Presenting a cutting-edge critical analysis of how data, algorithms and surveillance are changing the face of contemporary higher education, this open access book explores the role of big data and learning analytics to provide new insights into th...Loe edasi...
Kiran Sood, Prateek Kalia, Simon Grima, Aryan Chaudhary
(Ilmumisaeg: 01-Nov-2024, Hardback, Kirjastus: Apple Academic Press Inc., ISBN-13: 9781774915943)
Discusses digital analytics as a new trend using new technologies to measure, collect, analyze, and report on data about learners and their contexts to understand and optimize learning and learning environments. Digital analytics is...Loe edasi...
This book provides a conceptual introduction to regression and machine learning and its applications in education research. The book discusses its diverse applications, including its role in predicting future events based on the current data or expl...Loe edasi...
This book provides a conceptual introduction to regression analysis and machine learning and their applications in education research. It discusses their diverse applications, including its role in predicting future events based on the current dat...Loe edasi...
Research data management is becoming more complicated. Researchers are collecting more data, using more complex technologies, all while increasing the visibility of our work with the push for data sharing and open science practices. Ad hoc data ma...Loe edasi...
This book is for those involved in a research study involving original data collection. Whilst it focuses on quantitative data, collected from human participants, many of the practices covered apply to other types of data. It contains foundational...Loe edasi...
By presenting best practices, insights, and future directions, this book empowers readers to use data-informed decisions to optimize learning environments, personalize teaching approaches, and drive student success through learning analytics. This b...Loe edasi...
This book empowers professionals and researchers to leverage learning analytics effectively, enabling datainformed decision-making, improved teaching practices, and tailored educational programs. By presenting best practices and future directions, i...Loe edasi...
This book introduces the fundamentals of the technology satisfaction model (TSM), supporting readers in applying the Rasch model and Structural Equation Modelling (SEM) – a multivariate technique - to higher education (HE) research. User satisfact...Loe edasi...
The purpose of this book is to provide college and university leaders with a resource to help cultivate, implement, and sustain a culture of evidence through the adoption and use of data and analytics-- What does a culture of evidence...Loe edasi...
(Ilmumisaeg: 06-May-2022, Hardback, Kirjastus: Business Science Reference, ISBN-13: 9781799896449)
Examines novel and emerging applications of data science and sister disciplines in gaining insights from data to inform interventions into the learners journey and interactions with an academic or training institution. Topics focus on building mode...Loe edasi...
Offers a collection of resources for mathematics faculty interested in incorporating questions of social justice into their classrooms. The book comprises seventeen classroom-tested modules featuring ready-to-use activities and investigations for co...Loe edasi...
Parents are questioning the value of virtual learning. A way to address such doubts is learning analytics. This book focuses on how learning analytics can measure student e-learning outcomes. Insight from academia, industry, and not-for-profit org...Loe edasi...
Online Learning Analytics is conceived on trying to answer the questions of those who may be skeptical about online learning. Through better understanding and applying learning analytics, we can assess how successful learning and student/faculty eng...Loe edasi...
This book presents an integrated approach to learning about research design alongside statistical analysis concepts. Strunk and Mwavita maintain a focus on applied educational research throughout the text, with practical tips and advice on how to...Loe edasi...
This book presents an integrated approach to learning about research design alongside statistical analysis concepts. Strunk and Mwavita maintain a focus on applied educational research throughout the text, with practical tips and advice on how to...Loe edasi...
