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From Data to Experience: Framework for Managing Artificial Intelligence System Development Projects

delete2026-04-25
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PRE
AI
Y
Youngsoo Shin *
DOI：10.1016/j.ijproman.2026.102856delete
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Abstract

Abstract

En 中文
• Develops a DCXD framework that integrates experience design with data-centered project management for AI system development. • Employs a sequential multi-phase research design to identify practice gaps and validate framework utility in cross-functional project teams. • Proposes three strategic mindsets (human, object, experience) to coordinate behavioral and experiential considerations in project-level decision-making. • Articulates professional skillsets across individual, project team, and organizational levels to bridge gaps between design and data science. • Positions DCXD as a strategic governance tool that enhances project agility, evidence-based decision-making, and long-term value creation.
Keywords:
DCXD framework
AI system development
experience design
data-centered project management
strategic mindsets

Journal

International Journal of Project Management cover
International Journal of Project Management
IF:
7.5
Papers:
2.6K
Citations:
1.2W

Organization

No organization information available