Advancing Natural Language Processing in Educational Assessment
Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and profess...
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Routledge
2023
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| Online Access: | View this record in EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=3618840&site=ehost-live header: @attributes: shortDbName: nlebk uiTerm: 3618840 longDbName: eBook Collection (EBSCOhost) uiTag: AN controlInfo: bkinfo: btl: Advancing Natural Language Processing in Educational Assessment aug: au: Victoria Yaneva Matthias von Davier sertl: NCME Applications of Educational Measurement and Assessment isbn: 9781032203904 9781032244525 9781000904161 9781000904192 9781003278658 imageinfo: pubinfo: dt: @attributes: year: 2023 month: 01 day: 01 dtAvail: @attributes: year: 2023 month: 12 day: 06 pub: Routledge pubContract: Taylor & Francis (Unlimited) place: New York, NY price: 0.01 limitsGroup: maxCheckoutDays: 1500 copyPages: -1 pda: N printPagesOffline: 60 printPagesOnline: 60 previewPages: 10000 prePubGroup: dewey: @attributes: class: 371.261 item: 371 .261 lc: @attributes: class: LB3060.5 .A48 2023eb item: LB 3060 .5 .A48 2023eb artinfo: ui: 3618840 1380682281 formats: fmt: – @attributes: type: EB doid: NL$3618840$PDF caption: PDF download: Y – @attributes: type: EK doid: NL$3618840$EPUB caption: EPUB download: Y tig: atl: Advancing Natural Language Processing in Educational Assessment ptl: Advancing Natural Language Processing in Educational Assessment aug: au: Victoria Yaneva Matthias von Davier su: Educational tests and measurements--Technological innovations Natural language processing (Computer science) sug: subj: EDUCATION / Testing & Measurement EDUCATION / General EDUCATION / Educational Psychology PSYCHOLOGY / Assessment, Testing & Measurement Educational tests and measurements--Technological innovations Natural language processing (Computer science) ab: Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and professionals may lack a shared understanding of the strengths and limitations of NLP in assessment as well as the challenges that testing organizations face in implementation. This first-of-its-kind book provides evidence-based practices for the use of NLP-based approaches to automated text and speech scoring, language proficiency assessment, technology-assisted item generation, gamification, learner feedback, and beyond. Spanning historical context, validity and fairness issues, emerging technologies, and implications for feedback and personalization, these chapters represent the most robust treatment yet about NLP for education measurement researchers, psychometricians, testing professionals, and policymakers.The Open Access version of this book, available at www.taylorfrancis.com, has been made available under a Creative Commons Attribution-NonCommercial-No Derivatives 4.0 license. pubtype: eBook doctype: Book ougenre: Book language: English copyright: @attributes: flag: N copyrightText: holdings: @attributes: islocal: N |
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