![Andrei Hodorog](https://profiles-cardiff.imgix.net/attachments/5387?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Overview
I am a Research Assistant in School of Engineering and a member of the BRE Trust Centre for Sustainable Engineering Centre.
My research interests are at the crossroads of social media analysis, user experience design and engineering. I focus on developing state-of-the-art user interfaces and user-centric, intelligent computer ecosystems for the built environment and infrastructure of smart buildings. I am particularly interested in social media analysis for BIM (Building Information Modelling).
Research Projects actively involved in:
SPORTE.3Q: https://www.sporte3q.com
CUSP (Computational Urban Sustainability Platform): https://www.cuspplatform.com
BIMEET / INSTRUCT: https://www.energy-bim.com
Assisting the delivery of the following modules:
- Integrated Building Design
- Research Methods
Research activities:
Organising Committee and session chair of the 2020 and 2021 edition of the ICE IEEE Conference, Cardiff, UK
Organising Committee and session chair of 19th IFIP / SOCOLNET Working Conference on Virtual Enterprises, PRO-VE 2018, 17-19 September 2018 – Cardiff, UK
Publication
2024
- Celik, Y., Barbero, I., Hodorog, A., Petri, I. and Rezgui, Y. 2024. Blockchain for energy efficiency training in the construction industry. Education and Information Technologies 29(1), pp. 323-349. (10.1007/s10639-023-12261-y)
2023
- Hodorog, A. 2023. The role of semantics in enhancing user experience in building and city web applications. PhD Thesis, Cardiff University.
2022
- Hodorog, A., Petri, I. and Rezgui, Y. 2022. Machine learning and Natural Language Processing of social media data for event detection in smart cities. Sustainable Cities and Society 85, article number: 104026. (10.1016/j.scs.2022.104026)
- Elnour, M. et al. 2022. Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities. Applied Energy 318, pp. 119-153. (10.1016/j.apenergy.2022.119153)
2021
- Shad, M. H., Rezgui, Y., Hodorog, A. and Petri, I. 2021. Digitalising risk of fire resilience for UK buildings. Presented at: 2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Cardiff, Wales, 21-23 June 20212021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE, (10.1109/ICE/ITMC52061.2021.9570247)
- Fadli, F. et al. 2021. Building energy management systems for sports facilities in the Gulf region: a focus on impacts and considerations. Presented at: 38th CIB W78 conference on Information and Communication Technologies, Luxembourg, 11-15 October 2021Proceedings of the Conference CIB W78 2021. Luxembourg: CIB pp. 723-733.
- Elnour, M. et al. 2021. Neural network-based predictive control system for energy optimization in sports facilities: a case study. Presented at: 38th CIB W78 conference on Information and Communication Technologies, Luxembourg, 11-15 October 2021Proc. of the Joint Conference CIB W78 - LDAC 2021. Luxembourg: CIB pp. 734-743.
2020
- Hodorog, A., Petri, I., Rezgui, Y. and Hippolyte, J. 2020. Building information modelling knowledge harvesting for energy efficiency in the Construction industry. Clean Technologies and Environmental Policy 23, pp. 1215-1231. (10.1007/s10098-020-02000-z)
2019
- Hodorog, A., Alhamami, A. H. S., Petri, I., Rezgui, Y., Kubicki, S. and Guerriro, A. 2019. Social media mining for BIM skills and roles for energy efficiency. Presented at: 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Valbonne Sophia-Antipolis, France, 17-19 June 2019Conference Proceedings ICE/IEEE ITMC 2019: Co-creating our Future: Scaling-up Innovation Capacities through the Design and Engineering of Immersive, Collaborative, Empathic and Cognitive Systems. IEEE pp. 1-10., (10.1109/ICE.2019.8792571)
2017
- Burnap, P., Colombo, G., Amery, R., Hodorog, A. and Scourfield, J. 2017. Multi-class machine classification of suicide-related communication on Twitter. Online Social Networks and Media 2, pp. 32-44. (10.1016/j.osnem.2017.08.001)
2015
- Colombo, G. B., Burnap, P., Hodorog, A. and Scourfield, J. B. 2015. Analysing the connectivity and communication of suicidal users on Twitter. Computer Communications 73(B), pp. 291-300. (10.1016/j.comcom.2015.07.018)
Articles
- Celik, Y., Barbero, I., Hodorog, A., Petri, I. and Rezgui, Y. 2024. Blockchain for energy efficiency training in the construction industry. Education and Information Technologies 29(1), pp. 323-349. (10.1007/s10639-023-12261-y)
- Hodorog, A., Petri, I. and Rezgui, Y. 2022. Machine learning and Natural Language Processing of social media data for event detection in smart cities. Sustainable Cities and Society 85, article number: 104026. (10.1016/j.scs.2022.104026)
- Elnour, M. et al. 2022. Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities. Applied Energy 318, pp. 119-153. (10.1016/j.apenergy.2022.119153)
- Hodorog, A., Petri, I., Rezgui, Y. and Hippolyte, J. 2020. Building information modelling knowledge harvesting for energy efficiency in the Construction industry. Clean Technologies and Environmental Policy 23, pp. 1215-1231. (10.1007/s10098-020-02000-z)
- Burnap, P., Colombo, G., Amery, R., Hodorog, A. and Scourfield, J. 2017. Multi-class machine classification of suicide-related communication on Twitter. Online Social Networks and Media 2, pp. 32-44. (10.1016/j.osnem.2017.08.001)
- Colombo, G. B., Burnap, P., Hodorog, A. and Scourfield, J. B. 2015. Analysing the connectivity and communication of suicidal users on Twitter. Computer Communications 73(B), pp. 291-300. (10.1016/j.comcom.2015.07.018)
Conferences
- Shad, M. H., Rezgui, Y., Hodorog, A. and Petri, I. 2021. Digitalising risk of fire resilience for UK buildings. Presented at: 2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Cardiff, Wales, 21-23 June 20212021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE, (10.1109/ICE/ITMC52061.2021.9570247)
- Fadli, F. et al. 2021. Building energy management systems for sports facilities in the Gulf region: a focus on impacts and considerations. Presented at: 38th CIB W78 conference on Information and Communication Technologies, Luxembourg, 11-15 October 2021Proceedings of the Conference CIB W78 2021. Luxembourg: CIB pp. 723-733.
- Elnour, M. et al. 2021. Neural network-based predictive control system for energy optimization in sports facilities: a case study. Presented at: 38th CIB W78 conference on Information and Communication Technologies, Luxembourg, 11-15 October 2021Proc. of the Joint Conference CIB W78 - LDAC 2021. Luxembourg: CIB pp. 734-743.
- Hodorog, A., Alhamami, A. H. S., Petri, I., Rezgui, Y., Kubicki, S. and Guerriro, A. 2019. Social media mining for BIM skills and roles for energy efficiency. Presented at: 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Valbonne Sophia-Antipolis, France, 17-19 June 2019Conference Proceedings ICE/IEEE ITMC 2019: Co-creating our Future: Scaling-up Innovation Capacities through the Design and Engineering of Immersive, Collaborative, Empathic and Cognitive Systems. IEEE pp. 1-10., (10.1109/ICE.2019.8792571)
Thesis
- Hodorog, A. 2023. The role of semantics in enhancing user experience in building and city web applications. PhD Thesis, Cardiff University.
Research
I am a Research Assistant in School of Engineering and a member of the BRE Trust Centre for Sustainable Engineering Centre.
My research interests are at the crossroads of social media analysis, user experience design and engineering. I focus on developing state-of-the-art user interfaces and user-centric, intelligent computer ecosystems for the built environment and infrastructure of smart buildings. I am particularly interested in social media analysis for BIM (Building Information Modelling).
Research Projects actively involved in:
SPORTE.3Q: https://www.sporte3q.com
CUSP (Computational Urban Sustainability Platform): https://www.cuspplatform.com
BIMEET / INSTRUCT: https://www.energy-bim.com
Assisting the delivery of the following modules:
- Integrated Building Design
- Research Methods
Research activities:
Organising Committee and session chair of the 2020 and 2021 edition of the ICE IEEE Conference, Cardiff, UK
Organising Committee and session chair of 19th IFIP / SOCOLNET Working Conference on Virtual Enterprises, PRO-VE 2018, 17-19 September 2018 – Cardiff, UK
Teaching
Assisting the delivery of the following modules:
- Integrated Building Design
- Research Methods
Biography
Honours and awards
Douglas Award - 2019 for the "Social media mining for BIM skills and roles for energy efficiency" conference paper
Committees and reviewing
Organising Committee and session chair of the 2020 and 2021 edition of the ICE IEEE Conference, Cardiff, UK
Organising Committee and session chair of 19th IFIP / SOCOLNET Working Conference on Virtual Enterprises, PRO-VE 2018, 17-19 September 2018 – Cardiff, UK
Research themes
Specialisms
- BIM
- Collaborative and social computing
- Renewable energy
- Machine learning
- Natural language processing