Tingwei Liu

Papers

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About

Tingwei Liu is a researcher at the intersection of artificial intelligence and business negotiation, with a focus on applying machine learning to enhance decision-making in commercial interactions. Their most-cited work, "Negotiation Assistant Bot of Pricing Prediction Based on Machine Learning" (2020, 14 citations), pioneers the use of AI to model and predict pricing outcomes in bargaining scenarios—a domain where computational tools remain underexplored. By developing a negotiation assistant bot, Liu demonstrates how machine learning can analyze historical data and behavioral patterns to provide real-time pricing predictions, effectively bridging the gap between AI capabilities and practical business needs. This contribution not only advances the field of AI-driven negotiation but also opens new avenues for automating and optimizing price-based transactions. Liu’s work is particularly notable for its applied focus, offering tangible tools for industries ranging from e-commerce to procurement. With growing interest in AI for business applications, Liu’s research stands out as an early and impactful step toward integrating intelligent systems into the nuanced art of bargaining, making their work essential reading for researchers and practitioners alike.