{"id":"https://openalex.org/W4410192953","doi":"https://doi.org/10.1177/14727978251337956","title":"Exploring the effectiveness of natural language processing technologies in automatically generating English teaching resource content","display_name":"Exploring the effectiveness of natural language processing technologies in automatically generating English teaching resource content","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410192953","doi":"https://doi.org/10.1177/14727978251337956"},"language":"en","primary_location":{"id":"doi:10.1177/14727978251337956","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251337956","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/A5109757239","display_name":"Yu Shen","orcid":"https://orcid.org/0009-0005-3736-1509"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Shen","raw_affiliation_strings":["College of International Education and Humanities, Xi\u2019an Kedagaoxin University, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"College of International Education and Humanities, Xi\u2019an Kedagaoxin University, Xi\u2019an, China","institution_ids":["https://openalex.org/I180632629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109757239"],"corresponding_institution_ids":["https://openalex.org/I180632629"],"apc_list":null,"apc_paid":null,"fwci":17.8927,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.98567134,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"25","issue":"5","first_page":"4817","last_page":"4832"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9782999753952026,"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"}},"topics":[{"id":"https://openalex.org/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9782999753952026,"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"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9602000117301941,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.9289000034332275,"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/computer-science","display_name":"Computer science","score":0.8644725680351257},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.660088300704956},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5889066457748413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5814664959907532},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4684313237667084},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14591622352600098}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8644725680351257},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.660088300704956},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5889066457748413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5814664959907532},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4684313237667084},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14591622352600098}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978251337956","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251337956","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":[{"id":"https://metadata.un.org/sdg/4","score":0.46000000834465027,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W3030231632","https://openalex.org/W3138497317","https://openalex.org/W3209146636","https://openalex.org/W4224248950","https://openalex.org/W4280624778","https://openalex.org/W4281781124","https://openalex.org/W4293052277","https://openalex.org/W4293419742","https://openalex.org/W4294898164","https://openalex.org/W4296999562","https://openalex.org/W4309284918","https://openalex.org/W4316037982","https://openalex.org/W4316669873","https://openalex.org/W4317435492","https://openalex.org/W4320481457","https://openalex.org/W4377137524","https://openalex.org/W4380991718","https://openalex.org/W4385556574","https://openalex.org/W4385611195","https://openalex.org/W4387024528","https://openalex.org/W4388942236","https://openalex.org/W4389482513","https://openalex.org/W4391540701","https://openalex.org/W4394836852","https://openalex.org/W4400917649","https://openalex.org/W4403521625"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2351187795","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0],"the":[1,4,18,57,67,97,102,160,169,181],"digital":[2],"era,":[3],"integration":[5,153],"of":[6,20,60,69,101],"Artificial":[7],"Intelligence":[8],"(AI)":[9],"and":[10,40,74,99,109,124,142,145,148,192,213],"Natural":[11],"Language":[12],"Processing":[13],"(NLP)":[14],"has":[15],"progressively":[16],"enabled":[17],"automation":[19],"English":[21,78,217],"teaching":[22,29],"resource":[23,208],"generation.":[24],"Traditional":[25],"methods":[26,119],"for":[27,56,77,216],"producing":[28,173],"materials":[30,76],"typically":[31],"require":[32],"extensive":[33],"manual":[34,170],"effort,":[35],"which":[36,116,195],"limits":[37],"their":[38],"scalability":[39],"flexibility":[41,100],"to":[42,71,95,178],"accommodate":[43],"standard":[44],"learning":[45],"needs.":[46],"However,":[47],"NLP":[48,70,128],"technologies":[49],"present":[50],"an":[51,197],"effective":[52,214],"solution":[53],"by":[54,140],"allowing":[55],"automatic":[58],"generation":[59,166],"high-quality":[61,174,186],"instructional":[62,187],"content.":[63,104],"This":[64],"research":[65],"highlights":[66],"capacity":[68],"generate":[72],"organized":[73,151],"relevant":[75],"language":[79,138,218],"teaching.":[80,219],"An":[81],"Efficient":[82],"Glowworm":[83],"Swarm":[84],"Optimized":[85],"Bidirectional":[86],"Encoder":[87],"Representations":[88],"from":[89],"Transformers":[90],"(EGWS-BERT)":[91],"method":[92],"is":[93,196],"employed":[94],"measure":[96],"accuracy":[98,191],"produced":[103],"Publicly":[105],"available":[106],"lesson":[107],"plans":[108],"grammar":[110],"guides":[111],"serve":[112],"as":[113,121],"data":[114,122],"sources,":[115],"undergo":[117],"pre-processing":[118],"such":[120],"cleaning":[123],"text":[125],"tokenization.":[126],"The":[127,200],"framework":[129],"emphasizes":[130],"extracting":[131],"key":[132],"information":[133],"through":[134,150],"automated":[135],"summarization,":[136],"refining":[137],"meaning":[139],"recognizing":[141],"improving":[143],"keywords,":[144],"ensuring":[146],"coherence":[147],"usability":[149],"content":[152,165,188],"into":[154],"e-learning":[155],"platforms.":[156],"Results":[157],"indicate":[158],"that":[159,203],"proposed":[161],"model":[162],"significantly":[163],"enhances":[164],"effectiveness,":[167],"reducing":[168],"workload":[171],"while":[172],"educational":[175],"resources.":[176],"Compared":[177],"current":[179],"methods,":[180],"suggested":[182],"EGWS-BERT":[183],"technique":[184],"yields":[185],"with":[189],"96%":[190],"94%":[193],"recall,":[194],"outstanding":[198],"outcome.":[199],"findings":[201],"suggest":[202],"NLP-driven":[204],"approaches":[205],"can":[206],"assess":[207],"development,":[209],"providing":[210],"scalable,":[211],"adaptable,":[212],"solutions":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}