This chapter present a multi-adaptive network model integrating multiple adaptation mechanisms, specifically focusing on five types of adaptation. Two of them address first-order adaptation by learning of responding on others and first-order adaptation by bonding with others based on homophily. Three other adaptation mechanisms addressed are second-order adaptation of the speed of both Hebbian learning and bonding by homophily, and second-order adaptation of the homophily tipping point. The latter enables to control the bonding based on the contextual relational situation of the persons. The chapter provides a comprehensive explanation of these concepts and their role in controlled learning within the diverse context scenarios of the chapter.

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Human Learning, Attunement and Social Bonding Based on Adaptive Homophily: A Multi-Adaptive Network Model

  • Yelyzaveta Mukeriia,
  • Jan Treur,
  • Sophie Hendrikse

摘要

This chapter present a multi-adaptive network model integrating multiple adaptation mechanisms, specifically focusing on five types of adaptation. Two of them address first-order adaptation by learning of responding on others and first-order adaptation by bonding with others based on homophily. Three other adaptation mechanisms addressed are second-order adaptation of the speed of both Hebbian learning and bonding by homophily, and second-order adaptation of the homophily tipping point. The latter enables to control the bonding based on the contextual relational situation of the persons. The chapter provides a comprehensive explanation of these concepts and their role in controlled learning within the diverse context scenarios of the chapter.