Responsible analytics and data mining in education : global perspectives on quality, support, and decision-making / editors, Badrul H. Khan, Joseph Rene Corbeil, Maria Elena Corbeil.
Material type:
TextPublisher: New York, NY : Routledge, 2019Description: xxvi, 291 p. : ill. ; 24 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9781138305908 (pbk)Subject(s): Education -- Data processing | Education -- Research -- Statistical methods | Education -- Decision making | Data mining | Educational planningAdditional physical formats: Online version:: Responsible analytics and data mining in educationLOC classification: LB 1028.43 | .R434 2019| Item type | Current location | Collection | Call number | Status | Date due | Barcode |
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College Learning Resource Center General Circulation | Non-fiction | LB 1028.43 .R434 2019 (Browse shelf) | Available | CL12046 |
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| LB 1573 .C536 2018 Children's Literature in the reading program : | LB 1025.3 R589 2019 The successful teacher's survival kit : | LB 1027.5 .D36 2019 Basic counselling skills for teachers / | LB 1028.43 .R434 2019 Responsible analytics and data mining in education : | LB 3013.3 SM642 2019 The psychology of school bullying / | LC 4031 .M478 2018 Determining difference from disability : | LC 4704 .E78 2018 Essentials of specific learning disability identification / |
Includes bibliographical references and index.
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.
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