Research output per year
Research output per year
Accepting PhD Students
I'm interested in using AI to enhance decision-making in data-intensive environments such as fitness trackers and information dashboards. My research utilises a mixed methods approach to gain deeper insights into human behaviour with computing systems. This involves leveraging human-centred methods, tools and pipelines that facilitate wrangling and mine behavioural patterns. By doing so, I develop computational user models of interest, engagement, interaction barriers, and knowledge acquisition.
Currently, I focus on two primary areas. Firstly, within healthcare, I investigate the implementation of eXplainable AI to support critical decision-making in environments such as the ICU, clinical dashboards, and health tracking applications. Secondly, I delve into the integration of AI within workplace settings, exploring its potential to enhance workforce well-being and performance.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Research output: Contribution to journal › Article › peer-review
Vigo, M. (PI)
1/04/16 → 31/03/19
Project: Research
Hambley, A. (Recipient), Yesilada, Y. (Recipient), Vigo, M. (Recipient) & Harper, S. (Recipient), Apr 2022
Prize: Prize (including medals and awards)
Apaolaza, A. (Recipient) & Vigo, M. (Recipient), Jun 2017
Prize: Prize (including medals and awards)
Brass, A. (Recipient), Cruickshank, S. (Recipient), Hassan, L. (Recipient), Jay, C. (Recipient) & Vigo, M. (Recipient), 1 Feb 2017
Prize: Other distinction
Brass, A. (Recipient), Cruickshank, S. (Recipient), Hassan, L. (Recipient), Jay, C. (Recipient) & Vigo, M. (Recipient), 11 May 2017
Prize: Other distinction
Vigo, M. (Assistant editor)
Activity: Publication peer-review and editorial work › Editorial work › Research
Alahmadi, A. (Participant), Jay, C. (Participant), Vigo, M. (Participant), Davies, A. (Participant), (Participant), Goodwin, L. (Participant), (Participant), (Participant) & (Participant)
Impact: Technological, Health and wellbeing
Fraccaro, P. (Creator), Vigo, M. (Creator), Balatsoukas, P. (Creator), Van Der Veer, S. (Creator), Hassan, L. (Creator), Williams, R. (Creator), Wood, G. (Creator), Sinha, S. (Creator), Buchan, I. (Creator) & Peek, N. (Creator), figshare , 12 Feb 2018
DOI: 10.6084/m9.figshare.c.4003615
Dataset
Alsayahani, H. (Creator), Alhamadi, M. (Creator), Harper, S. (Creator) & Vigo, M. (Creator), University of Manchester Figshare, 11 Sept 2024
DOI: 10.48420/26978038, https://figshare.manchester.ac.uk/articles/dataset/Independent_and_Dependent_Variables_of_The_Role_of_Nudging_Techniques_on_the_Customisation_and_Usability_of_Visual_Analytics_Dashboards/26978038
Dataset
Alhamadi, M. (Creator), Clinch, S. (Creator) & Vigo, M. (Creator), University of Manchester Figshare, 30 Mar 2023
DOI: 10.48420/21335622, https://figshare.manchester.ac.uk/articles/dataset/Interactive_information_dashboards_user_performance_and_interaction_patterns/21335622
Dataset
19/05/17
1 item of Media coverage
Press/Media: Blogs and social media
18/04/17
1 item of Media coverage
Press/Media: Blogs and social media
Vigo, M. & Gelsthorpe, D.
23/08/16 → 24/08/16
2 items of Media coverage
Press/Media: Research
Vigo, M. & Gelsthorpe, D.
23/08/16
2 items of Media coverage
Press/Media: Blogs and social media
21/05/15
1 item of Media coverage
Press/Media: Blogs and social media