Abstract
In this paper, we will present a modality for generating knowledge-check tests using questions characterized by keywords. The obtained tests have certain restrictions regarding the keywords labeling the questions. These restrictions will be defined in the paper. The test generation will be made using genetic algorithms, whose chromosomes will be considered the tests and genes will be considered questions. At the end of the paper some results obtained with the algorithm implemented in Java programming language will be presented.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Cox, M.J., Marshall, G.: Effects of ICT: do we know what we should know? Artic. Educ. Inf. Technol. 12(2), 59–70 (2007)
Catalano, H.: Pedagogical implications of using net support school application in teaching educational sciences. In: International Conference on Virtual Learning, Timișoara (2015)
Baron, C., Şerb, A., Iacob, N.M., Defta, C.L.: IT infrastructure model used for implementing an E-learning platform based on distributed databases. Qual. Access. Success. J. 15(140), 195–201 (2014)
Defta, C.L., Serb, A., Iacob, N.M., Baron, C.: Threats analysis for E-learning platforms. Knowledge Horizons. Eco. 6(1), 132 (2014)
DeLuca, C., Klinger, D.A., Searle, M., Shulha, L.M.: Developing a curriculum for assessment education. Assess. Matt. 2, 20–42 (2010)
Popescu, D.A., Radulescu, D.: Approximately similarity measurement of web sites, ICONIP. In: Neural Information Processing, Proceedings LNCS, Springer, Heidelberg, 9–12 November 2015
Popescu, D.A.: Reducing the navigation graph associated to a web application. Buletin Stiintific - Universitatea din Pitesti, Seria Matematica si Informatica, Nr. 16, 125–130 (2010)
Popescu, D.A., Popescu, I.A.: Model of determination of coverings with web pages for a website. In: International Conference on Virtual Learning. pp. 279–283 (2015)
Popescu, D.A., Nicolae D.: Generating a class schedule with reduced number of constraints. In: Proceedings the 9th International Scientific Conference eLearning and software for Education, Bucharest, April 25–26, pp. 297–300 (2013)
Popescu, D.A., Ionita, A.E.: Combinatorica si Teoria Grafurilor, Ed. Rhabon. Tg. Jiu (2005)
Nijloveanu, D., Bold, N., Bold, A.C.: A hierarchical model of test generation within a battery of tests. In: International Conference on Virtual Learning (2015)
Larrañaga, P., Kuijpers, C.M.H., Murga, R.H., Inza, I., Dizdarevic, S.: Genetic algorithms for the travelling salesman problem: a review of representations and operators. Artif. Intell. Rev. 13(2), 129–170 (1999)
José Fernando Gonçalves, Mauricio, G.C.: Resende, biased random-key genetic algorithms for combinatorial optimization. J. Heuristics 17(5), 487–525 (2011)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this paper
Cite this paper
Popescu, D.A., Bold, N., Popescu, A.I. (2018). The Generation of Tests of Knowledge Check Using Genetic Algorithms. In: Balas, V., Jain, L., Balas, M. (eds) Soft Computing Applications. SOFA 2016. Advances in Intelligent Systems and Computing, vol 634. Springer, Cham. https://doi.org/10.1007/978-3-319-62524-9_3
Download citation
DOI: https://doi.org/10.1007/978-3-319-62524-9_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-62523-2
Online ISBN: 978-3-319-62524-9
eBook Packages: EngineeringEngineering (R0)