Tag

Intent Prediction

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Model Perspective
Model Perspective
Mar 30, 2025 · Artificial Intelligence

Can Robots Grasp Human Intentions? Theory of Mind Meets Bayesian Prediction

This article explores how understanding others' mental states—from basic intentions to recursive mindreading—can be modeled with Bayesian inference and applied to robots for predicting human behavior in scenarios like pedestrian crossing, shopping assistance, and multi‑agent games.

Bayesian inferenceIntent PredictionRobotics
0 likes · 11 min read
Can Robots Grasp Human Intentions? Theory of Mind Meets Bayesian Prediction
DataFunTalk
DataFunTalk
Apr 1, 2023 · Artificial Intelligence

Real-Time User Understanding Service (RTUS) for Travel: Architecture, Algorithms, and Experimental Evaluation

This article presents the design and implementation of the Real‑Time User Understanding Service (RTUS) for the Fliggy travel platform, detailing its architecture, multi‑chain data fusion, model and data reuse techniques, and several AI‑driven algorithms for cold‑start interest representation, intent prediction, and destination forecasting, together with extensive offline and online experimental results.

Cold StartIntent PredictionTravel Industry
0 likes · 21 min read
Real-Time User Understanding Service (RTUS) for Travel: Architecture, Algorithms, and Experimental Evaluation
Ctrip Technology
Ctrip Technology
Oct 19, 2017 · Artificial Intelligence

Future Intent Prediction for Chatbots: Architecture, Techniques, and Evaluation

This article presents a comprehensive overview of JD.com’s JIMI chatbot system and introduces a data‑driven future‑intent prediction framework that leverages NLP, deep learning, and clustering to anticipate user questions both before and during a conversation, improving efficiency and user experience.

ChatbotDeep LearningIntent Prediction
0 likes · 9 min read
Future Intent Prediction for Chatbots: Architecture, Techniques, and Evaluation