Abstract:
In this paper, we describe a tool coined as artificial intelligence-based student learning evaluation tool (AISLE). The main purpose of this tool is to improve the use of...Show MoreMetadata
Abstract:
In this paper, we describe a tool coined as artificial intelligence-based student learning evaluation tool (AISLE). The main purpose of this tool is to improve the use of artificial intelligence techniques in evaluating a student's understanding of a particular topic of study using concept maps. Here, we calculate the probability distribution of the concepts identified in the concept map developed by the student. The evaluation of a student's understanding of the topic is assessed by analyzing the curve of the graph generated by this tool. This technique makes extensive use of XML parsing to perform the required evaluation. The tool was successfully tested with students from two undergraduate courses and the results of testing are described in this paper.
Published in: IEEE Transactions on Learning Technologies ( Volume: 7, Issue: 3, 01 July-Sept. 2014)
Department of Computer Science and Information Systems, Texas A&M University—Commerce, 1816 Hunt St, Commerce
G. Pankaj Jain received the bachelor's degree in electrical and
electronics engineering from Jawaharlal Nehru Technological University in 2010. He was a graduate research assistant
in the Department of Computer Science and Information Systems at Texas A&M University-commerce.
G. Pankaj Jain received the bachelor's degree in electrical and
electronics engineering from Jawaharlal Nehru Technological University in 2010. He was a graduate research assistant
in the Department of Computer Science and Information Systems at Texas A&M University-commerce.View more
Department of Health Management and Informatics, University of Central Florida, 4000 Central Florida Blvd., Orlando, FL 32816
Varadraj P. Gurupur received the PhD degree. He also received the
Doctor of Philosophy degree in computer engineering from the University of Alabama at Birmingham in 2010. He is
currently an assistant professor in the Department of Health Management and Informatics, University of Central
Florida, Orlando, FL. He was previously with the Department of Computer Science and Information Systems at Texas
A&M University-Comm...Show More
Varadraj P. Gurupur received the PhD degree. He also received the
Doctor of Philosophy degree in computer engineering from the University of Alabama at Birmingham in 2010. He is
currently an assistant professor in the Department of Health Management and Informatics, University of Central
Florida, Orlando, FL. He was previously with the Department of Computer Science and Information Systems at Texas
A&M University-Comm...View more
Department of Psychology and Special Education, Texas A&M University—Commerce, Commerce, TX
Jennifer L. Schroeder received the PhD degree specializing in
Educational Psychology from University of Wisconsin—Madison in 2002. She is currently an associate
professor and an interim chair in the Department of Psychology and Special Education, Texas A&M
University–Commerce.
Jennifer L. Schroeder received the PhD degree specializing in
Educational Psychology from University of Wisconsin—Madison in 2002. She is currently an associate
professor and an interim chair in the Department of Psychology and Special Education, Texas A&M
University–Commerce.View more
Department of Mathematics, Texas A&M University—Commerce, Commerce, TX
Eileen D. Faulkenberry received the PhD degree from Oklahoma State
University in the area of mathematics education. She is currently an associate professor in the Department of
Mathematics, Texas A&M University-Commerce. She happens to be a member of National Council of Teachers of
Mathematics.
Eileen D. Faulkenberry received the PhD degree from Oklahoma State
University in the area of mathematics education. She is currently an associate professor in the Department of
Mathematics, Texas A&M University-Commerce. She happens to be a member of National Council of Teachers of
Mathematics.View more
Contents Department of Computer Science and Information Systems, Texas A&M University—Commerce, 1816 Hunt St, Commerce
G. Pankaj Jain received the bachelor's degree in electrical and
electronics engineering from Jawaharlal Nehru Technological University in 2010. He was a graduate research assistant
in the Department of Computer Science and Information Systems at Texas A&M University-commerce.
G. Pankaj Jain received the bachelor's degree in electrical and
electronics engineering from Jawaharlal Nehru Technological University in 2010. He was a graduate research assistant
in the Department of Computer Science and Information Systems at Texas A&M University-commerce.View more
Department of Health Management and Informatics, University of Central Florida, 4000 Central Florida Blvd., Orlando, FL 32816
Varadraj P. Gurupur received the PhD degree. He also received the
Doctor of Philosophy degree in computer engineering from the University of Alabama at Birmingham in 2010. He is
currently an assistant professor in the Department of Health Management and Informatics, University of Central
Florida, Orlando, FL. He was previously with the Department of Computer Science and Information Systems at Texas
A&M University-Commerce.
Varadraj P. Gurupur received the PhD degree. He also received the
Doctor of Philosophy degree in computer engineering from the University of Alabama at Birmingham in 2010. He is
currently an assistant professor in the Department of Health Management and Informatics, University of Central
Florida, Orlando, FL. He was previously with the Department of Computer Science and Information Systems at Texas
A&M University-Commerce.View more
Department of Psychology and Special Education, Texas A&M University—Commerce, Commerce, TX
Jennifer L. Schroeder received the PhD degree specializing in
Educational Psychology from University of Wisconsin—Madison in 2002. She is currently an associate
professor and an interim chair in the Department of Psychology and Special Education, Texas A&M
University–Commerce.
Jennifer L. Schroeder received the PhD degree specializing in
Educational Psychology from University of Wisconsin—Madison in 2002. She is currently an associate
professor and an interim chair in the Department of Psychology and Special Education, Texas A&M
University–Commerce.View more
Department of Mathematics, Texas A&M University—Commerce, Commerce, TX
Eileen D. Faulkenberry received the PhD degree from Oklahoma State
University in the area of mathematics education. She is currently an associate professor in the Department of
Mathematics, Texas A&M University-Commerce. She happens to be a member of National Council of Teachers of
Mathematics.
Eileen D. Faulkenberry received the PhD degree from Oklahoma State
University in the area of mathematics education. She is currently an associate professor in the Department of
Mathematics, Texas A&M University-Commerce. She happens to be a member of National Council of Teachers of
Mathematics.View more