Dr Hassana Abdullahi
Darlithydd mewn Rheoli Cadwyn Gyflenwi a Gweithrediadau
Ysgol Reoli Caerdydd
Trosolwg
Rwy’n Ddarlithydd mewn Gweithrediadau a Rheoli’r Gadwyn Gyflenwi yn Ysgol Reoli Caerdydd. Fy mhrif ddiddordebau ymchwil yw datblygu modelau optimeiddio arloesol a dulliau datrysiad i ddatrys ystod eang o broblemau optimeiddio, amserlennu, cadwyn gyflenwi, logisteg a systemau argymell cymhleth yn y byd go iawn. Mae gen i dros naw mlynedd o ymchwil a phrofiad gweithredol yn y meysydd hyn sydd wedi arwain at gyhoeddiadau academaidd mewn cyfnodolion o safon uchel a thrafodion cynadleddau dyfarnu.
Derbyniais fy PhD mewn Ymchwil Gweithredol o Brifysgol Portsmouth, lle bûm yn gweithio fel Cymrawd Ymchwil Ôl-ddoethurol ar ddau brosiect; (1) y prosiect Symudedd-fel-Gwasanaeth (MaaS) Parth Trafnidiaeth Solent Future (FTZ) a ariennir gan yr Adran Drafnidiaeth; a (2) prosiect Cysyniadau Golau Clyfar 2-for Interreg (SLIC).
Cyhoeddiadau Ymchwil
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 Medi 2024, Yn: Decision Support Systems. 187, 114339.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Implicit Feedback Awareness for Session Based Recommendation in E-Commerce
Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 8 Ebr 2023, Yn: SN Computer Science. 4, 3, 320.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
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 Ebr 2022, Yn: Journal of Business Research. 147, t. 420-434 15 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Improved Session-based Recommender System by Context Awareness in e-Commerce Domain
Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 2 Tach 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. (gol.). Science and Technology Publications, Lda, t. 37-47 11 t. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; Cyfrol 1).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
Bright ideas made easy
Ouelhadj, D., Abdullahi, H. & Esmeli, R., Hyd 2021, Highways, 90, 8, t. 40-42 3 t.Allbwn ymchwil: Cyfraniad at gyhoeddiad arbenigol › Erthygl
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 Chwef 2021, Yn: European Journal of Operational Research. 292, 1, t. 143-154 12 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Towards early purchase intention prediction in online session based retailing systems
Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 19 Rhag 2020, Yn: Electronic Markets. 31, 3, t. 697-715 19 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Improving Session-Based Recommendation Adopting Linear Regression-Based Re-ranking
Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 28 Medi 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).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
Using Word2Vec Recommendation for Improved Purchase Prediction
Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 28 Medi 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).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
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. (gol.). SciTePress, t. 179-186 8 t. (IC3K 2020 - Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; Cyfrol 1).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid