Optimized item selection to boost exploration for recommender systems

DOI10.1007/978-3-030-78230-6_27OpenAlexW3167309474MaRDI QIDQ2117247

Xin Wang, Bernard Kleynhans, Serdar Kadioglu

Publication date: 21 March 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-78230-6_27

zbMATH Keywords

set coveringrecommender systemsitem selectionexploration-exploitation

Mathematics Subject Classification ID

Combinatorial optimization (90C27) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Related Items (1)

Model-based approaches to multi-attribute diverse matching

Uses Software

• Python
• word2vec
• t-SNE
• GitHub
• GloVe
• MovieLens
• BERT
• UMAP
• DeepFM
• MABWiser

Cites Work

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• Integrated methods for optimization.
• An algorithm for set covering problem
• Book review of: T. P. Ryan, Modern experimental design
• Recommender Systems Handbook

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