Identification of personal traits in adaptive learning environment: Systematic literature review
An adaptive learning environment provides personalised information to the learner through
self-directed study. An adaptive learning environment model can be subdivided into a …
self-directed study. An adaptive learning environment model can be subdivided into a …
Review of research on student-facing learning analytics dashboards and educational recommender systems
This article is a comprehensive literature review of student-facing learning analytics
reporting systems that track learning analytics data and report it directly to students. This …
reporting systems that track learning analytics data and report it directly to students. This …
Recommender system application developments: a survey
A recommender system aims to provide users with personalized online product or service
recommendations to handle the increasing online information overload problem and …
recommendations to handle the increasing online information overload problem and …
Panorama of recommender systems to support learning
This chapter presents an analysis of recommender systems in Technology-Enhanced
Learning along their 15 years existence (2000–2014). All recommender systems considered …
Learning along their 15 years existence (2000–2014). All recommender systems considered …
Interdisciplinary trends in higher education
W James Jacob - Palgrave communications, 2015 - nature.com
The knowledge economy requires an adept workforce and cadre of leaders to help address
the many challenges and needs facing companies, governments and societies worldwide …
the many challenges and needs facing companies, governments and societies worldwide …
Trends and issues in student-facing learning analytics reporting systems research
We conducted a literature review on systems that track learning analytics data (eg, resource
use, time spent, assessment data, etc.) and provide a report back to students in the form of …
use, time spent, assessment data, etc.) and provide a report back to students in the form of …
Recommender systems: an overview, research trends, and future directions
Recommender system (RS) has emerged as a major research interest that aims to help
users to find items online by providing suggestions that closely match their interest. This …
users to find items online by providing suggestions that closely match their interest. This …
Learning in smart environments: user-centered design and analytics of an adaptive learning system
The complexity of today's learning processes and practices entails various challenges. It is
becoming much harder for teachers to observe, control, and adjust the learning process …
becoming much harder for teachers to observe, control, and adjust the learning process …
Evaluating recommender systems for technology enhanced learning: a quantitative survey
The increasing number of publications on recommender systems for Technology Enhanced
Learning (TEL) evidence a growing interest in their development and deployment. In order …
Learning (TEL) evidence a growing interest in their development and deployment. In order …
The End is the Beginning is the End: The closed-loop learning analytics framework
This article provides a comprehensive review of current practices and methodologies within
the field of learning analytics, structured around a dedicated closed-loop framework. This …
the field of learning analytics, structured around a dedicated closed-loop framework. This …