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abstract

An Intelligent Tutoring System for Situated Decision Making in Dental Surgery

Published: 05 March 2018 Publication History

Abstract

We present the design and the partial implementation of a simulation-based intelligent tutoring system for training surgical decision making skill. The simulation combines an immersive virtual environment with a conversational intelligent tutoring system. The pedagogical module has been largely implemented and the result of an initial evaluation of the implemented tutorial interventions is presented.

References

[1]
Dana K Andersen. 2012. How can educators use simulation applications to teach and assess surgical judgment Academic Medicine?: Journal of the Association of American Medical Colleges 87,7: 934--41.
[2]
Mica R. Endsley. 1995. Toward a Theory of Situation Awareness in Dynamic Systems. Human Factors: The Journal of the Human Factors and Ergonomics Society 37, 1: 32--64.
[3]
Frederick Spencer. 1978. Teaching and measuring surgical techniques: the technical evaluation of competence. Bull Am Coll Surg 63, 3: 9--12.
[4]
Linh N Tran, Priyanka Gupta, Lauren H Poniatowski, Shaheen Alanee, Marc a Dall'era, and Robert M Sweet. 2013. Validation study of a computer-based open surgical trainer: SimPraxis(®) simulation platform. Advances in medical education and practice 4: 23--30.
[5]
Narumol Vannaprathip, Peter Haddawy, Holger Schultheis, and Siriwan Suebnukarn. 2017. Generating Tutorial Interventions for Teaching Situation Awareness in Dental Surgery -- Preliminary Report. The 11th Multi-disciplinary International Workshop on Artificial Intelligence, Springer International Publishing AG.
[6]
Narumol Vannaprathip, Peter Haddawy, Siriwan Suebnukarn, Patcharapon Sangsartra, Nunnapin Sasikhant, and Sornram Sangutai. 2016. Desitra?: A Simulator for Teaching Situated Decision Making in Dental Surgery. 21st International Conference on Intelligent User Interfaces, IUI 2016, ACM, 397--401.

Cited By

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  • (2021)Intelligent Virtual Reality Tutoring Systems as a New Generation of Simulators: Requirements and Opportunities2021 IEEE Global Engineering Education Conference (EDUCON)10.1109/EDUCON46332.2021.9454032(706-718)Online publication date: 21-Apr-2021
  • (2020)A Systematic Literature Review of Computer Support for Surgical Interventions2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)10.1109/COMPSAC48688.2020.0-173(729-734)Online publication date: Jul-2020

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Published In

cover image ACM Conferences
IUI '18: Proceedings of the 23rd International Conference on Intelligent User Interfaces
March 2018
698 pages
ISBN:9781450349451
DOI:10.1145/3172944
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 05 March 2018

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Author Tags

  1. intelligent tutoring system
  2. knowledge representation
  3. pedagogical intervention
  4. situation awareness
  5. surgical decision making

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IUI'18
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IUI '18 Paper Acceptance Rate 43 of 299 submissions, 14%;
Overall Acceptance Rate 746 of 2,811 submissions, 27%

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Cited By

View all
  • (2021)Intelligent Virtual Reality Tutoring Systems as a New Generation of Simulators: Requirements and Opportunities2021 IEEE Global Engineering Education Conference (EDUCON)10.1109/EDUCON46332.2021.9454032(706-718)Online publication date: 21-Apr-2021
  • (2020)A Systematic Literature Review of Computer Support for Surgical Interventions2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)10.1109/COMPSAC48688.2020.0-173(729-734)Online publication date: Jul-2020

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