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Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment : With Examples in R and Python / / edited by Alina A. von Davier, Robert J. Mislevy, Jiangang Hao
| Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment : With Examples in R and Python / / edited by Alina A. von Davier, Robert J. Mislevy, Jiangang Hao |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (265 pages) |
| Disciplina | 371.26 |
| Collana | Methodology of Educational Measurement and Assessment |
| Soggetto topico |
Education
Psychometrics Social sciences - Statistical methods Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Psicometria Avaluació educativa Mineria de dades |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-74394-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction. Computational Psychometrics: Towards a Principled Integration of Data Science and Machine Learning Techniques into Psychometrics (Alina A. von Davier, Robert Mislevy and Jiangang Hao) -- Part I. Conceptualization. 2. Next generation learning and assessment: what, why and how (Robert Mislevy) -- 3. Computational psychometrics (Alina A. von Davier, Kristen DiCerbo and Josine Verhagen) -- 4. Virtual performance-based assessments (Jessica Andrews-Todd, Robert Mislevy, Michelle LaMar and Sebastiaan de Klerk) -- 5. Knowledge Inference Models Used in Adaptive Learning (Maria Ofelia Z. San Pedro and Ryan S. Baker) -- Part II. Methodology. 6. Concepts and models from Psychometrics (Robert Mislevy and Maria Bolsinova) -- 7. Bayesian Inference in Large-Scale Computational Psychometrics (Gunter Maris, Timo Bechger and Maarten Marsman) -- 8. Data science perspectives (Jiangang Hao and Robert Mislevy) -- 9. Supervised machine learning (Jiangang Hao) -- 10. Unsupervised machine learning (Pak Chunk Wong) -- 11. AI and deep learning for educational research (Yuchi Huang and Saad M. Khan) -- 12. Time series and stochastic processes (Peter Halpin, Lu Ou and Michelle LaMar) -- 13. Social network analysis (Mengxiao Zhu) -- 14. Text mining and automated scoring (Michael Flor and Jiangang Hao). |
| Record Nr. | UNINA-9910520094903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computerised test generation for cross-national military recruitment : a handbook / / by Sidney H. Irvine ; foreword, Isaac I. Bejar & Robert J. Mislevy
| Computerised test generation for cross-national military recruitment : a handbook / / by Sidney H. Irvine ; foreword, Isaac I. Bejar & Robert J. Mislevy |
| Autore | Irvine S. H. |
| Pubbl/distr/stampa | Amsterdam, Netherlands ; ; Fairfax, Virginia : , : IOS Press, , 2014 |
| Descrizione fisica | 1 online resource (480 p.) |
| Disciplina | 016.35522 |
| Soggetto topico |
Recruiting and enlistment
Occupational aptitude tests Soldiers - Rating of |
| Soggetto genere / forma | Electronic books. |
| ISBN | 1-61499-363-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""Title Page""; ""Contents""; ""Foreword, I.I. Bejar and R.J. Mislevy""; ""Preface and Acknowledgements""; ""Part 1: Five Lessons for a Generation of Tests""; ""CHAPTER 1: Macdonald's Askaris: Five Lessons for BARB""; ""CHAPTER 2: Lessons 1 and 2: Culture Contexts and Test Instructions""; ""CHAPTER 3: Lesson 3: What Tests to Choose: Evidence-Centred Sources""; ""CHAPTER 4: Learning Lesson 3: Testing Tests in the Laboratory""; ""CHAPTER 5: Lesson 4: Scoring with Automatic Item Generation""; ""Part 2: BARB: The British Army Recruit Battery""; ""Introduction to CHAPTER 6 by J. Anderson""
""CHAPTER 6: BARB: From Paper and Pencil Analogues to Prototypes""""CHAPTER 7: Lesson 5: BARB Validations Using Military Criteria""; ""Introduction to CHAPTER 8 by P. Cawkill""; ""CHAPTER 8: On Board with the Royal Navy""; ""CHAPTER 9: Gunnery and Electronics: Learning to Know How""; ""Part 3: The Second Generation""; ""Introduction to CHAPTER 10 by P.C. Kyllonen""; ""CHAPTER 10: From Plymouth to the USA: Another Generation""; ""CHAPTER 11: USA: the Computer-Delivered `Second' Phase""; ""Introduction to CHAPTER 12 by J. Wulf with T. Kutschke"" ""CHAPTER 12: Psychometric Counsel from Europe, with a commentary by F.J. Lescreve on `Belgium: The Operational Campaign'""""CHAPTER 13: The Politics of Psychometrics: Diversity or Adversity?""; ""Part 4: The Shape of Things to Come""; ""Introduction to CHAPTER 14 by M.D. Matthews""; ""CHAPTER 14: The Attributes of Attrition: a Thankless Quest?""; ""CHAPTER 15: Attrition Screens: Convention, Practice, Theory""; ""CHAPTER 16: The Psychometrics of Recruitment and Attrition""; ""List of Tables and Figures""; ""References and Bibliography""; ""Subject Index""; ""Abbreviations"" |
| Record Nr. | UNINA-9910464605003321 |
Irvine S. H.
|
||
| Amsterdam, Netherlands ; ; Fairfax, Virginia : , : IOS Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computerised test generation for cross-national military recruitment : a handbook / / by Sidney H. Irvine ; foreword, Isaac I. Bejar & Robert J. Mislevy
| Computerised test generation for cross-national military recruitment : a handbook / / by Sidney H. Irvine ; foreword, Isaac I. Bejar & Robert J. Mislevy |
| Autore | Irvine S. H. |
| Pubbl/distr/stampa | Amsterdam, Netherlands ; ; Fairfax, Virginia : , : IOS Press, , 2014 |
| Descrizione fisica | 1 online resource (480 p.) |
| Disciplina | 016.35522 |
| Soggetto topico |
Recruiting and enlistment
Occupational aptitude tests Soldiers - Rating of |
| ISBN | 1-61499-363-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""Title Page""; ""Contents""; ""Foreword, I.I. Bejar and R.J. Mislevy""; ""Preface and Acknowledgements""; ""Part 1: Five Lessons for a Generation of Tests""; ""CHAPTER 1: Macdonald's Askaris: Five Lessons for BARB""; ""CHAPTER 2: Lessons 1 and 2: Culture Contexts and Test Instructions""; ""CHAPTER 3: Lesson 3: What Tests to Choose: Evidence-Centred Sources""; ""CHAPTER 4: Learning Lesson 3: Testing Tests in the Laboratory""; ""CHAPTER 5: Lesson 4: Scoring with Automatic Item Generation""; ""Part 2: BARB: The British Army Recruit Battery""; ""Introduction to CHAPTER 6 by J. Anderson""
""CHAPTER 6: BARB: From Paper and Pencil Analogues to Prototypes""""CHAPTER 7: Lesson 5: BARB Validations Using Military Criteria""; ""Introduction to CHAPTER 8 by P. Cawkill""; ""CHAPTER 8: On Board with the Royal Navy""; ""CHAPTER 9: Gunnery and Electronics: Learning to Know How""; ""Part 3: The Second Generation""; ""Introduction to CHAPTER 10 by P.C. Kyllonen""; ""CHAPTER 10: From Plymouth to the USA: Another Generation""; ""CHAPTER 11: USA: the Computer-Delivered `Second' Phase""; ""Introduction to CHAPTER 12 by J. Wulf with T. Kutschke"" ""CHAPTER 12: Psychometric Counsel from Europe, with a commentary by F.J. Lescreve on `Belgium: The Operational Campaign'""""CHAPTER 13: The Politics of Psychometrics: Diversity or Adversity?""; ""Part 4: The Shape of Things to Come""; ""Introduction to CHAPTER 14 by M.D. Matthews""; ""CHAPTER 14: The Attributes of Attrition: a Thankless Quest?""; ""CHAPTER 15: Attrition Screens: Convention, Practice, Theory""; ""CHAPTER 16: The Psychometrics of Recruitment and Attrition""; ""List of Tables and Figures""; ""References and Bibliography""; ""Subject Index""; ""Abbreviations"" |
| Record Nr. | UNINA-9910786669303321 |
|
Irvine S. H.
|
||
| Amsterdam, Netherlands ; ; Fairfax, Virginia : , : IOS Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computerised test generation for cross-national military recruitment : a handbook / / by Sidney H. Irvine ; foreword, Isaac I. Bejar & Robert J. Mislevy
| Computerised test generation for cross-national military recruitment : a handbook / / by Sidney H. Irvine ; foreword, Isaac I. Bejar & Robert J. Mislevy |
| Autore | Irvine S. H. |
| Pubbl/distr/stampa | Amsterdam, Netherlands ; ; Fairfax, Virginia : , : IOS Press, , 2014 |
| Descrizione fisica | 1 online resource (480 p.) |
| Disciplina | 016.35522 |
| Soggetto topico |
Recruiting and enlistment
Occupational aptitude tests Soldiers - Rating of |
| ISBN | 1-61499-363-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""Title Page""; ""Contents""; ""Foreword, I.I. Bejar and R.J. Mislevy""; ""Preface and Acknowledgements""; ""Part 1: Five Lessons for a Generation of Tests""; ""CHAPTER 1: Macdonald's Askaris: Five Lessons for BARB""; ""CHAPTER 2: Lessons 1 and 2: Culture Contexts and Test Instructions""; ""CHAPTER 3: Lesson 3: What Tests to Choose: Evidence-Centred Sources""; ""CHAPTER 4: Learning Lesson 3: Testing Tests in the Laboratory""; ""CHAPTER 5: Lesson 4: Scoring with Automatic Item Generation""; ""Part 2: BARB: The British Army Recruit Battery""; ""Introduction to CHAPTER 6 by J. Anderson""
""CHAPTER 6: BARB: From Paper and Pencil Analogues to Prototypes""""CHAPTER 7: Lesson 5: BARB Validations Using Military Criteria""; ""Introduction to CHAPTER 8 by P. Cawkill""; ""CHAPTER 8: On Board with the Royal Navy""; ""CHAPTER 9: Gunnery and Electronics: Learning to Know How""; ""Part 3: The Second Generation""; ""Introduction to CHAPTER 10 by P.C. Kyllonen""; ""CHAPTER 10: From Plymouth to the USA: Another Generation""; ""CHAPTER 11: USA: the Computer-Delivered `Second' Phase""; ""Introduction to CHAPTER 12 by J. Wulf with T. Kutschke"" ""CHAPTER 12: Psychometric Counsel from Europe, with a commentary by F.J. Lescreve on `Belgium: The Operational Campaign'""""CHAPTER 13: The Politics of Psychometrics: Diversity or Adversity?""; ""Part 4: The Shape of Things to Come""; ""Introduction to CHAPTER 14 by M.D. Matthews""; ""CHAPTER 14: The Attributes of Attrition: a Thankless Quest?""; ""CHAPTER 15: Attrition Screens: Convention, Practice, Theory""; ""CHAPTER 16: The Psychometrics of Recruitment and Attrition""; ""List of Tables and Figures""; ""References and Bibliography""; ""Subject Index""; ""Abbreviations"" |
| Record Nr. | UNINA-9910813578503321 |
|
Irvine S. H.
|
||
| Amsterdam, Netherlands ; ; Fairfax, Virginia : , : IOS Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||