Myllymäki Petri group (HIIT)

Research output

Research output per year 2008 2016 2017 2025

• 38 Conference article in proceedings
• 38 Article
• 8 Chapter
• 5 Paper
• 9 More
  • 2 Review Article
  • 2 Patent
  • 1 Anthology
  • 1 Book
  • 1 Other chapter contribution
  • 1 Literature review
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2025

  Effects of many conflicting objectives on decision-makers’ cognitive burden and decision consistency

  Kivikangas, J. M., Vilkkumaa, E., Blank, J., Harjunen, V., Malo, P., Deb, K., Ravaja, N. J. & Wallenius, J., 1 Apr 2025, In: European Journal of Operational Research. 322, 1, p. 182-197 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Decision Making 100%
  • Decision Maker 100%
  • Self-Report 50%
  • Human Decision 50%
  • Decision Making Criterion 25%
  2 Citations (Scopus)

  5 Downloads (Pure)
• 2024

  Configurations of Digital Participatory Budgeting

  Palacin, V., McDonald, S., Aragón, P. & Nelimarkka, M., 5 Feb 2024, In: ACM Transactions on Computer-Human Interaction. 31, 2, p. 1-27 27 p., 28.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Democratic Value 100%
  2 Citations (Scopus)

  4 Downloads (Pure)

• What Do We Study When Studying Politics and Democracy? A Semantic Analysis of How Politics and Democracy Are Used in SIGCHI Conference Papers

  Nelimarkka, M. & Vuorenmaa, V., Dec 2024, (E-pub ahead of print) In: International Journal of Human-Computer Interaction. 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Semantics 100%
  • Democracy 100%
  • Conference Papers 100%
  • Human Computer Interaction 100%
  • Level Analysis 33%
• 2019

  Augmenting objects at home through programmable sensor tokens: A design journey

  Bellucci, A., Vianello, A., Florack, Y., Micallef, L. & Jacucci, G., Feb 2019, In: International Journal of Human-Computer Studies. 122, p. 211-231 21 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Design 100%
  • Sensor 100%
  • Physical Object 100%
  • User 50%
  • Programmability 50%
  19 Citations (Scopus)

• Developing hand-worn input and haptic support for real-world target finding

  Hsieh, Y. T., Jylhä, A., Orso, V., Andolina, S., Hoggan, E., Gamberini, L. & Jacucci, G., Feb 2019, In: Personal and Ubiquitous Computing. 23, 1, p. 117–132 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Real World 100%
  • Attention 100%
  • User 80%
  • Visual Attention 80%
  • Points of Interest 40%
  3 Citations (Scopus)

• Kohti todellista tekoälyä

  Translated title of the contribution: Towards Real Artificial IntelligenceFloreen, P., Kotovirta, V. & Kajaste, T., 2019, In: Automaatioväylä. 2019, 2, p. 31-33 3 p.

  Research output: Contribution to journal › Article › Professional

• Motivational intensity and visual word search: Layout matters

  Filetti, M., Barral, O., Jacucci, G. & Ravaja, N., 1 Jan 2019, In: PloS one. 14, 7, p. 1-36 e0218926.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Visual Search 100%
  • Electroencephalography 50%
  • Biases 50%
  • Information Processing 50%
  • Expectations 50%
  6 Citations (Scopus)

  201 Downloads (Pure)
• 2018

  Context matters: The impact of product type, emotional attachment and information overload on choice quality

  Korhonen, P. J., Malo, P., Pajala, T., Ravaja, N., Somervuori, O. & Wallenius, J., Jan 2018, In: European Journal of Operational Research. 264, 1, p. 270-279 10 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Quality 100%
  • Attachment 100%
  • Information Overload 100%
  • Contexts 100%
  • Information 100%
  29 Citations (Scopus)

• Persuaded by the machine: The effect of virtual nonverbal cues and individual differences on compliance in economic bargaining

  Harjunen, V., Spape, M., Ahmed, I., Jacucci, G. & Ravaja, N., Oct 2018, In: Computers in Human Behavior. 87, p. 384–394 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Bargaining 100%
  • Individual Differences 100%
  • Anger 50%
  • Decision Making 25%
  • Personality 25%
  28 Citations (Scopus)

  234 Downloads (Pure)

• Querytogether: Enabling entity-centric exploration in multi-device collaborative search

  Andolina, S., Klouche, K., Ruotsalo, T., Floréen, P. & Jacucci, G., Nov 2018, In: Information Processing and Management. 54, 6, p. 1182-1202

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Collaborative Search 100%
  • Design 50%
  • User 50%
  • Ubiquitous Computing 25%
  • User Interfaces 25%
  17 Citations (Scopus)

  150 Downloads (Pure)

• Supervised low rank indefinite kernel approximation using minimum enclosing balls

  Schleif, F. M., Gisbrecht, A. & Tino, P., 27 Nov 2018, In: Neurocomputing. 318, p. 213-226 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Low-Rank 100%
  • Approximation (Algorithm) 100%
  • Vectors 100%
  • Algorithms 66%
  • Classification 66%
  10 Citations (Scopus)
• 2017

  Bacmeta: simulation for genomic evolution in bacterial metapopulations

  Sipola, A., Marttinen, P. & Corander, J., 2017, In: bioRxiv.org.

  Research output: Contribution to journal › Article › Scientific

  • Simulation 100%
  • Evolution 100%
  • Models 66%
  • Generation 33%
  • Events 33%

• Effects of touch on emotional face processing: A study of event-related potentials, facial EMG, and cardiac activity

  Spape, M., Harjunen, V., Ahmed, I., Jacucci, G. & Ravaja, N., Apr 2017, In: Biological Psychology. 102, p. 1-10

  Research output: Contribution to journal › Article › Scientific › peer-review
  24 Citations (Scopus)

• Feeling touched: Emotional modulation of somatosensory potentials to interpersonal touch

  Ravaja, N., Harjunen, V., Ahmed, I., Jacucci, G. & Spape, M., 2017, In: Scientific Reports. 7, 11 p., 40504 .

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Touch 100%
  • Anger 44%
  • Happiness 22%
  • Somatosensory Evoked Potential 22%
  • Perception 22%
  44 Citations (Scopus)

  187 Downloads (Pure)

• Individual differences in affective touch: Behavioral inhibition and gender define how an interpersonal touch is perceived

  Harjunen, V. J., Spapé, M., Ahmed, I., Jacucci, G. & Ravaja, N., 1 Mar 2017, In: Personality and Individual Differences. 107, p. 88-95 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Individual Differences 100%
  • Inhibition 100%
  • Perception 83%
  • Emotion 33%
  • Preference 33%
  34 Citations (Scopus)

• Manipulating bodily presence affects cross-modal spatial attention: A virtual-reality-based ERP study

  Harjunen, V. J., Ahmed, I., Jacucci, G., Ravaja, N. & Spapé, M. M., 22 Feb 2017, In: Frontiers in Human Neuroscience. 11, 79.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Attention 100%
  • Event-Related Potential 100%
  • Vision 25%
  • Sensory Processing 25%
  • Interference 25%
  16 Citations (Scopus)

  115 Downloads (Pure)

• Relationship of Moral Foundations to liberalism-conservatism and left-right labels in a Finnish representative sample

  Kivikangas, M., Lönnqvist, J.-E. & Ravaja, N., 2017, In: SOCIAL PSYCHOLOGY. 48, 4, p. 246-251

  Research output: Contribution to journal › Article › Scientific › peer-review
  18 Citations (Scopus)

• The Positive Effects of Trait Emotional Intelligence during a Performance Review Discussion – A Psychophysiological Study

  Salminen, M. & Ravaja, N., 28 Mar 2017, In: Frontiers in Psychology. 8, 463, p. 1-12 12 p., 463.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Emotional Intelligence 100%
  • Electroencephalography 28%
  • Emotion 14%
  • Social Interaction 14%
  • Motivation 14%
  7 Citations (Scopus)

  198 Downloads (Pure)

• Towards Perceptual Optimization of the Visual Design of Scatterplots

  Micallef, L., Palmas, G., Oulasvirta, A. & Weinkauf, T., 2017, In: IEEE Transactions on Visualization and Computer Graphics. 23, 6, p. 1588-1599

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Design 100%
  • Optimization 100%
  • Classes 40%
  • User 40%
  • Functions 40%
  81 Citations (Scopus)

  485 Downloads (Pure)

• What motivates experts to share? A prospective test of the model of knowledge sharing motivation

  Stenius, M., Haukkala, A., Hankonen, N. & Ravaja, N., Nov 2017, In: Human Resource Management . 56, 6, p. 871–885

  Research output: Contribution to journal › Article › Scientific › peer-review
  31 Citations (Scopus)

• Working the fields of big data: Using big-data-augmented online ethnography to study candidate–candidate interaction at election time

  Laaksonen, S.-M., Nelimarkka, M., Tuokko, M., Marttila, M., Kekkonen, A. & Villi, M., 2017, In: Journal of Information Technology and Politics. 14, 2, p. 110-131

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Big Data 100%
  • Social Media 33%
  • Large Data Set 33%
• 2016

  A task-based evaluation of combined set and network visualization

  Rodgers, P., Stapleton, G., Alsallakh, B., Micallef, L., Baker, R. & Thompson, S., 1 Nov 2016, In: Information Sciences. 367-368, p. 58-79 22 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Networks 100%
  • Evaluation 100%
  • Visualization 100%
  • User 66%
  • Social Network Analysis 33%
  11 Citations (Scopus)

  319 Downloads (Pure)

• Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis

  Sieberts, S. K., Zhu, F., García-García, J., Stahl, E., Pratap, A., Pandey, G., Pappas, D., Aguilar, D., Anton, B., Bonet, J., Eksi, R., Fornés, O., Guney, E., Li, H., Marín, M. A., Panwar, B., Planas-Iglesias, J., Poglayen, D., Cui, J. & Falcao, A. O. & 73 others, Suver, C., Hoff, B., Balagurusamy, V. S. K., Dillenberger, D., Neto, E. C., Norman, T., Aittokallio, T., Ammad-Ud-Din, M., Azencott, C. A., Bellón, V., Boeva, V., Bunte, K., Chheda, H., Cheng, L., Corander, J., Dumontier, M., Goldenberg, A., Gopalacharyulu, P., Hajiloo, M., Hidru, D., Jaiswal, A., Kaski, S., Khalfaoui, B., Khan, S. A., Kramer, E. R., Marttinen, P., Mezlini, A. M., Molparia, B., Pirinen, M., Saarela, J., Samwald, M., Stoven, V., Tang, H., Tang, J., Torkamani, A., Vert, J. P., Wang, B., Wang, T., Wennerberg, K., Wineinger, N. E., Xiao, G., Xie, Y., Yeung, R., Zhan, X., Zhao, C., Greenberg, J., Kremer, J., Michaud, K., Barton, A., Coenen, M., Mariette, X., Miceli, C., Shadick, N., Weinblatt, M., De Vries, N., Tak, P. P., Gerlag, D., Huizinga, T. W. J., Kurreeman, F., Allaart, C. F., Louis Bridges, S., Criswell, L., Moreland, L., Klareskog, L., Saevarsdottir, S., Padyukov, L., Gregersen, P. K., Friend, S., Plenge, R., Stolovitzky, G., Oliva, B., Guan, Y. & Mangravite, L. M., 23 Aug 2016, In: Nature Communications. 7, p. 1-9 12460.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Treatment Response 100%
  • Rheumatoid Arthritis 100%
  • Assessment 100%
  • Treatment 100%
  • Tumor Necrosis Factor 100%
  70 Citations (Scopus)

  205 Downloads (Pure)

• Emotional–motivational responses predicting choices: The role of asymmetrical frontal cortical activity

  Ravaja, N., Korhonen, P., Köksalan, M., Lipsanen, J., Salminen, M., Somervuori, O. & Wallenius, J., 2016, In: Journal of Economic Psychology. 52, p. 56-70

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Attachment 100%
  • Motivation 100%
  • Prefrontal Cortex 33%
  • Skin Conductance 33%
  • Withdrawal Motivation 33%
  14 Citations (Scopus)

• Extracting relevance and affect information from physiological text annotation

  Barral, O., Kosunen, I., Ruotsalo, T., Spapé, M. M., Eugster, M. J. A., Ravaja, N., Kaski, S. & Jacucci, G., 1 Dec 2016, In: User Modeling and User-Adapted Interaction. 26, 5, p. 493-520 28 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • User 100%
  • Text Annotation 100%
  • Annotation 33%
  • User Information 33%
  • Design 16%
  23 Citations (Scopus)

• Intragroup Emotions: Physiological Linkage and Social Presence

  Järvelä, S., Kätsyri, J., Ravaja, N., Chanel, G. & Henttonen, P., 9 Feb 2016, In: Frontiers in Psychology. 7, 09 February, 11 p., 105.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Emotion 100%
  • Groups 100%
  • Communication 20%
  • Exploration 20%
  • Physiological State 20%
  144 Downloads (Pure)

• Kansalaisjärjestöt ja osallistumisvälineiden kehitys verkkosivuilla 1990-luvulta 2010-luvulle

  Nelimarkka, M., 2016, In: WiderScreen. 18, 1-2, 23 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
  74 Downloads (Pure)

• Naamoja ja meemejä - henkilötiedoista sosiaalisessa mediassa

  Alen-Savikko, A., 2016, In: Defensor Legis. 2016/4, p. 497-514

  Research output: Contribution to journal › Article › Scientific › peer-review

• Natural brain-information interfaces: Recommending information by relevance inferred from human brain signals

  Eugster, M., Ruotsalo, T., Spape, M., Barral, O., Ravaja, N., Jacucci, G. & Kaski, S., 9 Nov 2016, In: Scientific Reports. 6, p. 1-10 38580 .

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • User 100%
  • Relevant Information 100%
  • Wikipedia 100%
  • Information Interface 100%
  • Internet 50%
  45 Citations (Scopus)

  224 Downloads (Pure)

• Negativity Bias in Media Multitasking: The Effects of Negative Social Media Messages on Attention to Television News Broadcasts

  Kätsyri, J., Kinnunen, J., Kusumoto, K., Oittinen, P. & Ravaja, J., 4 May 2016, In: PloS one. 11, 5, 21 p., 0153712.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Broadcast 100%
  • Information Theory 100%
  • Attention 100%
  • Bias 100%
  • Messages 100%
  49 Citations (Scopus)

  196 Downloads (Pure)

• Not my problem: Vicarious conflict adaptation with human and virtual co-actors

  Spapé, M. M. & Ravaja, N., 2016, In: Frontiers in Psychology. 7, APR, 13 p., 606.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Humans 100%
  • Adaptation 100%
  • Actors 100%
  • Simon Effect 37%
  • Social Dimension 25%
  4 Citations (Scopus)

  81 Downloads (Pure)

• On the identifiability of transmission dynamic models for infectious diseases

  Lintusaari, J., Gutmann, M., Kaski, S. & Corander, J., 1 Mar 2016, In: Genetics. 202, 3, p. 911-918 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Models 100%
  • Transmission Dynamic 100%
  • Identifiability 100%
  • Infectious Disease 100%
  • Infection 100%
  19 Citations (Scopus)

• Tarinankerronnan psykofysiologiaa

  Peräkylä, A., Voutilainen, L., Henttonen, P., Kahri, M., Stevanovic, T. M., Sams, M. & Ravaja, N., 2016, In: SOSIOLOGIA. 53, 3, p. 258-274

  Research output: Contribution to journal › Article › Scientific › peer-review

• The role of personality in dyadic interaction: A psychophysiological study

  Salminen, M., Henttonen, P. & Ravaja, N., Nov 2016, In: International Journal of Psychophysiology. 109, p. 45-50 6 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Personality 100%
  • Extraversion 100%
  • Social Interaction 50%
  • Electromyography 50%
  • Electroencephalography 50%
  4 Citations (Scopus)

• Web-Based Public-Screen Gaming: Insights from Deployments

  Vepsäläinen, J., Savolainen, P., Ojala, J., Di Rienzo, A., Nelimarkka, M., Kuikkaniemi, K., Tarkoma, S. & Jacucci, G., 1 Jul 2016, In: IEEE Pervasive Computing. 15, 3, p. 40-46 7 p., 7508836.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Mobile Device 100%
  • Academic Research 100%
  • Web-Based Interaction 100%
  6 Citations (Scopus)

• Whole-genome sequencing for routine pathogen surveillance in public health: A population snapshot of invasive Staphylococcus aureus in Europe

  Aanensen, D. M., Feil, E. J., Holden, M. T. G., Dordel, J., Yeats, C. A., Fedosejev, A., Goater, R., Castillo-Ramírez, S., Corander, J., Colijn, C., Chlebowicz, M. A., Schouls, L., Heck, M., Pluister, G., Ruimy, R., Kahlmeter, G., Åhman, J., Matuschek, E., Friedrich, A. W. & Parkhill, J. & 55 others, Bentley, S. D., Spratt, B. G., Grundmann, H., Krziwanek, K., Stumvoll, S., Koller, W., Denis, O., Struelens, M., Nashev, D., Budimir, A., Kalenic, S., Pieridou-Bagatzouni, D., Jakubu, V., Zemlickova, H., Westh, H., Larsen, A. R., Skov, R., Laurent, F., Ettienne, J., Strommenger, B., Witte, W., Vourli, S., Vatopoulos, A., Vainio, A., Vuopio-Varkila, J., Fuzi, M., Ungvári, E., Murchan, S., Rossney, A., Miklasevics, E., Balode, A., Haraldsson, G., Kristinsson, K. G., Monaco, M., Pantosti, A., Borg, M., Van Santen-Verheuvel, M., Huijsdens, X., Marstein, L., Jacobsen, T., Simonsen, G. S., Airesde-Sousa, M., De Lencastre, H., Luczak-Kadlubowska, A., Hryniewicz, W., Straut, M., Codita, I., Perez-Vazquez, M., Iglesias, J. O., Spik, V. C., Mueller-Premru, M., Haeggman, S., Olsson-Liljequist, B., Ellington, M. & Kearns, A., 1 May 2016, In: MBIO. 7, 3, 15 p., e00444-16.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Pathogen 100%
  • Surveillance 100%
  • Staphylococcus Aureus 100%
  • Whole Genome Sequencing 100%
  • Public Health 100%
  164 Citations (Scopus)

  379 Downloads (Pure)

• Why share expertise? A closer look at the quality of motivation to share or withhold knowledge

  Stenius, M., Hankonen, N., Ravaja, N. & Haukkala, A., 4 Apr 2016, In: Journal of Knowledge Management. 20, 2, p. 181-198 18 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Knowledge 100%
  • Motivation 100%
  • Expertise 100%
  • Knowledge Sharing 83%
  • Self-Determination Theory 50%
  69 Citations (Scopus)
• 2008

  Vain oikein ymmärretty Living Lab tuottaa tulosta

  Mäntylä, M., Oulasvirta, A. & Pitkänen, O., 2008, In: Tekniikan näköalat. 2008, 2

  Research output: Contribution to journal › Article › General public