Helsinki Institute for Information Technology (HIIT)

Research output

Research output per year 2003 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 597 Article
• 587 Conference article in proceedings
• 33 Chapter
• 28 Abstract
• 144 More
  • 28 Paper
  • 17 Review Article
  • 10 Book
  • 9 Conference article
  • 9 Editorial
  • 9 Special issue
  • 8 Anthology
  • 7 Poster
  • 7 Letter
  • 6 Other contribution
  • 6 Doctoral Thesis
  • 5 Meeting Abstract
  • 5 Working paper
  • 4 Foreword / postscript
  • 3 Comment/debate
  • 3 Patent
  • 2 Preprint
  • 1 Commissioned report
  • 1 Entry for encyclopedia / dictionary
  • 1 Other chapter contribution
  • 1 Literature review
  • 1 Exhibition
  • 1 Licenciate's thesis

Research output per year

Research output per year

Search results

• 2025

  Transforming Human-AI Collaboration using “Large Whatever Models” (LWMs)

  ElAgroudy, P., Väänänen, K., Li, J., Oulasvirta, A., Barbareschi, G., Gruenerbl, A., Churchill, E. F., Mackay, W. E., Schmidt, A. & Lukowicz, P., 26 Apr 2025. 4 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Artificial Intelligence 100%
  • Special Interest Group 60%
  • Generative Artificial Intelligence 40%
  • Collective Intelligence 20%
  • Urban Environment 20%
• 2024

  Transforming HCI Research Cycles using Generative AI and "Large Whatever Models" (LWMs)

  Elagroudy, P., Li, J., Väänänen, K., Lukowicz, P., Ishii, H., Mackay, W. E., Hurchill, E. F. C., Peters, A., Oulasvirta, A., Prada, R., Diening, A., Barbareschi, G., Gruenerbl, A., Kawaguchi, M., El Ali, A., Draxler, F., Welsch, R. & Schmidt, A., 11 May 2024.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Human Computer Interaction 100%
  • Generative Artificial Intelligence 100%
  • Reproducibility 25%
  • Special Interest Group 25%
  • Answer Question 25%
  5 Citations (Scopus)
• 2023

  CHI Course: Introduction to HCI

  Hornbæk, K., Kristensson, P. O. & Oulasvirta, A., 19 Apr 2023, p. 1-2. 2 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  Open Access

  • Human Computer Interaction 100%
  • User 33%
  • User Interfaces 33%
  • Interactive System 33%
  • Design Engineer 33%

• Cognitive Modelling: From GOMS to Deep Reinforcement Learning

  Jokinen, J. P. P., Oulasvirta, A. & Howes, A., 19 Apr 2023, p. 1-3. 3 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  Open Access

  • Models 100%
  • Deep Reinforcement Learning 100%
  • User 33%
  • User Interfaces 33%
  • Machine Learning 33%

• Computational Assistance for User Interface Design: Smarter Generation and Evaluation of Design Ideas

  Hegemann, L., Jiang, Y., Shin, J., Liao, Y. C., Laine, M. & Oulasvirta, A., 19 Apr 2023, p. 1-5. 5 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  Open Access

  • Design 100%
  • Generation 100%
  • Evaluation 100%
  • User Interface Design 100%
  • User Interfaces 25%
  7 Citations (Scopus)

• Personalized Learning Systems for Computer Science Students : Analyzing and Predicting Learning Behaviors Using Programming Error Data

  Kamberovic, M., Krivic, S., Delic, A., Szedmak, S. & Ljubovic, V., 26 Jun 2023, p. 86-91. 6 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Computer Science 100%
  • Learning Systems 100%
  • Education 50%
  • Accuracy 50%
  • Experimental Result 50%
  1 Citation (Scopus)

• Wind to start the dishwasher? High-Resolution Wind Atlas for Finland

  Tian, Y., Yang, X., Schicker, I. & Jung, A., 6 Jul 2023.

  Research output: Contribution to conference › Abstract › Scientific
• 2022

  Cognitive Modelling: From GOMS to Deep Reinforcement Learning

  Jokinen, J. P. P., Oulasvirta, A. & Howes, A., 27 Apr 2022. 3 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  Open Access

  • Models 100%
  • Deep Reinforcement Learning 100%
  • User 33%
  • User Interfaces 33%
  • Machine Learning 33%

• HAPNEST: an efficient tool for generating large-scale genetics datasets from limited training data

  Wharrie, S., Yang, Z., Raj, V., Monti, R., Gupta, R., Wang, Y., Martin, A., O'Connor, L. J., Kaski, S., Marttinen, P., Palamara, P. F., Lippert, C. & Ganna, A., 2022.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

• Single-cell Functional Genomics of Natural Killer Cell Evasion in Blood Cancers

  Dufva, O., Gandolfi, S., Huuhtanen, J., Dashevsky, O., Saeed, K., Klievink, J., Nygren, P., Bouhlal, J., Lahtela, J., Naatanen, A., Ghimire, B., Hannunen, T., Ellonen, P., Duan, H., Theodoropoulos, J., Laajala, E., Harkonen, J., Polonen, P., Heinaniemi, M. & Yamano, S. & 11 others, Shirasaki, R., Barbie, D., Roth, J., Romee, R., Sheffer, M., Lahdesmaki, H., Lee, D., Simoes, R., Kankainen, M., Mitsiades, C. & Mustjoki, S., Nov 2022, p. A1048-A1048. 1 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review
• 2021

  RL4HCI: Reinforcement Learning for Humans, Computers, and Interaction

  Glowacka, D., Howes, A., Jokinen, J. P., Oulasvirta, A. & Şimşek, Ö., May 2021. 3 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  Open Access

  • Computer 100%
  • Reinforcement Learning 100%
  • User 20%
  • Human Computer Interaction 20%
  • Human-Computer Interaction 20%
  4 Citations (Scopus)
• 2020

  Enrico: A Dataset for Topic Modeling of Mobile UI Designs

  Leiva, L. A., Hota, A. & Oulasvirta, A., 10 May 2020.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • User Interfaces 100%
  • User Interface Design 100%
  • Topic Modeling 100%
  • Design 42%
  • Representation 28%
  43 Citations (Scopus)

• Press'Em: Simulating varying button tactility via FDVV models

  Liao, Y. C., Kim, S., Lee, B. & Oulasvirta, A., 25 Apr 2020. 4 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Models 100%
  • Design 50%
  • Simulation 25%
  • Haptic Feedback 25%
  2 Citations (Scopus)
• 2019

  Computational interaction with Bayesian methods

  Kristensson, P. O., Oulasvirta, A., Banovic, N. & Williamson, J., 2 May 2019. 6 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Human Computer Interaction 100%
  • Computational Method 50%
  • User Interfaces 50%
  • Optimization 50%
  • Automation 50%
  4 Citations (Scopus)

• Computational modeling in human-computer interaction

  Banovic, N., Kristensson, P. O. & Oulasvirta, A., 2 May 2019. 7 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Human Computer Interaction 100%
  • Computational Modeling 100%
  • Modeling 75%
  • Models 25%
  • Domains 25%
  9 Citations (Scopus)

• Hardware-assisted Trusted Execution Environments Look Back, Look Ahead

  Asokan, N., 2019, p. 1687-1687. 1 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Execution Environments 100%
  • Hardware 100%
  • Design 33%
  • Computing 33%
  • Attack 33%

• Is the potential B2B buyer interested or ready to buy? Estimating the stage of the B2B buying behavior

  Barzegar Marvasti, N., Huhtala, J.-P., Rezaei Yousefi, Z., Upreti, B., Malo, P., Kaski, S. & Tikkanen, H., Aug 2019.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Buying Behavior 100%
  • Hidden Markov Models 100%
  • Markov Model 66%
  • Process 50%
  • Enterprises 33%
• 2018

  Approaching Engagement towards Human-Engaged Computing

  Salehzadeh Niksirat, K., Sarcar, S., Sun, H., Law, E. L., Clemmensen, T., Bardzell, J., Oulasvirta, A., Silpasuwanchai, C., Light, A. & Ren, X., Apr 2018.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  Open Access

  File

  • Computing 100%
  • Human-Computer Interaction 100%
  • Computer 66%
  • Design 33%
  • Communication 33%
  7 Citations (Scopus)

  248 Downloads (Pure)

• Computational Interaction: Theory and Practice

  Williamson, J., Oulasvirta, A., Hilliges, O. & Kristensson, P. O., Apr 2018. 4 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Computational Method 100%
  • Optimization 100%
  • Automation 100%
  • Probabilistic Inference 100%

• Designing interactions for the ageing populations

  Sarcar, S., Munteanu, C., Jokinen, J., Oulasvirta, A., Charness, N., Dunlop, M. & Ren, X., 20 Apr 2018. 5 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • User Interfaces 100%
  • Aging Population 100%
  • Design 50%
  • Evaluation 50%
  • Human-Computer Interaction 50%
  8 Citations (Scopus)

• Local Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections

  Peltola, T., 13 Jul 2018.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

• Our data futures: towards non-data-centric data activism

  Ruckenstein, M. & Lehtiniemi, T., 2018.

  Research output: Contribution to conference › Abstract › Scientific

• Preference-Based Inconsistency Management in Multi-Context Systems (Extended Abstract)

  Eiter, T. & Weinzierl, A., 2018, p. 5593-5597. 5 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Contexts 100%
  • Extended System 100%
  • Transformations 50%
  • Reasoning 50%
  • Knowledge Based Systems 50%

• Towards Lazy Grounding with Lazy Normalization in Answer-Set Programming (Extended Abstract)

  Bomanson, J., Janhunen, T. & Weinzierl, A., 2018, p. 625-626. 2 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Answer Set Programming 100%
  • Normalization 100%
  • Evaluation 33%
  • Answer Set Program 33%
  • Knowledge Representation Formalisms 33%

• Using counterfactual queries to improve models for decision-support

  Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2018.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

• Variable Elimination for DLP-Functions

  Goncalves, R., Janhunen, T., Knorr, M., Leite, J. & Woltran, S., 30 Oct 2018, p. 643-644. 2 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Functions 100%
  • Answer Set Programming 100%
  • Variable Elimination 100%
  • Variables 100%
  • Programs 50%
• 2016

  Rethinking mobile interfaces for older adults

  Charness, N., Dunlop, M., Munteanu, C., Nicol, E., Oulasvirta, A., Ren, X., Sarcar, S. & Silpasuwanchai, C., 7 May 2016, p. 1131-1134. 4 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Older Adult 100%
  • Design 25%
  • User 25%
  • Mobile Device 25%
  • Computer 25%
  7 Citations (Scopus)

• Sketchplore: Sketch and explore layout designs with an optimiser

  Todi, K., Weir, D. & Oulasvirta, A., 7 May 2016, p. 3780-3783. 4 p.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Design 100%
  • Optimization 50%
  • Predictive Model 50%
  • Attack 50%
  • User Performance 50%
  6 Citations (Scopus)