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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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Antiopi Panteli

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Open access Sep 2026

Group-Aware Fair and Diverse Recommendation via Dual-View Preference Modeling and Rank-Sensitive Re-Ranking: Evidence from Real Travel Groups

Group recommender systems must reconcile collective relevance with divergent member preferences. This study introduces Group-Aware Fair and Diverse Decisions (GA-FDD), a transparent decision-layer framework integrating member-derived and direct-group-history relevance signals with rank-sensitive member utility, model-p...

Antiopi Panteli · 0 citations

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