{"id":"https://openalex.org/W2588629608","doi":"https://doi.org/10.1109/allerton.2016.7852268","title":"Optimal ranking of test items using the Rasch model","display_name":"Optimal ranking of test items using the Rasch model","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2588629608","doi":"https://doi.org/10.1109/allerton.2016.7852268","mag":"2588629608"},"language":"en","primary_location":{"id":"doi:10.1109/allerton.2016.7852268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2016.7852268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5008739951","display_name":"Divyanshu Vats","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102612","display_name":"Scottish Association of the Teachers of History","ror":"https://ror.org/016055452","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210102612"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Divyanshu Vats","raw_affiliation_strings":["Sailthru Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sailthru Inc","institution_ids":["https://openalex.org/I4210102612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063813962","display_name":"Andrew Lan","orcid":"https://orcid.org/0000-0002-8475-6600"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew S. Lan","raw_affiliation_strings":["Rice University","Rice University, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, United States of America","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083617223","display_name":"Christoph Studer","orcid":"https://orcid.org/0000-0001-8950-6267"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christoph Studer","raw_affiliation_strings":["Cornell University","Cornell University, United States of America#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"Cornell University, United States of America#TAB#","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072713767","display_name":"Richard G. Baraniuk","orcid":"https://orcid.org/0000-0002-0721-8999"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard G. Baraniuk","raw_affiliation_strings":["Rice University","Rice University, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, United States of America","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.17352151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"467","last_page":"473"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9779999852180481,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9779999852180481,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9758999943733215,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9757999777793884,"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/rasch-model","display_name":"Rasch model","score":0.9286426305770874},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7609564065933228},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7204616069793701},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6924697756767273},{"id":"https://openalex.org/keywords/computerized-adaptive-testing","display_name":"Computerized adaptive testing","score":0.552855372428894},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5500919222831726},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.46799346804618835},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4627862572669983},{"id":"https://openalex.org/keywords/item-response-theory","display_name":"Item response theory","score":0.45988520979881287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44816139340400696},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.42959436774253845},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20024198293685913},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1916966736316681},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17747706174850464},{"id":"https://openalex.org/keywords/psychometrics","display_name":"Psychometrics","score":0.09951972961425781}],"concepts":[{"id":"https://openalex.org/C101266164","wikidata":"https://www.wikidata.org/wiki/Q2131821","display_name":"Rasch model","level":2,"score":0.9286426305770874},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7609564065933228},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7204616069793701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6924697756767273},{"id":"https://openalex.org/C144352353","wikidata":"https://www.wikidata.org/wiki/Q2920411","display_name":"Computerized adaptive testing","level":3,"score":0.552855372428894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5500919222831726},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.46799346804618835},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4627862572669983},{"id":"https://openalex.org/C19875794","wikidata":"https://www.wikidata.org/wiki/Q1207340","display_name":"Item response theory","level":3,"score":0.45988520979881287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44816139340400696},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.42959436774253845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20024198293685913},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1916966736316681},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17747706174850464},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.09951972961425781},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/allerton.2016.7852268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2016.7852268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W618991135","https://openalex.org/W1511244611","https://openalex.org/W1919216659","https://openalex.org/W1975508799","https://openalex.org/W2013939626","https://openalex.org/W2032780221","https://openalex.org/W2042464029","https://openalex.org/W2052774469","https://openalex.org/W2103012681","https://openalex.org/W2110515480","https://openalex.org/W2127374659","https://openalex.org/W2171423451","https://openalex.org/W2883634879","https://openalex.org/W2889272830","https://openalex.org/W3098813406","https://openalex.org/W4233249770","https://openalex.org/W4233413206","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W226604446","https://openalex.org/W2772451552","https://openalex.org/W2071783256","https://openalex.org/W2356456616","https://openalex.org/W52061681","https://openalex.org/W2076025470","https://openalex.org/W2169952662","https://openalex.org/W2071617623","https://openalex.org/W1993302454","https://openalex.org/W1531654737"],"abstract_inverted_index":{"We":[0,28,103],"study":[1],"the":[2,9,15,22,26,55,59,63,73,78,83,89,92,97,100,105,108,128],"problem":[3],"of":[4,11,17,25,47,76,82,99,107],"ranking":[5,38],"test":[6],"items,":[7],"i.e.,":[8],"ordering":[10],"items":[12],"according":[13],"to":[14,42,52,95],"amount":[16],"information":[18],"they":[19],"provide":[20],"on":[21,30,58,119],"latent":[23],"trait":[24],"respondents.":[27],"focus":[29],"educational":[31],"applications,":[32],"where":[33,91],"instructors":[34],"are":[35],"interested":[36],"in":[37,50,88,134],"questions":[39,49],"so":[40],"as":[41],"select":[43],"a":[44,135],"small":[45],"set":[46],"informative":[48],"order":[51],"efficiently":[53],"assess":[54],"students'":[56],"understanding":[57],"course":[60],"material.":[61],"Using":[62],"Rasch":[64,84],"model":[65,85],"for":[66,139],"modeling":[67],"student":[68,101,142],"responses,":[69],"we":[70,124],"prove":[71],"that":[72],"simple":[74],"algorithm":[75,110,130],"sorting":[77,109,129],"item":[79],"level":[80],"parameters":[81],"is":[86,94],"optimal":[87],"setting":[90],"goal":[93],"maximize":[96],"entropy":[98],"responses.":[102,143],"demonstrate":[104,126],"optimality":[106],"using":[111,116],"both":[112],"theoretical":[113],"results":[114,118],"and":[115],"empirical":[117],"several":[120],"real-world":[121],"datasets.":[122],"Furthermore,":[123],"also":[125],"how":[127],"can":[131],"be":[132],"used":[133],"batch":[136],"adaptive":[137],"manner":[138],"predicting":[140],"unobserved":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
