{"id":"https://openalex.org/W2600779137","doi":"https://doi.org/10.3233/jifs-169241","title":"Evaluation of sequential adaptive testing with real-data simulation: A case study","display_name":"Evaluation of sequential adaptive testing with real-data simulation: A case study","publication_year":2017,"publication_date":"2017-03-29","ids":{"openalex":"https://openalex.org/W2600779137","doi":"https://doi.org/10.3233/jifs-169241","mag":"2600779137"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169241","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169241","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5057893924","display_name":"El-Sayed M. El-Alfy","orcid":"https://orcid.org/0000-0001-6279-9776"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"El-Sayed M. El-Alfy","raw_affiliation_strings":["Department of Information and Computer Science, College of Computer Sciences and Engineering, King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, College of Computer Sciences and Engineering, King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057893924"],"corresponding_institution_ids":["https://openalex.org/I134085113"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03516198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"4","first_page":"2977","last_page":"2986"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computerized-adaptive-testing","display_name":"Computerized adaptive testing","score":0.8600376844406128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8190034627914429},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4965861439704895},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.449435830116272},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.4430040419101715},{"id":"https://openalex.org/keywords/random-testing","display_name":"Random testing","score":0.41947585344314575},{"id":"https://openalex.org/keywords/sequential-analysis","display_name":"Sequential analysis","score":0.41856229305267334},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.41338440775871277},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3909258246421814},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37334132194519043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32890212535858154},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.26017409563064575},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.23116308450698853},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08711382746696472},{"id":"https://openalex.org/keywords/psychometrics","display_name":"Psychometrics","score":0.07702264189720154}],"concepts":[{"id":"https://openalex.org/C144352353","wikidata":"https://www.wikidata.org/wiki/Q2920411","display_name":"Computerized adaptive testing","level":3,"score":0.8600376844406128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190034627914429},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4965861439704895},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.449435830116272},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.4430040419101715},{"id":"https://openalex.org/C106159264","wikidata":"https://www.wikidata.org/wiki/Q17146789","display_name":"Random testing","level":4,"score":0.41947585344314575},{"id":"https://openalex.org/C80478641","wikidata":"https://www.wikidata.org/wiki/Q195771","display_name":"Sequential analysis","level":2,"score":0.41856229305267334},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.41338440775871277},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3909258246421814},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37334132194519043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32890212535858154},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26017409563064575},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.23116308450698853},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08711382746696472},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.07702264189720154},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169241","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169241","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322323","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W618991135","https://openalex.org/W1512153743","https://openalex.org/W1535520578","https://openalex.org/W1547976843","https://openalex.org/W1825499807","https://openalex.org/W1927948515","https://openalex.org/W1966455969","https://openalex.org/W1967448749","https://openalex.org/W1986021671","https://openalex.org/W2006128945","https://openalex.org/W2007859171","https://openalex.org/W2049947915","https://openalex.org/W2064379877","https://openalex.org/W2088632396","https://openalex.org/W2088715419","https://openalex.org/W2102170073","https://openalex.org/W2105118320","https://openalex.org/W2123086954","https://openalex.org/W2123367538","https://openalex.org/W2128811055","https://openalex.org/W2129187472","https://openalex.org/W2146029771","https://openalex.org/W2158321228","https://openalex.org/W2159065007","https://openalex.org/W2162929365","https://openalex.org/W2165286037","https://openalex.org/W2182671573","https://openalex.org/W2183178967","https://openalex.org/W2186366434","https://openalex.org/W2258241181","https://openalex.org/W2889272830","https://openalex.org/W3145125309","https://openalex.org/W4230234243","https://openalex.org/W4241116859","https://openalex.org/W4247848308"],"related_works":["https://openalex.org/W4299523296","https://openalex.org/W2014809695","https://openalex.org/W2949552182","https://openalex.org/W2388759341","https://openalex.org/W1986925328","https://openalex.org/W2365185743","https://openalex.org/W2596203914","https://openalex.org/W1896942513","https://openalex.org/W2041545409","https://openalex.org/W3084988859"],"abstract_inverted_index":{"Computer-based":[0],"testing":[1,133],"systems":[2],"take":[3],"advantage":[4],"of":[5,46,62,127,130,141,156,161,198,201],"the":[6,15,20,44,60,68,103,125,154,177,182,199,206,212],"interaction":[7],"between":[8,168],"computers":[9],"and":[10,39,54,65,107,123,166,170],"individuals":[11],"to":[12,19,58,100,121,193],"sequentially":[13],"customize":[14],"presented":[16],"test":[17,145,202],"items":[18,140,203],"test-taker\u2019s":[21],"ability":[22],"estimate.":[23],"Administering":[24],"such":[25,47],"sequential":[26,131],"adaptive":[27,132,169,188],"tests":[28,49,74],"has":[29,211],"many":[30],"benefits":[31],"including":[32],"personalized":[33],"tests,":[34],"accurate":[35],"measurement,":[36,162],"item":[37,163,189],"security,":[38],"substantial":[40],"cost":[41],"reduction.":[42],"However,":[43,184],"design":[45],"intelligent":[48],"is":[50,56,83,174],"a":[51,76,84,117,128,142],"complex":[52],"process":[53],"it":[55,91],"important":[57],"explore":[59],"impact":[61],"various":[63],"parameters":[64],"options":[66],"on":[67,93,153,181],"performance":[69,126],"before":[70],"switching":[71],"from":[72],"traditional":[73],"in":[75,196],"particular":[77],"environment.":[78],"Although":[79],"Monte":[80],"Carlo":[81],"simulation":[82],"typical":[85],"tool":[86],"for":[87,217],"achieving":[88],"this":[89],"purpose,":[90],"depends":[92],"generating":[94],"pseudo-random":[95],"samples,":[96],"which":[97],"may":[98],"fail":[99],"effectively":[101],"represent":[102],"environment":[104],"under":[105],"study":[106,120],"thus":[108],"incorrect":[109],"inferences":[110],"can":[111,191],"be":[112],"drawn.":[113],"This":[114],"paper":[115],"presents":[116],"comprehensive":[118],"case":[119],"evaluate":[122],"compare":[124],"number":[129,155,200],"procedures":[134],"but":[135],"using":[136],"post-hoc":[137],"simulation,":[138],"where":[139],"real":[143],"conventional":[144],"are":[146,151],"re-administered":[147],"adaptively.":[148],"The":[149],"comparisons":[150],"based":[152,180],"administered":[157],"items,":[158],"standard":[159],"error":[160],"exposure":[164,215],"rates,":[165],"correlation":[167],"non-adaptive":[171],"estimates.":[172],"It":[173,209],"found":[175],"that":[176],"results":[178],"varies":[179],"settings.":[183],"Bayesian":[185],"estimation":[186],"with":[187],"selection":[190],"lead":[192],"greater":[194],"savings":[195],"terms":[197],"without":[204],"jeopardizing":[205],"estimated":[207],"ability.":[208],"also":[210],"lowest":[213],"average":[214],"rate":[216],"each":[218],"item.":[219]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
