The European Conference on Technology-Enhanced Learning (EC-TEL) engages researchers, practitioners, educational developers, entrepreneurs and policy makers to address current challenges and advances in the field. This year’s theme of ‘Data Driven Approaches in Digital Education’ focuses on the new possibilities and challenges brought by the digital transformation of the education systems. The increasing amount of data that can be collected from learning environments but also various wearable devices and new hardware sensors provides plenty of opportunities to rethink educational practices and provide new innovative approaches to learning and teaching. This kind of data can provide new insights about learning, inform individual and group-based learning processes and contribute to a new kind of data-driven education for the 21st century.
The conference will explore how data can be used to change and enhance learning in different ways and to collect evidence for technological innovations in learning: for instance multimodal data, personal data stores, data visualisations for learner and teacher awareness, feedback processes, predictions of learning progress, personalisation and adaptation, as well as data-driven learning designs, or ethics and privacy policies for the data-driven future.
Large-scale learning systems
Personalization, user modelling and adaptation
Learning analytics
Context-aware systems
Recommender systems for TEL
Visualization techniques for learning
Adapted learning flow, content and monitoring process
Serious games, simulations and 3D virtual worlds
Augmented reality
Social computing and social media
Semantic Web
Natural language processing and latent semantic analysis
Remote labs
Mobile, wearable and pervasive technologies
Network infrastructures and architectures for TEL
Sensors and sensor networks
Roomware, ambient displays and ubiquitous devices
Cloud Computing in TEL
eLearning specifications and standards
Interoperability and sharing of devices, tools and architectures
Problem- and project-based learning / Inquiry based learning
Computer-supported collaborative learning
Collaborative knowledge building
Inquiry-based learning
Game-based and simulation-based learning
Story-telling and reflection-based learning
Learning design and design approaches
Technology-enhanced orchestration of learning
Communities of learners and communities of practice
Teaching techniques and strategies for online learning
Learner affect, motivation and engagement
Evaluation methods for TEL
Adaptive learning systems
Cognitive mechanisms in knowledge acquisition and construction
Self-regulated and self-directed learning
Reflective learning
Social processes in teams and communities
Learning group formation
Dynamic assessment of learning
Social awareness
Trust and reputation in TEL
Knowledge management and organizational learning
Schools and universities of the future
Applications of TEL in various domains
Formal education: initial (K-12, higher education), post-initial (continuing education)
Workplace learning
Global learning communities
Lifelong learning
Vocational training
Informal learning
Non-formal learning
Ubiquitous learning
Seamless learning
Massive Open Online Courses (MOOC)
Open educational resources (OER)
Learning Networks
Teacher Networks
Bring your own Device (BYOD)
Learning ecologies, learning ecosystems, fitness and evolvability of learning environments
Business models for TEL
ICT Inclusion for learning
Digital divide and learning
Generation divide and learning
Education policies
Promoting learning and employability within disadvantaged groups and communities
Rural learning
Accessible learning for all
Visual, hearing and physical impairments
Psycho-pedagogic support for users
Standards about accessibility and learning