This paper is published in Volume-6, Issue-5, 2020
Area
Computer Engineering
Author
Sushrut Ghimire
Org/Univ
Vellore Institute of Technology, Vellore, Tamil Nadu, India
Pub. Date
14 September, 2020
Paper ID
V6I5-1158
Publisher
Keywords
UI (User Interface), AI (Artificial Intelligence), IUI (Intelligent User Interface), HCI (Human Computer Interaction), XAI (Explainable Artificial Intelligence), ML (Machine Learning)

Citationsacebook

IEEE
Sushrut Ghimire. Towards Singularity: Implications to Intelligent UI with Explainable AI approach to HCI, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.

APA
Sushrut Ghimire (2020). Towards Singularity: Implications to Intelligent UI with Explainable AI approach to HCI. International Journal of Advance Research, Ideas and Innovations in Technology, 6(5) www.IJARIIT.com.

MLA
Sushrut Ghimire. "Towards Singularity: Implications to Intelligent UI with Explainable AI approach to HCI." International Journal of Advance Research, Ideas and Innovations in Technology 6.5 (2020). www.IJARIIT.com.

Abstract

This paper has the aim of incorporating and prototyping the realms and the possibilities of future UI designs. It collectively analyses recent AI techniques and signifies the need for Intelligent User Interfaces (IUIs) that might shape future inventions and act beneficially for understanding the technological impacts it can produce. The architecture of HCI is prone to undergo a drastic transformation where multimodal interaction through cyborg automation will play a major role in singularity. For solving current issues in UI designs such as gender, disability, and color issues, Explainable AI (XAI) is further improving interpretability and explainability of Machine Learning (ML) algorithms. This paper furthermore explains the convergence of Engineering and Life sciences with its association to improving the outlines of future UIs on a process of gaining collective intelligence.
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