Entry points, 1st year, Common Courses
Academic year 2023/2024
Aalto University (Aalto)
Programme Lead: Mika P. Nieminen, mika.nieminen@aalto.fi
FIRST SEMESTER
| Compulsory Major Courses (14 ECTS) | ECTS |
| Language course: Compulsory degree requirement, both oral and written requirements | 3 |
| Introduction course for master’s students: Academic skills | 1 |
| User-Centred Methods for Product and Service Design | 5 |
| Select one of the following courses: | |
| User Interface Construction | 5 |
| Computational Design and Interaction | 5 |
| Optional Major Courses (select at least 12 ECTS over the two semesters) | |
| Human-Computer Interaction | 5 |
| Device-Agnostic Design | 5 |
| Design of WWW services | 5 |
| Explorative Information Visualization | 5 |
| Seminars and Special courses in Software and Service Engineering | 5 |
| Compulsory I&E Courses (7 ECTS) | |
| Introduction to Digital Business and Venturing | 3 |
| Digital Business Management | 4 |
SECOND SEMESTER
| Compulsory Major Courses (10 ECTS) | ECTS |
| Data-Driven Concept Design | 5 |
| Collaborative Evaluation of Interactive Systems | 5 |
| Optional Major Courses (select at least 12 ECTS over the two semesters) | |
| Device-Agnostic Design | 5 |
| Information Visualization | 5 |
| Artificial Intelligence | 5 |
| Seminars and Special courses in Software and Service Engineering | 5 |
| Compulsory I&E courses (17 ECTS) | |
| Global Business in the Digital Age | 4 |
| Start-up Experience | 9 |
| ICT Innovation Summer School | 4 |
KTH Royal Institute of Technology (KTH)
Programme Leads: Patric Dahlqvist, Cristian Bodgan
FIRST SEMESTER
| Mandatory Courses | ECTS |
| Human-computer Interaction: Principles and Design | 7.5 |
| Research Methodology and Scientific Writing (Can be taken in year 1 or in year 2) | 7.5 |
| Entrepreneurship for Engineers | 6 |
| Conditionally Elective Course: | |
| Internet Marketing | 7.5 |
| Optional Courses | |
| Evaluation Methods in Human-Computer Interaction | 6 |
| Distributed Artificial Intelligence and Intelligent Agents | 7.5 |
SECOND SEMESTER
| Mandatory Courses | ECTS |
| Interaction Design Methods | 7.5 |
| Human-Computer Interaction, Research Seminars | 3 |
| Interaction Programming and the Dynamic Web | 7.5 |
| Business Development Lab of Entrepreneurship Engineers | 9 |
| Summer Course- Entrepreneurship for Engineers | 4 |
| Conditionally Elective Courses, choose one: | |
| Technology-based Entrepreneurship | 7.5 |
| e-Business Strategies | 7.5 |
| Optional Courses | |
| Machine Learning | 7.5 |
| Haptics, Tactile and Tangible Interaction | 7.5 |
University of Twente (UT)
Programme Lead: Mariët Theune, m.theune@utwente.nl
The master programme is provided by Interaction Technology.
FIRST SEMESTER
| Compulsory Major Courses | ECTS |
| Foundations of Interaction Technology | 5 |
| Concepts, Measures and Methods | 5 |
| Human Centred Design | 5 |
| Elective Major Courses | |
| Speech Processing | 5 |
| Data Science | 5 |
| Multisensory Design | 5 |
| Storytelling through Oral Presentation | 5 |
| Storytelling through Sound | 5 |
| Robot Perception, Cognition, and Navigation | 5 |
| Compulsory I&E Courses | |
| I&E Innovation Management Basics: for EIT | 5 |
| Business Development Lab for EIT I | 5 |
SECOND SEMESTER
| Compulsory Major Courses | ECTS |
| Introduction Human-Computer Interaction | 5 |
| Experience Design for Interaction | 5 |
| Elective Major Courses | |
| I-Tech project | 10 |
| Trends in Human Robot Interaction Research | 5 |
| Brain Computer Interfacing | 5 |
| Affective Computing | 5 |
| Conversational Agents | 5 |
| Design and Behaviour Change | 5 |
| Pervasive Computing | 5 |
| Social Robot Design | 5 |
| Advanced Research Projects in Speech Processing | 5 |
| Advanced Project in Conversational Agents | 5 |
| Advanced Project in Brain Computer Interfacing | 5 |
| Advanced Research Projects in Human Robot Interaction | 5 |
| REDI: Research Experiments in Databases and Information Retrieval | 5 |
| Virtual Reality | 5 |
| Storytelling through Sound | 5 |
| Popular Science Writing | 5 |
| Embodied Interaction | 5 |
| Mastering Tinkering | 5 |
| Sports Interaction Technology | 5 |
| Tele-presence Robotics | 5 |
| AI for Autonomous Robots | 5 |
| Compulsory I&E Courses | |
| Business Development Lab for EIT II | 5 |
Elective I&E Courses (Choose one)
| First Semester | ECTS |
| Computer Ethics | 5 |
| Empirical Methods for Designers | 5 |
| Advanced Project in Impact, Innovation and Entrepreneurship | 5 |
| Second Semester | |
| Strategic Technology Management and Innovation | 5 |
| Advanced Topics in Digital Marketing | 5 |
| Information Systems for the Financial Service | 5 |
| Design Thinking for Service and Business Innovation | 5 |
| Advanced Project in Impact, Innovation and Entrepreneurship | 5 |
| Entrepreneurial Finance | 5 |
Technical University of Madrid (UPM)
Programme Lead: Prof. Elena Villalba Mora
Dr. Eng. Elena Villalba Mora is a Professor (Associate) at Universidad Politécnica de Madrid, Spain, in the Computer Science field, concretely in Human Computer Interaction; with more than 18 years’ experience in User Experience, eHealth and eInclusion. She holds a master’s degree in Telecommunications Engineering and a PhD in Biomedical Engineering, both from the Technical University of Madrid (Spain).
FIRST SEMESTER
| Compulsory Major Courses | ECTS |
| Introduction to Human Computer Interaction and Design | 3 |
| Design Methods for Human Computer Interaction | 3 |
| Programming of User Interfaces | 6 |
| Challenges for Accessible Computing for People with Functional Diversity | 4 |
| User Experience and Mobile Interaction | 6 |
| HCID Seminars I | 2 |
| Compulsory I&E Minor Courses: | |
| Introduction to Innovation and Entrepreneurship Management | 6 |
| Introduction To Technology Watch And Competitive Intelligence | 1 |
SECOND SEMESTER
| Compulsory Major Courses | ECTS |
| Evaluation of Interactive Systems | 3 |
| HCI Project | 6 |
| Elective major courses (choose one): | |
| Image Mining | 3 |
| Data Mining | 3 |
| Compulsory I&E Minor Courses | |
| Entrepreneurship and Business Modelling | 6 |
| I&E Seminars | 5 |
| Summer School | 4 |
| Elective I&E Minor (choose one): | |
| Launching of ICT Product/services to the Market (2 ECTS) Exit: 2nd year | 2 |
Polytechnic University of Milan (POLIMI)
Programme Lead: Franca Garzotto
This entry is best suited for applicants with a degree in Computer Science Engineering.
This means a strong base of ICT, computer science, programming, and engineering courses in your transcript of records, including math courses at academic level (e.g., calculus, discrete or stats) and physics. A competitive academic record {of more than 3.4/4 or 4.24/5 or B+) is also needed. Please note that the admission committee of Polimi can specify additional constraints on the individual study plan based on previous studies, in order to compensate possible lacks in basic prerequisites.
FIRST SEMESTER
| Compulsory Major Courses | ECTS |
| Advanced User Interfaces | 6 |
| Data Bases | 5 |
| Software Engineering 2 | 5 |
| Compulsory l&E Courses | |
| Strategy & Marketing | 10 |
| Elective Major Courses: Choose one HCI Course | |
| Videogame Design and Programming | 5 |
| Design and Implementation of Mobile Applications | 5 |
| Choose one ICT Course | |
| Artificial Intelligence | 5 |
| Recommender Systems | 5 |
| Principles of Programming Languages | 5 |
SECOND SEMESTER
| Compulsory Major Courses | ECTS |
| Hypermedia Applications | 5 |
| Computing Infrastructure | 5 |
| Compulsory l&E Courses | |
| Designing Digital Business Innovation Lab | 10 |
| l&E Summer School | 4 |
| Elective Major Courses: Choose one HCI Course | |
| Interaction Design Studio | 5 |
| Process and Service Design | 5 |
| Multidisciplinary Project | 5 |
| Philosophical Issues of Computer Science | 5 |
| Interdisciplinary Course of Robotics | 5 |
| Choose one ICT Course | |
| Computer Graphics | 5 |
| Machine Learning | 5 |
| Computer Security | 5 |
Exit points, 2nd year, Specialisation
Academic year 2024/2025
Aalto University (Aalto)
Programme Lead: Mika P. Nieminen, mika.nieminen@aalto.fi
SPECIALISATION: Cross-Device Interaction
Aalto University offers a specialisation in Cross-Device Interaction with courses on various design and user interface development techniques embarking from web and mobile development towards post-desktop interactions with virtual or augmented reality. Human interaction capabilities and goals largely remain the same even if the used interaction device and implementation methods evolve. 90’s early experimentations with mobile code (Java) have changed to responsive design and mobile-first culture of information consumption. Through developments in sensors, algorithms, and computer graphics we are waiting for the consumer break-through of augmented reality and 3D user interfaces.
| Compulsory Courses (14 ECTS) | ECTS |
| Introduction course for Master's students: Career and working life skills | 1 |
| Language course: Compulsory degree requirement, both oral and written requirements | 3 |
| Design of WWW services | 5 |
| Device-Agnostic Design | 5 |
| Compulsory I&E Courses (6 ECTS) | |
| I&E Study Project | 6 |
| Optional major courses (select at least 10 ECTS) | |
| WWW Applications | 5 |
| Full Stack Web Development | 5-7 |
| Introduction to Virtual Reality | 3 |
| Coding Virtual Worlds | 6 |
| User Interface Construction | 5 |
| Computational Design and Interaction | 5 |
| Seminars and Special courses in Software and Service Engineering | 5 |
Mika P. Nieminen is a Senior University Lecturer at Aalto University School of Science. He is the Programme Director for the master’s programme in ICT Innovation. Mika also leads the HCID programme for the EIT Digital Master School as a whole and coordinates it locally at Aalto. He also teaching several courses on User-Centred Design. His research interests include UCD at large, and user involvement and user-centred design competencies in particular. In the past he has helped to design and built a TimeMachine(2006), a Holodeck (2010), Design War Room (2012) and a cross-dimensional log cabin (2020) enabling collaboration in and out of VR.
KTH Royal Institute of Technology (KTH)
Programme Leads: Patric Dahlqvist, patricd@kth.se; Cristian Bogdan
SPECIALISATION: Physical Interaction Design and Realization
KTH offers a specialisation in Physical Interaction Design and Realisation with courses in design, development and implementation of physical and multimodal interaction. KTH is well fitted for this specialisation with a strong research background in areas like Physical Interaction, Soma design, mobile computing and User Centred Design of communication media. Furthermore, KTH offers a unique and integrated education and research environment with world-leading ICT industries located in Stockholm / Kista. Other facilities accessible to the master's students include an Interaction lab (middla.gitbook.io/lab/), a mobile services lab, a haptics lab, a usability lab, a physical computing lab and a new centre for information visualization (vic-sthlm.se) featuring ultra-high-resolution displays, holographic displays, eye tracking devices and multitouch surfaces.
| Mandatory Courses | ECTS |
| Degree Project in Computer Science and Engineering, specialising in ICT Innovation, Second Cycle | 30 |
| Multimodal Interaction and Interfaces | 7.5 |
| Research Methodology and Scientific Writing (Can be taken in year 1 or in year 2) | 7.5 |
| ICT Innovation Study Project | 6 |
| Physical Interaction Design and Realisation | 7.5 |
| Optional Courses | |
| Human-Computer Interaction, Research Seminars | 3 |
| Haptics, Tactile and Tangible Interaction | 7.5 |
| Ubiquitous Computing | 7.5 |
| Developing Mobile Applications | 7.5 |
| Sensor Based Systems | 7.5 |
| Mobile Networks and Services | 7.5 |
University of Twente (UT)
Programme Lead: Mariët Theune, m.theune@utwente.nl
The master programme is provided by Interaction Technology.
SPECIALISATION: Intelligent Systems
The University of Twente offers a specialisation in Intelligent Systems, examining and developing models that can simulate human intelligence in agents (incl. robots). Such agents can perform automated reasoning and learn automatically from various kinds of data, enabling them to carry out a perception-action cycle of understanding human behaviours and generating system responses. We look at tools and methods that can deal with incomplete, uncertain and ambiguous real-life data, including human speech and language. Students can also learn to design and develop multi-agent systems that can be applied to complex real world problems.
| Compulsory Courses | ECTS |
| I&E study EIT | 6 |
| Research Topics | 4 |
| Final Project | 30 |
| Specialisation Courses (min. 10 ECTS) | |
| Machine Learning I | 5 |
| Natural Language Processing | 5 |
| Multi-Agent Systems | 5 |
| Speech Processing | 5 |
| Data Science | 5 |
| Foundations of Information Retrieval | 5 |
| Machine Learning II | 5 |
| Advanced Project in Natural Language Processing | 5 |
| Deep Learning - from theory to practice | 5 |
| Image Processing and Computer Vision | 5 |
| Human-Robot Communication | 5 |
| Robot Perception, Cognition, and Navigation | 5 |
| Other Elective Courses (max. 10 ECTS) | |
| I-Tech Project | 10 |
| Multisensory Design | 5 |
| Philosophy of Technology | 5 |
| Brand Management | 5 |
| Documentary Practice | 5 |
Mariët Theune is assistant professor at the University of Twente, working in the Human Media Interaction research group. She has a background in computational linguistics and her research interests include automatic language generation, serious games, dialogue systems and embodied conversational agents.
Technical University of Madrid (UPM)
Programme Lead: Prof. Elena Villalba Mora
THIRD SEMESTER
| Compulsory Courses (20 ECTS) | ECTS |
| Accessible Design of Interactive Systems | 4.5 |
| Adaptive Systems | 4.5 |
| Assistive Products | 4.5 |
| E-health: Promoting Healthy Agein | 4.5 |
| HCID Seminars II | 4 |
| Elective Major Courses (choose 1) (4 ECTS) | |
| Management, Relationships and Communication in Working Groups | 4 |
| Intelligent Virtual Environments: Technologies, Architectures and Applications | 4 |
| Compulsory I&E Minor Courses | |
| I&E Study | 6 |
FOURTH SEMESTER
| Compulsory Courses (30 ECTS) | ECTS |
| Master Thesis | 30 |
University of Trento (UNITN)
Programme Lead: Luca Turchet, luca.turchet@unitn.it
SPECIALISATION: Cognitive Interaction
The University of Trento (UNITN) offers a specialisation in cognitive interaction which studies the mental and cognitive processes that are underlaying language, vision, and interaction.
This specialisation provides the student with the interdisciplinary training in language science, neuroscience, psychology, computational methods for the statistical analysis of large amounts of language and perceptual data, and in interface design. Theoretical knowledge will be supplemented by experience acquired in substantial practical projects carried out in research and industry labs.
Further information can be found here.
THIRD & FOURTH SEMESTER
| Compulsory Courses (6 ECTS) | ECTS |
| Innovation and Entrepreneurship Studies in ICT | 6 |
| Elective Courses (choose 24 ECTS) | |
| Social interaction | 6 |
| Mind-Brain Interaction and Cognitive Constraints | 6 |
| Participatory Design | 6 |
| Multisensory Interaction | 6 |
| Prototyping Interactive Systems | 6 |
| Decision-making Processes and Digital Nudging | 6 |
| Visual Brain and Design | 6 |
| Affective Computing | 6 |
| Research Project | 12 |
| Thesis (24 ECTS) | 24 |
| Internship (6 ECTS) | 6 |
Luca Turchet is an Associate Professor at the Department of Information Engineering and Computer Science of University of Trento, where he leads the Creative, Intelligent and Multisensory Interactions Laboratory.
He received master’s degrees (summa cum laude) in Computer Science from University of Verona, in classical guitar and composition from Music Conservatory of Verona, and in electronic music from the Royal College of Music of Stockholm. He received the Ph.D. in Media Technology from Aalborg University Copenhagen.
His scientific, artistic, and entrepreneurial research has been supported by numerous grants from different funding agencies including the European Commission (Marie Curie Individual Fellowship), the European Institute of Innovation and Technology, the European Space Agency, the Italian Minister of Foreign Affairs, and the Danish Research Council. He is co founder of the company Elk, which operates in the sector of Music Technology. He serves as an associate editor for IEEE Access and the Journal of the Audio Engineering Society. He has been guest editor of a special issue of the Journal of the Audio Engineering Society on the Internet of Sounds topic. He is the founder and General Chair of the International Workshop on the Internet of Sounds. His main research interests are in music technology, Internet of Things, human-computer interaction, and perception.