August, 2022
Papers accepted to be published in the highest-ranked computer science publication venue IEEE CVPR, as well as in the Information Processing and Management journal. Videos also available under the videos and demo link.
March, 2022
Tung Vuong successfully defended his PhD thesis: Behavioral Task Modeling for Entity Recommendation. Congratulations!
August, 2021
Three papers accepted to be published in ACM TOIS, ACM TOCHI, and ACM RecSys. Watch out for preprints.
Our new project where we aim to develop crowd-powered brain-computer interfaces for affective representation learning is recommended to be funded under the CHIST-ERA scheme. Looking forward to work with European partners on this.
March, 2021
Our research on brain-computer interfacing for modeling personal attractiveness was featured in the Independent, the Daily Mail, VICE, RT, and many others.
February, 2021
Our paper titled “Brain-computer interface for generating personally attractive images” has been accepted for publication by IEEE Transactions on Affective Computing. Watch out for a preprint.
January, 2021
Our paper titled “Collaborative Filtering with Preferences Inferred from Brain Signals” has been accepted for publication at The Web Conference (WWW). Watch out for a preprint.
Our paper titled “Spoken Conversational Context Improves Query Auto Completion in Web Search” has been accepted for publication in ACM Transactions on Information Systems. Watch out for a preprint.
December, 2020
Our research was reviewed by the Cognitive Neuroscience Society, see here.
October, 2020
Our research on neuroadaptive generative modeling was featured in the Independent, unite.ai, La Vanguardia, ACM and many others.
September, 2020
The group starts to operate also at University of Copenhagen, Denmark. We are looking forward for new collaborations and exciting research!
Our paper on connecting generative adversarial networks (GANs) with brain-computer interfaces, titled Neuroadaptive modelling for generating images matching perceptual categories is published by Scientific Reports (Nature). The paper is available here.
August, 2020
Our paper titled “Generating Images Instead of Retrieving Them: Relevance Feedback on Generative Adversarial Networks” published at SIGIR 2020
The paper is available hereMay, 2020
April, 2020
Our paper on interactive GANs accepted for publication at SIGIR 2020. Stay tuned for a preprint.
Our paper on brain responses and information theory, titled "Information gain modulates brain activity evoked by reading" accepted for publication at Scientific Reports (Nature). The paper is available here.
February, 2020
Our paper on brainsourcing, titled "Brainsourcing: Crowdsourcing Recognition Tasks via Collaborative Brain-Computer Interfacing" accepted for publication at CHI 2020. Paper available here.
We develop novel information retrieval and interactive visualization methods to assist humans search, perceiving, and comprehending complex information spaces.
We develop new implicit and reactive interfaces toward information that utilize brain and physiological signals and apply them in adaptive and interactive systems.
We develop user models that observe natural man-machine interactions and learn users' goals, intentions, and needs from this passively observed digital behavior.
Tuukka Ruotsalo
Group leader
Michiel Spapé
Senior researcher
(now officially with Niklas Ravaja's group)
Tung Vuong
Postdoc
Keith Davis
PhD student
Carlos de la Torre Ortiz
PhD student
Jun Ma
PhD student
Kalle Mäkelä
Research Assistant