Author Description

Part I. Introduction -- 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 -- Part Ii. 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 L. Moore -- Learning About Learning Online: The Methodology Of Discourse Analytics / Linda Harasim -- Part Iii. 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 -- Part Iv. 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 -- Part V. Management And Institutional Issues -- Contingency Planning For Data Breaches / Christopher R. Stevens And Todd L. Wirth -- Minimizing Data Errors Through Reflective Process And Knowledge Management Structures / Mark E. Deschaine, Ray Francis, And Sue Ann Sharma. Edited By Badrul H. Khan, Joseph Rene Corbeil, Maria Elena Corbeil. Includes Bibliographical References And Index.