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🔗 Source: ceur-ws.org
📊 Size: 985 KB
📄 Pages: 5 pages
⬇️ Downloads: 223

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Researchers propose a theoretical model for conversational recommendation systems, which are becoming increasingly popular due to the rise of voice-interactive tools. These systems guide users through multiple interactions, asking questions and filtering catalogs to suggest personalized items. The model focuses on the efficiency of conversational strategies, aiming to minimize the number of interactions required. The study finds that finding an efficient conversational strategy is NP-hard but in PSPACE, and that catalog characteristics influence the complexity of the problem. Empirical analysis on MovieLens-1M datasets supports these theoretical considerations, highlighting the importance of catalog characteristics in determining conversation strategy efficiency.

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Researchers propose a theoretical model for conversational recommendation systems, which are becoming increasingly popular due to the rise of voice-interactive...

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  • File Format: PDF
  • File Size: 985 KB
  • Pages: 5
  • Language: EN
  • Total Downloads: 223
  • Last Updated: 4 hours ago

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