Advances and Challenges in Intelligent Adaptive Interface Design

Ming Hou, Haibin Zhu, Mengchu Zhou, Robert Arrabito

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

Abstract

This chapter presents a unified agent-based design framework and methodologies to guide operator interface design for complex human-machine systems (HMSs) (e.g. unmanned aerial vehicle (UAV) control station). It discusses the evolution of interface technologies and describes the concepts and associated conceptual framework of intelligent adaptive interfaces (IAIs), while defining relevant nomenclature to minimize cross-discipline term confusion. The chapter introduces the concept of adaptive intelligent agents (AIAs) and an operator agent interaction model to guide IAI system design by understanding the differences among human-human, human-machine, and operator agent interactions. It describes a hierarchical IAI system architecture with different levels of AIAs to facilitate operator agent interactions. The chapter introduces currently available theoretical approaches and the requirements for designing an IAI, a generic IAI conceptual framework, and associated methodologies that guide interface design and design verification.

Original languageEnglish (US)
Title of host publicationContemporary Issues in Systems Science and Engineering
PublisherWiley-IEEE Press
Pages369-424
Number of pages56
ISBN (Electronic)9781119036821
ISBN (Print)9781118271865
DOIs
StatePublished - Apr 7 2015

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Keywords

  • Adaptive intelligent agents (AIA)
  • Human-machine system (HMS)
  • IAI conceptual framework
  • IAI system architecture
  • Intelligent adaptive interfaces (IAI)
  • Interface design
  • Operator agent interaction model
  • Unmanned aerial vehicle (UAV) control station

Fingerprint Dive into the research topics of 'Advances and Challenges in Intelligent Adaptive Interface Design'. Together they form a unique fingerprint.

Cite this