{"id":"https://openalex.org/W2889143079","doi":"https://doi.org/10.1145/3239283.3239321","title":"Application of data mining for young children education using emotion information","display_name":"Application of data mining for young children education using emotion information","publication_year":2018,"publication_date":"2018-07-20","ids":{"openalex":"https://openalex.org/W2889143079","doi":"https://doi.org/10.1145/3239283.3239321","mag":"2889143079"},"language":"en","primary_location":{"id":"doi:10.1145/3239283.3239321","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3239283.3239321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Data Science and Information Technology","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/A5100320128","display_name":"Yue Liu","orcid":"https://orcid.org/0009-0001-5911-9626"},"institutions":[{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]},{"id":"https://openalex.org/I918919364","display_name":"Switch","ror":"https://ror.org/02yw51758","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I918919364"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Liu Yue","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, BUPT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, BUPT","institution_ids":["https://openalex.org/I918919364","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633263","display_name":"Chunhong Zhang","orcid":"https://orcid.org/0000-0003-3008-1887"},"institutions":[{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]},{"id":"https://openalex.org/I918919364","display_name":"Switch","ror":"https://ror.org/02yw51758","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I918919364"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Zhang Chunhong","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, BUPT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, BUPT","institution_ids":["https://openalex.org/I918919364","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110589224","display_name":"Chujie Tian","orcid":"https://orcid.org/0000-0002-8450-9802"},"institutions":[{"id":"https://openalex.org/I4210126106","display_name":"Romax Technology (United Kingdom)","ror":"https://ror.org/04344z734","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210126106"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tian Chujie","raw_affiliation_strings":["Beijing JYZX technology company, Beijing BUPT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing JYZX technology company, Beijing BUPT","institution_ids":["https://openalex.org/I4210126106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101096463","display_name":"Xiaomeng Zhao","orcid":"https://orcid.org/0000-0002-7182-1995"},"institutions":[{"id":"https://openalex.org/I4210126106","display_name":"Romax Technology (United Kingdom)","ror":"https://ror.org/04344z734","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210126106"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhao Xiaomeng","raw_affiliation_strings":["Beijing JYZX technology company, Beijing BUPT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing JYZX technology company, Beijing BUPT","institution_ids":["https://openalex.org/I4210126106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101944948","display_name":"Ruizhi Zhang","orcid":"https://orcid.org/0000-0002-1317-0063"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Ruizhi","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Haidian District"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Haidian District","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028862897","display_name":"Yang Ji","orcid":"https://orcid.org/0000-0002-4315-761X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Yang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Haidian District"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Haidian District","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100320128"],"corresponding_institution_ids":["https://openalex.org/I4392021250","https://openalex.org/I918919364"],"apc_list":null,"apc_paid":null,"fwci":0.6607,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76814341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6034435629844666},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3827509582042694},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33648180961608887}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6034435629844666},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3827509582042694},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33648180961608887}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3239283.3239321","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3239283.3239321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Data Science and Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G6733072585","display_name":null,"funder_award_id":"61602048, 61520106007, 61601046","funder_id":"https://openalex.org/F4320335595","funder_display_name":"National Natural Science Foundation of China-Yunnan Joint Fund"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335595","display_name":"National Natural Science Foundation of China-Yunnan Joint Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1997288805","https://openalex.org/W2027711578","https://openalex.org/W2128689084","https://openalex.org/W2174021820","https://openalex.org/W2311398064","https://openalex.org/W2477882401","https://openalex.org/W2949082359"],"related_works":["https://openalex.org/W2384888906","https://openalex.org/W2144190808","https://openalex.org/W2376314740","https://openalex.org/W2366644548","https://openalex.org/W2357241418","https://openalex.org/W2115485936","https://openalex.org/W2153015554","https://openalex.org/W2103338134","https://openalex.org/W3022131925","https://openalex.org/W1561729373"],"abstract_inverted_index":{"The":[0],"current":[1],"preschool":[2,111],"education":[3,112],"is":[4,34,74,113],"still":[5,75],"facing":[6],"many":[7],"difficulties.":[8],"First,":[9],"unlike":[10],"primary":[11],"and":[12,38,72,91,97,117,126],"secondary":[13],"schools":[14],"which":[15,128],"have":[16,57],"test":[17],"scores,":[18],"there":[19],"are":[20,100,129],"few":[21],"good":[22],"ways":[23],"to":[24,40,47,80,114,151],"assess":[25],"the":[26,45,81,104,107,122],"learning":[27],"situation":[28],"of":[29,54,67,83,110,133],"young":[30,68,93],"children.":[31],"Second,":[32],"it":[33],"hard":[35],"for":[36],"teachers":[37],"parents":[39],"give":[41],"thoughtful":[42],"care":[43],"all":[44],"time":[46],"each":[48],"child.":[49],"In":[50],"particular,":[51],"recent":[52],"incidents":[53],"child":[55],"abuse":[56],"been":[58],"exposed":[59],"frequently,":[60],"causing":[61],"social":[62],"panic.":[63],"However,":[64],"as":[65],"research":[66],"children's":[69,94],"mental":[70,95],"health":[71,96],"emotion":[73,145],"in":[76],"its":[77],"infancy":[78],"due":[79],"lack":[82],"relevant":[84],"data,":[85],"methods":[86],"that":[87],"focus":[88],"on":[89,103],"measuring":[90],"analyzing":[92],"emotional":[98],"states":[99],"lacking.":[101],"Furthermore,":[102],"one":[105],"hand,":[106,124],"principal":[108],"goal":[109],"stimulate":[115],"interest":[116],"enhance":[118],"cognitive":[119,134],"ability.":[120],"On":[121],"other":[123],"assimilation":[125],"accommodation":[127],"two":[130],"specific":[131],"stages":[132],"development":[135],"require":[136],"an":[137],"active":[138],"learner,":[139],"not":[140],"a":[141],"passive":[142],"one.":[143],"Thus,":[144],"analysis":[146],"can":[147],"solve":[148],"these":[149],"problems":[150],"some":[152],"extent.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}
