{"id":"https://openalex.org/W4401635242","doi":"https://doi.org/10.3233/jcm-247509","title":"The application and prospects of big data analysis in English literature research","display_name":"The application and prospects of big data analysis in English literature research","publication_year":2024,"publication_date":"2024-08-14","ids":{"openalex":"https://openalex.org/W4401635242","doi":"https://doi.org/10.3233/jcm-247509"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-247509","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-247509","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/A5100402896","display_name":"Min Zhang","orcid":"https://orcid.org/0000-0002-2478-428X"},"institutions":[{"id":"https://openalex.org/I4210152160","display_name":"Zhengzhou Railway Vocational & Technical College","ror":"https://ror.org/04zs83x19","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhang","raw_affiliation_strings":["Basic Education Department, Zhengzhou Railway Vocational and Technical College, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Basic Education Department, Zhengzhou Railway Vocational and Technical College, Zhengzhou, China","institution_ids":["https://openalex.org/I4210152160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101067918","display_name":"Xiaoliang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]},{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoliang Sun","raw_affiliation_strings":["Henan University of Animal Husbandry and Economy, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan University of Animal Husbandry and Economy, Zhengzhou, China","institution_ids":["https://openalex.org/I4750791","https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101067918"],"corresponding_institution_ids":["https://openalex.org/I173899330","https://openalex.org/I4750791"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10765295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"4-5","first_page":"2747","last_page":"2762"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9731000065803528,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9731000065803528,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9336000084877014,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.930400013923645,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/literary-criticism","display_name":"Literary criticism","score":0.7427400350570679},{"id":"https://openalex.org/keywords/literary-science","display_name":"Literary science","score":0.713025689125061},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.555338442325592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4748142957687378},{"id":"https://openalex.org/keywords/literary-theory","display_name":"Literary theory","score":0.4685441255569458},{"id":"https://openalex.org/keywords/criticism","display_name":"Criticism","score":0.46691039204597473},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.4271033704280853},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36181849241256714},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.3551810383796692},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.26005882024765015},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.11826243996620178},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.09633323550224304}],"concepts":[{"id":"https://openalex.org/C142932270","wikidata":"https://www.wikidata.org/wiki/Q58854","display_name":"Literary criticism","level":2,"score":0.7427400350570679},{"id":"https://openalex.org/C505900562","wikidata":"https://www.wikidata.org/wiki/Q58854","display_name":"Literary science","level":3,"score":0.713025689125061},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.555338442325592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4748142957687378},{"id":"https://openalex.org/C100342038","wikidata":"https://www.wikidata.org/wiki/Q459381","display_name":"Literary theory","level":3,"score":0.4685441255569458},{"id":"https://openalex.org/C7991579","wikidata":"https://www.wikidata.org/wiki/Q17955","display_name":"Criticism","level":2,"score":0.46691039204597473},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4271033704280853},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36181849241256714},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3551810383796692},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.26005882024765015},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.11826243996620178},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.09633323550224304},{"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:10.3233/jcm-247509","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-247509","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":[{"display_name":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2789203006","https://openalex.org/W2905061863","https://openalex.org/W2947567063","https://openalex.org/W2963099011","https://openalex.org/W2989947381","https://openalex.org/W2997093433","https://openalex.org/W3093365405","https://openalex.org/W4229059631","https://openalex.org/W4283700329","https://openalex.org/W4313555956","https://openalex.org/W4318566932","https://openalex.org/W4367043563","https://openalex.org/W4367050938","https://openalex.org/W4380788309","https://openalex.org/W4384945608","https://openalex.org/W4385556574","https://openalex.org/W6811112261","https://openalex.org/W6851911556"],"related_works":["https://openalex.org/W2375311657","https://openalex.org/W2374556225","https://openalex.org/W2889703233","https://openalex.org/W2049563455","https://openalex.org/W2345933016","https://openalex.org/W3045238388","https://openalex.org/W4312409695","https://openalex.org/W2350753555","https://openalex.org/W2013772221","https://openalex.org/W2742986366"],"abstract_inverted_index":{"With":[0],"the":[1,11,39,54,67,74,88],"rapid":[2],"development":[3],"of":[4,15,56,69,90,103,121],"big":[5],"data":[6],"and":[7,13,28,38,42,78,81,96,100,123],"artificial":[8],"intelligence":[9],"technology,":[10],"methods":[12,83],"approaches":[14],"literature":[16,77],"research":[17],"have":[18,111],"also":[19],"undergone":[20],"profound":[21],"changes.":[22],"This":[23],"study":[24,52],"aims":[25],"to":[26,48,115],"explore":[27],"analyze":[29],"how":[30],"these":[31,91,109],"technologies":[32,92,110],"are":[33,106],"integrated":[34],"with":[35,62],"literary":[36,49,60,72,85,94,116,126],"studies":[37],"new":[40,113],"perspectives":[41],"opportunities":[43],"that":[44],"this":[45],"integration":[46],"brings":[47],"studies.":[50],"The":[51],"investigates":[53],"use":[55],"advanced":[57],"techniques":[58],"in":[59,71,84],"analysis,":[61],"a":[63,101,119],"particular":[64],"focus":[65],"on":[66,93],"analysis":[68],"metaphors":[70],"works,":[73],"interaction":[75],"between":[76],"social":[79],"media,":[80],"statistical":[82],"criticism.":[86],"Further,":[87],"influence":[89],"theory":[95],"education":[97],"is":[98],"discussed,":[99],"series":[102],"revelatory":[104],"conclusions":[105],"drawn.":[107],"Collectively,":[108],"opened":[112],"portals":[114],"research,":[117],"providing":[118],"wealth":[120],"tools":[122],"resources":[124],"for":[125],"researchers.":[127]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
