{"id":"https://openalex.org/W2068093751","doi":"https://doi.org/10.1109/icmlc.2010.5580814","title":"A new method for students' learning achievement evaluation based on the eigenvector method","display_name":"A new method for students' learning achievement evaluation based on the eigenvector method","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2068093751","doi":"https://doi.org/10.1109/icmlc.2010.5580814","mag":"2068093751"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5580814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580814","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":2,"citation_normalized_percentile":{"value":0.82723726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2483","last_page":"2488"},"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":0.6966719627380371},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.5025603771209717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4470076262950897},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3979310989379883},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.35658252239227295},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16045942902565002}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6966719627380371},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.5025603771209717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4470076262950897},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3979310989379883},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.35658252239227295},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16045942902565002},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5580814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580814","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W194786220","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/W2506768821","https://openalex.org/W2764629510","https://openalex.org/W2903005364","https://openalex.org/W2912565176","https://openalex.org/W4210259099","https://openalex.org/W4211007335","https://openalex.org/W4256240203","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":[3,191],"new":[4],"method":[5,18,188],"for":[6,181,194],"students'":[7,182,195],"learning":[8,169,183,196],"achievement":[9,170,184,197],"evaluation":[10,198],"based":[11,61,104,199],"on":[12,62,105,150,200],"the":[13,20,28,34,43,48,63,70,74,78,82,85,90,94,99,102,106,111,114,118,123,127,131,134,137,141,144,147,151,156,158,162,168,176,201],"eigenvector":[14,64,202],"method.":[15,203],"The":[16,186],"proposed":[17,187],"transforms":[19],"attributes":[21,49,103,112,135],"\u201caccuracy":[22],"rate\u201d":[23,26,32],"and":[24,33,59,77,113,136,146,161],"\u201ctime":[25],"into":[27],"\u201ceffect":[29,35,50,54],"of":[30,36,47,51,55,81,93,101,110,117,126,133,155,172],"accuracy":[31,52,163],"time":[37,56],"rate\u201d,":[38,53,57],"respectively.":[39,66],"Then,":[40,67,96,120],"it":[41,68,97,121,166],"generates":[42,98,122],"relative":[44,107],"important":[45,108,124,152],"degrees":[46,92,109,116,125,153],"\u201cimportance\u201d":[58],"\u201ccomplexity\u201d":[60],"method,":[65],"uses":[69],"correlation":[71],"coefficients":[72],"between":[73,143],"attribute":[75,86],"vectors":[76,87],"standard":[79],"deviations":[80],"elements":[83],"in":[84],"to":[88,130],"calculate":[89],"fitness":[91,115],"attributes.":[95,119,148],"weights":[100,132],"questions":[128,145],"according":[129],"relation":[138],"matrix":[139,160],"representing":[140],"relationships":[142],"Based":[149],"vector":[154],"questions,":[157],"grade":[159],"rate":[164],"matrix,":[165],"calculates":[167],"index":[171],"each":[173],"student":[174],"having":[175],"same":[177],"original":[178],"total":[179],"score":[180],"evaluation.":[185],"provides":[189],"us":[190],"useful":[192],"way":[193]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}