Data-Centric Artificial Intelligence, Preprocessing, and the Quest for Transformative Artificial Intelligence Systems Development
Abdul Majeed, Seong Oun Hwang
Abstract
Some data-centric artificial intelligence (AI) practices often resemble the preprocessing used in traditional AI systems; therefore, there is a possible misconception about the two approaches. This article differentiates these two aspects to guide the AI community to unlock the hidden potential of the data-centric AI paradigm.
Topics & Concepts
Transformative learningPreprocessorArtificial intelligenceComputer scienceApplications of artificial intelligenceArtificial Intelligence SystemData pre-processingPsychologyPedagogyExplainable Artificial Intelligence (XAI)Big Data and Business IntelligenceEthics and Social Impacts of AI