Dr Hassana Abdullahi
Lecturer in Supply Chain and Operations Management
Cardiff School of Management
Overview
I am a Lecturer in Operations and Supply Chain Management at the Cardiff School of Management. My main research interests are in the development of innovative optimisation models and solution methods to solve a wide range of complex real-world optimisation, scheduling, supply chain, logistics and recommender systems problems. I have over nine years of active research and experience in these areas which has led to academic publications in high-ranking journals and refereed conference proceedings.
I received my PhD in Operational Research from the University of Portsmouth, where I worked as the Postdoctoral Research Fellow on two projects; (1) the DfT funded Solent Future Transport Zone (FTZ) Mobility-as-a-Service (MaaS) project; and (2) the Interreg 2-seas Smart Light Concepts (SLIC) project.
Research Publications
Session context data integration to address the cold start problem in e-commerce recommender systems
Esmeli, R., Abdullahi, H., Bader-El-Den, M. & Can, A. S., 23 Sept 2024, In: Decision Support Systems. 187, 114339.Research output: Contribution to journal › Article › peer-review
Implicit Feedback Awareness for Session Based Recommendation in E-Commerce
Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 8 Apr 2023, In: SN Computer Science. 4, 3, 320.Research output: Contribution to journal › Article › peer-review
An analyses of the effect of using contextual and loyalty features on early purchase prediction of shoppers in e-commerce domain
Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 25 Apr 2022, In: Journal of Business Research. 147, p. 420-434 15 p.Research output: Contribution to journal › Article › peer-review
Improved Session-based Recommender System by Context Awareness in e-Commerce Domain
Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 2 Nov 2021, 13th International Conference on Knowledge Discovery and Information Retrieval, KDIR 2021 as part of IC3K 2021 - Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Cucchiara, R., Fred, A. & Filipe, J. (eds.). Science and Technology Publications, Lda, p. 37-47 11 p. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Bright ideas made easy
Ouelhadj, D., Abdullahi, H. & Esmeli, R., Oct 2021, Highways, 90, 8, p. 40-42 3 p.Research output: Contribution to specialist publication › Article
Modelling and multi-criteria analysis of the sustainability dimensions for the green vehicle routing problem
Abdullahi, H., Reyes-Rubiano, L., Ouelhadj, D., Faulin, J. & Juan, A. A., 18 Feb 2021, In: European Journal of Operational Research. 292, 1, p. 143-154 12 p.Research output: Contribution to journal › Article › peer-review
Towards early purchase intention prediction in online session based retailing systems
Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 19 Dec 2020, In: Electronic Markets. 31, 3, p. 697-715 19 p.Research output: Contribution to journal › Article › peer-review
Improving Session-Based Recommendation Adopting Linear Regression-Based Re-ranking
Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 28 Sept 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9207680. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Using Word2Vec Recommendation for Improved Purchase Prediction
Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 28 Sept 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9206871. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Session similarity based approach for alleviating cold-start session problem in e-commerce for top-n recommendations
Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 2020, KDIR. Fred, A. & Filipe, J. (eds.). SciTePress, p. 179-186 8 p. (IC3K 2020 - Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review