Professor Ana Basiri

  • Professor of Geospatial Data Science (School of Geographical & Earth Sciences)

Research interests

Professor Ana Basiri works on developing (theoretical and applied) solutions to the challenges of 'new forms of data' such as missingness and biases. These solutions are based on the mindset that considers the bias, missingness, or low quality as a useful source of data to make inference about the underlying reasons for the missingness and bias. One application of this is extracting the 3D map of cities using the patterns of blockage, reflection, and attenuation of the GPS signals (or other similar signals), that are contributed by the volunteers/crowd.
 
In the era of big data, open data, social media, and crowdsourced data when “we are drowning in data”, gaps and unavailability, representativeness, and bias issues associated with them may indicate some hidden problems or reasons of biases and missingness. These novel solutions allow us to understand the data, society, and cities better.
 
For this, she leads a team of an interdisciplinary team and collaborates with world-leading academic and industrial partners, including Ordnance Survey GB, Uber, Alan Turing Institute, and engage with the public, policymakers, and government.
 
Ana is a UKRI Future Leaders Fellow, Chair of Geospatial Data Science at the University of Glasgow, the Editor in Chief of Journal of Navigation and Associate/Guest Editor of several high impact journals including IET Smart city and International Journal Geographical Information Science. She has received several awards and prizes, including Women Role Model in Science by Alexander Humboldt and European Commission Marie Curie Alumni.
 
Before joining the University of Glasgow, she was a lecturer at University College London, a European Research Council Fellow at the University of Southampton, a Marie Curie Fellow at the University of Nottingham, and a Postdoc Research Fellow at the Maynooth University of Ireland.
 
 

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2022 | 2021 | 2019 | 2017 | 2016
Number of items: 23.

2024

Shingleton, J. and Basiri, A. (2024) Enhancing toponym identification: Leveraging Topo-BERT and open-source data to differentiate between toponyms and extract spatial relationships. AGILE: GIScience Series, (Accepted for Publication)

Yan, J., He, G., Basiri, A. , Hancock, C. and Yeboah, S. K. (2024) The impact of postures and moving directions in fire evacuation in a low-visibility environment. Sensors, 24(5), 1378. (doi: 10.3390/s24051378)

2023

Polat Kayali, M. and Basiri, A. (2023) The Importance of Communication with Missing Data with Colours of Map for Decision-Making. In: 18th International Conference on Location Based Services (LBS 2023), Ghent, Belgium, 20-22 November 2023, (doi: 10.34726/5752)

Sutton, D., Solomon, G. , Yuan, X., Polat Kayali, M. , Gardner, Z. and Basiri, A. (2023) Assessing the Relationship Between Socio-Demographic Characteristics and OpenStreetMap Contributor Behaviours. In: 1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data (GeoSocial 2023), Hamburg, Germany, 13-16 Nov 2023, pp. 5-11. ISBN 9798400703546 (doi: 10.1145/3615892.3628477)

Basiri, A. , Lines, T. and Pereira, M. F. (2023) Scalable 3D mapping of cities using computer vision and signals of opportunity. International Journal of Geographical Information Science, 37(7), pp. 1470-1495. (doi: 10.1080/13658816.2023.2191674)

Mitra, R. et al. (2023) Learning from data with structured missingness. Nature Machine Intelligence, 5, pp. 13-23. (doi: 10.1038/s42256-022-00596-z)

2022

Polat Kayali, M. and Basiri, A. (2022) A Participatory Approach to Develop Missing Geospatial Data Visualisation. European Cartographic Conference – EuroCarto 2022, Vienna, Austria, 19-21 Sep 2022. p. 77. (doi: 10.5194/ica-abs-5-77-2022)

Polat Kayali, M. and Basiri, A. (2022) Classification of Missing Geospatial Data from Structure and Mechanism Perspective. In: 30th Annual Geographical Information Science Research UK (GISRUK), Liverpool, UK, 05-08 Apr 2022, (doi: 10.5281/zenodo.6408097)

Shin, H. and Basiri, A. (2022) Geographic Biases in OSM Contributions: How do the Geographic Extent of Contributions Differ Among Demographic Groups? In: GISRUK 2022, Liverpool, UK, 05-08 Apr 2022, (doi: 10.5281/zenodo.6411601)

Basiri, A. and Brunsdon, C. (2022) Missing data as data. Patterns, 3(9), 100587. (doi: 10.1016/j.patter.2022.100587) (PMID:36124308) (PMCID:PMC9481944)

Shin, H. , Cagnina, C. and Basiri, A. (2022) The Impact of Built Environment on Bike Commuting: Utilising Strava Bike Data and Geographically Weighted Models. In: 25th AGILE Conference on Geographic Information Science “Artificial Intelligence in the service of Geospatial Technologies”, Vilnius, Lithuania, 14-17 June 2022, p. 15. (doi: 10.5194/agile-giss-3-15-2022)

2021

Lines, T. and Basiri, A. (2021) 3D map creation using crowdsourced GNSS data. Computers, Environment and Urban Systems, 89, 101671. (doi: 10.1016/j.compenvurbsys.2021.101671)

Basiri, A. (2021) Predictably unpredictable. Journal of Navigation, 74(4), pp. 723-725. (doi: 10.1017/S0373463321000497)

Shubina, V., Ometov, A., Basiri, A. and Lohan, E. S. (2021) Effectiveness modelling of digital contact-tracing solutions for tackling the COVID-19 pandemic. Journal of Navigation, 74(4), pp. 853-886. (doi: 10.1017/S0373463321000175)

Wang, Z., Liu, H., Zhu, Y., Zhang, Y., Basiri, A. , Büttner, B., Gao, X. and Cao, M. (2021) Identifying urban functional areas and their dynamic changes in Beijing: using multiyear transit smart card data. Journal of Urban Planning and Development, 147(2), 04021002. (doi: 10.1061/(ASCE)UP.1943-5444.0000662)

Mehri, S., Alesheikh, A. A. and Basiri, A. (2021) A contextual hybrid model for vessel movement prediction. IEEE Access, 9, pp. 45600-45613. (doi: 10.1109/ACCESS.2021.3066463)

Basiri, A. (2021) Inclusivity and diversity of navigation services. Journal of Navigation, 74(2), pp. 269-272. (doi: 10.1017/S0373463321000072)

Basiri, A. (2021) How fast can our horses go? Measuring the quality of positioning technologies. Journal of Navigation, 74(1), pp. 1-4. (doi: 10.1017/S0373463320000673)

2019

Lines, T. and Basiri, A. (2019) Simulating and Modeling the Signal Attenuation of Wireless Local Area Network for Indoor Positioning. In: GeoSim '19: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, Chicago, IL, USA, 05 Nov 2019, pp. 9-15. ISBN 9781450369565 (doi: 10.1145/3356470.3365527)

Lines, T. and Basiri, A. (2019) Signal Attenuation Modelling in WLAN Positioning. In: XXXV Finnish URSI Convention on Radio Science, Tampere, Finland, 18 Oct 2019,

Basiri, A. , Haklay, M., Foody, G. and Mooney, P. (2019) Crowdsourced geospatial data quality: challenges and future directions. International Journal of Geographical Information Science, 33(8), pp. 1588-1593. (doi: 10.1080/13658816.2019.1593422)

2017

Basiri, A. , Lohan, E. S., Moore, T., Winstanley, A., Peltola, P., Hill, C., Amirian, P. and Figueiredo e Silva, P. (2017) Indoor location based services challenges, requirements and usability of current solutions. Computer Science Review, 24, pp. 1-12. (doi: 10.1016/j.cosrev.2017.03.002)

2016

Basiri, A. , Jackson, M., Amirian, P., Pourabdollah, A., Sester, M., Winstanley, A., Moore, T. and Zhang, L. (2016) Quality assessment of OpenStreetMap data using trajectory mining. Geo-Spatial Information Science, 19(1), pp. 56-68. (doi: 10.1080/10095020.2016.1151213)

This list was generated on Wed Apr 17 20:45:03 2024 BST.
Number of items: 23.

Articles

Shingleton, J. and Basiri, A. (2024) Enhancing toponym identification: Leveraging Topo-BERT and open-source data to differentiate between toponyms and extract spatial relationships. AGILE: GIScience Series, (Accepted for Publication)

Yan, J., He, G., Basiri, A. , Hancock, C. and Yeboah, S. K. (2024) The impact of postures and moving directions in fire evacuation in a low-visibility environment. Sensors, 24(5), 1378. (doi: 10.3390/s24051378)

Basiri, A. , Lines, T. and Pereira, M. F. (2023) Scalable 3D mapping of cities using computer vision and signals of opportunity. International Journal of Geographical Information Science, 37(7), pp. 1470-1495. (doi: 10.1080/13658816.2023.2191674)

Mitra, R. et al. (2023) Learning from data with structured missingness. Nature Machine Intelligence, 5, pp. 13-23. (doi: 10.1038/s42256-022-00596-z)

Basiri, A. and Brunsdon, C. (2022) Missing data as data. Patterns, 3(9), 100587. (doi: 10.1016/j.patter.2022.100587) (PMID:36124308) (PMCID:PMC9481944)

Lines, T. and Basiri, A. (2021) 3D map creation using crowdsourced GNSS data. Computers, Environment and Urban Systems, 89, 101671. (doi: 10.1016/j.compenvurbsys.2021.101671)

Basiri, A. (2021) Predictably unpredictable. Journal of Navigation, 74(4), pp. 723-725. (doi: 10.1017/S0373463321000497)

Shubina, V., Ometov, A., Basiri, A. and Lohan, E. S. (2021) Effectiveness modelling of digital contact-tracing solutions for tackling the COVID-19 pandemic. Journal of Navigation, 74(4), pp. 853-886. (doi: 10.1017/S0373463321000175)

Wang, Z., Liu, H., Zhu, Y., Zhang, Y., Basiri, A. , Büttner, B., Gao, X. and Cao, M. (2021) Identifying urban functional areas and their dynamic changes in Beijing: using multiyear transit smart card data. Journal of Urban Planning and Development, 147(2), 04021002. (doi: 10.1061/(ASCE)UP.1943-5444.0000662)

Mehri, S., Alesheikh, A. A. and Basiri, A. (2021) A contextual hybrid model for vessel movement prediction. IEEE Access, 9, pp. 45600-45613. (doi: 10.1109/ACCESS.2021.3066463)

Basiri, A. (2021) Inclusivity and diversity of navigation services. Journal of Navigation, 74(2), pp. 269-272. (doi: 10.1017/S0373463321000072)

Basiri, A. (2021) How fast can our horses go? Measuring the quality of positioning technologies. Journal of Navigation, 74(1), pp. 1-4. (doi: 10.1017/S0373463320000673)

Basiri, A. , Haklay, M., Foody, G. and Mooney, P. (2019) Crowdsourced geospatial data quality: challenges and future directions. International Journal of Geographical Information Science, 33(8), pp. 1588-1593. (doi: 10.1080/13658816.2019.1593422)

Basiri, A. , Lohan, E. S., Moore, T., Winstanley, A., Peltola, P., Hill, C., Amirian, P. and Figueiredo e Silva, P. (2017) Indoor location based services challenges, requirements and usability of current solutions. Computer Science Review, 24, pp. 1-12. (doi: 10.1016/j.cosrev.2017.03.002)

Basiri, A. , Jackson, M., Amirian, P., Pourabdollah, A., Sester, M., Winstanley, A., Moore, T. and Zhang, L. (2016) Quality assessment of OpenStreetMap data using trajectory mining. Geo-Spatial Information Science, 19(1), pp. 56-68. (doi: 10.1080/10095020.2016.1151213)

Conference or Workshop Item

Polat Kayali, M. and Basiri, A. (2022) A Participatory Approach to Develop Missing Geospatial Data Visualisation. European Cartographic Conference – EuroCarto 2022, Vienna, Austria, 19-21 Sep 2022. p. 77. (doi: 10.5194/ica-abs-5-77-2022)

Conference Proceedings

Polat Kayali, M. and Basiri, A. (2023) The Importance of Communication with Missing Data with Colours of Map for Decision-Making. In: 18th International Conference on Location Based Services (LBS 2023), Ghent, Belgium, 20-22 November 2023, (doi: 10.34726/5752)

Sutton, D., Solomon, G. , Yuan, X., Polat Kayali, M. , Gardner, Z. and Basiri, A. (2023) Assessing the Relationship Between Socio-Demographic Characteristics and OpenStreetMap Contributor Behaviours. In: 1st ACM SIGSPATIAL International Workshop on Geocomputational Analysis of Socio-Economic Data (GeoSocial 2023), Hamburg, Germany, 13-16 Nov 2023, pp. 5-11. ISBN 9798400703546 (doi: 10.1145/3615892.3628477)

Polat Kayali, M. and Basiri, A. (2022) Classification of Missing Geospatial Data from Structure and Mechanism Perspective. In: 30th Annual Geographical Information Science Research UK (GISRUK), Liverpool, UK, 05-08 Apr 2022, (doi: 10.5281/zenodo.6408097)

Shin, H. and Basiri, A. (2022) Geographic Biases in OSM Contributions: How do the Geographic Extent of Contributions Differ Among Demographic Groups? In: GISRUK 2022, Liverpool, UK, 05-08 Apr 2022, (doi: 10.5281/zenodo.6411601)

Shin, H. , Cagnina, C. and Basiri, A. (2022) The Impact of Built Environment on Bike Commuting: Utilising Strava Bike Data and Geographically Weighted Models. In: 25th AGILE Conference on Geographic Information Science “Artificial Intelligence in the service of Geospatial Technologies”, Vilnius, Lithuania, 14-17 June 2022, p. 15. (doi: 10.5194/agile-giss-3-15-2022)

Lines, T. and Basiri, A. (2019) Simulating and Modeling the Signal Attenuation of Wireless Local Area Network for Indoor Positioning. In: GeoSim '19: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, Chicago, IL, USA, 05 Nov 2019, pp. 9-15. ISBN 9781450369565 (doi: 10.1145/3356470.3365527)

Lines, T. and Basiri, A. (2019) Signal Attenuation Modelling in WLAN Positioning. In: XXXV Finnish URSI Convention on Radio Science, Tampere, Finland, 18 Oct 2019,

This list was generated on Wed Apr 17 20:45:03 2024 BST.

Grants

Active Projects:

UKRI Future Leaders Fellowship (£1,184,608) (PI)- Indicative Data Science: 3D Model of cities using GNSS degradation May 2019- April 2023 (4+3 years)

Royal Society Research Grant (PI)- Crowdsourced GNSS Data for Indoor Positioning (£5,760), March 2018 – 2020

UCL Grand Challenges (CoI) GBStressFree: Green-Blue Spaces for Stress-Free Travel (£9,500), Jan 2020 – July 2020 

EPSRC Transport and Ageing: An Examination into Digitally Enabled Flexible Public Transport Services and the Opportunities and Barriers for Older Citizens (supervisor) (2017-2023)

Past Projects:

Alzheimer's Society UK: (Co-I) Scaling the Peaks; Understanding the barriers and drivers to providing and using dementia-friendly community services in rural areas: the impact of location, cultures and community in the Peak District National Park on sustaining service innovations (£279,112), July 2015- June 2019, Ref; AS-SF-14-005 

UCL Seedcorn Small Grant Scheme: Mapping The Implications Of Ai In Educational Development Discourses: Public-Private Partnerships -Biases in AI for education in Global South-east Education (Co-I), UCL Institute of Education Jan 2019 – July 2019 (£3000)

UCL Grand Challenges Dynamics of Globalisation: The Future Of Residential Interrelationship In The UK: The Case Study Of The Israeli And The Iranian Communities (PI), Jan 2019 – July 2019 (£2,500)

Equality, Diversity, Inclusion Initiatives: Career Development for Academic with Caring Responsibilities, Dec 2017 – July 2018, UCL and Marie Curie Alumni, (£660)

EPSRC ICASE awarded studentship with OS: Improving Quality of OS Transport Data Using Spatio-temporal Patterns of Movements, Sept 2017- Sept 2021, (£89,765)

Spatio-Temporal Knowledge Discovery of Geospatial Big Data- Primary Application Domain: URBAN – urban science, transportation, logistics: (PI) Microsoft Azure Data Science Research, May 2016-May 2017 (USD $20,000)

The Use of Spatial uncertainty for the Purpose of Privacy Protection: (PI) Modelling Uncertain Word Research Priority Area (RPA) The University of Nottingham, May 2016- July 2017 (£6,300).

EPSRC Data Driven Discovery Research Priority Area project: The Challenges and Solutions to the Management and Analysis of Geospatial Big Data, Sept 2015- March 2016, (£2,700).

Cluster2020 project: Big Data Cluster research Project (Co-Investigator), The University of Nottingham Internal funding program, October 2014- March 2016, (£5,900).

UK Space Agency- Space for All: Community Award Scheme (Co-Investigator) Revealing the Martian Landscapes through Linked Physical and Virtual Models (£6,000).

Faculty for the Future Grants (Principle Investigator), Schlumberger Foundation, Trajectory mining to extract travel behaviour patterns, [November 2014], (Fellowship not taken up to be able to accept EU Marie Curie Fellowship), (US$ 40,000)

Advance Award–Women in Science Fellowship (Principle-Investigator), Science Foundation of Ireland (SFI) (Navigational Suggestion Inference Using Crowd-Sourced Tracking Data Analysis, [August 2013] (Fellowship not taken up to be able to accept EU Marie Curie Fellowship), €117,803.

 

Supervision

Current PhD students:

Paul Mullins (EPSRC studentship)- Primary Supervisor

Melda Salhab (UCL Overseas Research Scholarship)- Primary Supervisor

Dining Liu (self-funded)- Primary Supervisor

Jingjing Yan (2019)- Co-supervisor Ningbo Campus, The University of Nottingham - Viva passed with minor correction on 4th Dec 2019.

 

 

 

Professional activities & recognition

Research fellowships

  • 2019 - 2023: UKRI Future Leaders Fellowship
  • 2019: Royal Institute of Navigation
  • 2020 - 2022: ERC Starting Grant
  • 2013 - 2015: Marie Curie Fellowship

Grant committees & research advisory boards

  • 2019 - 2023: UKRI-EPSRC, Future Leaders Fellowship
  • 2018 - 2020: Royal Society, Research Grant
  • 2021 - 2021: EPSRC, ICT SAT

Editorial boards

  • 2019 - Now: Editor in Chief of Journal of Navigation
  • 2019 - Now: Associate Editor of IET Smart Cities

Supplementary

  • Professor Ana Basiri holds a chair position in Geospatial Data Science and is a UK Research and Innovation Future Leaders Fellow. Ana works on developing solutions that consider missingness, unavailability, and biases in data as a useful source of data to make inference about the underlying reasons that caused missingness or biases. This is particularly a challenge for 'new forms of data' such as social media, crowdsourced and self-reporting data. A good example of this includes extracting the 3D map of cities using the patterns of blockage, reflection, and attenuation of the GPS signals (or other similar signals), that are contributed by the volunteers/crowd. In the era of big data, open data, social media and crowdsourced data when “we are drowning in data”, gaps and unavailability, representativeness and bias issues associated with them may indicate some hidden problems or reasons allowing us to understand the data, society and cities better. Ana leads a team of an interdisciplinary team and collaborates with world-leading academic and industrial partners, including Ordnance Survey GB, Uber, Alan Turing Institute, and engage with the public, policymakers and government. Ana is the Editor in Chief of Journal of Navigation and Associate/Guest Editor of several high impact journals including IET Smart city and International Journal Geographical Information Science. She has received several awards and prizes, including Women Role Model in Science by Alexander Humboldt and European Commission Marie Curie Alumni. She joined the University of Glasgow on 1st June 2020, before this I was a lecturer at University College London (UCL) Center for Advanced Spatial Analysis (CASA), a European Research Council fellow at the University of Southampton, a Marie Curie Fellow at The University of Nottingham, and a Postdoctoral Research Fellow at Maynooth University, Ireland.

Additional information

Please contact me via ana.basiri@glasgow.ac.uk, or a.basiri@ucl.ac.uk, or abasiri@turing.ac.uk or a direct message on twitter for any collaboration, discussing ideas, postdoc, and studentship opportunities. I will never say no to a chat over a coffee!