Agents -- Ecologically Rational Agency -- Involving the Human User in the Control Architecture of an Autonomous Agent -- Knowledge Acquisition -- Exer-Learning Games: Transferring Hopscotch from the Schoolyard to the Classroom -- Social Relationships as a Means for Identifying an Individual in Large Information Spaces -- Data Mining and Machine Learning -- J-PMCRI: A Methodology for Inducing Pre-pruned Modular Classification Rules -- Enhancement of Infrequent Purchased Product Recommendation Using Data Mining Techniques -- A Machine Learning Approach to Predicting Winning Patterns in Track Cycling Omnium -- Neural Nets and Fuzzy Logic -- Learning Motor Control by Dancing YMCA -- Analysis and Comparison of Probability Transformations for Fusing Sensors with Uncertain Detection Performance -- Case-Based Reasoning/Planning and Scheduling -- A Case-Based Approach to Business Process Monitoring -- A Survey on the Dynamic Scheduling Problem in Astronomical Observations -- Intelligent Systems Engineering -- Combining Determinism and Intuition through Univariate Decision Strategies for Target Detection from Multi-sensors -- A UML Profile Oriented to the Requirements Modeling in Intelligent Tutoring Systems Projects -- Learning by Collaboration in Intelligent Autonomous Systems -- AI Techniques -- Context-Based Probabilistic Scene Interpretation -- Full Text Search Engine as Scalable k-Nearest Neighbor Recommendation System -- Developing Intelligent Environments with OSGi and JADE -- AI Applications -- Bee Hive at Work: Following a Developing Story on the Web -- Computer-Aided Estimation for the Risk of Development of Gastric Cancer by Image Processing -- Intelligent Hybrid Architecture for Tourism Services -- Knowledge-Based Geo-risk Assessment for an Intelligent Measurement System -- Short Papers -- Workflows Recognition through Multi Agents in Surveillance Systems -- Speaker Verification System Using a Hierarchical Adaptive Network-Based Fuzzy Inference Systems (HANFIS) -- Case-Based Decision Support in Time Dependent Medical Domains -- Solving the Capacitated Vehicle Routing Problem and the Split Delivery Using GRASP Metaheuristic.

This book constitutes the refereed proceedings of the Third IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2010, held as a part of the 21th World Computer Congress, WCC 2010, in Brisbane, Australia, in September 2010. The 27 revised full papers presented were carefully reviewed and selected from 102 submissions. The papers are organized in topical sections on agents, knowledge acquisition, data mining and machine learning, neural nets and fuzzy logic, case-based reasoning/planning and scheduling, intelligent systems engineering, AI techniques, and AI applications.