8d078d60bcad44d6b371adbf3adcb11e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking, Vol 2021, Iss 1, Pp 1-12 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13638-021-02071-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-021-02071-6","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13638-021-02071-6","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3217257078.pdf","grobid_xml":"https://content.openalex.org/works/W3217257078.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1977398408","https://openalex.org/W2072406115","https://openalex.org/W2157984551","https://openalex.org/W2166253429","https://openalex.org/W2206299551","https://openalex.org/W2287278712","https://openalex.org/W2299619670","https://openalex.org/W2318452386","https://openalex.org/W2341173126","https://openalex.org/W2342413143","https://openalex.org/W2343428912","https://openalex.org/W2478414316","https://openalex.org/W2530398232","https://openalex.org/W2545493598","https://openalex.org/W2552959298","https://openalex.org/W2565698194","https://openalex.org/W2590867165","https://openalex.org/W2595741287","https://openalex.org/W2613027692","https://openalex.org/W2732916693","https://openalex.org/W2736542754","https://openalex.org/W2807998075","https://openalex.org/W3011272953","https://openalex.org/W3011894891","https://openalex.org/W3035524663","https://openalex.org/W3037712653","https://openalex.org/W3083360563","https://openalex.org/W3088757058","https://openalex.org/W3112964197","https://openalex.org/W3113482558","https://openalex.org/W3114629568","https://openalex.org/W3114776402","https://openalex.org/W3116527125","https://openalex.org/W3118481425","https://openalex.org/W3121878156","https://openalex.org/W3124235389","https://openalex.org/W3124346036","https://openalex.org/W3125670747"],"related_works":["https://openalex.org/W1566212037","https://openalex.org/W3134840015","https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W3036095178","https://openalex.org/W4366979180","https://openalex.org/W4319437832","https://openalex.org/W4243803609","https://openalex.org/W4384470695"],"abstract_inverted_index":{"Abstract":[0],"To":[1],"improve":[2,142],"the":[3,13,79,83,100,114,128,135,143],"efficiency":[4],"and":[5,15,44,66,82],"quality":[6,144],"of":[7,18,29,46,99,117,145],"college":[8,23],"English":[9,24,102,119,146],"teaching,":[10],"we":[11],"analyzed":[12],"feasibility":[14],"application":[16],"process":[17,28],"data":[19,30,47,60,62,64],"mining":[20,32,48],"technology":[21],"in":[22,104,108],"teaching.":[25,147],"The":[26,42,72,88,110],"entire":[27],"classification":[31,129],"was":[33,40,75,85,94,106,121],"fully":[34],"realized.":[35],"A":[36,96],"new":[37],"teaching":[38,137],"program":[39],"proposed.":[41],"object":[43],"target":[45],"were":[49,53,70],"determined.":[50],"Online":[51],"surveys":[52],"used":[54],"to":[55,125],"collect":[56],"data.":[57],"Data":[58],"integration,":[59],"cleaning,":[61],"conversion,":[63],"reduction":[65],"other":[67],"pre-processing":[68],"technologies":[69],"adopted.":[71],"decision":[73,91],"tree":[74,92],"generated":[76],"by":[77],"using":[78],"C4.5":[80],"algorithm,":[81],"pruning":[84],"carried":[86],"out.":[87],"result":[89],"analysis":[90],"model":[93],"completed.":[95],"detailed":[97],"survey":[98],"students'":[101,118],"learning":[103],"University":[105],"made":[107],"detail.":[109],"results":[111],"showed":[112],"that":[113],"qualified":[115],"rate":[116],"performance":[120],"increased":[122],"from":[123],"20\u201330%":[124],"50\u201360%.":[126],"Therefore,":[127],"rules":[130],"provide":[131],"theoretical":[132],"support":[133],"for":[134],"school":[136],"decision.":[138],"This":[139],"method":[140],"can":[141]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
