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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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N. E. G. Mmaduakonam

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Review Open access Jul 2026

Hybrid Artificial Intelligence Approaches for Cold-Start Mitigation in Personalized News Recommendation: A Survey

The findings indicate that Hybrid AI has become the dominant research direction because it improves recommendation accuracy, semantic understanding, personalization, and robustness under sparse interaction conditions.

N. E. G. Mmaduakonam, S. O. Nwaoha, C. C. Agubosim · 0 citations

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