Using custom-built intelligent tutoring systems (ITSs) to bring relevance to and improve engagement and participation of learners in introductory accounting

Nicholas McGuigan, Tanja Mitrovic, Thomas Kern, Samantha Sin

Research output: Contribution to conferenceAbstractResearch

Abstract

This study outlines the development and initial implementation of an Intelligent Tutoring System (ITS) designed specifically for introductory accounting. The ITS is a computer-based problem-solving environment for capital investment decision-making (CID), in which a student solves a problem and receives individualised feedback and support from the system, similar to working with a human tutor in a one-on-one situation. The system tracks the student's performance, and generates a model of the student's knowledge, which is used to adapt the instructional session to the needs and abilities of each student. The system has been designed to provide students with an enhanced problem-solving tool to be able to apply theoretical material in a ‘real-life’ simulated environment. The paper provides a description of ASPIRE the authoring and deployment computer environment for the ITS, the process of creating the Capital Investment Tutor is then discussed with a preliminary evaluation of results.
LanguageEnglish
Number of pages1
Publication statusPublished - 2011
EventRMIT Accounting Educators’ Conference (2nd : 2011) - Melbourne
Duration: 14 Nov 201114 Nov 2011

Conference

ConferenceRMIT Accounting Educators’ Conference (2nd : 2011)
CityMelbourne
Period14/11/1114/11/11

Fingerprint

participation
capital investment
tutor
student
decision making
ability
evaluation
performance

Keywords

  • constraint-based authoring system
  • capital investment decision making
  • accounting education
  • intelligent tutoring systems

Cite this

McGuigan, N., Mitrovic, T., Kern, T., & Sin, S. (2011). Using custom-built intelligent tutoring systems (ITSs) to bring relevance to and improve engagement and participation of learners in introductory accounting. Abstract from RMIT Accounting Educators’ Conference (2nd : 2011), Melbourne, .
McGuigan, Nicholas ; Mitrovic, Tanja ; Kern, Thomas ; Sin, Samantha. / Using custom-built intelligent tutoring systems (ITSs) to bring relevance to and improve engagement and participation of learners in introductory accounting. Abstract from RMIT Accounting Educators’ Conference (2nd : 2011), Melbourne, .1 p.
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abstract = "This study outlines the development and initial implementation of an Intelligent Tutoring System (ITS) designed specifically for introductory accounting. The ITS is a computer-based problem-solving environment for capital investment decision-making (CID), in which a student solves a problem and receives individualised feedback and support from the system, similar to working with a human tutor in a one-on-one situation. The system tracks the student's performance, and generates a model of the student's knowledge, which is used to adapt the instructional session to the needs and abilities of each student. The system has been designed to provide students with an enhanced problem-solving tool to be able to apply theoretical material in a ‘real-life’ simulated environment. The paper provides a description of ASPIRE the authoring and deployment computer environment for the ITS, the process of creating the Capital Investment Tutor is then discussed with a preliminary evaluation of results.",
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author = "Nicholas McGuigan and Tanja Mitrovic and Thomas Kern and Samantha Sin",
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note = "RMIT Accounting Educators’ Conference (2nd : 2011) ; Conference date: 14-11-2011 Through 14-11-2011",

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McGuigan, N, Mitrovic, T, Kern, T & Sin, S 2011, 'Using custom-built intelligent tutoring systems (ITSs) to bring relevance to and improve engagement and participation of learners in introductory accounting' RMIT Accounting Educators’ Conference (2nd : 2011), Melbourne, 14/11/11 - 14/11/11, .

Using custom-built intelligent tutoring systems (ITSs) to bring relevance to and improve engagement and participation of learners in introductory accounting. / McGuigan, Nicholas; Mitrovic, Tanja; Kern, Thomas; Sin, Samantha.

2011. Abstract from RMIT Accounting Educators’ Conference (2nd : 2011), Melbourne, .

Research output: Contribution to conferenceAbstractResearch

TY - CONF

T1 - Using custom-built intelligent tutoring systems (ITSs) to bring relevance to and improve engagement and participation of learners in introductory accounting

AU - McGuigan, Nicholas

AU - Mitrovic, Tanja

AU - Kern, Thomas

AU - Sin, Samantha

PY - 2011

Y1 - 2011

N2 - This study outlines the development and initial implementation of an Intelligent Tutoring System (ITS) designed specifically for introductory accounting. The ITS is a computer-based problem-solving environment for capital investment decision-making (CID), in which a student solves a problem and receives individualised feedback and support from the system, similar to working with a human tutor in a one-on-one situation. The system tracks the student's performance, and generates a model of the student's knowledge, which is used to adapt the instructional session to the needs and abilities of each student. The system has been designed to provide students with an enhanced problem-solving tool to be able to apply theoretical material in a ‘real-life’ simulated environment. The paper provides a description of ASPIRE the authoring and deployment computer environment for the ITS, the process of creating the Capital Investment Tutor is then discussed with a preliminary evaluation of results.

AB - This study outlines the development and initial implementation of an Intelligent Tutoring System (ITS) designed specifically for introductory accounting. The ITS is a computer-based problem-solving environment for capital investment decision-making (CID), in which a student solves a problem and receives individualised feedback and support from the system, similar to working with a human tutor in a one-on-one situation. The system tracks the student's performance, and generates a model of the student's knowledge, which is used to adapt the instructional session to the needs and abilities of each student. The system has been designed to provide students with an enhanced problem-solving tool to be able to apply theoretical material in a ‘real-life’ simulated environment. The paper provides a description of ASPIRE the authoring and deployment computer environment for the ITS, the process of creating the Capital Investment Tutor is then discussed with a preliminary evaluation of results.

KW - constraint-based authoring system

KW - capital investment decision making

KW - accounting education

KW - intelligent tutoring systems

M3 - Abstract

ER -

McGuigan N, Mitrovic T, Kern T, Sin S. Using custom-built intelligent tutoring systems (ITSs) to bring relevance to and improve engagement and participation of learners in introductory accounting. 2011. Abstract from RMIT Accounting Educators’ Conference (2nd : 2011), Melbourne, .