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In this video lecture, Professor José Avelino Placca will discuss the use of rules as a representation of knowledge and their relationship with Knowledge-Based Systems. Next, the types of chaining used in rule-based systems will be discussed: forward chaining and backward chaining. Conflict resolution strategies will also be discussed. Next, the concept of Expert Systems (ES), their architecture and the people involved in building an ES will be presented. Finally, the RETE algorithm, the CLIPS platform and the Expert SINTA application will be presented as ES tools. univesp.br Machine Learning Univesp (Virtual University of the State of São Paulo) Professor: José Avelino Placca