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.
نوع المادة : نصاللغة: الإنجليزية الناشر:New York, NY : Routledge, 2019وصف:xxvi, 291 pages : illustrations ; 24 cmنوع المحتوى:- text
- unmediated
- volume
- 9781138305908 (pbk)
- LB1028.43 .R48 2019
نوع المادة | المكتبة الحالية | رقم الطلب | رقم النسخة | حالة | تاريخ الإستحقاق | الباركود | |
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كتاب | UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | LB1028.43 .R48 2019 (إستعراض الرف(يفتح أدناه)) | C.1 | Library Use Only | داخل المكتبة فقط | 30020000111113 | ||
كتاب | UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | LB1028.43 .R48 2019 (إستعراض الرف(يفتح أدناه)) | C.2 | المتاح | 30020000111093 |
Browsing UAE Federation Library | مكتبة اتحاد الإمارات shelves, Shelving location: General Collection | المجموعات العامة إغلاق مستعرض الرف(يخفي مستعرض الرف)
LB1028.43 R33 1999 500 computing tips for teachers and lecturers / | LB1028.43 R33 1999 500 computing tips for teachers and lecturers / | LB1028.43 .R48 2019 Responsible analytics and data mining in education : global perspectives on quality, support, and decision-making / | LB1028.43 .R48 2019 Responsible analytics and data mining in education : global perspectives on quality, support, and decision-making / | LB1028.43 .S232 2003 استخدام الحاسوب والانترنت في ميادين التربية والتعليم / | LB1028.43 .S24 2017 تصميم المناهج و المقررات الإلكترونية عبر شبكة الويب / | LB1028.43 .S29 2010 اتجاهات طلبة الجامعات نحو التعلم الإلكتروني / |
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.