{"id":"https://openalex.org/W2908619553","doi":"https://doi.org/10.1109/tale.2018.8615198","title":"Special Session\u2014Scaling Automated Scoring: Addressing Practical and Conceptual Challenges","display_name":"Special Session\u2014Scaling Automated Scoring: Addressing Practical and Conceptual Challenges","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2908619553","doi":"https://doi.org/10.1109/tale.2018.8615198","mag":"2908619553"},"language":"en","primary_location":{"id":"doi:10.1109/tale.2018.8615198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale.2018.8615198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)","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/A5042630733","display_name":"Michelle D. Barrett","orcid":"https://orcid.org/0000-0002-2866-4920"},"institutions":[{"id":"https://openalex.org/I4210155253","display_name":"ACT","ror":"https://ror.org/05183v471","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210155253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle D. Barrett","raw_affiliation_strings":["Data Science and Analytics ACT Inc., Research Technology, Iowa City, USA","Research Technology, Data Science and Analytics ACT Inc., Iowa City, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Analytics ACT Inc., Research Technology, Iowa City, USA","institution_ids":["https://openalex.org/I4210155253"]},{"raw_affiliation_string":"Research Technology, Data Science and Analytics ACT Inc., Iowa City, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004688849","display_name":"Goran Lazendic","orcid":null},"institutions":[{"id":"https://openalex.org/I2802046543","display_name":"Victorian Curriculum and Assessment Authority","ror":"https://ror.org/02w6dpq08","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801244131","https://openalex.org/I2802046543","https://openalex.org/I4210132500"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Goran Lazendic","raw_affiliation_strings":["Australian Curriculum, Assessment and Reporting Authority, Measurement and Research, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian Curriculum, Assessment and Reporting Authority, Measurement and Research, Sydney, Australia","institution_ids":["https://openalex.org/I2802046543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1223","last_page":"1224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9966999888420105,"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/T10028","display_name":"Topic Modeling","score":0.9966999888420105,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9840999841690063,"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/T11122","display_name":"Online Learning and Analytics","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/session","display_name":"Session (web analytics)","score":0.7583469152450562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7520335912704468},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.5125670433044434},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5114104151725769},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44333869218826294},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44175273180007935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4404636323451996},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4297841191291809},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16366031765937805},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1409292221069336}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.7583469152450562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7520335912704468},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.5125670433044434},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5114104151725769},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44333869218826294},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44175273180007935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4404636323451996},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4297841191291809},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16366031765937805},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1409292221069336},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/tale.2018.8615198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale.2018.8615198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8500000238418579,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2001744998","https://openalex.org/W2105845572","https://openalex.org/W2523258810","https://openalex.org/W2794385356","https://openalex.org/W4292148858","https://openalex.org/W6683687954","https://openalex.org/W6750061050"],"related_works":["https://openalex.org/W4230197055","https://openalex.org/W4296749040","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W2497198634","https://openalex.org/W3012257603","https://openalex.org/W1586784764","https://openalex.org/W4292264782","https://openalex.org/W1559289099","https://openalex.org/W3016450995"],"abstract_inverted_index":{"While":[0],"automated":[1,83,90],"scoring":[2,23,84,91],"of":[3,11,37,62,80,88,102],"constructed":[4,21],"responses":[5],"often":[6],"makes":[7],"it":[8],"onto":[9],"lists":[10],"how":[12],"artificial":[13],"intelligence":[14],"(AI)":[15],"technologies":[16],"will":[17,67],"change":[18],"education,":[19],"and":[20,29,42,53,78,97,99,114],"response":[22],"engines":[24,45],"have":[25],"attracted":[26],"extensive":[27],"research":[28,104],"development":[30],"in":[31],"the":[32,60,76],"past":[33],"few":[34],"decades,":[35],"adoption":[36,109],"these":[38,63],"natural":[39],"language":[40],"processing":[41],"machine":[43],"learning-based":[44],"at":[46],"scale":[47],"has":[48],"been":[49],"slower":[50],"than":[51],"anticipated":[52],"desired,":[54],"with":[55],"significant":[56],"public":[57],"concern":[58],"about":[59],"veracity":[61],"solutions.":[64],"This":[65],"presentation":[66],"share":[68],"a":[69,86,111],"current":[70],"real-world":[71],"example":[72],"to":[73,106],"explicate":[74],"both":[75],"benefits":[77],"challenges":[79],"scaling":[81],"an":[82,89],"solution,":[85],"demonstration":[87],"engine":[92],"including":[93],"its":[94],"key":[95],"features":[96],"methods,":[98],"finally":[100],"discussion":[101],"additional":[103],"required":[105],"further":[107],"support":[108],"for":[110],"large":[112],"population":[113],"diverse":[115],"corpus.":[116]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}