000			03731cam a22004218i 4500
999			_c345 _d345
001			20601365
005			20251027105632.0
008			180726s2019 nyu b 001 0 eng
010			_a 2018029073
020			_a9781138305885 (hbk)
020			_a9781138305908 (pbk)
020			_z9780203728703 (ebk)
040			_aDLC _beng _erda _cDLC
042			_apcc
050	0	0	_aLB1028.43 _b.R48 2019
082	0	0	_aGrad 371.334 _bR434 2019
245	0	0	_aResponsible analytics and data mining in education : _bglobal perspectives on quality, support, and decision-making / _ceditors, Badrul H. Khan, Joseph Rene Corbeil, Maria Elena Corbeil.
263			_a1811
264		1	_aNew York, NY : _bRoutledge, _c2019.
300			_axxvi, 291 pages : _billustrations
336			_atext _btxt _2rdacontent
337			_aunmediated _bn _2rdamedia
338			_avolume _bnc _2rdacarrier
504			_aIncludes bibliographical references and index.
505	0		_aA 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.
650		0	_aEducation _xData processing.
650		0	_aEducation _xResearch _xStatistical methods.
650		0	_aEducation _xDecision making.
650		0	_aData mining.
650		0	_aEducational planning.
700	1		_aKhan, Badrul H. _q(Badrul Huda), _d1958- _eeditor.
700	1		_aCorbeil, Joseph Rene, _eeditor.
700	1		_aValdés-Corbeil, María Elena, _eeditor.
776	0	8	_iOnline version: _tResponsible analytics and data mining in education _dNew York, NY : Routledge, 2019 _z9780203728703 _w(DLC) 2018043131
906			_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg
942			_2ddc _cCIR