Master Thesis, 30 hp: How to use personalized feedback in a digital learning environment

Are you a student eager to apply your theoretical knowledge and fresh perspectives to real-world challenges? At Saab, we believe that innovation thrives on new ideas, and your master thesis project could be the spark that ignites our next technological breakthrough.
Your role
We recognize the immense value that students bring to our company. Your academic rigor, combined with your enthusiasm for cutting-edge technology, allows you to approach problems with a unique and insightful lens. At Saab, you'll have the opportunity to collaborate with experienced engineers and specialists, gaining invaluable practical experience while making a tangible contribution to our growth and development.
Background
One of our goals at Saab Aeronautics is to make our training more accessible and adapted to our different target audiences.
Providing individual feedback in digital learning environments is often challenging, however new AI technologies provide us with the opportunity to personalize course content. Adapting the training to each individual and giving the right type of feedback at the right time and supporting self-reflection is essential to ensure that our training material is of high quality and has the intended learning impact.
Description of the Thesis Project
The goal of this thesis is to explore how to design AI-generated feedback for best learning outcome. Material from Human Factors and/or Safety Management courses can be used for development, testing, and evaluation. These courses are often offered to heterogeneous groups of participants with different professional and educational backgrounds. Several research questions can be explored within the scope of this thesis, including: What type of information should be used in AI-generated feedback and how should the feedback be designed and presented for the best learning outcomes? What types of tutor-led information and feedback are most suitable to be transferred from a classroom setting to a digital learning environment. For students who wish to take a more technological, computer science approach, the thesis could also include developing and evaluating a RAG-based system using domain-specific data to generate relevant and contextual feedback. This thesis will be performed at Flight Operations and Operational Training, at SAAB Aeronautics.
Your profile
The work is suitable for (1) student with an interest in training, learning design and Human factors. To be eligible for this thesis, you should have skills in Interaction design and Cognitive and/or behavioral science. You are at the end of your computer science or cognitive science education or equivalent and are about to start your 30 credits degree thesis. Specific requirements for experience and completed courses are set for each degree thesis.
We provide the support and guidance you need to translate your theoretical knowledge into practical solutions. Join us and become a driving force behind Saab's technological advancements!
This position requires that you pass a security vetting based on the current regulations around/of security protection. For positions requiring security clearance additional obligations on citizenship may apply.
Kindly observe that this is an ongoing recruitment process and that the position might be filled before the closing date of the advertisement.
Contact information
Anna Nygårdh Birgersson, Head of business support
0734-181198
Anna.NygardhBirgersson@saabgroup.com
Susanna Adolfsson, Master Thesis Supervisor
0734181713
Susanna.adolfsson@saabgroup.com
What you will be a part of
Explore a wealth of possibilities. Take on challenges, create smart inventions, and grow beyond. This is a place for curious minds, brave pioneers, and everyone in between. Together, we achieve the extraordinary, each bringing our unique perspectives. Your part matters.
Saab is a leading defense and security company with an enduring purpose, to help nations keep their people and society safe. Empowered by its 28,000 talented people, Saab constantly pushes the boundaries of technology to create a safer and more sustainable world. Saab designs, manufactures and maintains advanced systems in aeronautics, weapons, command and control, sensors and underwater systems. Saab is headquartered in Sweden. It has major operations all over the world and is part of the domestic defense capability of several nations. Read more about us here.