Improving Automatic Exams Using Generic UML Model for Better Analysis and Performance Evaluation

In this paper we are proposing a generic visual model for automatic exam system. We use UML as modeling language to model this system. This model is totally generic and extendable according to the requirements of any type of institution which conducts automatic exams. Furthermore, this model also helps in improving automatic exam system by showing performance analysis of students and evaluation using WEKA data mining methods.

[1]  Beatrice Lazzerini,et al.  Performing automatic exams , 1998, Comput. Educ..

[2]  Juan Llorens Morillo,et al.  Towards an ontology-based retrieval of UML Class Diagrams , 2012, Inf. Softw. Technol..

[3]  Nazlia Omar,et al.  Automated Analysis of Exam Questions According to Bloom's Taxonomy , 2012 .

[4]  Mohammad A. Sarrayrih,et al.  Challenges of Online Exam , Performances and problems for Online University Exam , 2013 .

[5]  Duncan Dubugras Alcoba Ruiz,et al.  Extending UML activity diagram for workflow modeling in production systems , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[6]  Mustafa Yağcı,et al.  Designing and Implementing an Adaptive Online Examination System , 2014 .

[7]  José Ambrosio Toval Álvarez,et al.  A systematic review of UML model consistency management , 2009, Inf. Softw. Technol..

[8]  Ian H. Witten,et al.  The WEKA data mining software: an update , 2009, SKDD.

[9]  Matthew Fleming,et al.  A comparison of in-class and online quizzes on student exam performance , 2003, J. Comput. High. Educ..

[10]  Shaoying Liu,et al.  Formalization, Testing and Execution of a Use Case Diagram , 2003, ICFEM.

[11]  Andreas Holzinger,et al.  Applying Model-View-Controller (MVC) in design and development of information systems: An example of smart assistive script breakdown in an e-Business application , 2010, 2010 International Conference on e-Business (ICE-B).

[12]  Haifeng Shen Maintaining constraints of UML models in distributed collaborative environments , 2009, J. Syst. Archit..