Towards Knowledge-aware and Deep Reinforced Cross-Domain Recommendation over Collaborative Knowledge Graph

Y Li, L Hou, J Li - IEEE Transactions on Knowledge and Data …, 2024 - ieeexplore.ieee.org
Cross-domain recommendations (CDRs), which can leverage the relatively abundant
information from a richer domain to improve the recommendation performance in a sparser …

Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation

G Zhao, X Zhang, H Tang, J Shen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cross-Domain Recommendation (CDR) aims to alleviate the cold-start problem by
transferring knowledge from a data-rich domain (source domain) to a data-sparse domain …

Leveraging Multi-AI Agents for Cross-Domain Knowledge Discovery

S Aryal, T Do, B Heyojoo, S Chataut… - ar** improved recommender systems. Cross-domain recommender systems (CDRS) …

Single&Cross: A Graph-Enhanced Framework for Cross-Domain Recommendation with Transfer Learning

Z Zhang, Y Chang - Available at SSRN 4783049 - papers.ssrn.com
Cross-domain recommendation by transferring knowledge from related auxiliary domain to
help increase performance recommended target domain will contributes to relieve the …