{"id":"https://openalex.org/W4320066639","doi":"https://doi.org/10.1145/3568739.3568803","title":"Analysis and Management System Design of Liberal Arts Courses Based on Decision Tree Algorithm","display_name":"Analysis and Management System Design of Liberal Arts Courses Based on Decision Tree Algorithm","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4320066639","doi":"https://doi.org/10.1145/3568739.3568803"},"language":"en","primary_location":{"id":"doi:10.1145/3568739.3568803","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3568739.3568803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Digital Technology in 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":"https://openalex.org/A5060380065","display_name":"Yunshan Liu","orcid":"https://orcid.org/0000-0001-8361-5884"},"institutions":[{"id":"https://openalex.org/I4210132399","display_name":"Wuxi Vocational Institute of Commerce","ror":"https://ror.org/03bdrtb23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210132399"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunshan Liu","raw_affiliation_strings":["School of Marxism, Wuxi Vocational Institute of Commerce, China"],"raw_orcid":"https://orcid.org/0000-0001-8361-5884","affiliations":[{"raw_affiliation_string":"School of Marxism, Wuxi Vocational Institute of Commerce, China","institution_ids":["https://openalex.org/I4210132399"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5060380065"],"corresponding_institution_ids":["https://openalex.org/I4210132399"],"apc_list":null,"apc_paid":null,"fwci":0.319,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67935744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"381","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.5590999722480774,"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"}},"topics":[{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.5590999722480774,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.4860999882221222,"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/liberal-arts-education","display_name":"Liberal arts education","score":0.8422194123268127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6842042803764343},{"id":"https://openalex.org/keywords/harmony","display_name":"Harmony (color)","score":0.6495575308799744},{"id":"https://openalex.org/keywords/the-arts","display_name":"The arts","score":0.598637580871582},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4675665497779846},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.42462795972824097},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3771897852420807},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.24029099941253662},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17967161536216736},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.079170823097229}],"concepts":[{"id":"https://openalex.org/C37413474","wikidata":"https://www.wikidata.org/wiki/Q189329","display_name":"Liberal arts education","level":3,"score":0.8422194123268127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6842042803764343},{"id":"https://openalex.org/C2776453491","wikidata":"https://www.wikidata.org/wiki/Q5659234","display_name":"Harmony (color)","level":2,"score":0.6495575308799744},{"id":"https://openalex.org/C70789860","wikidata":"https://www.wikidata.org/wiki/Q2018526","display_name":"The arts","level":2,"score":0.598637580871582},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4675665497779846},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.42462795972824097},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3771897852420807},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.24029099941253662},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17967161536216736},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.079170823097229},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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:10.1145/3568739.3568803","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3568739.3568803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Digital Technology in Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4224924700"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4321448422","https://openalex.org/W2382969832","https://openalex.org/W2348535019","https://openalex.org/W963778612","https://openalex.org/W2376836472","https://openalex.org/W2379879936","https://openalex.org/W2388675254","https://openalex.org/W620586615","https://openalex.org/W2383761002"],"abstract_inverted_index":{"The":[0,104,135],"goal":[1],"of":[2,36,55,76,79,100,116,145,162],"teaching":[3,46,53],"in":[4,39,51,60,63,143],"colleges":[5,40],"and":[6,27,30,41,44,72,97,120,126,147,160],"universities":[7],"is":[8,16],"to":[9,65,93],"cultivate":[10],"talents":[11],"with":[12],"comprehensive":[13,24],"development,":[14,25],"which":[15],"inseparable":[17],"from":[18],"liberal":[19,56,80,101,163],"arts":[20,57,81,102,164],"education":[21],"aiming":[22],"at":[23],"physical":[26],"mental":[28],"harmony":[29],"sound":[31],"personality.":[32],"With":[33],"the":[34,52,69,74,77,83,90,95,108,114,117,124,129,158],"improvement":[35,75],"information":[37,47,70],"construction":[38],"universities,":[42],"more":[43,45],"resources":[48],"are":[49],"generated":[50],"management":[54,98,121],"courses.":[58,103],"Therefore,":[59],"this":[61,139],"paper,":[62],"order":[64],"dig":[66],"deeper":[67],"into":[68],"data":[71,154],"promote":[73],"quality":[78,159],"teaching,":[82],"decision":[84,109],"tree":[85,110],"algorithm":[86],"was":[87],"used":[88],"as":[89],"basic":[91],"basis":[92],"design":[94],"analysis":[96,119],"system":[99,130,140],"article":[105],"first":[106],"analyzed":[107],"algorithm,":[111],"then":[112],"presented":[113],"framework":[115],"course":[118,165],"system,":[122],"designs":[123],"database,":[125],"finally":[127],"implemented":[128],"using":[131],"ASP.NET":[132],"development":[133],"language.":[134],"results":[136],"showed":[137],"that":[138],"performed":[141],"well":[142],"terms":[144],"accuracy":[146],"running":[148],"time.":[149],"It":[150],"can":[151],"provide":[152],"some":[153],"support":[155],"for":[156],"improving":[157],"efficiency":[161],"management.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}