Work

Impact of AI-Driven Data Visualization on User Experience in the Internet Sector

Year: 2024

Type: article

Abstract: This article explores the specific impact of artificial intelligence (AI) -driven data visualisation technologies in the user experience of the Internet industry. Through the introduction of machine learning and data mining technologies, AI has significantly improved the intelligence and automation of data visualization tools, promoting innovation in visualization methods and improving the quality and efficiency of data cleaning, processing, and analysis. In addition, AI has also promoted the development of personalised data visualization, providing users with a richer and more intuitive way to present data. This paper analyses the applications of AI-driven data visualization in machine learning, natural language processing, and computer vision. It demonstrates the positive effects of AI data visualization on user understanding and optimisation of models through practical feedback from Yellowbrick tools.

Source: Scientific Journal of Technology

DOI: 10.54691/q3f67706

Authors: Gaozhe Jiang, Shijia Huang, Jianke Zou

Institutions: National University of Singapore, Institute of Operations Research and Analytics, Columbia University, Peking University

Language: English

Topic: Data Visualization and Analytics

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: diamond

OpenAlex ID: W4401788453

FWCI: 0.719

Cites: 24

Cited by: 5

Related to: 10