乐胖代购免代理版

{"id":"https://openalex.org/W4391547506","doi":"https://doi.org/10.1109/te.2024.3354297","title":"Utilization of Information Entropy in Training and Evaluation of Students\u2019 Abstraction Performance and Algorithm Efficiency in Programming","display_name":"Utilization of Information Entropy in Training and Evaluation of Students\u2019 Abstraction Performance and Algorithm Efficiency in Programming","publication_year":2024,"publication_date":"2024-02-05","ids":{"openalex":"https://openalex.org/W4391547506","doi":"https://doi.org/10.1109/te.2024.3354297"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/te.2024.3354297","pdf_url":null,"source":{"id":"https://openalex.org/S207741693","display_name":"IEEE Transactions on Education","issn_l":"0018-9359","issn":["0018-9359","1557-9638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322189","host_organization_name":"IEEE Education Society","host_organization_lineage":["https://openalex.org/P4310319808","https://openalex.org/P4310322189"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers","IEEE Education Society"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5020861221","display_name":"Zengqing Wu","orcid":"https://orcid.org/0000-0002-4785-0251"},"institutions":[{"id":"https://openalex.org/I37596208","display_name":"Osaka University of Human Sciences","ror":"https://ror.org/05cp38y47","country_code":"JP","type":"education","lineage":["https://openalex.org/I37596208"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zengqing Wu","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan","School of Human Sciences, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"School of Human Sciences, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I37596208"]},{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051900879","display_name":"Huizhong Liu","orcid":"https://orcid.org/0000-0002-4084-2830"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Huizhong Liu","raw_affiliation_strings":["Faculty of Business and Economics, University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Economics, University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036148682","display_name":"Chuan Xiao","orcid":"https://orcid.org/0000-0001-7239-5134"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]},{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chuan Xiao","raw_affiliation_strings":["Graduate School of Informatics, Nagoya University, Nagoya, Japan","Graduate School of Information Science and Technology, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]},{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":84},"biblio":{"volume":"67","issue":"2","first_page":"266","last_page":"281"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9044,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.9044,"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/abstraction","display_name":"Abstraction","score":0.62881124}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6975936},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.62881124},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5358625},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5038952},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45706406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41249204},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41000494},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.33780104},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33138257},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/te.2024.3354297","pdf_url":null,"source":{"id":"https://openalex.org/S207741693","display_name":"IEEE Transactions on Education","issn_l":"0018-9359","issn":["0018-9359","1557-9638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322189","host_organization_name":"IEEE Education Society","host_organization_lineage":["https://openalex.org/P4310319808","https://openalex.org/P4310322189"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers","IEEE Education Society"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","score":0.7,"id":"https://metadata.un.org/sdg/4"}],"grants":[{"funder":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science","award_id":"22H03903"},{"funder":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science","award_id":"23H03406"},{"funder":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science","award_id":"23K17456"},{"funder":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology","award_id":"JPMJCR22M2"}],"datasets":[],"versions":[],"referenced_works_count":59,"referenced_works":["https://openalex.org/W1491961545","https://openalex.org/W1540048281","https://openalex.org/W1549663479","https://openalex.org/W1976074935","https://openalex.org/W1987936136","https://openalex.org/W2008283643","https://openalex.org/W2020073275","https://openalex.org/W2020275177","https://openalex.org/W2051174844","https://openalex.org/W2072225709","https://openalex.org/W2082590411","https://openalex.org/W2089457241","https://openalex.org/W2092207583","https://openalex.org/W2093776691","https://openalex.org/W2100029531","https://openalex.org/W2111233167","https://openalex.org/W2129572801","https://openalex.org/W2134826720","https://openalex.org/W2137247190","https://openalex.org/W2161022936","https://openalex.org/W2163236190","https://openalex.org/W2317782077","https://openalex.org/W2339183141","https://openalex.org/W2495621036","https://openalex.org/W2509344724","https://openalex.org/W2560703437","https://openalex.org/W2569623901","https://openalex.org/W2593865023","https://openalex.org/W2617162977","https://openalex.org/W2754520368","https://openalex.org/W2783971163","https://openalex.org/W2788882425","https://openalex.org/W2883311143","https://openalex.org/W2892202927","https://openalex.org/W2894540915","https://openalex.org/W2912161675","https://openalex.org/W2916321444","https://openalex.org/W2943866497","https://openalex.org/W2958365227","https://openalex.org/W2997176315","https://openalex.org/W2999821664","https://openalex.org/W3006452019","https://openalex.org/W3007738337","https://openalex.org/W3013584442","https://openalex.org/W3022394794","https://openalex.org/W3033231282","https://openalex.org/W3099252500","https://openalex.org/W3107379000","https://openalex.org/W3107513503","https://openalex.org/W3109558782","https://openalex.org/W3135108349","https://openalex.org/W3166608317","https://openalex.org/W3202322700","https://openalex.org/W4213266528","https://openalex.org/W4214663775","https://openalex.org/W4229508619","https://openalex.org/W4246219036","https://openalex.org/W4296624042","https://openalex.org/W4301229630"],"related_works":["https://openalex.org/W4388675521","https://openalex.org/W4379924946","https://openalex.org/W3148810651","https://openalex.org/W2898772359","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2108135022","https://openalex.org/W2045155990"],"abstract_inverted_index":{"Contribution:":[0],"This":[1,29],"research":[2],"illuminates":[3],"information":[4],"entropy's":[5],"efficacy":[6],"as":[7],"a":[8,117],"pivotal":[9],"educational":[10],"tool":[11],"in":[12,60,77,82,131,158,216],"programming,":[13],"enabling":[14],"the":[15,38,55,72,109,147,159,196,199,214],"precise":[16],"quantification":[17],"of":[18,71,111,119,149,178,198],"algorithmic":[19],"complexity":[20,96],"and":[21,42,46,57,97,113,142,172,185,193,232,237],"student":[22,43],"abstraction":[23,58,88,129,150,235],"levels":[24],"for":[25,165,230],"solving":[26,218],"P":[27],"problems.":[28],"approach":[30],"can":[31,90,127,212,227],"provide":[32],"students":[33,156,220],"quantitative,":[34],"comparative":[35],"insights":[36],"into":[37,162],"differences":[39,215],"between":[40],"optimal":[41],"implemented":[44],"solution,":[45],"allowing":[47],"educators":[48],"to":[49,104,107,138,190,194],"offer":[50],"targeted":[51],"feedback,":[52],"thereby":[53],"optimizing":[54],"learning":[56,174],"processes":[59],"algorithm":[61,238],"design":[62],"through":[63],"deliberate":[64],"practice.":[65],"Background:":[66],"Abstraction":[67],"is":[68,102,115],"considered":[69],"one":[70],"most":[73],"impor11":[74],"tant":[75],"skills":[76],"problem":[78,217],"solving.":[79],"Many":[80],"studies":[81],"programming":[83,132,140,166],"have":[84],"shown":[85],"that":[86,209],"higher":[87],"capability":[89],"significantly":[91],"simplify":[92],"problems,":[93],"reduce":[94],"program":[95],"improve":[98],"efficiency.":[99,239],"However,":[100],"it":[101],"difficult":[103],"develop":[105,139],"criteria":[106],"measure":[108,191],"level":[110,177],"abstraction,":[112],"there":[114],"still":[116],"lack":[118],"relevant":[120],"systematic":[121],"research.":[122],"Research":[123],"Questions:":[124],"1)":[125],"How":[126,137],"students'":[128,234],"ability":[130],"be":[133,228],"effectively":[134],"measured?":[135],"2)":[136],"education":[141],"training":[143,200],"methods":[144],"based":[145],"on":[146],"measurement":[148],"ability?":[151],"Methodology:":[152],"Forty-six":[153],"grade":[154],"10":[155],"participated":[157],"experiment,":[160],"divided":[161],"two":[163],"groups":[164],"train23":[167],"ing":[168],"using":[169],"information-entropy-based":[170,210],"assessment":[171,211],"traditional":[173],"methods.":[175,201],"Their":[176],"computational":[179],"thinking,":[180],"algo25":[181],"rithmic":[182],"efficiency":[183],"improvements,":[184],"test":[186],"scores":[187],"were":[188],"used":[189],"performance":[192,236],"analyze":[195],"effectiveness":[197],"Findings:":[202],"Through":[203],"empirical":[204],"research,":[205],"this":[206],"article":[207],"finds":[208],"reflect":[213],"among":[219],"possessing":[221],"varying":[222],"capa31":[223],"bilities.":[224],"Information":[225],"entropy":[226],"crucial":[229],"evaluating":[231],"improving":[233]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4391547506","counts_by_year":[],"updated_date":"2025-01-04T22:47:54.622807","created_date":"2024-02-06"}