Dr Mengdie Zhuang

PhD (91Ö±²¥), PGCert (91Ö±²¥), SFHEA

Information School

Lecturer in Data Science

Mengdie Zhuang
Profile picture of Mengdie Zhuang
m.zhuang@sheffield.ac.uk

Full contact details

Dr Mengdie Zhuang
Information School
Room C223
The Wave
2 Whitham Road
91Ö±²¥
S10 2AH
Profile

Mengdie is a lecturer in Data Science in the Information School at the University of 91Ö±²¥. Her work focuses on understanding how people interact with AI systems in the process of interpreting data and then acquiring information, and how this interaction augments the user experience and influences decision-making.  She specialises in using methods from Data Visualization, Machine Learning, HCI to create innovative methodologies and guide interface design, addressing challenges in areas such as healthcare and human mobility. She was a research associate at the UCL Centre for Advanced Spatial Analysis (UCL CASA). She completed a PhD in Information Retrieval at the University of 91Ö±²¥.

Research interests

* Data Visualisation
* Human Interaction with AI Applications
* User Engagement
* Digital Health
* Human Mobility
* Interactive Information Retrieval

Publications

Journal articles

  • Allcock JA, Zhuang M, Li S & Zhao X (2024) . JMIR Formative Research, 8. RIS download Bibtex download
  • Zhuang M, Concannon D & Manley E (2022) . IEEE Transactions on Visualization and Computer Graphics, 28(4), 1715-1731. RIS download Bibtex download
  • Ross S, Breckenridge G, Zhuang M & Manley E (2021) . Scientific Reports, 11(1). RIS download Bibtex download
  • Manley E, Ross S & Zhuang M (2021) . Findings. RIS download Bibtex download
  • Budd J, Miller BS, Manning EM, Lampos V, Zhuang M, Edelstein M, Rees G, Emery VC, Stevens MM, Keegan N , Short MJ et al (2020) . NATURE MEDICINE, 26(8), 1183-1192. RIS download Bibtex download

Chapters

  • Gadiraju U & Zhuang M (2019) , Human–Computer Interaction Series (pp. 163-188). Springer International Publishing RIS download Bibtex download

Conference proceedings papers

  • Xu L, Zhuang M & Gadiraju U (2021) . Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization RIS download Bibtex download
  • Zhuang M & Gadiraju U (2019) . Proceedings of the 10th ACM Conference on Web Science RIS download Bibtex download
  • Zhuang M, Toms EG & Demartini G (2018) . Proceedings of the 27th ACM International Conference on Information and Knowledge Management (pp 1507-1510) RIS download Bibtex download
  • Zhuang M, Demartini G & Toms EG (2017) . Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (pp 1957-1966) RIS download Bibtex download
  • Zhuang M (2017) . Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization (pp 343-346) RIS download Bibtex download
  • Zhuang M (2016) . Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval RIS download Bibtex download
  • Zhuang M, Toms E & Demartini G (2016) . Advances in Information Retrieval (pp 293-305). Padua, Italy, 20 March 2016 - 20 March 2016. RIS download Bibtex download
  • Zhuang M, Toms EG & Demartini G (2016) Search behaviour before and after search success. CEUR Workshop Proceedings, Vol. 1647 RIS download Bibtex download

Preprints

  • Allcock JA, Zhuang M, Li S & Zhao X (2023) , JMIR Publications Inc.. RIS download Bibtex download
  • Zhuang M, Concannon D & Manley E (2020) , arXiv. RIS download Bibtex download
  • Bennett I, Budd J, Manning EM, Manley E, Zhuang M, Cox IJ, Short M, Johnson AM, Pillay D & McKendry RA (2020) , arXiv. RIS download Bibtex download
Research group

Information Retrieval, Health Informatics.
 

Grants

EPSRC

Co-Investigator 

£4,195,584

01 December 2023

36 months

Teaching interests

I teach modules in the areas of programming, data mining, digital health and data visualisation.

Teaching activities

INF114 - Communicating Data

Data Translation

INF4000 - Data Visualisation 

INF6032 - Big Data Analytics