Creating smart learning paths

Customized support for personalized learning in web environment

The project (Eurostars E9666) between Claned group, Funka Nu AB and Laurea University of Applied Sciences builds automated scaffolding for online learners using personalized learning paths. A variety of tools will be built along the project. These include setting and scheduling individual learning goals, and methods for supporting effective studying and keeping students engaged.


Web materials, massive open online courses and other learning resources offer nearly unlimited resources for self-directed learning. However, high dropout and other problems have demonstrated that there is a need for personalised support in online learning. Claned provides insights into factors impacting learning, thus reduced drop out ratios, continuously improved learning materials and pedagogy leading to improved education ranking results.


The project will include research on smart learning data algorithms, parameters, tools and metrics to be implemented in Claned’s recommendation engine. As a result, Claned users will be offered highly customized evidence-based learning paths based on the user history, current goals, special needs and statistical evidence. Collaboration with Funka Nu will allow Claned to design and develop a solution that will be used universally, to work for all users, regardless of disabilities. This is a key element for providing truly personalized content and recommendations for individual students.

Project Funding

The project is funded by Eurostars (Project E9666), Tekes and Vinnova. Eurostars supports international innovative projects led by research and development- performing small- and medium-sized enterprises (R&D-performing SMEs). Eurostars supports the development of marketable innovative products, processes and services that help improve the daily lives of people around the world. Eurostars has been developed to meet the specific needs of SMEs. It offers possibilities for international cooperation, enabling small businesses to combine and share expertise and benefit from working beyond national borders.

Project materials

Communication kit

(Project poster, Presentation and Fact sheet)

Introduction video


Litmanen, T., & Autio, L. (In press). Intelligent tutoring in online learning environment. International Technology, Education and Development Conference (INTED 2015), Valencia, Spain.

Funded by

Eurostars (E9666), Tekes and Vinnova


Claned Group, Laurea University of Applied Sciences and Funka


October 2015 – October 2017


1 million Euros

  • Eurostars logotype