Publications

75+ peer-reviewed publications spanning AI for wellbeing, learning engineering, educational games, and human-centered design. 1,500+ citations.

Research Areas

Research

Positive AI / AI for Wellbeing

Designing AI systems that actively promote human flourishing in education and healthcare, not just avoiding harm but maximizing positive outcomes.

Research

Learning Engineering

Using large-scale experiments and data-driven methods to optimize educational content, with work reaching millions of students globally.

Research

Resonance in Interaction Design

Exploring how principles of resonance and synchronization from physics and neuroscience can guide human-AI system design.

Research

Empirical Aesthetics

Investigating how aesthetic experience influences interaction, engagement, and wellbeing through large-scale experiments.

Featured Publications

The Harmony of Opposites in Design and Philosophy

The Harmony of Opposites in Design and Philosophy

Lomas JD, Xue H

Bloomsbury Publishing, 2025

Explores how opposition and conflict can paradoxically serve as generative forces for harmony in design, drawing on classical Chinese and Greek philosophy, music theory, and the Unified Model of Aesthetics.

Is Difficulty Overrated? The Effects of Choice, Novelty and Suspense on Intrinsic Motivation in Educational Games

Is Difficulty Overrated? The Effects of Choice, Novelty and Suspense on Intrinsic Motivation in Educational Games

Lomas JD, Koedinger K, Patel N, Shodhan S, Poonwala N, Forlizzi J

CHI 2017, 2017(Honorable Mention)

Honorable Mention Award. Large-scale experiments (70K subjects) showing players prefer easier game versions, with choice, novelty and suspense driving motivation more than difficulty.

paperACM DL
Interface Design Optimization as a Multi-Armed Bandit Problem

Interface Design Optimization as a Multi-Armed Bandit Problem

Lomas JD, Forlizzi J, Poonwala N, Patel N, Shodhan S, Patel K, Koedinger K, Brunskill E

CHI 2016, 2016

Demonstrating how AI-assisted experimentation using multi-armed bandits can more rapidly identify effective design conditions in educational software.

paperACM DL
Harmony in Design: A Synthesis of Literature from Classical Philosophy, the Sciences, Economics, and Design

Harmony in Design: A Synthesis of Literature from Classical Philosophy, the Sciences, Economics, and Design

Lomas JD, Xue H

She Ji, 2022

A comprehensive synthesis exploring how principles of harmony from philosophy, science, and economics can inform design practice.

Resonance as a Design Strategy for AI and Social Robots

Resonance as a Design Strategy for AI and Social Robots

Lomas JD, Lin A, Dikker S, Forster D, Lupetti ML, Huisman G, Habekost J, et al.

Frontiers in Neurorobotics, 2022

Exploring how resonance—the tendency of systems to synchronize—can guide the design of AI and robotic systems that harmonize with humans.

paperopen access
Optimizing Challenge in an Educational Game Using Large-Scale Design Experiments

Optimizing Challenge in an Educational Game Using Large-Scale Design Experiments

Lomas D, Patel K, Forlizzi JL, Koedinger KR

CHI 2013, 2013

Pioneering work on using large-scale A/B testing (10K subjects) to optimize educational game design based on empirical evidence.

paperACM DL
Developing and Evaluating a Design Method for Positive Artificial Intelligence

Developing and Evaluating a Design Method for Positive Artificial Intelligence

van der Maden W, Lomas D, Hekkert P

AI EDAM, 2024

A framework and method for designing AI systems that actively promote human wellbeing rather than merely avoiding harm.

Recent Publications (2021-2026)

2026

Parametric Analysis of Feature-Specific Neural Coding During Music Imagery and Perception

Lomas D, et al.

ICASSP 2026 — IEEE International Conference on Acoustics, Speech and Signal Processing

Canonical Correlation Approach for Predicting Music Aesthetic Ratings from EEG Sensors

Lomas D, et al.

IEEE Applied Sensing Conference (APSCON) 2026

2025

The Harmony of Opposites in Design and Philosophy

Lomas JD, Xue H

In: Considering, Questioning and Re-Imagining Harmony (Bloomsbury)

From Dead-ends to Dialogue: Third Workshop on Design Research & GenAI

van der Maden W, van der Burg V, Halperin BA, Jääskeläinen P, Kun P, Lomas D, et al.

DIS 2025

When Discourse Stalls: Moving Past Semantic Stopsigns about Generative AI in Design Research

van der Maden W, van der Burg V, Halperin BA, Jääskeläinen P, Lindley J, Lomas D, Merritt T

arXiv

Enhancing Aesthetic Appeal of AI-Generated Product Designs through LoRA Fine-Tuning

Liao D, Lomas JD, Yu C

arXiv

2024

Developing and Evaluating a Design Method for Positive Artificial Intelligence

van der Maden W, Lomas D, Hekkert P

AI EDAM

Death of the Design Researcher? Creating Knowledge Resources Using Generative AI

van der Maden W, van Beek E, Halperin BA, Jääskeläinen P, Kang E, Kun P, Lomas JD, et al.

DIS 2024

Improved Emotional Alignment of AI and Humans: Ratings by Stable Diffusion & DALL-E

Lomas JD, van der Maden W, Bandyopadhyay S, Lion G, Patel N, Jain G, Litowsky Y, Xue H, Desmet P

arXiv

Automated Surgical Step Recognition in Transurethral Bladder Tumor Resection Using AI

Deol ES, Tollefson MK, Antolin A, Zohar M, Bar O, Ben-Ayoun D, Mynderse LA, Lomas DJ, et al.

Frontiers in Artificial Intelligence

Evaluating the Alignment of AI with Human Emotions

Lomas JD, van der Maden W, et al.

Advanced Design Research 2 (2), 88-97

Developing the Healthy Actions and Lifestyles to Avoid Dementia (Hispanos y el ALTo a la Demencia) Program

Moukarzel S, Zlatar ZZ, Hartman SJ, Lomas D, Feldman HH, Banks SJ, et al.

Alzheimer's & Dementia: Translational Research & Clinical Interventions 10

Decoding Listener Identity: Person Identification from High-Frequency EEG Rhythms during Music Perception

Pandey P, Jha A, Miyapuram KP, Lomas D

TechRxiv 2024 (0614)

2023

A framework for designing AI systems that support community wellbeing

van der Maden W, Lomas JD, Hekkert P

Frontiers in Psychology

Positive AI: Key challenges in designing artificial intelligence for wellbeing

van der Maden W, Lomas JD, Hekkert P

arXiv / Wellbeing-aligned AI workshop

Improving Mathematics Assessment Readability: Do Large Language Models Help?

Patel N, Nagpal P, Shah T, Sharma A, Malvi S, Lomas D

Journal of Computer Assisted Learning

Towards a Design (Research) Framework with Generative AI

van der Maden W, van Beek E, Nicenboim I, van der Burg V, Kun P, Lomas JD, Kang E

DIS 2023

Fourth Annual Workshop on A/B Testing and Platform-Enabled Learning Research

Ritter S, Heffernan NT, Williams JJ, Lomas D, et al.

L@S 2023

Predicting Drum Beats from High-density Brain Rhythms

Chaudhary S, Miyapuram KP, Lomas D

COMAD/CODS 2023

Decoding Individual and Shared Experiences of Media Perception Using CNN Architectures

Johri R, Pandey P, Miyapuram KP, Lomas JD

MIUA 2023

Detecting Moments of Distraction During Meditation Practice Based on Changes in the EEG Signal

Pandey P, Rodriguez-Larios J, Miyapuram KP, Lomas D

IEEE Applied Sensing Conference (APSCON) 2023

Stronger Correlation of Music Features with Brain Signals Predicts Increased Levels of Enjoyment

Pandey P, Bedmutha PS, Miyapuram KP, Lomas D

IEEE Applied Sensing Conference (APSCON) 2023

2022

Harmony in Design: A Synthesis from Classical Philosophy, Sciences, Economics, and Design

Lomas JD, Xue H

She Ji: The Journal of Design, Economics, and Innovation

The Enigma of Mind: A Theory of Evolution and Conscious Experience

Lin A, Lomas JD

In: Enigmas — Darwin College Lectures (Cambridge University Press)

Resonance as a Design Strategy for AI and Social Robots

Lomas JD, Lin A, Dikker S, Forster D, Lupetti ML, Huisman G, Habekost J, et al.

Frontiers in Neurorobotics

Initial Psychometric Properties of 7 NeuroUX Remote Ecological Momentary Cognitive Tests

Moore RC, Parrish EM, Van Patten R, Paolillo E, Filip TF, Bomyea J, et al.

JMIR

Music Identification Using Brain Responses to Initial Snippets

Pandey P, Sharma G, Miyapuram KP, Subramanian R, Lomas D

ICASSP 2022

Real-time Sensing and NeuroFeedback for Practicing Meditation Using EEG and Eye Tracking

Pandey P, Gupta P, Chaudhary S, Miyapuram KP, Lomas D

IEEE TENSYMP 2022

EEG Spectral Correlates of Rapid and Deep Slow Breathing States

Patnaik S, Pandey P, Arun I, Yadav G, Miyapuram KP, Lomas D

IEEE TENSYMP 2022

Classifying EEG Signals of Mind-Wandering Across Different Styles of Meditation

Chaudhary S, Pandey P, Miyapuram KP, Lomas D

International Conference on Brain Informatics

Design for Wellbeing During Covid-19: A Cybernetic Perspective on Data Feedback Loops

van der Maden W, Lomas JD, Hekkert P

DRS 2022 Bilbao

EdOptimize — An Open-Source K-12 Learning Analytics Platform

Shah T, Patel N, Lomas D, Sharma A

LAK22 — 12th Intl. Conference on Learning Analytics & Knowledge

Equitable Access to Intelligent Tutoring Systems Through Paper-Digital Integration

Patel N, Thakkar M, Rabadiya B, Patel D, Malvi S, Sharma A, Lomas D

Intelligent Tutoring Systems (ITS)

Third Annual Workshop on A/B Testing and Platform-Enabled Learning Research

Ritter S, Heffernan N, Williams JJ, Lomas D, Motz B, Basu Mallick D, et al.

L@S 2022

Electroencephalography (EEG) Dataset During Naturalistic Music Listening Comprising Different Genres

Pandey P, Sharma G, Miyapuram KP, Subramanian R, Lomas D

Data in Brief 45, 108663

Towards the Development of Personalized and Generalized Interfaces for Brain Signals Across Different Styles of Meditation

Singh S, Pandey P, Chaudhary S, Miyapuram KP, Lomas J

13th Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP)

MyWellnessCheck: Designing a Student and Staff Wellbeing Feedback Loop to Inform University Policy and Governance

Lomas JD, van der Maden W

Proceedings of Relating Systems Thinking and Design (RSD10) 2021 Symposium

Quantum Computing: From Hardware to Society

Vermaas PE, Wimmer MT, Lomas JD, Almudever CG, Scappucci G

Delft University of Technology

2021

Design Space Cards: Using a Card Deck to Navigate the Design Space of Interactive Play

Lomas JD, Karac M, Gielen M

CHI PLAY / PACM HCI

The Resonance Pod: Applying Haptics to Promote Relaxation Through Breathing Entrainment

Shor D, Ruitenburg Y, Boere W, Lomas JD, Huisman G

IEEE World Haptics

UpGrade: An Open Source Tool to Support A/B Testing in Educational Software

Ritter S, Murphy A, Fancsali SE, Fitkariwala V, Patel N, Lomas JD

L@S Workshop

GuessTheMusic: Song Identification from Electroencephalography Response

Sonawane D, Miyapuram KP, Rs B, Lomas DJ

ACM IKDD CODS and COMAD

Predicting Dominant Beat Frequency from Brain Responses While Listening to Music

Pandey P, Ahmad N, Miyapuram KP, Lomas D

IEEE BIBM 2021

Modeling NAEP Test-taking Behavior Using Educational Process Analysis

Patel N, Sharma A, Shah T, Lomas D

Journal of Educational Data Mining

Second Workshop on Educational A/B Testing at Scale

Ritter S, Heffernan NT, Williams JJ, Lomas D, Bicknell K

L@S 2021

MUSIN-G: Music Listening-Genre EEG Dataset

Miyapuram KP, Pandey P, Ahmad N, Shiraguppi BR, Sharma E, et al.

OpenNeuro

The Impact of COVID-19 on University Teaching and Learning: Evidence for the Central Importance of Student and Staff Well-being

Lomas D, Matzat U, Stevens T, Pei L, Rouwenhorst C, den Brok P, et al.

4TU. Centre for Engineering Education

Designing Data-Informed Intelligent Systems to Create Positive Impact: Design Methods, Questions and Recommendations

Lomas JD, Patel N, Forlizzi JL

Relating Systems Thinking and Design (RSD10) Symposium, 154-170

Proceedings of the Workshop on Process Analysis Methods for Educational Data

Patel N, Lomas D, Shah T (eds.)

CEUR Workshop Proceedings 3051

Earlier Publications (2007-2020)

2020

How Might Data-Informed Design Help Reduce the Poverty Achievement Gap?

Lomas JD

Neuroscientific Perspectives on Poverty

Designing Smart Systems: Reframing AI for Human-Centered Designers

Beardow C, van der Maden W, Lomas J

TMCE 2020

Workshop Proposal: Educational A/B Testing at Scale

Ritter S, Heffernan N, Williams JJ, Settles B, Grimaldi P, Lomas D

L@S 2020

Classifying Songs with EEG

Sonawane D, Miyapuram KP, Lomas DJ

arXiv preprint arXiv:2010.04087

Should We Add a Progress Meter? How A/B Testing Can Support Rapid Cycles of Data-Informed Design

Lomas D, Raval D, Ritter S, Dumoulin D, Geraedts P, Maljers V, Mens I, et al.

ACM Learning at Scale — Workshop on Educational A/B Testing

2019

Designing an Escape Room in the City for Public Engagement with AI-Enhanced Surveillance

Kihara T, Bendor R, Lomas D

CHI Extended Abstracts

Monster Mischief: A Game-Based Assessment of Selective Sustained Attention in Young Children

Godwin KE, Lomas D, Koedinger KR, Fisher AV

International Journal of Gaming

Gamified Mobile Cognitive Tests: Preliminary Feasibility in Persons with Bipolar Disorder

Filip T, Kamarsu S, Lomas D, Eyler L, Depp C, Moore R

Archives of Clinical Neuropsychology

Continuous Improvement: How Systems Design Can Benefit the Data-Driven Design Community

Lomas J, Patel N, Forlizzi J

Proceedings of RSD7, Relating Systems Thinking and Design 7

2018

Using Mobile Health Gamification to Facilitate CBT Skills Practice in Child Anxiety Treatment

Pramana G, Parmanto B, Lomas J, Lindhiem O, Kendall PC, Silk J

JMIR Serious Games

Curriculum Pacing: A New Approach to Discover Instructional Practices in Classrooms

Patel N, Sharma A, Sellman C, Lomas D

International Conference on Intelligent Tutoring Systems

Towards a Domain-Specific Design Platform for Wheelchair User Well-being

Bourgeois J, Liu S, Kortuem G, Lomas D

ACM International Joint Conference

CHI 2018 Workshop: Data-Driven Educational Game Design

McLaren BM, Asbell-Clarke J, Hammer J

CHI Extended Abstracts

2017

Is Difficulty Overrated? Effects of Choice, Novelty and Suspense on Intrinsic Motivation

Lomas JD, Koedinger K, Patel N, Shodhan S, Poonwala N, Forlizzi JL

CHI 2017 (Honorable Mention)

Mining Frequent Learning Pathways from a Large Educational Dataset

Patel N, Sellman C, Lomas D

arXiv

2016

Interface Design Optimization as a Multi-Armed Bandit Problem

Lomas JD, Forlizzi J, Poonwala N, Patel N, Shodhan S, Patel K, Koedinger K, Brunskill E

CHI 2016

2015

Monster Mischief: Designing a Video Game to Assess Selective Sustained Attention

Godwin KE, Lomas D, Koedinger KR, Fisher AV

International Journal of Gaming and Computer-Mediated Simulations

India's Design Guru: MP Ranjan

Lomas D

She Ji

Accelerating Theory Development with Large Online Experiments: Towards an Interaction Design Science

Lomas D

Human Computer Interaction Consortium (HCIC)

2014

Reducing Anxiety: Training Attentional Disengagement from Threat Using a Modified Spatial Cueing Task

Eltiti S, Siefke JJ, Lomas D, Williams J

SOJ Psychology 1 (3), 1-8

2013

Optimizing Challenge in an Educational Game Using Large-Scale Design Experiments

Lomas D, Patel K, Forlizzi JL, Koedinger KR

CHI 2013

The Power of Play: Design Lessons for Increasing the Lifespan of Outdated Computers

Lomas D, Kumar A, Patel K, Ching D, Lakshmanan M, Kam M, Forlizzi JL

CHI 2013

Supporting Social-Emotional Development in Collaborative Inquiry Games for K-3 Science

Aleven V, Dow S, Christel M, Stevens S, Rosé C, Koedinger K, Myers B, et al.

Games+Learning+Society

2012

RumbleBlocks: Teaching Science Concepts to Young Children Through a Unity Game

Christel MG, Stevens SM, Maher BS, Brice S, Champer M, Jayapalan L, et al.

International Conference on Computer Games

The Rise of the Super Experiment

Stamper JC, Lomas D, Ching D, Ritter S, Koedinger KR, Steinhart J

International Educational Data Mining Society

Effects of Adaptive Sequencing Algorithms on Player Engagement Within an Online Game

Lomas D, Stamper J, Muller R, Patel K, Koedinger KR

International Conference on Intelligent Tutoring Systems

Internet Scale Experimental Design and Deployment for Educational Games Using BrainPOP

Stamper J, Lomas D, Ching D, Linch K, Ritter S

Games+Learning+Society

Using Time Pressure to Promote Mathematical Fluency

Ritter S, Nixon T, Lomas D, Stamper J, Ching D

International Conference on Intelligent Tutoring Systems (ITS)

2011

Battleship Numberline: A Digital Game for Improving Estimation Accuracy on Fraction Number Lines

Lomas D, Ching D, Stampfer E, Sandoval M, Koedinger K

Society for Research on Educational Effectiveness

When a Console Game Becomes CSCL: Play, Participatory Learning and 8-bit Home Computing in India

Lomas D, Ching D, Hoadley C, Patel K, Kam M

International Society of the Learning Sciences

2010

Some Consideration on the (In)Effectiveness of Residential Energy Feedback Systems

Pierce J, Fan C, Lomas D, Marcu G, Paulos E

ACM Conference on Designing Interactive Systems

2009

The Social Movement Laboratory: A Catalog of Hybrid Science-Art Research

Lomas D

UC San Diego (MFA, Visual Arts)

2008

Playpower: Radically Affordable Computer-Aided Learning with $12 TV-Computers

Lomas D, Douglass J, Rehn D

Meaningful Play Conference

2007

Cognitive Artifacts: An Art-Science Engagement

Lomas D

ACM SIGCHI Conference on Creativity & Cognition

Featured Student Work

Highlighted theses with notable outcomes — publications, startup launches, or distinctions. See the full archive below.

PhD2024

Willem van der Maden

Designing Positive AI: How optimizing for contextual wellbeing inspired a design method for artificial intelligence that promotes human flourishing

Developed methods for designing AI systems centered on human flourishing, including the 'My Wellness Check' longitudinal study with 20,000+ participants during COVID-19.

MScCum Laude (9.5/10)2023

Dinuo Liao

Generative AI & Tangible Products: Human-AI Synergy in 3D-printed Lamp Design

Explored LoRA fine-tuning with human aesthetic feedback to enhance AI-generated product designs, with methods for converting designs into 3D-printable objects.

MScCum Laude2023

Tamay Oudhof

Future Framing Method: Utilizing the power of co-creation and AI when envisioning the future

Developed a toolkit combining futuring methods, creativity, and AI (ChatGPT + MidJourney) to help teams envision desirable futures collaboratively.

MSc2024

Xin Wen

Can AI Deepen Our Connection to Human Values?

Designed a game using ChatGPT and the Sciffle Box to help players explore and discuss corporate values aligned with personal human values.

MSc2024

Shuyue Jin

How Might Human Experience Inform AI Systems?

Investigated how aesthetic beauty and embodied human experience can inform the design of AI systems, addressing limitations in current AI capabilities.

MSc2021

Caiseal Beardow

NeuroAesthetic Resonance: A cybernetic system optimizing audiovisual experience through EEG feedback

Built an art-science installation using EEG brain activity to create a feedback loop that enhances neural and aesthetic resonance in real-time.

MSc2021

H. Monteiro Rego Meyrelles

Atrium: Facilitating Social Interactions for Sustained Wellbeing in a Digital Campus Life

Designed a wellbeing-informed digital platform to lower friction in initiating social interactions between university peers during COVID-19 remote learning.

MSc2021

Frederik Ueberschär

AI for Experience: Designing with Generative Adversarial Networks to evoke climate fascination

Created LANDSHAPES, an interactive museum installation using GANs to generate aerial landscapes that evoke climate engagement through beauty and fascination.

MSc2020

Ferkan Metin

Envision Glasses: AI-powered smartglasses for the visually impaired

Designed AI smartglasses with camera, speaker, text/face recognition, and remote sighted-person assist. Launched with preorders on graduation day.

MSc2020

Bryan Zaaijer

Haptic Vision: Developing a vision for the SenseGlove VR glove

Designed hand tracking, force feedback, and tactile feedback for VR haptic gloves. Joined SenseGlove after graduating.

MSc2018

Tomo Kihara

Escape the Smart City: A critical pervasive game about AI-enhanced surveillance

Created a city-scale escape room raising awareness about AI surveillance in smart cities. Published at CHI 2019 Extended Abstracts.

MSc2018

Mihovil Karac

Design Space Cards: A card deck for navigating the design space of interactive play

Developed a physical card deck tool for generating game design concepts. Published in CHI PLAY / PACM HCI.

Complete Thesis Archive

51 student theses supervised at TU Delft (42 MSc, 9 BSc). Source: TU Delft Pure.

2026 (3)

MAIK: Modular Artificial Intelligence Kit
MScmentor
MAIK: Modular Artificial Intelligence Kit

Arnau Castillo, E.E. Furia

AI tools have entered design teams faster than the shared practices for using them. Inside design teams, every designer already uses AI in their own way, but what one designer learns never reaches the rest of the group. This thesis investigated how AI can be integrated into the early-stage design workflow of a…

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MScmentor
Futures of disruptive technologies: An AI-enhanced foresight tool for exploring the future of disruptive technologies

R.J. Bouman

This graduation project investigates how policymakers and strategists can be supported in exploring long-term futures shaped by the convergence of disruptive technologies. The project was conducted in collaboration with Quantum Delta NL and its Centre for Quantum and Society (CQS), which develops tools to explore the…

Co-Creating a Human-Centered AI Learning System for the Future of Education
MScmentor
Co-Creating a Human-Centered AI Learning System for the Future of Education

J.H. Boyle, Z.H. Krullaars

As Artificial Intelligence (AI) becomes a staple in modern classrooms, educators face a growing dilemma: how to effectively embrace personalization without compromising instructional control or inadvertently encouraging student academic dishonesty. This research addresses the current "black box" nature of AI in…

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2025 (3)

MScmentor
Bag-to-Remote: An Integrated and Modular Baggage Delivery Service

J.W. van den Berg, S.C. Santema

As global air travel continues to rise, airports are investing in smoother passenger experiences: particularly during the departure process. Yet for many passengers, the moment of arrival remains stressful. At airports, this problem is particularly present for leisure passengers carrying heavy baggage. This thesis…

MScmentor
AI boosted User Experiences for Polestar

B.J. Perk, L.W.L. Simonse

This thesis investigates the strategic integration of Artificial Intelligence (AI) to enhance user experience (UX) in the automotive sector, with a focus on Polestar, a premium electric vehicle manufacturer. Through an strategic and exploratory design-driven approach, the research identifies AI-powered UX…

MScmentor
Adaptive Reuse of Water Heritage In The Dutch Polder Landscape: Bridging Theory and Practice in the Redevelopment of a Historic Pumping Station

J.C. de Jong

This thesis focuses on the adaptive reuse of obsolete historic water infrastructure in the Dutch Polder landscape. It examines how these heritage structures can be reimagined to effectively serve contemporary social, cultural, and environmental needs. The goal of this research is to guide the development of an…

2024 (4)

MScmentor
Smart Kitchens and Smarter Conversations: Mapping Human-AI dynamics and expectations of applying GPT (Generative Pre-trained Transformer) models as an interface in smart kitchen ecosystems

Eric Heng Gu, Vincent Hofstee, Wouter Ditters, Y. Khinvasara

We are on the verge of reversing a technological paradox. With the right steps, we can leverage the power of artificial intelligence to revolutionize the world of smart kitchen appliances. Imagine a kitchen where your fridge, oven, and cooking hob understand and anticipate your needs, making cooking a breeze and a…

MScmentor
Designing for the future of secondary education

J.J. Tamsma, Michiel van Zomeren

The adoption of ChatGPT among students for academic assistance, including report writing, has sparked debates on its integration into secondary education. Despite initial resistance, ChatGPT has firmly entrenched itself in secondary schools, necessitating a comprehensive exploration of its adoption and the design…

MScmentor
Image-based AI for Industrial Design: How aligning semantics among desingers helps them use AI tools more effectively

B.H.P. Theijse, Stef de Groot

This research explores the opportunities and limitations of image-based AI tools for industrial design. In collaboration with designers at Royal Gazelle, several tools were tested. AI tools can broaden and speed up the creative processes but also lack control for the user. AI models and designers use different terms…

MScmentor
How Might ChatGPT Improve the Accessibility of Quantum Computing?: A design research on improving Quantum Computing accessibility trough AI

C. D'Arcangelis

The evolution of higher education and technological advancements has transformed the accessibility and understanding of complex subjects, such as quantum computing. Traditionally, higher education has focused on specialized knowledge, making it challenging for individuals to explore diverse fields beyond their…

2023 (7)

Future framing method: utilizing the power of co-creation and AI when envisioning the future
MScmentor
Future framing method: utilizing the power of co-creation and AI when envisioning the future

T. Oudhof

Society currently faces many complex and significant challenges, dilemmas that lack straightforward solutions and are deeply interconnected. These problems demand a transformative approach that involves reevaluating people’s values, beliefs, attitudes, and behavior. Amidst these ongoing challenges, there is a…

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PLAI: Positive Implementation of Generative AI in Education Through Play-Based Learning
MScmentor
PLAI: Positive Implementation of Generative AI in Education Through Play-Based Learning

T.M.L. Visser

Generative AI has had a profound impact on various sectors since mid-2022. The rapid adoption by students poses challenges for student assessment and raises concerns about student development. This thesis delves into the subject and proposes a positive implementation in education through play-based learning. The…

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MScmentor
More Connected Than Ever: Value connection through a Sciffle Box game with ChatGPT

Anko Elzes, X. Wen

Background This master’s thesis focuses on developing a game that utilizes ChatGPT and the Sciffle Box to guide players in discussing their understanding of corporate values and connecting more deeply with corporate values based on their own human values. Values are abstract and challenging to comprehend. In…

MScmentor
Design for Diverse Body Shapes with AI: Exploring AIGC Applications for DINED Mannequin Generation

Y. Ma

What In this project, a workflow method integrating generative AI has been developed. This versatile approach can be applied to a variety of body shape-related design tasks. For instance, designers can leverage this method effectively to generate design inspirations, enabling them to establish detailed design themes…

Generative AI & Tangible Products: Human-AI Design of 3D-printed Lamps
MScmentor
Generative AI & Tangible Products: Human-AI Design of 3D-printed Lamps

D. LIAO

New generative AI systems can make beautiful pictures, but can they help produce functional products? This graduation project investigated the potential for generative AI to aid the design of functional, 3D-printed lamps. Two studies were conducted to assess the degree to which AI can measurably improve design…

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MScmentor
Stomatal Conductance Patterns and Advanced Automatic Control: With Application to Small Scale Agriculture

I. PANAGOPOULOS, Javier Lomas

Humanitarian, environmental, and political concerns have contributed to the evolution of agricultural technology, also known as AgTech. Researchers from various scientific backgrounds are diving into AgTech to ensure the world's food security, create a sustainable future for agriculture, and pave the way for…

MScmentor
Introducing Basic Aspects of Quantum Physics through Cymatics

A.J.C. van der Helm, M. Weber

The market of quantum computing is growing rapidly due to the rising demand of high-performance computing. By combining quantum theory and computer science, quantum computing shows great promise for future application in fields like algorithms, cryptography, machine learning and quantum simulation. Current…

2022 (15)

MScmentor
How might human experience inform AI systems

J. Wu, S. Jin

The problem we want to address AI(Artificial intelligence) is diving into people’s lives as its algorithm continues to iterate. However, the algorithmic and quantitative systems do not seem to access people’s experiences, which always include emotional and qualitative factors. How can an AI system understand people’s…

MScmentor
Design engagement for the Recharge app to help and motivate users throughout the program

A.R.V. Choenni

Due to an increase in remote working concerns around mental and physical health are increasing. Most people are aware of this problem, but find it hard to improve their health. Recharge is a company that wants to help these people by providing an app where users experience an one-week Bootcamp. In this week they are…

BScmentor
Beauty in the Eye of Machine: Using Automated Measures of Aesthetic Beauty to Improve GAN Output of Satellite Images

J.M. Catlett

This paper aims to evaluate which automated measures of aesthetic beauty are the best predictors for human ratings of aesthetics and proposes that typicality and novelty may increase the correlation between the two. To study the correlation between these metrics, a literature study was performed to find a select…

BScmentor
How can crowdsourced workers effectively rate artwork images produced by Generative Adversarial Network transformers?

M. Rahman

Generative Adversarial Networks (GANs) can create artwork images and we need effective ways of rating their aesthetic values. This could help us determine the most aesthetic artwork images (and identify the GANs that created them) and train GANs to produce more aesthetic artwork images in the future. In this research,…

BScmentor
GANAesthetic : An experience of interactively exploring aesthetically pleasing images and incorporating the human perception of beauty to discover aesthetic latent dimensions

T.H. Nguyen

Despite the fact that climate change is becoming increasingly dangerous and prevalent, there is still a lack of public engagement. This can be explained by the fact that the media portrays climate change as an abstract concept. The message can be more effectively communicated through visual art because it is more…

BScmentor
Iterative training with human rated images to improve GAN generated image aesthetics: Effects of dataset size and training length

B.I. Çelebi

Generative Adversarial Networks (GANs) brought rapid developments in generating synthetic images by mimicking structures in the training data. With the list of application of GANs growing drastically, it has lately become an exciting technology to explore for designers to communicate their ideas and arts through…

BScmentor
Using graphics to assess wellbeing in a conversational user interface

A. Achilleos

With the COVID-19 pandemic testing humanity worldwide in unforeseen ways, wellbeing assessment has stepped to the foreground of individual health status. Conversational User Interfaces (CUIs) prove promising as an assessment tool, but lacking the means to retain users engaged during the process. This research aims to…

BScmentor
Designing a dashboard for wellbeing data: A recommendation system for individual wellbeing

M.A.A. Groenendijk

Due to COVID-19 the overall wellbeing worldwide decreased. Assessing and improving wellbeing became a more important subject. This article describes the design research that uses the My Wellness Check survey created by the Delft University for Technology and aims to create a dashboard for wellbeing. That includes a…

BScmentor
To what degree can we use NLP to mine current and trending topics with respect to well-being?

N. Manglani

The increase in global internet users brings forth a vast amount of social media users and therefore opinions that are shared online. A subset of those users, adolescents, seem to develop some sort of addiction towards social media, which could lead to low life satisfaction. This paper tries to extract trending topics…

BScmentor
Using Transformers to Generate Wellbeing Questions

M. Trasberg

With the surge of mental health issues during COVID-19, more emphasis has turned towards assessing wellbeing. At the same time, recent advances in AI have shown huge potential in a variety of fields. However, few solutions are available at the intersection of those two fields. This research explores how the use of…

BScmentor
Effects of Adaptive Conversational User Interfaces on Enjoyment and Engagement while assessing Wellbeing

C.E. Eijkelkamp

A decrease in wellbeing worldwide due to the COVID-19 pandemic called for ways to assess wellbeing in a scalable and adequate manner. Conversational User Interfaces (CUIs) seem suitable, however, applying them optimally in certain contexts remains a challenge. This study aims to find ways to make CUIs more engaging…

MScmentor
From Sex Toy to Sense Toy: Designing a product that inspires long-term couples to explore new ways of intimacy

L.M. Kleisen

The fundamental problem to this study is the fact that after the so-called honeymoon phase of a relationship (the beginning of a new relationship where everything feels carefree and passionate) sexual desire between partners often decreases. A large scale survey conducted amongst 920 people in long-term relationships…

MScmentor
Haptic Lullaby: Research & design of a vibrating smart mattress that helps young children sleep

M.B.M. Schoorl

Young children often have problems sleeping. Some are afraid of the dark. Or wake up multiple times during the night. Another just does not want to go to bed or lays awake for a long time. Whatever the reason, a lack of sleep makes the children tired during the day. For parents, their child's well-being is important,…

Digital Distraction Barrier Design
MScmentor
Digital Distraction Barrier Design: Using Lean startup to develop an app that creates intentional friction to create conscious phone usage

T. Smits

Smartphones have revolutionized the way we live, giving us instant access to countless tools and apps (replacing dozens of single-function products), and this has made us more and more dependent on them. But there is another side, they are taking a heavy toll on our time and attention. Unpluq is a startup that aims to…

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MScmentor
Ikigai in online learning with Platzi

L.R. Kaußen, S.R. Dehli

This thesis project explores how to maintain students' motivation to learn with the e-learning platform Platzi. Latin American EdTech company Platzi provides online courses related to jobs in the digital economy to a Spanish-speaking audience. Despite many new benefits of e-learning, like on-demand learning, it also…

2021 (8)

MScmentor
HapSync - Exploring Emotional Interactions Through Haptic Vibrations

M. Aguirre Uriz

This project was meant to explore social connection between people through haptic interfaces based on tactile vibrations, but it ended up being a reflection on how technology has been influenced by our understanding of human cognition and how new trends in cognitive science can help to create interfaces that make our…

MScmentor
Project Vital Presents Spiritus: Designing a Data Supported Breath Practice for a TU Delft Student's Journey Towards Inner Peace

A. Abraham John, E.A.J. Van Niekerk

Spiritual wellbeing is an important part of human wellbeing. As the field of positive design aims to design for human well-being, how may we design for spiritual well-being? As we address this question in a secular society, an opportunity is presented by a rise in practices that were not explored by traditional…

MScmentor
Atrium: Facilitating social interactions for sustained wellbeing in a digital campus life

H. Monteiro Rego Meyrelles

It would be hard to think of someone who isn’t benefiting from their social circles and social interactions within them. The many and varied social interactions we all experience are intrinsic to nurturing and maintaining our social connections, which are arguably one of the core capabilities to which we can attribute…

MScmentor
Families versus Machines: On how a startup can improve digital well-being in the family life

Jorn Rigter, N.J.A. Weggeman

The goal of this project was to find a way to improve digital well-being in family life through design for the startup Unpluq. In this thesis, the designer combined a design approach called Value Sensitive Design with the list of requirements methodology taught at Industrial Design Engineering. This resulted in a new…

MScmentor
The impact of the physical environment on work-related wellbeing: Helping TU Delft student working in a single-room-home

D.C.N. Hesselman

During the ongoing COVID-19 pandemic, students are having difficulties with working from home. Particularly those living in a single-room-home, where they have to find ways to separate work and private life, while signals from different activities are mixed in a single room. This thesis focussed on helping TU Delft…

NeuroAesthetic Resonance
MScmentor
NeuroAesthetic Resonance: Designing for Multi-sensory Optimisation through EEG and Continuous Aesthetic Ratings

C.R. Beardow

The brain is the foundation of human experience. Our sensory and emotional perceptions of the world around us are all based in neural activity. But does physical brain activity correspond with subjective aesthetic experience? Is it possible to optimise for both? My project seeks to answer this question by framing…

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AI for Experience: Designing with Generative Adversarial Networks to evoke climate fascination
MScmentor
AI for Experience: Designing with Generative Adversarial Networks to evoke climate fascination

F.A. Ueberschär

Our world climate is an incredibly complex and ever-changing system. The reality of climate change and the consequential pressure to act fast to reduce greenhouse gas emissions requires immediate attention. And yet, despite this unprecedented urgency, active public engagement needed to motivate meaningful change is…

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MScmentor
The Market of Breath: A design strategy to productize breathwork meditation through tactile vibrations

J.E. Oberdorf, J.J. Harwig

Keeping a healthy work/life balance can be a daunting task in today’s overstimulated society. For many of us, a regular day can feel like running on a treadmill. This results in fast, restricted and shallow breathing throughout the day. Whereas, the right breathing rhythm can have a profound impact on our (mental)…

2020 (7)

MScmentor
Empowering smart city residents through legibility: A Digital Tool to Discover Smart City Projects

P.A. Esquivel Duran

The role that smart technologies play and the data they generate is becoming central in cities; cities are adopting technologies as a new way of governance and making policies based on data. Increasingly, governments and companies implement data-driven strategies, and the number of sensors in the public space is…

MScmentor
Design knowledge sharing platform for designers

E.C. Wu

Knowledge sharing brings overall value to organisations in the growth of the business and its people. For designers, sharing stimulates creativity and encourages personal development via collective sharing within the community, making happier individuals and by extension, a happier team. For knowledge sharing to…

Humanizing Algorithmic Matching in an Online Dating App
MScmentor
Humanizing Algorithmic Matching in an Online Dating App

M.P. van der Woude

When building online systems designers have to make many decisions that impact user experience. One of said choices is whether certain interactions are automated or remain human. To make matters more complicated, they can also decide to make certain interactions seem automated or human. Making the right decision has…

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MScmentor
Improving Search Relevance Feedback through Human Centered Design

S. GU

Artificial intelligence (AI) is expected to play a transformational role in health and wellbeing. Search (i.e. information retrieval) technologies already play a significant role in healthcare research and practice. Relevance feedback in Search is vital for system evaluation and improvements. However, in small user…

MScmentor
The Theory of Flow: Improving Human-Computer Interactions

H.E.C. Crone

This project presents the study of flow (perfect focus) as a possible solution to the modern decrease in attention span, especially in young professionals. Two separate tests were conducted to study the possibility of measuring productivity as a correlation of focus levels. These led to the creation of a software…

MScmentor
Designing a haptic interface from a vision-centred approach

B. Zaaijer

Over the last few years, technological innovations led to the development of new haptic interfaces. SenseGlove, a Dutch technology start-up, developed an exoskeleton-based haptic interface capable of motion tracking and providing haptic feedback. The academic industry has been identified as a potential target group…

AI-powered smartglasses for visually impaired people to achieve greater independence and social integration
MScmentor
AI-powered smartglasses for visually impaired people to achieve greater independence and social integration: Design of a concept for visually impaired people that uses human assistance substitution when artificial intelligence is not reliable

F. Metin

Artificial Intelligence can extend human frontiers and complement our capabilities. This project presents AI-powered smart glasses that empower visually impaired people to achieve greater independence and social integration. Since AI is a developing discipline, we enhance reliability by providing the opportunity for…

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2019 (1)

MScmentor
Well-being Driven Design: Creating a Meaningful Streaming-platform

M.S.R. Huijbregts

People are actively looking to pursue happiness by spending their precious time on meaningful experiences, which are often sought for in media entertainment as it is people’s most engaged in leisure activity today. However, current services fail to support them or even counter them, with their manipulative…

2018 (3)

MScmentor
Power of the Cubes

M. Karač

How can children become game designers instead of passive consumers in the era of digital democracy? Company Smart Lumies has offered an answer to this question through the development of electronic “smart” cubes. Users of the toy will have access to an intuitive programming interface that they can use to program and…

MScmentor
The quantified wheelchair

S. Liu

About 65 million global disable population require a wheelchair to keep mobility. However, long-term depending on wheelchairs has intensified the burden on the social economy and brought enormous challenges to wheelchair users health. Physical issues such as body pain, pressure sore, muscle injury and weakness, and…

Escape the Smart City
MScmentor
Escape the Smart City: Critical pervasive game to question the AI-surveillance infrastructure in the smart city

T. Kihara

Escape the Smart City is a critical pervasive game for creating awareness about the implications of AI-surveillance technology in the smart city. It responds to growing concerns over the mass deployment of surveillance cameras that are enhanced with artificial intelligence (AI) which are turning the cities into…

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Dissertation

Optimizing Motivation and Learning with Large-Scale Game Design Experiments

PhD Dissertation, Human-Computer Interaction Institute, Carnegie Mellon University, 2014

Advised by Ken Koedinger and Jodi Forlizzi. Developed methods for using large-scale online experiments to optimize educational game design, demonstrating how empirical approaches can inform interaction design theory.

Academic Affiliations