Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities

Baocheng Geng, Pramod K. Varshney

Research output: Chapter in Book/Entry/PoemConference contribution

1 Scopus citations

Abstract

Recently, modeling of decision making and control systems that include heterogeneous smart sensing devices (machines) as well as human agents as participants is becoming an important research area due to the wide variety of applications including autonomous driving, smart manufacturing, internet of things, national security, and healthcare. To accomplish complex missions under uncertainty, it is imperative that we build novel human machine collaboration structures to integrate the cognitive strengths of humans with computational capabilities of machines in an intelligent manner. In this paper, we present an overview of the existing works on human decision making and human machine collaboration within the scope of signal processing and information fusion. We review several application areas and research domains relevant to human machine collaborative decision making. We also discuss current challenges and future directions in this problem domain.

Original languageEnglish (US)
Title of host publicationProceedings - 2022 IEEE 8th International Conference on Collaboration and Internet Computing, CIC 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages61-67
Number of pages7
ISBN (Electronic)9781665473002
DOIs
StatePublished - 2022
Externally publishedYes
Event8th IEEE International Conference on Collaboration and Internet Computing, CIC 2022 - Virtual, Online, United States
Duration: Dec 14 2022Dec 16 2022

Publication series

NameProceedings - 2022 IEEE 8th International Conference on Collaboration and Internet Computing, CIC 2022

Conference

Conference8th IEEE International Conference on Collaboration and Internet Computing, CIC 2022
Country/TerritoryUnited States
CityVirtual, Online
Period12/14/2212/16/22

Keywords

  • Human machine collaboration
  • cognitive psychology
  • information fusion
  • statistical signal processing

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture
  • Software
  • Information Systems and Management

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