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Outputs (41)

Measuring Mental Workload Variations in Office Work Tasks using fNIRS (2020)
Journal Article
Midha, S., Maior, H. A., Wilson, M. L., & Sharples, S. (2021). Measuring Mental Workload Variations in Office Work Tasks using fNIRS. International Journal of Human-Computer Studies, 147, Article 102580. https://doi.org/10.1016/j.ijhcs.2020.102580

The motivation behind using physiological measures to estimate cognitive activity is typically to build technology that can help people to understand themselves and their work, or indeed for systems to do so and adapt. While functional Near Infrared... Read More about Measuring Mental Workload Variations in Office Work Tasks using fNIRS.

Exploring Machine Learning Approaches for Classifying Mental Workload using fNIRS Data from HCI Tasks (2019)
Presentation / Conference Contribution
Benerradi, J., Maior, H. A., Marinescu, A., Clos, J., & Wilson, M. L. (2019, November). Exploring Machine Learning Approaches for Classifying Mental Workload using fNIRS Data from HCI Tasks. Presented at Halfway to the Future, Nottingham, UK

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.

Improvising a Live Score to an Interactive Brain-Controlled Film (2019)
Presentation / Conference Contribution
Ramchurn, R., Martinez-Avila, J., Martindale, S., Chamberlain, A., Wilson, M. L., & Benford, S. (2019, June). Improvising a Live Score to an Interactive Brain-Controlled Film. Presented at International Conference on New Interfaces for Musical Expression (NIME), Porto Alegre, Brazil

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.

Enslaved to the Trapped Data: A Cognitive Work Analysis of Medical Systematic Reviews (2019)
Presentation / Conference Contribution
Knight, I. A., Wilson, M. L., Brailsford, D. F., & Milic-Frayling, N. (2019, March). Enslaved to the Trapped Data: A Cognitive Work Analysis of Medical Systematic Reviews. Presented at CHIIR '19: Conference on Human Information Interaction and Retrieval, Glasgow, Scotland, UK

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. https://doi.org/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.

When size matters: Towards evaluating perceivability of choropleths (2018)
Presentation / Conference Contribution
McNabb, L., Laramee, R. S., & Wilson, M. L. (2018, September). When size matters: Towards evaluating perceivability of choropleths. Presented at Computer Graphics and Visual Computing, CGVC 2018, Swansea, UK

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)
Presentation / Conference Contribution
Wilson, M. L., Sharon, N., Maior, H. A., Midha, S., Craven, M. P., & Sharples, S. (2018, April). Mental workload as personal data: designing a cognitive activity tracker. Presented at 3rd Symposium on Computing and Mental Health: Understanding, Engaging, and Delighting Users

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)
Presentation / Conference Contribution
Maior, H. A., Wilson, M. L., Locke, C., & Swann, D. (2018, April). Brain activity and mental workload associated with artistic practice. Presented at CHI 2018 Artistic BCI Workshop

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.