Pinky Kumawat
Table of contents
Name
Pinky Kumawat PhD
wissenschaftliche Mitarbeiterin
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Organization Name
Chair of Transport Ecology
Chair of Transport Ecology
Focus of work
- Clean transportation, with big data analysis of remote sensing emission data
- Smart and sustainable mobility
- Machine learning
- Travel behaviour
Publications in peer-reviewed scientific journals
- Kumawat, P. (May 2022). Using attitudes and green consciousness as a determinant of travel behaviour and market segmentation. PhD thesis. Urban and Regional Development, Politecnico di Torino, Italy.
- Pronello, C., Dos Santos Fornaria, M. H., & Kumawat, P., (2023). COVID-19 and low-cost bus companies in Europe: before and during pandemic crisis strategies and customer perceptions. Transportation Research Procedia, Vol. 72, (pp. 1074-1081).
- Kumawat, P., & Pronello, C. (2021). Validating Italian General Ecological Behaviour Questionnaire of Travellers Using Dichotomous Rasch Model. Sustainability, 13(21), 1-25.
- Kumawat P. (2018). User Satisfaction Prediction in ERP Using KNN Classifier for High Prediction Accuracy. International Journal on Emerging Trends in Technology, 5(2), 1-5.
- Kumawat P. (2018). High Prediction Accuracy and Low Error for ERP User Satisfaction by Hybrid of ANFIS and KNN Classification. International Journal on Emerging Trends in Technology, 5(2), 11005-11009.
- Kumawat P., & Kumawat N. K. (2017). Investigating End User Satisfaction in ERP Systems: An Analytical Approach. International Journal on Emerging Trends in Technology, 4(3), 9020-9024.
- Kumawat P., & Kalani G. (2015). A Review on Prediction of ERP Outcome Measurement and User Satisfaction by Use of AI (Fuzzy Logic and Neural Networks). International Journal of Engineering Research and General Science, 3(4), 59-64.
Publications in peer-reviewed conference proceedings
- Kumawat, P. (2023, May 15-17). Identifying Psychological Factors Impacting Mode Choice Using Structural Equation Modelling. 11th Young Researchers Seminar 2023, Lisbon, Portugal.
- Pronello, C., Dos Santos Fornaria, M. H., & Kumawat, P. (2022, November 14-17). COVID-19 and Low-Cost Bus Companies in Europe: Before and During Pandemic Crisis Strategies and Customer Perception. 9th Transport Research Arena, Lisbon, Portugal.
- Kumawat, P., & Pronello, C. (2022, January 9-13). Validating Italian General Ecological Behaviour Questionnaire of Travellers Using Dichotomous Rasch Model. Transportation Research Board 101st Annual Meeting, Washington DC, USA.
- Pronello, C., & Kumawat, P. (2021). Smartphone Applications Developed to Collect Mobility Data: A Review and SWOT Analysis. In K. Arai, S. Kapoor, R. Bhatia (Eds), Advances in Intelligent Systems and Computing: Vol. 1251. Intelligent Systems and Applications (pp. 449-467). Springer.
- Kumawat P., Kalani G., & Kumawat, N. K. (2016). Prediction of ERP Outcome Measurement and User Satisfaction Using Adaptive Neuro-Fuzzy Inference System and SVM Classifiers Approach. In S. Satapathy, Y. Bhatt, A. Joshi, & D. Mishra (Eds), Advances in Intelligent Systems and Computing: Vol. 438. International Congress on Information and Communication Technology (pp. 229-237). Springer.
Invited presentations
- Kumawat P. (2023). Using attitudes and green consciousness as a determinant of travel behaviour and market segmentation. Abertis Chair Award Ceremony, University of Padua, Padua, Italy, 19.10.2023.
- Kumawat P. (2021). Use of digitisation for “smart” travel data collection. Web International Conference, Sustainable Transport & Sustainable Cities, University of Technology of Compiègne (UTC), France, 18.02.2021.
- Kumawat P. (2021). Use of digitisation for “smart” travel data collection. Series of Webinars (SmartTalk sessions), Interdepartmental Center SmartData@Polito, Politecnico di Torino, Italy, 15.02.2021.
- Kumawat P. (2018). Data and information extraction from multiple data sources for transport innovation and sustainability (Mobility as a Service). Poster presentation, 3rd SmartData@Polito Workshop: Status and Future Directions, Politecnico di Torino, Italy, 24.09.2018.
Prizes and awards
- Winner of the “prestigious Abertis Chair Award for Sustainable Mobility” for research on Sustainable Mobility for the best PhD thesis (Year 2022) in Italy.