Futuristic Advancements in AI for Knowledge Management Systems and Multi Model Based Agent

Abstract

In recent years, especially between the years of 2012 and 2022, the use of Artificial Intelligence (AI) in the education industry has grown significantly. Some of the key areas are Task Automation, Personalized Learning, Smart Content Creation, Teaching The Teacher, Knowledge Repository, Portals, and Maps.  AI has already been applied to many educational systems that help develop skills and facilitate easier exchange of knowledge. The Internet Of Things (IoT) based smart schools and collaborative e-learning platforms would be the next big thing, which can take the education sector to the next level, parallel to medical, automobile and other industries. AI can provide many benefits, such as efficiency, and personalization, as well as streamline both automation and admin tasks to allow easier and faster accessibility for knowledge seekers. AI Based Smart Knowledge Management System (KMS) and portal would provide better searching and mapping capabilities, to find the relevant assets for researchers/students, who would like to learn and leverage their knowledge in any domain. Some of the new AI based technologies include MLOps, AutoML, ExplainableAI and Transfer Learning. This research work introduces and explains related literature on these topics to help enable effective, scalable and automatic Knowledge repositories, Systems and K-Map populations.