Ontologiczny generator testów wiedzy z tekstów na przykładzie wiedzy o geografii Polski

Krzysztof Pancerz; Andrzej Burda; Piotr Grochowalski; Wiesław Paja

doi:10.56583/br.2165

Published : 2023-06-30

Vol. 19 No. 1 (2023)

An Ontological Generator of Knowledge Tests from Texts on the Example of the Knowledge of the Geography of Poland

Krzysztof Pancerz

https://orcid.org/0000-0002-5452-6310

Andrzej Burda

https://orcid.org/0000-0002-1962-0264

Piotr Grochowalski

https://orcid.org/0000-0002-4124-412X

Wiesław Paja

https://orcid.org/0000-0002-6446-036X

DOI: https://doi.org/10.56583/br.2165

Abstract

In the paper, we describe the construction of a prototype of an ontological generator of knowledge tests from texts. Closed-ended questions for knowledge tests are generated on the basis of key concepts extracted from texts as well as on the basis of the knowledge structures represented in the form of the OWL ontology. The OWL ontology, presented in the paper as an example, covers selected issues in the field of the geography of Poland. All of the important stages in the presented research are depicted — i.e., the creation of the OWL ontology, among others, on the basis of the publicly available information resources, developing a mechanism for generating the questions, and a prototypical implementation of the generator.

Keywords:

generation of knowledge tests, semantic data analysis, geography of Poland

Most read articles by the same author(s)

Krzysztof Pancerz, Aleksandra Tu-Van, Norbert Tu-Van, Explanation Process of Enterprise Economic Situation Assessments in Potential-Risk Spaces – an Experimental Study , Regional Barometer. Analyses & Prognoses: No. 4 (14) (2008)
Krzysztof Pancerz, Arkadiusz Lewicki, Extracting Decision Rules from Linguistic Data Describing Economic Phenomena. The Approach Based on Decision Systems over Ontological Graphs and PSO , Regional Barometer. Analyses & Prognoses: Vol. 12 No. 1 (2014)
Andrzej Burda, Zdzisław Hippe, Uncertain Data Modeling: the Case of Small and Medium Enterprises , Regional Barometer. Analyses & Prognoses: No. 3 (21) (2010)
Andrzej Burda, Economical Sentiment Analysis Using Kohonen Networks , Regional Barometer. Analyses & Prognoses: No. 4 (14) (2008)

<< < 1 2

Details

References

Statistics

Authors

Download files

PDF

Citation rules

Pancerz, K., Burda, A., Grochowalski, P., & Paja, W. (2023). An Ontological Generator of Knowledge Tests from Texts on the Example of the Knowledge of the Geography of Poland. Regional Barometer. Analyses & Prognoses, 19(1), 41–49. https://doi.org/10.56583/br.2165

Altmetric indicators

Cited by / Share

Licence

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

References

Bowman, S.R. 2023. Eight Things to Know about Large Language Models. arXiv. doi:10.48550/arXiv.2304.00612.

Cheng, T. 2021. “Supervised, Semi-Supervised, Unsupervised, and Self-Supervised Learning.” Towards Data Science. https://towardsdatascience.com/supervised-semi-supervised-unsupervised-and-self-supervised-learning-7fa79aa9247c.

Gómez-Pérez, A., M. Fernández-López, and O. Corcho. 2004. Ontological Engineering. With Examples from the Areas of Knowledge Management, e-Commerce and the Semantic Web. London: Springer-Verlag.

GPT-4 Technical Report. 2023. doi:10.48550/arXiv.2303.08774.

Guarino, N., and P. Giaretta. 1995. “Ontologies and Knowledge Bases. Towards a Terminological Clarification.” In Towards Very Large Knowledge Bases, edited by N.J.I. Mars, 25–32. Amsterdam: IOS Press.

Horridge, M. 2011. A Practical Guide To Building OWL Ontologies Using Protégé 4 and CO-ODE Tools Edition 1.3. Manchester: The University of Manchester.

Neches, R., R. Fikes, T. Finin, T. Gruber, R. Patil, T. Senator, and W.R. Swartout. 1991. “Enabling Technology for Knowledge Sharing.” AI Magazine 12 (3):36–56.

Pancerz, K., P. Grochowalski, and A. Derkacz. 2016. “W stronę ontologii miejscowości w Polsce: przykład województwa mazowieckiego.” Barometr Regionalny. Analizy i Prognozy 14 (3):137–144. doi: 10.56583/br.500. DOI: https://doi.org/10.56583/br.500

Solon, J., J. Borzyszkowski, M. Bidłasik, A. Richling, K. Badora, J. Balon, T. Brzezińska--Wójcik, Ł. Chabudziński, R. Dobrowolski, I. Grzegorczyk, M. Jodłowski, M. Kistowski, R. Kot, P. Krąż, J. Lechnio, A. Macias, A. Majchrowska, E. Malinowska, P. Migoń, U. Myga-Piątek, J. Nita, E. Papińska, J. Rodzik, M. Strzyż, S. Terpiłowski, and W. Ziaja. 2018. “Physico-Geographical Mesoregions of Poland: Verification and Adjustment of Boundaries on the Basis of Contemporary Spatial Data.” Geographia Polonica 91 (2):143–170. doi: 10.7163/GPol.0115. DOI: https://doi.org/10.7163/GPol.0115

Wykaz identyfikatorów i nazw jednostek podziału terytorialnego kraju. Podział terytorialny z dnia 1.01.2015 r. 2015. Zeszyty Metodyczne i Klasyfikacje. Warszawa: Główny Urząd Statystyczny.