Cognition · conference · Haptics · Multimodality

Preparing submissions for the SweCog 2017 conference, held at Uppsala University!

SweCog2017_Uppsala

This week, I’m preparing submissions for this year’s version of the SweCog (Swedish Cognitive Science Society) conference. This conference covers a broad range of topics related to cognitive science. When I participated last year, when the conference was held at Chalmers, Gothenburg, I did not present anything (actually, none of the participants from Uppsala University did), but the situation this year is quite different since Uppsala University is hosting the event!

I really enjoyed last year’s conference much due to the large variety of topics covered and the very interesting keynote lectures. It was also (and still is, I assume) a single track conference, meaning that you will not have to choose which paper session to attend. As I remember there were ten paper presentations in total, three keynote lectures and one poster session during the two days conference. You can read more about my experiences from SweCog 2016 in this blog post, summing up that event. I also wrote summaries from day 1 and day 2.

Since the only thing that’s required is an extended abstract of 1-3 pages (and max 500 words), I’m working on several submissions. A topic that was not covered during last year’s conference was collaboration in multimodal environments and specifically how different combinations of modalities can affect communication between two users solving a task together. Since that is one of my main research interests, I now see my chance to contribute! The deadline for extended abstract submissions to SweCog 2017 is September 4, so there is still a lot of time to write. The conference will be held October 26-27 at Uppsala University. Since registration to the conference is free for SweCog members (membership is also free), I expect to see many of my old KTH colleagues at Uppsala University during the conference days! 😉  You can find more information about the conference here.

Before I started planning for contributions to SweCog 2017, I invited some of my “multimodal colleagues” from KTH to join the writing process. As a result, Emma Frid and I will collaborate on an extended abstract about a follow-up study to the study I present here. Thus, our contribution will focus on how multimodal feedback can affect visual focus when two users are solving a task together in a collaborative virtual environment. Since I have not yet heard from any other colleague, I plan to write another extended abstract on my own, about how multimodal feedback (or rather combinations of visual, haptic and auditory feedback) can affect the means by which users talk to each other while working in collaborative virtual environments. Maybe, I will also throw in a third one about the potential of using haptic guiding functions (see this blog post for an explanation of this concept) in situations where sighted and visually impaired users collaborate.

 

conference · Haptics · Multimodality · sonification

Got a new paper published, on the effects of auditory and haptic feedback on gaze behaviour!

SMC_published

About a month ago I wrote a blog post about a conference paper with the title “AN EXPLORATORY STUDY ON THE EFFECT OF AUDITORY FEEDBACK ON GAZE BEHAVIOR IN A VIRTUAL THROWING TASK WITH AND WITHOUT HAPTIC FEEDBACK” that had just been accepted for the Sound and Music Computing 2017 conference. Now, that paper has been formally published! You can find our paper here and the full conference proceedings here. The study leader, Emma Frid presented the paper last Thursday (6/7 2017) afternoon in Espoo, Finland. The other authors are Roberto Bresin, Eva-Lotta Sallnäs Pysander and I.

As I wrote in the earlier blog post, this particular paper is based on a small part of an extensive experiment. The experiment, which 20 participants took part in, was based on a simple task – picking up a ball and throwing it into a goal area at the opposite side of a virtual room. After 15 hits the task had been solved. The same task was solved in several different conditions of which some included haptic rendering and some included movement sonification (two different sound models were compared) of the throwing gesture. During all interaction with the interface, different parameters, including gaze data collected through an eye-tracker, were continuously logged. In the part of the experiment on which the published paper is based we wanted to find out if the participants’ visual focus in the interface changed depending on experiment condition (e.g. if participants looked more at the goal when haptic and/or auditory feedback was presented). Due to bad quality of the sampled gaze data for some of the participants (< 80% of the gaze points had been registered), only gaze data from 13 participants could be used in the analysis.

Much due to large inter-subject variability, we did not get any significant results this time around, but some interesting patterns arose. Results e.g. indicated that participants fixated fewer times on the screen when solving the task in visual/audio conditions compared to a visual-only condition and fewer times on the screen when solving the task in the visual/haptic/audio conditions than when doing it in the visual/haptic condition. The differences between haptic conditions were, however, small especially regarding one of the sound models presenting a swishing sonification of the throwing gesture. When considering total fixation duration (for how long the participants focused on the screen) the tendency was that participants focused less on the screen when this sound model was used (indications were stronger when haptic feedback was not provided). Even though these results were not significant they indicate that movement sonification has an effect on gaze behaviour. When looking at gaze behaviour for each participant individually we could also see that the participants could be divided into a few clusters in which the participants showed similar behaviour. Although the large inter-subject variability did not make it possible to find any general patterns, we could find indications of effects of auditory feedback within the clusters. See the article linked above, for a more detailed analysis, illustrations and discussion.

Even though we did not get any significant results, the indications we got that movement sonifications can affect visual focus are still interesting. If it is true that you look more on the screen when you do not have access to movement sonification, this can mean that you can focus on different parts of an interface, maybe solving different tasks in parallel, when having access to movement sonification in this kind of environment. It is definitely worth conducting similar studies with a lot more participants in order to see if the indications we got would become significant. Experiments with more users could also show if participants focus more on the goal when having access to movement sonification and/or haptic feedback – if so, this would indicate that the information provided by haptic and audio feedback, respectively, is enough to understand that you are performing an accurate throwing gesture (you don’t need to look at the ball to confirm it). Results from interviews held at the end of the test sessions already indicate this!

This is the very first paper Eva-Lotta and I have gotten accepted to the Sound and Music Computing conference. Emma and Roberto, however, have gotten papers accepted to that conference numerous times. Check out their Researchgate accounts for their earlier contributions to this conference and so much more related to e.g. sound design.

games · Haptics · Multimodality · sonification

Paper on the effect of auditory feedback on gaze behaviour accepted to SMC 2017!

SMC_accept

Earlier this week I wrote about a paper that was accepted to the Frontiers in Education (FIE) 2017 conference, but the fact is that yet another paper which I co-authored was accepted to another conference, Sound and Music Computing (SMC) 2017, earlier in May! Emma Frid (lead author), Roberto Bresin and Eva-Lotta Sallnäs Pysander from the department of Media technology and Interaction Design at the Royal Institute of Technology (KTH) are the other authors on that paper. The title of the SMC paper is “AN EXPLORATORY STUDY ON THE EFFECT OF AUDITORY FEEDBACK ON GAZE BEHAVIOR IN A VIRTUAL THROWING TASK WITH AND WITHOUT HAPTIC FEEDBACK”.

The paper is based on a small part of an extensive study, focusing on the effect of haptic and audio feedback on perception of object qualities and visual focus, performed a few years ago. In this particular paper we use eye-tracking metrics to investigate if auditory feedback in particular affects gaze behaviour in an environment where the task is to pick up a ball and throw it into a target area. We looked at both the effect of sound in general and effects of different sound models. Like in many other studies we have been involved in, conditions with different modality combinations were compared against each other. I will write more about the results when the paper has been presented and there is a link to the published proceedings. Search for the title given above if you want to find the specific session and listen to Emma’s presentation at the conference!

Here is the abstract, summarizing the main points:

This paper presents findings from an exploratory study on the effect of auditory feedback on gaze behavior. A total of 20 participants took part in an experiment where the task was to throw a virtual ball into a goal in different conditions: visual only, audiovisual, visuohaptic and audiovisuohaptic. Two different sound models were compared in the audio conditions. Analysis of eye tracking metrics indicated large inter-subject variability; difference between subjects was greater than difference between feedback conditions. No significant effect of condition could be observed, but clusters of similar behaviors were identified. Some of the participants’ gaze behaviors appeared to have been affected by the presence of auditory feedback, but the effect of sound model was not consistent across subjects. We discuss individual behaviors and illustrate gaze behavior through sonification of gaze trajectories. Findings from this study raise intriguing questions that motivate future large-scale studies on the effect of auditory feedback on gaze behavior.

As was the case with the FIE paper mentioned earlier, the SMC paper is just presenting a small part of a large study, so there is definitely a lot more to tell about the study and the different parameters measured. I will return to the overall study as soon as more papers are out!  🙂