A Hybrid Probabilistic Multiobjective Evolutionary Algorithm for Commercial Recommendation Systems

As big-data-driven complex systems, commercial recommendation systems (RSs) have been widely used in such companies as Amazon and Ebay. Their core aim is to maximize total profit, which relies on recommendation accuracy and profits from recommended items. It is also important for them to treat new i...

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Bibliographic Details
Published in:	IEEE transactions on computational social systems Vol. 8; no. 3; pp. 589 - 598
Main Authors:	Wei, Guoshuai, Wu, Quanwang, Zhou, Mengchu
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.06.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Accuracy Cold start Complex systems Evolutionary algorithms Evolutionary computation Genetic algorithms Genetics Linear programming Measurement multiobjective evolutionary algorithm (MOEA) Optimization Pareto optimization Probabilistic logic profit recommendation system (RS) Recommender systems
ISSN:	2329-924X, 2373-7476
Online Access:	Get full text
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