Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane; Achraf Bouaoune; Reda Tighilt; Moloud Abdar; Alix Boc; Etienne Lord; Nadia Tahiri; Bogdan Mazoure; U. Rajendra Acharya; Vladimir Makarenkov

doi:10.1371/journal.pone.0278364

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Open Access

Peer-reviewed

Research Article

Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane ,

Contributed equally to this work with: Nail Chabane, Achraf Bouaoune

Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Computer Science, Université du Québec à Montréal, Montreal, QC, Canada
⨯
Achraf Bouaoune ,

Contributed equally to this work with: Nail Chabane, Achraf Bouaoune

Roles Conceptualization, Data curation, Methodology, Software, Writing – original draft, Writing – review & editing

Affiliation Department of Computer Science, Université du Québec à Montréal, Montreal, QC, Canada
⨯
Reda Tighilt,

Roles Conceptualization, Methodology, Software

Affiliation Department of Computer Science, Université du Québec à Montréal, Montreal, QC, Canada
⨯
Moloud Abdar,

Roles Conceptualization, Methodology, Writing – original draft

Affiliation Institute for Intelligent Systems Research and Innovation, Deakin University, Geelong, Victoria, Australia
⨯
Alix Boc,

Roles Conceptualization, Data curation, Methodology, Supervision

Affiliation Department of Computer Science, Université du Québec à Montréal, Montreal, QC, Canada
⨯
Etienne Lord,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Supervision

Affiliation Department of Computer Science, Université du Québec à Montréal, Montreal, QC, Canada

https://orcid.org/0000-0002-3834-6096

⨯
Nadia Tahiri,

Roles Conceptualization, Data curation, Methodology

Affiliation University of Sherbrooke, Sherbrooke, QC, Canada
⨯
Bogdan Mazoure,

Roles Conceptualization, Methodology, Validation, Writing – original draft, Writing – review & editing

Affiliations School of Computer Science, McGill University, Montreal, QC, Canada, Quebec AI Institute (MILA), Montreal, QC, Canada
⨯
U. Rajendra Acharya,

Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliations Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, Singapore, Department of Biomedical Engineering, School of Science and Technology, SUSS University, Singapore, Singapore, Department of Biomedical Informatics and Medical Engineering, Asia University, Taichung, Taiwan
⨯
Vladimir Makarenkov

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Supervision, Writing – original draft, Writing – review & editing

* E-mail: makarenkov.vladimir@uqam.ca

Affiliation Department of Computer Science, Université du Québec à Montréal, Montreal, QC, Canada

https://orcid.org/0000-0003-3753-5925

⨯

Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane,
Achraf Bouaoune,
Reda Tighilt,
Moloud Abdar,
Alix Boc,
Etienne Lord,
Nadia Tahiri,
Bogdan Mazoure,
U. Rajendra Acharya,
Vladimir Makarenkov

Published: December 1, 2022
https://doi.org/10.1371/journal.pone.0278364

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