Markel Vigo

2025

Behavioural Indicators of Usability in Visual Analytics Dashboards

Alhamadi, M., Alsayahani, H., Clinch, S. & Vigo, M., 4 Feb 2025, (E-pub ahead of print) In: ACM Transactions on Interactive Intelligent Systems.

Research output: Contribution to journal › Article › peer-review

Open Access

File

2024

Evaluating the Impact of Added Greenery on Perceived Factors of an Urban Environment in Virtual Reality

Bar-Ad, R., Vigo, M., Caruso, G., Quboa, Q. & Pinto, N., 9 Dec 2024, (Accepted/In press) In: PL o S One.

Research output: Contribution to journal › Article › peer-review

Open Access

File

38 Downloads (Pure)

The Effects of Customisation on the Usability of Visual Analytics Dashboards: the Good, the Bad, and the Ugly

Alsayahani, H., Alhamadi, M., Harper, S. & Vigo, M., 16 Dec 2024, (Accepted/In press) ACM Conference on Intelligent User Interfaces (ACM IUI).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

2023

Assessing the communication gap between AI models and healthcare professionals: Explainability, utility and trust in AI-driven clinical decision-making

Wysocki, O., Davies, J. K., Vigo, M., Armstrong, A. C., Landers, D., Lee, R. & Freitas, A., 1 Mar 2023, In: Artificial Intelligence. 316, 103839.

Research output: Contribution to journal › Article › peer-review

Open Access

Evaluating Test Smells in Open-Source Projects

Chen, Z., Embury, S. & Vigo, M., 30 Jun 2023, (Accepted/In press) IFIP-ICTSS 35th International Conference on Testing Software and Systems.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

File

25 Downloads (Pure)

Modelling Search Behaviour Evolution on a Specialist Search Engine

Yu, H., Harper, S. & Vigo, M., 1 Mar 2023, In: IT Professional. 25, 2, p. 30-35 6 p.

Research output: Contribution to journal › Article › peer-review

OPTIMAL-EM: Optimised Population Sourcing for Web Accessibility Evaluation

Hambley, A., Yesilada, Y., Vigo, M. & Harper, S., 30 Apr 2023, 20th International Web for All Conference.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Personalized, intuitive & visual QT-prolongation monitoring using patient-specific QTc threshold with pseudo-coloring and explainable AI

Alahmadi, A., Davies, A., Vigo, M. & Jay, C., 1 Nov 2023, In: Journal of Electrocardiology. 81, p. 218-223 6 p.

Research output: Contribution to journal › Article › peer-review

Web Structure Derived Clustering for Optimised Web Accessibility Evaluation

Hambley, A., Yesilada, Y., Vigo, M. & Harper, S., 30 Apr 2023, International World Wide Web Conference 2023. p. 1345-1354 10 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

2022

Data Quality, Mismatched Expectations, and Moving Requirements: The Challenges of User-Centred Dashboard Design

Alhamadi, M., Alghamdi, O., Clinch, S. & Vigo, M., 8 Oct 2022, Nordic Human-Computer Interaction Conference, NordiCHI '22. Association for Computing Machinery, p. 1 14 p. 11

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Low-Level Activity Patterns as Indicators of User Familiarity with Websites

Yu, H., Harper, S. & Vigo, M., 4 Jul 2022, 30th Conference on User Modeling, Adaptation and Personalization, UMAP 2022. Association for Computing Machinery, p. 153 - 163

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Modeling User Strategies on Interactive Information Dashboards

Alhamadi, M., Clinch, S. & Vigo, M., 11 Apr 2022, (Accepted/In press) 30th Conference on User Modeling, Adaptation and Personalization, UMAP 2022. Association for Computing Machinery

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Optimising the website accessibility conformance evaluation methodology

Hambley, A., Yesilada, Y., Vigo, M. & Harper, S., 25 Apr 2022, Proceedings of the 19th International Web for All Conference.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Spatio-temporal and contextual cues to support reflection in physical activity tracking

Alqahtani, D., Jay, C. & Vigo, M., 31 May 2022, In: International Journal of Human-Computer Studies. 165, 102865.

Research output: Contribution to journal › Article › peer-review

Open Access

2021

An explainable algorithm for detecting drug-induced QT-prolongation at risk of torsades de pointes (TdP) regardless of heart rate and T-wave morphology

Alahmadi, A., Davies, A., Royle, J., Goodwin, L., Cresswell, K., Arain, Z., Vigo, M. & Jay, C., 1 Apr 2021, In: Computers in Biology and Medicine. 131, 104281.

Research output: Contribution to journal › Article › peer-review

Open Access

File

371 Downloads (Pure)

Characterising Student Engagement Modes through Low-Level Activity Patterns

Gledson, A., Apaolaza, A., Barthold, S., Günther, F., Yu, H. & Vigo, M., 8 Mar 2021, (Accepted/In press) 29th Conference on User Modeling, Adaptation and Personalization, UMAP 2021. Association for Computing Machinery

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Human-Machine Perception of Complex Signal Data

Alahmadi, A., Davies, A., Vigo, M., Dempsey, K. & Jay, C., 20 Sept 2021, Human-Like Machine Intelligence. Muggleton, S. & Chater, N. (eds.). Oxford University Press

Research output: Chapter in Book/Conference proceeding › Chapter › peer-review

Modeling Micro-Interactions in Self-Regulated Learning: a Data-Driven Methodology

Yu, H., Harper, S. & Vigo, M., 1 Jul 2021, In: International Journal of Human Computer Studies. 151, 102625.

Research output: Contribution to journal › Article › peer-review

Open Access

File

176 Downloads (Pure)

2020

Pseudo-colouring an ECG enables lay people to detect QT-interval prolongation regardless of heart rate

Alahmadi, A., Davies, A., Vigo, M. & Jay, C., 27 Aug 2020, In: P L o S One. 15, 8, e0237854.

Research output: Contribution to journal › Article › peer-review

Open Access

The Effect of Goal Moderation on the Achievement and Satisfaction of Physical Activity Goals

Alqahtani, D., Jay, C. & Vigo, M., 17 Dec 2020, In: ACM Proceedings on Interactive, Mobile, Wearable and Ubiquitous Technologies. 4, 4, 116.

Research output: Contribution to journal › Article › peer-review

Open Access

File

471 Downloads (Pure)

The Role of Uncertainty as a Facilitator to Reflection in Self-Tracking

Alqahtani, D., Jay, C. & Vigo, M., 9 Apr 2020, (Accepted/In press) ACM Conference on Designing Interactive Systems.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Unobtrusive Arousal Detection on the Web Using Pupillary Response

Matthews, O., Davies, A., Vigo, M. & Harper, S., 1 Apr 2020, In: International Journal of Human-Computer Studies. 136

Research output: Contribution to journal › Article › peer-review

2019

Assisted Pattern Mining for Discovering Interactive Behaviours on the Web

Apaolaza, A. & Vigo, M., Oct 2019, In: International Journal of Human-Computer Studies. 130, p. 196-208 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

237 Downloads (Pure)

Can lay people identify a drug-induced QT-interval prolongation? A psychophysical and eye-tracking experiment examining the ability of non-experts to interpret an ECG

Alahmadi, A., Davies, A., Vigo, M. & Jay, C., 2019, In: Journal of the American Medical Informatics Association. 26, 5, p. 404-411 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Combining Trending Scan Paths with Arousal to Model Visual Behaviour on the Web: A Case Study of Neurotypical People vs People with Autism

Matthews, O., Eraslan, S., Yaneva, V., Davies, A., Yesilada, Y., Vigo, M. & Harper, S., 2019, ACM Conference On User Modelling, Adaptation And Personalization: UMAP '19. 27th ed. Association for Computing Machinery, 9 p.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

File

310 Downloads (Pure)

Evaluating the Impact of Pseudo-Colour and Coordinate System on the Detection of Medication-induced ECG Changes

Alahmadi, A., Davies, A., Royle, J., Vigo, M. & Jay, C., 18 Apr 2019, CHI Conference on Human Factors in Computing Systems Proceedings.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

How do healthcare practitioners read electrocardiograms? A dual-process model of electrocardiogram interpretation

Davies, A., Mueller, J., Horseman, L., Splendiani, B., Hill, E. J. R., Vigo, M., Harper, S. & Jay, C., 2019, In: British Journal of Cardiac Nursing. 14, 10, p. 1 19 p.

Research output: Contribution to journal › Article › peer-review

Investigating the effect of clinical history before electrocardiogram interpretation on the visual behavior and interpretation accuracy of clinicians

Davies, A., Harper, S., Vigo, M. & Jay, C., 1 Dec 2019, In: Scientific Reports. 9, 1, 11300.

Research output: Contribution to journal › Article › peer-review

Open Access

"Mirror, mirror on my search...": Data-Driven Reflection and Experimentation with Search Behaviour

Fessl, A., Apaolaza, A., Gledson, A., Pammer-Schindler, V. & Vigo, M., 9 Sept 2019, (E-pub ahead of print) European Conference on Technology Enhanced Learning (EC-TEL). Springer Nature

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

File

193 Downloads (Pure)

Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting

Yera, A., Muguerza, J., Arbelaitz, O., Perona, I., Keers, R., Ashcroft, D., Williams, R., Peek, N., Jay, C. & Vigo, M., 2019, In: International journal of medical informatics. 129, p. 395 403 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

223 Downloads (Pure)

What Makes Research Software Sustainable? An Interview Study With Research Software Engineers.

de Souza, M. R., Haines, R., Vigo, M. & Jay, C., 27 May 2019, 12th International Workshop on Cooperative and Human Aspects of Software Engineering.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

File

108 Downloads (Pure)

2018

Back to analogue: Self-reporting for Parkinson's Disease

Vega, J., Couth, S., Poliakoff, E., Kotz, S., Sullivan, M., Jay, C., Vigo, M. & Harper, S., 21 Apr 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. New York, New York, USA: Association for Computing Machinery, p. 1-13 13 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Britain Breathing: Using the Experience Sampling Method to Collect the Seasonal Allergy Symptoms of a Country

Vigo, M., Hassan, L., Vance, W., Jay, C., Brass, A. & Cruickshank, S., 1 Jan 2018, In: Journal of the American Medical Informatics Association. 25, 1, p. 88-92 4 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Comparing Ontology Authoring Workflows with Protégé: in the Laboratory, in the Tutorial and in the ‘Wild’

Vigo, M., Matentzoglu, N., Jay, C. & Stevens, R., 1 Oct 2018, In: Journal of Web Semantics. 57, 100473.

Research output: Contribution to journal › Article › peer-review

Open Access

File

175 Downloads (Pure)

Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard

Yera, A., Muguerza, J., Arbelaitz, O., Perona, I., Keers, R., Ashcroft, D., Williams, R., Peek, N., Jay, C. & Vigo, M., 23 Apr 2018, 8th International Digital Health Conference. p. 55 59 p.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

File

305 Downloads (Pure)

Open Innovation in the Big Data Era with the MOVING Platform: An Integrated Working and Training Approach for Data-savvy Information Professionals

Vagliano, I., Guenther, F., Heinz, M., Apaolaza, A., Bienia, I., Breitfuss, G., Blume, T., Collyda, C., Fessl, A., Gottfried, S., Hasitschka, P., Kellermann, J., Koehler, T., Maas, A., Mezaris, V., Saleh, A., Skulimowski, A., Thalmann, S., Vigo, M. & Wertner, A. & 2 others, Wiese, M. & Scherp, A., 2018, In: IEEE Multimedia.

Research output: Contribution to journal › Article › peer-review

Open Access

File

223 Downloads (Pure)

Presentation of laboratory test results in patient portals: Influence of interface design on risk interpretation and visual search behaviour

Fraccaro, P., Vigo, M., Balatsoukas, P., Van Der Veer, S. N., Hassan, L., Williams, R., Wood, G., Sinha, S., Buchan, I. & Peek, N., 12 Feb 2018, In: BMC Medical Informatics and Decision Making. 18, 1, 11.

Research output: Contribution to journal › Article › peer-review

Open Access

Sensing Arousal and Focal Attention During Visual Interaction

Matthews, O., Vigo, M. & Harper, S., 1 Oct 2018, ICMI 2018 - Proceedings of the 2018 International Conference on Multimodal Interaction. 20th ed. Association for Computing Machinery, p. 263-267 5 p. (ICMI 2018 - Proceedings of the 2018 International Conference on Multimodal Interaction).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

The influence of patient portals on users’ decision making is insufficiently investigated: A systematic methodological review

Fraccaro, P., Vigo, M., Balatsoukas, P., Buchan, I., Peek, N. & Van Der Veer, S., Mar 2018, In: International journal of medical informatics. 111, p. 100-111 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Using simultaneous scanpath visualization to investigate the relationship between accuracy and eye movement during medical image interpretation

Davies, A., Vigo, M., Jay, C. & Harper, S., 2018, In: The Journal of Eye Movement Research. 10, 5

Research output: Contribution to journal › Article › peer-review

Open Access

2017

Does descriptive text change how people look at art? A novel analysis of eye-movements using data-driven Units of Interest

Davies, A., Reani, M., Vigo, M., Harper, S., Gannaway, C., Grimes, M. & Jay, C., 2017, In: The Journal of Eye Movement Research.

Research output: Contribution to journal › Article › peer-review

Open Access

Identifying the challenges of code/theory translation: report from the Code/Theory 2017 workshop

Jay, C., Haines, R., Vigo, M., Matentzoglu, N., Stevens, R., Boyle, J., Davies, A., Del Vescovo, C., Gruel, N., Le Blanc, A., Mawdsley, D., Mellor, D., Mikroyannidi, E., Rollins, R., Rowley, A. & Vega Hernandez, J., 13 Apr 2017, (Accepted/In press) In: Research Ideas and Outcomes. 3

Research output: Contribution to journal › Article › peer-review

Open Access

Inference Inspector: Improving the Verification of Ontology Authoring Actions

Matentzoglu, N., Vigo, M., Jay, C. & Stevens, R., 2017, In: Journal of Web Semantics.

Research output: Contribution to journal › Article › peer-review

Open Access

Patient portal adoption rates: A systematic literature review and meta-analysis

Fraccaro, P., Vigo, M., Balatsoukas, P., Buchan, I. E., Peek, N. & Van Der Veer, S. N., 1 Sept 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, Vol. 245. p. 79-83 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access