Using Concept Maps in Adaptive Knowledge Assessment

  • Alla Anohina
  • Vita Graudina
  • Janis Grundspenkis

The paper presents a novel approach regarding adaptive knowledge assessment using concept maps. Adaptive knowledge assessment adapts assessment tasks to the ability and knowledge level of a particular learner and makes a corresponding system more powerful and valuable. The already developed prototype of an intelligent knowledge assessment system based on multiagent paradigm and concept maps is described, but mainly the paper focuses on the support of adaptive assessment regarding the further enhancement of the system.


Knowledge Level Knowledge Assessment Incorrect Place Empty Place High Order Skill 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. 1.
    Anohina A, Graudina V, Grundspenkis J (2006) Intelligent system for learners’ knowledge self-assessment and process oriented knowledge control based on concept maps and ontologies (accepted for Annual Pro-ceedings of Vidzeme University College)Google Scholar
  2. 2.
    Anohina A, Grundspenkis J (2006) Prototype of multiagent knowledge assessment system for support of process oriented learning (accepted for the Proc. of the 7th Int. Baltic Conf. on DB&IS)Google Scholar
  3. 3.
    Anohina A, Stale G, Pozdnyakov D (2006) Intelligent system for student knowledge assessment(accepted for Proceedings of Riga Technical Univ.)Google Scholar
  4. 4.
    Bloom BS (1956) Taxonomy of educational objectives. Handbook I: The cognitive domain. David McKay Co Inc., New YorkGoogle Scholar
  5. 5.
    Bull J Introduction to computer-assisted assessment. Available at:
  6. 6.
    Burstein J, Leacock C, Swartz R (2001) Automated evaluation of essays and short answers. In: Proc. of the 5th Int. Computer Assisted Assess-ment Conf., pp 41-45Google Scholar
  7. 7.
    Canas A (2003) A summary of literature pertaining to the use of concept mapping techniques and technologies for education and performance supportGoogle Scholar
  8. 8.
    Chang KE, Sung YT, Chen SF (2001) Learning through computer-based concept mapping with scaffolding aid. J. Computer Assisted Learning, vol. 17: 21-33CrossRefGoogle Scholar
  9. 9.
    Computer-assisted Assessment (CAA) Centre -
  10. 10.
    E-assessment. Available at:
  11. 11.
    Gouli E, Papanikolaou KA, Grigoriadou M (2002) Personalizing assess-ment in adaptive educational hypermedia systems. In: Proc. of the 2nd Int. Conf. on Adaptive Hypermedia and Adaptive Web-Based Systems. Springer-Verlag, London, UK, pp 153-163Google Scholar
  12. 12.
    Gouli E, Gogoulou A, Papanikolaou K, Grigoriadou M(2004) COMPASS: an adaptive Web-based concept map assessment tool. Proc. of the 1st Int. Conf. on Concept MappingGoogle Scholar
  13. 13.
    Guetl C, Dreher H, Williams R (2005) E-TESTER: A computer-based tool for auto-generated question and answer assessment. In: Proc. of the E-Learn 2005-World Conf. on E-Learning in Corporate, Government, Healthcare, and Higher Education, vol. 2005, no. 1, pp 2929-2936Google Scholar
  14. 14.
    Lambert G (2004) What is computer aided assessment and how can I use it in my teaching? (Briefing paper) Canterbury Christ Church University CollegeGoogle Scholar
  15. 15.
    Leacock C, Chodorow M (2003) C-rater: scoring of short-answer ques-tions. Computers and the Humanities, 37(4): 389-405CrossRefGoogle Scholar
  16. 16.
    Mogey N, Watt H (1996) Chapter 10: The use of computers in the as-sessment of student learning. In: Stoner G (ed) Implementing Learning Technology. Learning Technology Dissemination Initiative, pp 50-57Google Scholar
  17. 17.
    Novak JD, Canas AJ (2006) The theory underlying concept maps and how to construct them. Technical Report IHCM CmapTools 2006-1Google Scholar
  18. 18.
    Oliver A (2000) Computer aided assessment - the pros and cons. Avail-able at:
  19. 19.
    Papanastasiou E (2003) Computer-adaptive testing in science education. In: Proc. of the 6th Int. Conf. on Computer Based Learning in Science, pp 965-971Google Scholar
  20. 20.
    Pérez D, Alfonseca E, Rodríguez P (2004) Application of the BLEU method for evaluating free-text answers in an e-learning environment. In: Proc. of the 4th Int. Language Resources and Evaluation ConfGoogle Scholar
  21. 21.
    Ruiz-Primo MA, Shavelson RJ (1996) Problems and issues in the use of concept maps in science assessment. J. Res. Sci. Teaching 33(6): 569-600CrossRefGoogle Scholar
  22. 22.
    Ruiz-Primo MA (2004) Examining concept maps as an assessment tool. In: Proc. of the 1st Conf. in Concept MappingGoogle Scholar
  23. 23.
    Sukkarieh JZ, Pulman SG, Raikes N (2003) Auto-marking: using compu-tational linguistics to score short, free text responses. In: Proc. of the 29th Conf. of the Int. Association for Educational AssessmentGoogle Scholar
  24. 24.
    Using computer assisted assessment to support student learning. The So-cial Policy and Social Work subject centre with the Higher Education Academy (SWAP) -
  25. 25.
    What is CAA?(2005)CastleRock Research Corp.-
  26. 26.
    Yin Y, Vanides J, Ruiz-Primo MA, Ayala CC, Shavelson RJ (2005) Comparison of two concept-mapping techniques: implications for scor-ing, interpretation, and use. J. Res. Sci. Teaching, vol. 42, no. 2: 166-184CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC 2007

Authors and Affiliations

  • Alla Anohina
    • 1
  • Vita Graudina
    • 1
  • Janis Grundspenkis
    • 1
  1. 1.Department of Systems Theory and DesignRiga Technical UniversityLatvia

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