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Exploring Machine Learning Approaches for Classifying Mental Workload using fNIRS Data from HCI Tasks (2019)
Conference Proceeding
Benerradi, J., Maior, H. A., Marinescu, A., Clos, J., Wilson, M. L., Benerradi, J., …Clos, J. (in press). Exploring Machine Learning Approaches for Classifying Mental Workload using fNIRS Data from HCI Tasks. In Proceedings of the Halfway to the Future Symposium 2019

Functional Near-Infrared Spectroscopy (fNIRS) has shown promise for being potentially more suitable (than e.g. EEG) for brain-based Human Computer Interaction (HCI). While some machine learning approaches have been used in prior HCI work, this paper... Read More about Exploring Machine Learning Approaches for Classifying Mental Workload using fNIRS Data from HCI Tasks.

Alzheimer's Disease (AD) Detect & Prevent -presymptomatic AD detection and prevention (2019)
Conference Proceeding
Dong, M., Husain, M., Brooks, D., Wilson, M., Craven, M., Destrebecq, F., …Baden-Kristensen, K. (in press). Alzheimer's Disease (AD) Detect & Prevent -presymptomatic AD detection and prevention. In K. Niedderrer, G. Ludden, R. Cain, & C. Wölfel (Eds.), International MinD Conference 2019 - Designing with and for People with Dementia: Well-being, Empowerment and Happiness, 151-154

Alzheimer's disease (AD) is a major cause of the rapidly growing and crushing aging challenge that threatens to economically undermine today's healthcare system. AD prevalence will grow to over 100 million cases in 2050. AD is incurable but can be pr... Read More about Alzheimer's Disease (AD) Detect & Prevent -presymptomatic AD detection and prevention.

Improvising a Live Score to an Interactive Brain-Controlled Film (2019)
Conference Proceeding
Ramchurn, R., Martinez-Avila, J., Martindale, S., Chamberlain, A., Wilson, M. L., & Benford, S. (2019). Improvising a Live Score to an Interactive Brain-Controlled Film

We report on the design and deployment of systems for the performance of live score accompaniment to an interactive movie by a Networked Musical Ensemble. In this case, the audiovisual content of the movie is selected in real time based on user input... Read More about Improvising a Live Score to an Interactive Brain-Controlled Film.

How Stress and Mental Workload are Connected (2019)
Conference Proceeding
Alsuraykh, N. H., Wilson, M. L., Tennent, P., & Sharples, S. (2019). How Stress and Mental Workload are Connected. In PervasiveHealth'19: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 371-376. doi:10.1145/3329189.3329235

Mental Workload (MWL) can be both good and bad; we can thrive under high MWL, or our performance can drop if the demands become either too low or too high. Similarly, stress is not always bad, short term stress can be beneficial to overcome a challen... Read More about How Stress and Mental Workload are Connected.

Brain-Controlled Cinema (2019)
Book Chapter
Ramchurn, R., Martindale, S., Wilson, M. L., Benford, S., & Chamberlain, A. (2019). Brain-Controlled Cinema. In A. Nijholt (Ed.), Brain Art: Brain-Computer Interfaces for Artistic Expression, 377-408. Springer International Publishing. doi:10.1007/978-3-030-14323-7_14

From director's cut to user's cut: to watch a brain-controlled film is to edit it (2019)
Conference Proceeding
Ramchurn, R., Martindale, S., Wilson, M. L., & Benford, S. (2019). From director's cut to user's cut: to watch a brain-controlled film is to edit it. In CHI '19: proceedings of the 2019 CHI Conference on Human Factors in Computing Systemsdoi:10.1145/3290605.3300378

Introducing interactivity to films has proven a longstanding and difficult challenge due to their narrative-driven, linear and theatre-based nature. Previous research has suggested that Brain-Computer Interfaces (BCI) may be a promising approach but... Read More about From director's cut to user's cut: to watch a brain-controlled film is to edit it.

The Multi-Stage Experience: the Simulated Work Task Approach to Studying Information Seeking Stages (2019)
Conference Proceeding
Huurdeman, H., Kamps, J., & Wilson, M. L. (2019). The Multi-Stage Experience: the Simulated Work Task Approach to Studying Information Seeking Stages

This experience paper shines more light on a simulated work task approach to studying information seeking stages. This explicit multistage approach was first utilized in Huurdeman, Wilson, and Kamps [14] to investigate the utility of search user inte... Read More about The Multi-Stage Experience: the Simulated Work Task Approach to Studying Information Seeking Stages.

Enslaved to the Trapped Data: A Cognitive Work Analysis of Medical Systematic Reviews (2019)
Conference Proceeding
Knight, I. A., Wilson, M. L., Brailsford, D. F., & Milic-Frayling, N. (2019). Enslaved to the Trapped Data: A Cognitive Work Analysis of Medical Systematic Reviews. In Proceedings of 2019 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR), 203-212. doi:10.1145/3295750.3298937

Systematic reviews are a comprehensive and parameterised form of literature review, found in most disciplines, that involve exhaustive analyses and rigorous interpretation of prior literature. Performing systematic reviews, however, can involve repet... Read More about Enslaved to the Trapped Data: A Cognitive Work Analysis of Medical Systematic Reviews.

Search tactics used in solving everyday how-to technical tasks: repertoire, selection and tenacity (2019)
Journal Article
Rutter, S., Blinzler, V., Ye, C., Wilson, M. L., & Twidale, M. D. (2019). Search tactics used in solving everyday how-to technical tasks: repertoire, selection and tenacity. Information Processing and Management, 56(3), 919-938. doi:10.1016/j.ipm.2019.02.008

With greater access to computational resources, people use search to address many everyday challenges in their lives, including solving technology problems. Although there are now many useful ‘how-to’ resources online (especially videos on YouTube),... Read More about Search tactics used in solving everyday how-to technical tasks: repertoire, selection and tenacity.

fNIRS and Neurocinematics (2018)
Presentation / Conference
Ramchurn, R., Maior, H. A., Wilson, M. L., Martindale, S., Benford, S., & Cai, M. (2018, October). fNIRS and Neurocinematics. Poster presented at fNIRS2018

When size Matters: towards evaluating perceivability of choropleths (2018)
Conference Proceeding
McNabb, L., Laramee, R. S., & Wilson, M. L. (2018). When size Matters: towards evaluating perceivability of choropleths. In G. Tam, & F. Vidal (Eds.), EG UK Computer Graphics & Visual Computingdoi:10.2312/cgvc.20181221

Choropleth maps are an invaluable visualization type for mapping geo-spatial data. One advantage to a choropleth map over other geospatial visualizations such as cartograms is the familiarity of a non-distorted landmass. However, this causes challeng... Read More about When size Matters: towards evaluating perceivability of choropleths.

Mental workload as personal data: designing a cognitive activity tracker (2018)
Conference Proceeding
Wilson, M. L., Sharon, N., Maior, H. A., Midha, S., Craven, M. P., & Sharples, S. (2018). Mental workload as personal data: designing a cognitive activity tracker. In CHI EA '18 Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems doi:10.1145/3170427.3170665

Research continues to correlate physical signals with mental activity, as opposed to physical activity, with physiological sensors. Further, with the proliferation of wearable technology, it seems imminent that our smart watches can soon keep track o... Read More about Mental workload as personal data: designing a cognitive activity tracker.

Brain activity and mental workload associated with artistic practice (2018)
Conference Proceeding
Maior, H. A., Wilson, M. L., Locke, C., & Swann, D. (2018). Brain activity and mental workload associated with artistic practice

We present the first stage of our on-going artist-driven BCI collaboration, where we equipped an artist with the brain scanning technique functional Near Infrared Spectroscopy (fNIRS) in order to record mental workload levels during her creative prac... Read More about Brain activity and mental workload associated with artistic practice.

#Scanners 2 – The MOMENT: a new brain-controlled movie (2018)
Conference Proceeding
Ramchurn, R., Wilson, M. L., Martindale, S., & Benford, S. (2018). #Scanners 2 – The MOMENT: a new brain-controlled movie. In CHI EA '18: Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systemsdoi:10.1145/3170427.3186481

While many still consider interactive movies an unrealistic idea, current delivery platforms like Netflix, commercial VR, and the proliferation of wearable sensors mean that adaptive and responsive entertainment experiences are an immediate reality.... Read More about #Scanners 2 – The MOMENT: a new brain-controlled movie.

Workload alerts - using physiological measures of mental workload to provide feedback during tasks (2018)
Journal Article
Maior, H. A., Wilson, M. L., & Sharples, S. (in press). Workload alerts - using physiological measures of mental workload to provide feedback during tasks. ACM Transactions on Computer-Human Interaction, 25(2), doi:10.1145/3173380

Feedback is valuable for allowing us to improve on tasks. While retrospective feedback can help us improve for next time, feedback “in action” can allow us to improve the outcome of on-going tasks. In this paper, we use data from functional Near Infr... Read More about Workload alerts - using physiological measures of mental workload to provide feedback during tasks.

How stress affects functional near-infrared spectroscopy (fNIRS) measurements of mental workload (2018)
Conference Proceeding
Alsuraykh, N. H., Maior, H. A., Wilson, M. L., Tennent, P., & Sharples, S. (2018). How stress affects functional near-infrared spectroscopy (fNIRS) measurements of mental workload. In CHI EA '18 Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems doi:10.1145/3170427.3188646

Recent work has demonstrated that functional Near-Infrared Spectroscopy has the potential to measure changes in Mental Workload with increasing ecological validity. It is not clear, however, whether these measurements are affected by anxiety and stre... Read More about How stress affects functional near-infrared spectroscopy (fNIRS) measurements of mental workload.

Generating vague neighbourhoods through data mining of passive web data (2017)
Journal Article
Brindley, P., Goulding, J., & Wilson, M. L. (in press). Generating vague neighbourhoods through data mining of passive web data. International Journal of Geographical Information Science, 32(3), doi:10.1080/13658816.2017.1400549

Neighbourhoods have been described as \the building blocks of public services society". Their subjective nature, however, and the resulting difficulties in collecting data, means that in many countries there are no officially defined neighbourhoods e... Read More about Generating vague neighbourhoods through data mining of passive web data.