Professorship Myllymäki P. (HIIT Director)

Organisational unit: Research group

Research outputs

  1. 2019
  2. Accepted/In press

    Machine Teaching of Active Sequential Learners

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 28 Nov 2019, (Accepted/In press) 33rd Conference on Neural Information Processing Systems (NeurIPS 2019). p. 11202-11213 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Published

    Explicating “implicit interaction”: An examination of the concept and challenges for research

    Serim, B. & Jacucci, G., 2 May 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. p. 1-16 417

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  4. Published

    Integrating neurophysiologic relevance feedback in intent modeling for information retrieval

    Jacucci, G., Barral, O., Daee, P., Wenzel, M., Serim, B., Ruotsalo, T., Pluchino, P., Freeman, J., Gamberini, L., Kaski, S. & 1 others, Blankertz, B., 12 Mar 2019, In : JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    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 journalArticleScientificpeer-review

  6. Published

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

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

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Kohti todellista tekoälyä

    Floreen, P., Kotovirta, V. & Kajaste, T., 2019, In : Automaatioväylä. 2019, 2, p. 31-33 3 p.

    Research output: Contribution to journalArticleProfessional

  8. 2018
  9. Published

    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 journalArticleScientificpeer-review

  10. Published

    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 journalArticleScientificpeer-review

  11. Published

    SearchBot: Supporting voice conversations with proactive search

    Andolina, S., Orso, V., Schneider, H., Klouche, K., Ruotsalo, T., Gamberini, L. & Jacucci, G., 30 Oct 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. p. 9-12 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Published

    Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge

    Sundin, I., Peltola, T., Micallef, L., Afrabandpey, H., Soare, M., Majumder, M. M., Daee, P., He, C., Serim, B., Havulinna, A. & 4 others, Heckman, C., Jacucci, G., Marttinen, P. & Kaski, S., 27 Jun 2018, In : Bioinformatics. 34, 13, p. i395-i403

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Interweaving visual and audio-haptic augmented reality for urban exploration

    Hsieh, Y. T., Orso, V., Andolina, S., Canaveras, M., Cabral, D., Spagnolli, A., Gamberini, L. & Jacucci, G., 8 Jun 2018, DIS 2018 - Proceedings of the 2018 Designing Interactive Systems Conference. p. 215-226 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  14. Published

    Investigating proactive search support in conversations

    Andolina, S., Orso, V., Schneider, H., Klouche, K., Ruotsalo, T., Gamberini, L. & Jacucci, G., 8 Jun 2018, DIS 2018 - Proceedings of the 2018 Designing Interactive Systems Conference. ACM DL, p. 1295-1308 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  15. Published

    Bio-adaptive Social VR to Evoke Affective Interdependence - DYNECOM

    Salminen, M., Järvelä, S., Ruonala, A., Timonen, J., Mannermaa, K., Ravaja, N. & Jacucci, G., 11 Mar 2018, 23rd International Conference on Intelligent User Interfaces . New York: ACM, p. 73-77 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published

    User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction

    Daee, P., Peltola, T., Vehtari, A. & Kaski, S., 8 Mar 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery (ACM), p. 305-310 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  17. Published

    A conceptual framework for personalization of indoor comfort parameters based on office workers’ preferences

    Mirzaeifar, S., Daee, P. & Singh, V., 1 Jan 2018, Product Lifecycle Management to Support Industry 4.0 - 15th IFIP WG 5.1 International Conference, PLM 2018, Proceedings. Ríos, J., Noël, F., Chiabert, P. & Bouras, A. (eds.). p. 35-45 11 p. (IFIP Advances in Information and Communication Technology; vol. 540).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  18. Published

    Comparative usability evaluation of moverio and smartphone

    Orso, V., Pluchino, P., Beretta, A., Jacucci, G. & Gamberini, L., 1 Jan 2018, MCCSIS 2018 - Multi Conference on Computer Science and Information Systems; Proceedings of the International Conferences on Interfaces and Human Computer Interaction 2018, Game and Entertainment Technologies 2018 and Computer Graphics, Visualization, Computer Vision and Image Processing 2018. Blashki, K., Rodrigues, L. & Xiao, Y. (eds.). IADIS, Vol. 2018-July. p. 19-25 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  19. E-pub ahead of print

    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., 1 Jan 2018, In : Personal and Ubiquitous Computing. 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    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 journalArticleScientificpeer-review

  21. Published

    Domain Adaptation for Resume Classification Using Convolutional Neural Networks

    Sayfullina, L., Malmi, E., Liao, Y. & Jung, A., 2018, Analysis of Images, Social Networks and Texts: 6th International Conference, AIST 2017, Moscow, Russia, July 27--29, 2017, Revised Selected Papers. van der Aalst, W. M. P., Ignatov, D. I., Khachay, M., Kuznetsov, S. O., Lempitsky, V., Lomazova, I. A., Loukachevitch, N., Napoli, A., Panchenko, A., Pardalos, P. M., Savchenko, A. V. & Wasserman, S. (eds.). Cham: Springer International Publishing AG, p. 82-93 12 p. (Lecture Notes in Computer Science; vol. 10716).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  22. Published

    Hybrid Events: Mediating Collocated Participation

    Nelimarkka, M., Salovaara, A., O'Hara, K., Fischer, J., Jacucci, G., Dow, S. & Barkhuus, L., 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. ACM, p. 455-462

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  23. Published

    Neural Network Based Facial Expression Analysis of Game Events: A Cautionary Tale

    Roohi, S., Takatalo, J., Kivikangas, M. & Hämäläinen, P., 2018, Proceedings of the 2018 Annual Symposium on Computer-Human Interaction in Play . ACM, p. 59-71 13 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. Published

    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., 2018, In : Computers in Human Behavior. 87, p. 384–394 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  25. 2017
  26. Published

    A two-step, user-centered approach to personalized tourist recommendations

    Orso, V., Varotto, A., Rodaro, S., Spagnolli, A., Jacucci, G., Andolina, S., Leino, J. & Gamberini, L., 18 Sep 2017, Proceedings of the 12th Biannual Conference of the Italian SIGCHI Chapter: Towards the Mediterranean, CHItaly 2017. Vol. Part F131371. a7

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  27. Published

    Inferring the strength of social ties: A community-driven approach

    Rozenshtein, P., Tatti, N. & Gionis, A., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Vol. Part F129685. p. 1017-1025 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  28. Published

    Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction

    Daee, P., Peltola, T., Soare, M. & Kaski, S., 12 Jul 2017, In : Machine Learning. 106, 9, p. 1599-1620 22 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Crowdboard: Augmenting in-person idea generation with real-time crowds

    Andolina, S., Schneider, H., Chan, J., Klouche, K., Jacucci, G. & Dow, S., 22 Jun 2017, C and C 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Creativity and Cognition. p. 106-118 13 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  30. Published

    Gaze-adaptive above and on-surface interaction

    Serim, B., Klouche, K. & Jacucci, G., 10 Jun 2017, DIS 2017 - Proceedings of the 2017 ACM Conference on Designing Interactive Systems. p. 115-127 13 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  31. Published

    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 journalArticleScientificpeer-review

  32. Published

    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 journalArticleScientificpeer-review

  33. Published

    An exploration of mobile shape-changing textures

    Hoggan, E., Hsieh, Y. T., Myllymaa, K., Lantz, V., Kildal, J., Eiler, J. & Jacucci, G., 20 Mar 2017, TEI 2017 - Proceedings of the 11th International Conference on Tangible, Embedded, and Embodied Interaction. p. 275-282 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  34. Published

    BCI for physiological text annotation

    Barral, O., Kosunen, I., Ruotsalo, T., Spapé, M. M., Eugster, M. J. A., Ravaja, N., Kaski, S. & Jacucci, G., 13 Mar 2017, BCIforReal 2017 - Proceedings of the 2017 ACM Workshop on An Application-Oriented Approach to BCI Out of the Laboratory, co-located with IUI 2017. ACM, p. 9-13 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  35. Published

    Neuroadaptive meditation in the real world

    Kosunen, I., Ruonala, A., Salminen, M., Järvelä, S., Ravaja, N. & Jacucci, G., 13 Mar 2017, BCIforReal 2017 - Proceedings of the 2017 ACM Workshop on An Application-Oriented Approach to BCI Out of the Laboratory, co-located with IUI 2017. ACM, p. 29-33 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  36. Published

    Improving search result comprehension by topic-relevance map visualization

    Peltonen, J., Belorustceva, K. & Ruotsalo, T., 7 Mar 2017, IUI 2017 - Companion of the 22nd International Conference on Intelligent User Interfaces. p. 149-152 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  37. Published

    Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets

    Micallef, L., Sundin, I., Marttinen, P., Ammad-Ud-Din, M., Peltola, T., Soare, M., Jacucci, G. & Kaski, S., 7 Mar 2017, IUI 2017 - Proceedings of the 22nd International Conference on Intelligent User Interfaces. p. 547-552 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  38. Published

    Negative relevance feedback for exploratory search with visual interactive intent modeling

    Peltonen, J., Strahl, J. & Floréen, P., 7 Mar 2017, IUI 2017 - Proceedings of the 22nd International Conference on Intelligent User Interfaces. p. 149-159 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  39. Published

    Topic-relevance map: Visualization for improving search result comprehension

    Peltonen, J., Belorustceva, K. & Ruotsalo, T., 7 Mar 2017, IUI 2017 - Proceedings of the 22nd International Conference on Intelligent User Interfaces. p. 611-622 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. Published

    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 journalArticleScientificpeer-review

  41. Published

    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 journalArticleScientificpeer-review

  42. Published

    Bacmeta: simulation for genomic evolution in bacterial metapopulations

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

    Research output: Contribution to journalArticleScientific

  43. Published

    Combining intelligent recommendation and mixed reality in itineraries for urban exploration

    Jacucci, G., Andolina, S., Kalkhofen, D., Schmalstieg, D., Nurminen, A., Spagnolli, A., Gamberini, L. & Ruotsalo, T., 2017, Proceedings of the 10th International Workshop on Semantic Ambient Media Experiences (SAME 2017): Artificial Intelligence Meets Virtual and Augmented Worlds (AIVR). p. 18-23 6 p. (International series on information systems and management in creative eMedia; vol. 2017, no. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  44. Published

    Crowdsourcing for Information Visualization: Promises and Pitfalls

    Borgo, R., Lee, B., Bach, B., Fabrikant, S., Jianu, R., Kerren, A., Kobourov, S., McGee, F., Micallef, L., Landesberger, T. V. & 4 others, Ballweg, K., Diehl, S., Simonetto, P. & Zhou, M., 2017, Evaluation in the Crowd: Crowdsourcing and Human-Centered Experiments: Dagstuhl Seminar 15481, Dagstuhl Castle, Germany, November 22 – 27, 2015 Revised Contributions. Archambault, D., Purchase, H. & Hossfeld, T. (eds.). p. 96-138 (Lecture Notes in Computer Science; vol. 10264).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  45. Published

    Digital Me: Controlling and Making Sense of My Digital Footprint

    Sjöberg, M., Chen, H-H., Floreen, P., Koskela, M., Kuikkaniemi, K., Lehtiniemi, T. & Peltonen, J., 2017, Symbiotic Interaction: 5th International Workshop, Symbiotic 2016, Padua, Italy, September 29–30, 2016, Revised Selected Papers. Gamberini, L., Spagnolli, A., Jacucci, G., Blankertz, B. & Freeman, J. (eds.). Cham, p. 155-167 (Lecture Notes in Computer Science; vol. 9961).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  46. Published

    Ennaltaehkäisy, hyvinvointipalvelut ja työntekijän tietojen hyödyntäminen - katsaus tietosuojaan työterveydessä

    Alen-Savikko, A., 2017, Viestintäoikeuden vuosikirja 2016. Korpisaari, P. (ed.). University of Helsinki, p. 94-111

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  47. Published

    Evaluation of prototypes and the problem of possible futures

    Salovaara, A., Oulasvirta, A. & Jacucci, G., 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems. ACM SIGCHI, p. 2064-2077

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  48. Published

    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 journalArticleScientificpeer-review

  49. Published
  50. Published
  51. Published

    Privacy beyond the individual

    De Wolf, R., Lampinen, A., Carmi, E., Lehtiniemi, T. & Schwartz, S., 2017, The 18th Annual Conference of the Association of Internet Researchers.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  52. Published

    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 journalArticleScientificpeer-review

  53. Published

    Theory-Driven Collocated CMC: A Study of Collocated Mediated Interaction as a Public Sphere

    Nelimarkka, M., Salovaara, A., Semaan, B. & Jacucci, G., 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems. ACM, p. 4534-4547

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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