Responsible analytics and data mining in education global perspectives on quality, support, and decision making / edited by Badrul H. Khan, Joseph Rene Corbeil, Maria Elena Corbeil.
| Other author | Khan, Badrul H. (Badrul Huda), 1958- |
| Other author | Corbeil, Joseph Rene. |
| Other author | Vald©♭s-Corbeil, Mar©Ưa Elena. |
| Format | Electronic |
| Publication Info | New York, NY : Routledge, Taylor & Francis Group, 2019. |
| Description | 1 online resource. |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Contents | A framework for implementing responsible data mining and analytics in education / Maria Elena Corbeil, Joseph Rene Corbeil, and Badrul H. Khan -- Evolution and facets of data analytics for educational data mining and learning analytics / Venkat Gudivada, Dhana L. Rao, and Junhua Ding -- Historical and theoretical perspectives of data analytics and data mining in education / Didem Tufan and Soner Yildirim -- Mapping responsible learning analytics : a critical proposal / Paul Prinsloo and Sharon Slade -- Pedagogical and interface design issues -- Data sources for educators : mining meaningful data for course and program decision making / Rick Voithofer and Amir Golan -- The role of data analytics in education : possibilities & limitations / Robert Moore -- Learning about learning online : the methodology of discourse analytics / Linda Harasim -- Technological and resource support issues -- Supporting data analytics in education : human and technical resources for collecting, storing, analyzing, and mining data / Dhana L. Rao, Junhua Ding, and Venkat N. Gudivada -- User model interoperability in education : sharing learner data using the experience API and distributed ledger technology / Konstantinos Karoudis and George D. Magoulas -- Human and technological resources needed to develop and sustain a city-wide educational data observatory / Rachel Shanks, Bruce Scharlau, Hataichanok Saevanee, and Kevin Stelfox -- Evaluation and ethical issues -- Assessing data quality : determining what data to trust and use / Barbara Filipczyk, Krzysztof Kania, Grzegorz Filipczyk, and Joanna Paliszkiewicz -- Ethical issues and potential unintended consequences of data-based decision making / Rick Voithofer and Marcia Ham -- The application of ethical themes for responsible data-driven decision making in education / Gwen White -- Management and institutional issues -- Contingency planning for data breaches / Christopher Stevens and Todd Lindsay Wirth -- Minimizing data errors through reflective process and knowledge management structures / Mark E. Deschaine, Raymond W. Francis, and Sue Ann Sharma. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Responsible analytics and data mining in education New York, NY : Routledge, Taylor & Francis Group, 2019 9781138305885 |
| Genre/form | Electronic books. |
| LCCN | 2018043131 |
| ISBN | 9780203728703 (eBook) |
| ISBN | (hbk) |
| ISBN | (pbk) |