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Machine learning algorithms for teaching AI chat bots

Evgeny Tebenkov, Igor Prokhorov

2021Procedia Computer Science36 citationsDOIOpen Access PDF

Abstract

Machine learning is a method of data analysis, which allows the analytical system to learn in the course of solving many similar problems. Machine learning is based on the idea that analytical systems can learn how to identify patterns and make decisions with minimal human involvement. The history of already completed dialogues between users is used to train chat bots for automated communication with interlocutors. There are many machine learning algorithms, and this article describes the most popular of them and their use for teaching chat bots.

Topics & Concepts

Computer scienceArtificial intelligenceMachine learningAlgorithmSpeech and dialogue systemsContext-Aware Activity Recognition SystemsAI in Service Interactions