{"id":"https://openalex.org/W2018065638","doi":"https://doi.org/10.1109/icmlc.2010.5580818","title":"A new method to evaluate students' learning achievement by automatically generating the importance degrees of attributes of questions","display_name":"A new method to evaluate students' learning achievement by automatically generating the importance degrees of attributes of questions","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2018065638","doi":"https://doi.org/10.1109/icmlc.2010.5580818","mag":"2018065638"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5580818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","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/A5061831201","display_name":"Shyi\u2010Ming Chen","orcid":"https://orcid.org/0000-0001-8648-631X"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Shyi-Ming Chen","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan","Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan.#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan.#TAB#","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043289546","display_name":"Ting-Kuei Li","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ting-Kuei Li","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan","Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan.#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan.#TAB#","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061831201"],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":null,"apc_paid":null,"fwci":0.6937,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81973554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2495","last_page":"2499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9998999834060669,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9998999834060669,"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/computer-science","display_name":"Computer science","score":0.7307606935501099},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5079036355018616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47825801372528076},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37313562631607056},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14077228307724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7307606935501099},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5079036355018616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47825801372528076},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37313562631607056},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14077228307724}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5580818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1988743559","https://openalex.org/W1994051714","https://openalex.org/W1998731162","https://openalex.org/W2011132599","https://openalex.org/W2075003574","https://openalex.org/W2085737630","https://openalex.org/W2133069628","https://openalex.org/W2142503238","https://openalex.org/W2155133142","https://openalex.org/W2169157794","https://openalex.org/W2764629510","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W6681020303"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"new":[4,120],"method":[5,143,150],"for":[6,35],"students'":[7,37],"learning":[8,38,105,135],"achievement":[9,106,136],"evaluation":[10],"by":[11],"automatically":[12],"generating":[13],"the":[14,18,24,27,30,33,43,51,57,66,69,86,90,96,99,104,109,112,119,124,127,134,139,153,165],"importance":[15,87],"degrees":[16,88],"of":[17,20,53,59,68,72,76,89,92,98,108,123,138],"attributes":[19,44,70,91],"questions.":[21],"It":[22],"considers":[23],"\u201caccuracy":[25,45],"rate\u201d,":[26,29,61,74,78],"\u201ctime":[28,48],"\u201cimportance\u201d":[31,79],"and":[32,47,56,80,148],"\u201ccomplexity\u201d":[34],"evaluating":[36],"achievement.":[39],"First,":[40],"it":[41,64,84,102,117,156],"transforms":[42],"rate\u201d":[46,49,55],"into":[50],"\u201ceffect":[52,58,71,75],"accuracy":[54,73],"time":[60,77],"respectively.":[62,82],"Then,":[63,83,101],"generates":[65,85],"weights":[67,97],"\u201ccomplexity\u201d,":[81],"questions":[93],"based":[94,132,158],"on":[95,133,159],"attributes.":[100],"calculates":[103],"indices":[107,137],"students":[110,125],"having":[111,126],"same":[113,128],"total":[114,130],"score.":[115],"Finally,":[116],"determines":[118],"ranking":[121],"order":[122],"original":[129],"score":[131],"students.":[140],"The":[141],"proposed":[142],"is":[144,157],"simpler":[145],"than":[146,164],"Bai":[147],"Chen's":[149],"due":[151],"to":[152],"fact":[154],"that":[155],"simple":[160],"arithmetic":[161],"calculations":[162],"rather":[163],"complicated":[166],"fuzzy":[167],"reasoning":[168],"method.":[169]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}