Abstract
Automated generation of assessment items can provide large item pools for formative assessments with little effort. However, if the generation process produces self-contained items, these need to be updated or re-generated each time the data source used for generation changes. This paper describes and discusses an alternative approach that dynamically retrieves item content from Wikidata using SPARQL queries. The paper compares four different examples and discusses both benefits and limitations of this approach. Results show that the approach is usable for a broad range of different items for formative assessment scenarios and that limitations are manageable with acceptable effort.
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Item live-demo: https://jack-demo.s3.uni-due.de/jack2/demo?id=63144.
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Item live-demo: https://jack-demo.s3.uni-due.de/jack2/demo?id=63140.
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Item live-demo: https://jack-demo.s3.uni-due.de/jack2/demo?id=63131
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References
Gierl, M., Lai, H., Zhang, X.: Automatic item generation. In: Mehdi Khosrow-Pour, D.B.A. (Ed.) Encyclopedia of Information Science and Technology, 4th edn., pp. 2369–2379. IGI Global, Hershey (2018)
IMS Global Learning Consortium: IMS Question & Test Interoperability Specification. http://www.imsglobal.org/question/. Accessed 19 Oct 2018
Mostow, J., Jang, H.: Generating diagnostic multiple choice comprehension cloze questions. In: Proceedings Workshop on Innovative Use of NLP for Building Educational Applications, 136–146 (2012)
Al-Yahya, M.: OntoQue: a question generation engine for educational assesment based on domain ontologies. In: 11th IEEE International Conference on Advanced Learning Technologies, 393–395 (2011)
Gierl, M.J., Lai, H., Turner, S.R.: Using automatic item generation to create multiple-choice test items. Med. Educ. 46, 757–765 (2012)
Lai, H., Gierl, M.J., Touchie, C., Pugh, D., Boulais, A.-P., Champlain, A.D.: Using automatic item generation to improve the quality of MCQ distractors. Teach. Learn. Med. 28, 166–173 (2016). Routledge
Afzal, N., Mitkov, R.: Automatic generation of multiple choice questions using dependency-based semantic relations. Soft. Comput. 18, 1269–1281 (2014)
Susanti, Y., Iida, R., Tokunaga, T.: Automatic generation of english vocabulary tests. In: 7th International Conference on Computer Supported Education (CSEDU), 77–87 (2015)
Iwane, N., Gao, C., Yoshida, M.: Question generation for learner centered learning. In: 13th IEEE International Conference on Advanced Learning Technologies, 330–332 (2013)
Foulonneau, M., Ras, E.: Assessment item generation, the way forward. In: CAA 2013 International Conference (2013)
Foulonneau, M.: Generating educational assessment items from linked open data: the case of DBpedia. In: GarcÃa-Castro, R., Fensel, D., Antoniou, G. (eds.) ESWC 2011. LNCS, vol. 7117, pp. 16–27. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-25953-1_2
Le, N.-T., Kojiri, T., Pinkwart, N.: Automatic question generation for educational applications – the state of art. In: van Do, T., Thi, H.A.L., Nguyen, N.T. (eds.) Advanced computational methods for knowledge engineering. AISC, vol. 282, pp. 325–338. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-06569-4_24
Olney, A.M., Graesser, A.C., Person, N.K.: Question generation from concept maps. Dialogue and Discourse 3(2), 75–99 (2012)
Le, N.-T., Nguyen, N.-P., Seta, K., Pinkwart, N.: Automatic question generation for supporting argumentation. Vietnam J Comput. Sci. 1, 117–127 (2014). https://doi.org/10.1007/s40595-014-0014-9. Springer-Verlag New York, Inc.
JACK website. http://www.s3.uni-duisburg-essen.de/en/jack/. Accessed 19 Oct 2018
Schwinning, N., Striewe, M., Savija, M., Goedicke, M.: On flexible multiple choice questions with parameters. In: Proceedings of the 14th European Conference on e-Learning (ECEL) (2015)
Schwinning, N., Kurt-Karaoglu, F., Striewe, M., Zurmaar, B., Goedicke, M.: A framework for generic exercises with mathematical content. In: Proceedings of the International Conference on Learning and Teaching in Computing and Engineering (LaTiCE), 70–75 (2015)
RDF website. https://www.w3.org/RDF/. Accessed 19 Oct 2018
Wikidata project. https://www.wikidata.org/wiki/Wikidata:Main_Page. Accessed 19 Oct 2018
Wikimedia Commons project. https://commons.wikimedia.org/wiki/Main_Page. Accessed 19 Oct 2018
SMILES website. http://daylight.com/smiles/. Accessed 19 Oct 2018
Acknowledgements
The author would like to thank Gerwin Rajkowski for his work on implementing a first prototype for SPARQL query integration within JACK as part of his bachelor’s thesis. The German Federal Ministry of Education and Research founded parts of the research for this paper with grant number 01PL16075.
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Striewe, M. (2019). Dynamic Generation of Assessment Items Using Wikidata. In: Draaijer, S., Joosten-ten Brinke, D., Ras, E. (eds) Technology Enhanced Assessment. TEA 2018. Communications in Computer and Information Science, vol 1014. Springer, Cham. https://doi.org/10.1007/978-3-030-25264-9_1
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