User-Centric Intelligent Web Interfaces: Enhancing Experience through Adaptive Interaction
DOI:
https://doi.org/10.71086/IAJIR/V12I4/IAJIR1228Keywords:
User-Centric Design, Intelligent Web Interfaces, Adaptive Interaction, UX, Personalization, AI, ML, HCI.Abstract
This study analyzes the development and impact of intelligent web interfaces on user experience with respect to active adaptation interaction. It analyzes the application of artificial intelligence and machine learning techniques in personalizing content, optimizing navigational structures, and modifying functionalities based on user actions, preferences, and context. The study illustrates through a conceptual system design and hypothetical performance evaluation that adaptive interfaces, when compared to static interfaces, enhance user satisfaction, task completion, and cognitive load in multitasking environments. Findings of the research provide new understanding about the use of intelligent adaptation in the interfaces having the alluring nature of deep engagement to users and the ease of intuitive manipulation. The insights of the research will aid in web development.


