{"id":"https://openalex.org/W3216096681","doi":"https://doi.org/10.1145/3482632.3483006","title":"Analysis of the Status Quo of College English Learning Based On Big Data Technology","display_name":"Analysis of the Status Quo of College English Learning Based On Big Data Technology","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3216096681","doi":"https://doi.org/10.1145/3482632.3483006","mag":"3216096681"},"language":"en","primary_location":{"id":"doi:10.1145/3482632.3483006","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3482632.3483006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Information Systems and Computer Aided Education","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":null,"display_name":"Yamei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yamei Liu","raw_affiliation_strings":["Shenyang Institute of Engineering, China"],"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Engineering, China","institution_ids":["https://openalex.org/I108904480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074803064","display_name":"Jin Pin-zhuo","orcid":null},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pinzhuo Jin","raw_affiliation_strings":["Shenyang Institute of Engineering, China"],"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Engineering, China","institution_ids":["https://openalex.org/I108904480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108904480"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1816046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"736","last_page":"739"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9793000221252441,"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":0.9793000221252441,"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":0.9483000040054321,"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":0.9151999950408936,"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/status-quo","display_name":"Status quo","score":0.8890777826309204},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7269529104232788},{"id":"https://openalex.org/keywords/college-english","display_name":"College English","score":0.5979282259941101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5659292936325073},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.5291802287101746},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4767005145549774},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.46012330055236816},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43923425674438477},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4113346338272095},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3816578984260559},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3481593132019043},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3091842532157898},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1572912633419037}],"concepts":[{"id":"https://openalex.org/C2776748549","wikidata":"https://www.wikidata.org/wiki/Q201610","display_name":"Status quo","level":2,"score":0.8890777826309204},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7269529104232788},{"id":"https://openalex.org/C2779264503","wikidata":"https://www.wikidata.org/wiki/Q5146365","display_name":"College English","level":2,"score":0.5979282259941101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5659292936325073},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.5291802287101746},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4767005145549774},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.46012330055236816},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43923425674438477},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4113346338272095},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3816578984260559},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3481593132019043},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3091842532157898},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1572912633419037},{"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/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3482632.3483006","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3482632.3483006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Information Systems and Computer Aided Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2741358105","https://openalex.org/W2781502297","https://openalex.org/W2791335681","https://openalex.org/W2968847082","https://openalex.org/W3083853721","https://openalex.org/W3093628881","https://openalex.org/W3097208481","https://openalex.org/W3109416833","https://openalex.org/W3132674665","https://openalex.org/W4241047495","https://openalex.org/W4253909173"],"related_works":["https://openalex.org/W4386106790","https://openalex.org/W2171114985","https://openalex.org/W3121336575","https://openalex.org/W3123696707","https://openalex.org/W3125950882","https://openalex.org/W4386639330","https://openalex.org/W2887630518","https://openalex.org/W2358233733","https://openalex.org/W2362930479","https://openalex.org/W2371309307"],"abstract_inverted_index":{"As":[0],"the":[1,6,26,48,63,73,86,92,106,113,124,152,197],"\"next":[2],"natural":[3],"resource":[4],"of":[5,15,29,42,51,65,88,94,102,116,127,141,169,179,201],"human":[7],"world\",":[8],"big":[9,56],"data":[10,57,159],"has":[11,33],"affected":[12],"all":[13],"aspects":[14],"society":[16],"and":[17,83,122,139,148,154,199,203],"CE":[18,52,70,81,95,128,191],"learning.":[19,96],"Therefore,":[20],"using":[21],"this":[22,43],"technology":[23,68,79],"to":[24,46,111,132,144,173,182,196],"analyze":[25,47],"status":[27,49,125],"quo":[28,50,126],"college":[30,163],"English":[31,100,114,120,170,185],"learning":[32,53,115,146,149,155,166,187,192],"become":[34],"a":[35,134],"hot":[36],"spot":[37],"in":[38,91,119,151],"education.":[39],"The":[40,157],"purpose":[41],"article":[44,60,98],"is":[45],"based":[54],"on":[55,69,80,85,186],"technology.":[58],"This":[59,97],"first":[61],"analyzes":[62,123],"impact":[64],"Big":[66,77,89,117],"Data":[67,78,90,118],"learning,":[71,82,121,129],"discusses":[72],"challenges":[74],"faced":[75],"by":[76],"reflects":[84],"application":[87],"process":[93],"takes":[99],"majors":[101,143],"school":[103],"A":[104],"as":[105,131],"research":[107],"object,":[108],"uses":[109],"questionnaires":[110],"explore":[112],"so":[130],"provide":[133],"certain":[135],"level":[136],"for":[137],"teachers":[138],"students":[140,164],"related":[142],"improve":[145,174],"efficiency":[147],"interest":[150],"teaching":[153],"process.":[156],"survey":[158],"shows":[160],"that":[161,190],"when":[162],"are":[165],"English,":[167],"24.1%":[168],"learners":[171,180],"want":[172,181],"their":[175],"listening":[176,202],"ability;":[177],"33.3%":[178],"practice":[183],"oral":[184],"devices,":[188],"indicating":[189],"pays":[193],"more":[194],"attention":[195],"cultivation":[198],"improvement":[200],"speaking":[204],"ability.":[205]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}