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Applying data science and learning analytics throughout a learner's lifespan / Goran Trajkovski, Marylee Demeter, Heather Hayes.
- Format:
- Book
- Series:
- Advances in educational technologies and instructional design
- Advances in educational technologies and instructional design (AETID) book series
- Language:
- English
- Subjects (All):
- Education--Data processing.
- Education.
- Data mining.
- Data Mining.
- Medical Subjects:
- Data Mining.
- Physical Description:
- 1 online resource (xxi, 314 pages) : illustrations (chiefly color)
- Place of Publication:
- Hershey, PA : Information Science Reference, an imprint of IGI Global, [2022]
- Contents:
- Do we need a digital data exorcism? : end of life considerations of data mining educational content / James Braman, Alfreda Dudley
- Evaluating self-service business intelligence tools : the influence of cognition needs and innovative cognitive style / Mohammad Daradkeh
- Analyzing and predicting learners' sentiment toward specialty schools using machine learning techniques / Md Shamim Hossain, Mst Farjana Rahman
- Univariate and multivariate filtering techniques for feature selection and their applications in field of machine learning / Dharmendra Patel, Nirali Honest, Pranav Vyas, Atul Patel
- Relationships between out-of-school-time lessons and academic performance among adolescents in four high-performing education systems / David Litz, Shaljan Areepattamannil, Scott Parkman
- Mind the gap : from typical LMS traces to learning to learn journeys / Carmel Kent, Abayomi Akanji, Benedict du Boulay, Ibrahim Bashir, Thomas Fikes, Sue Rodríguez De Jesús, Alysha Ramirez Hall, Paul Alvarado, Jennifer Jones, Mutlu Cukurova, Varshita Sher, Canan Blake, Arthur Fisher, Julie Greenwood, Rosemary Luckin.
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. Hershey, Pa. Available via World Wide Web.
- Description based on online resource; title from digital title page (viewed on June 07, 2022).
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Alumni and Friends Memorial Book Fund.
- Other Format:
- Print version: Applying data science and learning analytics throughout a learner's lifespan
- ISBN:
- 9781799896470
- 1799896471
- 9781799896463
- 1799896463
- Publisher Number:
- 40031145674
- Access Restriction:
- Restricted for use by site license.
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