Generator of Tests for Learning Check in Case of Courses that Use Learning Blocks

  • Doru Anastasiu PopescuEmail author
  • Daniel Nijloveanu
  • Nicolae Bold
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 804)


Block learning is a useful and efficient way of learning currently used in many learning systems in both pre-university and university environments. Based on the key concept of learning by focusing, this style of learning is based on the progressive way of gaining knowledge and acquiring different types of skills. In this paper we will present a method of assessing learners by indirectly encouraging them to use block-based solving problem strategies by solving tests obtained from a genetic algorithm. After the generation of sequences of blocks that solve the problem is made by using a genetic algorithm, the resulted tests are used to assess learners in order to familiarize them with sequential learning.


Block Learning Genetic Generation Test 


  1. 1.
    Wang, F., Wang, W., Yang, H., Pan, Q.: A novel discrete differential evolution algorithm for computer-aided test-sheet composition problems. In: Information Engineering and Computer Science, ICIECS 2009, Wuhan, 19–20 December, pp. 1–4 (2009)Google Scholar
  2. 2.
    Rahmani, S., Mousavi, S.M., Kamali, M.J.: Modeling of road-traffic noise with the use of genetic algorithm. Appl. Soft Comput. 11(1), 1008–1013 (2011)CrossRefGoogle Scholar
  3. 3.
    Gama, C.L., Norford, L.K.: A design optimization tool based on a genetic algorithm. Autom. Constr. 11(2), 173–184 (2002)CrossRefGoogle Scholar
  4. 4.
  5. 5.
    Blockly-Games - series of educational games that teach programming.
  6. 6.
    Alice - innovative 3D programming environment.
  7. 7.
    Popescu, D.A., Bold, N., Domsa, O.: Generating assessment tests with restrictions using genetic algorithms. In: ICCA 2016, pp. 696–700 (2016)Google Scholar
  8. 8.
    Popescu, D.A., Domsa, O., Popescu, I.A.: Determining the degree of similarity of answers given at a test using the editing distance. In: ITHET 2016, pp. 1–4 (2016)Google Scholar
  9. 9.
    Popescu, D.A., Bold, N., Domsa, O.: A generator of sequences of hierarchical tests which contain specified keywords. In: SACI 2016, pp. 255–260 (2016)Google Scholar
  10. 10.
    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 to Success J. 15(140), 195–201 (2014)Google Scholar
  11. 11.
    Gaytan, J., McEwen-Beryl, C.: Effective online instructional and assessment strategies. Am. J. Distance Educ. 21(3), 117–132 (2007)CrossRefGoogle Scholar
  12. 12.
    Popescu, E.: Adaptation provisioning with respect to learning styles in a web-based educational system: an experimental study. J. Comput. Assist. Learn. 26(4), 243–257 (2010)CrossRefGoogle Scholar
  13. 13.
    Mazoue, J.G.: The MOOC Model: Challenging Traditional Education, Educause Review Online January/February (2013). Accessed 2 April 2013Google Scholar
  14. 14.
    O’Neil, H.F., Perez, R.S.: Web-Based Learning: Theory, Research, and Practice. Routledge, 5 September 2013Google Scholar
  15. 15.
    Joo, Y.J., Bong, M., Choi, H.J.: Self-efficacy for self-regulated learning, academic self-efficacy, and internet self-efficacy in web-based instruction. Educ. Technol. Res. Develop. 48(2), 5–17 (2000)CrossRefGoogle Scholar
  16. 16.
    Seman, L.O., Hausmann, R., Bezerra, E.A.: On the students’ perceptions of the knowledge formation when submitted to a Project-Based Learning environment using web applications. Comput. Educ. 117, 16–30 (2018). ISSN 0360-1315CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Doru Anastasiu Popescu
    • 1
    Email author
  • Daniel Nijloveanu
    • 2
  • Nicolae Bold
    • 1
  1. 1.Department of Mathematics and Computer ScienceUniversity of PiteștiPiteștiRomania
  2. 2.Faculty of Management, Economic Engineering in Agriculture and Rural DevelopmentUniversity of Agronomic Sciences and Veterinary Medicine BucharestSlatina BranchRomania

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