Learning analytics for educational innovation: A systematic mapping study of early indicators and success factors

K Okoye, JT Nganji, S Hosseini - International Journal of …, 2020 - cspub-ijcisim.org
Today, theoretical and practical advancements in information and communication
technologies (ICT) have proven to be indispensable towards achieving the goals of modern …

Learning analytics in higher education—a literature review

P Leitner, M Khalil, M Ebner - … , applications, and trends: A view of the …, 2017 - Springer
This chapter looks into examining research studies of the last five years and presents the
state of the art of Learning Analytics (LA) in the Higher Education (HE) arena. Therefore, we …

Using a multi module model for learning analytics to predict learners' cognitive states and provide tailored learning pathways and assessment

C Troussas, A Krouska, M Virvou - Machine learning paradigms …, 2020 - Springer
Learning analytics brings considerable challenges in the field of e-learning. Researchers
increasingly use the technological advancements emerging from learning analytics in order …

Exploring the benefits and challenges of learning analytics in higher education institutions: A systematic literature review

S El Alfy, J Marx Gómez, A Dani - Information Discovery and Delivery, 2019 - emerald.com
Purpose The potential capabilities and benefits that learning analytics can provide are not
fully utilized. A current stream of research suggests that learning analytics has more to offer …

[图书][B] Learning analytics explained

N Sclater - 2017 - taylorfrancis.com
Learning Analytics Explained draws extensively from case studies and interviews with
experts in order to discuss emerging applications of the new field of learning analytics …

Translating learning into numbers: A generic framework for learning analytics

W Greller, H Drachsler - Journal of Educational Technology & Society, 2012 - JSTOR
With the increase in available educational data, it is expected that Learning Analytics will
become a powerful means to inform and support learners, teachers and their institutions in …

Learning analytics: A systematic literature review

SK Banihashem, K Aliabadi… - … Journal of Virtual …, 2018 - ijvlms.sums.ac.ir
Context Learning analytics is considered as the third wave in educational technology and it
is a new and promising field of study. This study was conducted to clarify benefits and …

[PDF][PDF] Learning analytics

T Elias - Learning, 2011 - Citeseer
Learning is a product of interaction. Depending on the epistemology underlying the learning
design, learners might interact with instructors and tutors, with content and/or with other …

Response of learning analytics to the online education challenges during pandemic: Opportunities and key examples in higher education

I Celik, E Gedrimiene, A Silvola… - Policy Futures in …, 2023 - journals.sagepub.com
Emerging technological advancements can play an essential role in overcoming challenges
caused by the COVID-19 pandemic. As a promising educational technology field, Learning …

Adoption of learning analytics in higher education institutions: A systematic literature review

L Márquez, V Henríquez, H Chevreux… - British Journal of …, 2024 - Wiley Online Library
Learning analytics (LA) is an emerging area that has had extensive development in higher
education in recent years, focused both on the learning process of students within subjects …