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Paper Title

Building Intelligent Adaptive User Interfaces (IAUI) With Artificial Intelligence & LLM Models

Keywords

  • Intelligent Adaptive User Interfaces (IAUI)
  • Artificial Intelligence (AI)
  • Large Language Models (LLM)
  • Empathy
  • Accessibility
  • Adaptability
  • User Experience (UX)
  • Retrieval-Augmented Generation (RAG)
  • unsupervisedlearning

Journal

Journal:International Research Journal of Engineering and Technology (IRJET)

Research Impact Tools

Issue

Volume : 12 | Issue : 05 | Page No : 969 - 977

Published On

May, 2025

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Abstract

As the number of users leveraging online platforms over the internet is growing rapidly has created unmeasurable competition over the digital landscape demanding a need for a more personalized, intelligent and adaptive UI framework that can adjust itself based on the various factors such as user needs, environment, level of user understanding, historical usage patterns, age groups etc. to better serve the end user & provide more value for the time they are spending. All these needs demanded a revolutionary approach for building intelligent User interfaces known as Intelligent Adaptive User Interfaces (IAUI) powered by Artificial Intelligence, LLM Models & Empathy. This article will delve into the concept of IAUI, a novel framework for adjusting UI dynamically, increase user engagement, decrease the learning curve & increase accessibility in sectors such as E-commerce, healthcare, financial services, educational platforms & entertainment by using some of the pre-built LLM models using Retrieval-Augmented Generation (RAG).

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