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Development of Real-Time Systems for Supporting Collaborations in Distributed Human And Machine Teams

Bositty, Aishwarya
http://rave.ohiolink.edu/etdc/view?acc_num=wright1610538704384575

Abstract Details

2020, Master of Science (MS), Wright State University, Computer Science.
Real-time distributed systems constitute computing nodes that are connected by a network and coordinate with one another to accomplish a cooperative task, combining the responsiveness, fault-tolerance and geographic independence to support time-constrained collaborative applications, including distributed Human-Machine Teaming. In this thesis research the viability of real-time distributed collaborative technologies is demonstrated through the design, development and validation of prototype systems that support two human-machine teaming scenarios namely, ACE-IMS (Affirmation Cue based Interruption Management Systems) and ReadMI (Real-time Assessment of Dialogue in Motivational Interview). ACE-IMS demonstrates how a combination of AI capabilities and the cloud and mobile computing infrastructure can be leveraged to extend and improve human-machine collaboration through intelligent interruption dissemination to reduce the potential disruptiveness to the human, while ReadMI demonstrates how AI based technologies like Automatic Speech Recognition and classification algorithms can be augmented into a real-time video conferencing system to enhance user interaction and leverage the computation and decision making capabilities of computers to improve provider fidelity of Motivational Interviewing skills among healthcare professionals.
Yong Pei, Ph.D. (Committee Co-Chair)
Nia S. Peters, Ph.D. (Committee Co-Chair)
Mateen M. Rizki, Ph.D. (Committee Member)
41 p.
Computer Science
real-time distributed systems; time-constrained collaborative applications; Human-Machine Teaming; real-time distributed collaborative technology; human-machine collaboration

Recommended Citations

Citations

  • Bositty, A. (2020). Development of Real-Time Systems for Supporting Collaborations in Distributed Human And Machine Teams [Master's thesis, Wright State University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=wright1610538704384575

    APA Style (7th edition)

  • Bositty, Aishwarya. Development of Real-Time Systems for Supporting Collaborations in Distributed Human And Machine Teams. 2020. Wright State University, Master's thesis. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=wright1610538704384575.

    MLA Style (8th edition)

  • Bositty, Aishwarya. "Development of Real-Time Systems for Supporting Collaborations in Distributed Human And Machine Teams." Master's thesis, Wright State University, 2020. http://rave.ohiolink.edu/etdc/view?acc_num=wright1610538704384575

    Chicago Manual of Style (17th edition)

wright1610538704384575
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© 2020, some rights reserved.Creative Commons License Development of Real-Time Systems for Supporting Collaborations in Distributed Human And Machine Teams by Aishwarya Bositty is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. Based on a work at etd.ohiolink.edu.
This open access ETD is published by Wright State University and OhioLINK.