ABSTRACT
Nowadays, a lot of content is being moved to digital form, which allows its better processing and analysis. However, in some cases, loose redundancy or duplicity can be a problem. In this paper, redundancy even duplicity of short texts based on ontology-related approaches and their visualization is presented. The paper presents several attempts even forms of visualization used to display information about possible redundancy and duplicity of content plus specially in the domain of educational content engineering.
- Muhammad Ahasanuzzaman, Muhammad Asaduzzaman, Chanchal K. Roy, and Kevin A. Schneider. 2016. Mining Duplicate Questions in Stack Overflow. In Proceedings of the 13th International Conference on Mining Software Repositories (Austin, Texas) (MSR ’16). Association for Computing Machinery, New York, NY, USA, 402–412. https://doi.org/10.1145/2901739.2901770Google ScholarDigital Library
- Marek Dudáš, Steffen Lohmann, Vojtěch Svátek, and Dmitry Pavlov. 2018. Ontology visualization methods and tools: a survey of the state of the art. The Knowledge Engineering Review 33 (07 2018). https://doi.org/10.1017/S0269888918000073Google Scholar
- Mathias Ellmann. 2019. Same-Same But Different: On Understanding Duplicates in Stack Overflow. Informatik Spektrum 42 (08 2019). https://doi.org/10.1007/s00287-019-01185-yGoogle Scholar
- Jun Fang, Lei Guo, and Yue Niu. 2010. Documents classification by using ontology reasoning and similarity measure. In 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery, Vol. 4. 1535–1539. https://doi.org/10.1109/FSKD.2010.5569338Google ScholarCross Ref
- Wael Gomaa and Aly Fahmy. 2013. A Survey of Text Similarity Approaches. international journal of Computer Applications 68 (04 2013). https://doi.org/10.5120/11638-7118Google Scholar
- Vasyl Lytvyn, Victoria Vysotska, Oleh Veres, Ihor Rishnyak, and Halya Rishnyak. 2017. Classification Methods of Text Documents Using Ontology Based Approach. Vol. 512. 229–240. https://doi.org/10.1007/978-3-319-45991-2_15Google Scholar
- Vijaymeena M K and Kavitha K. 2016. A Survey on Similarity Measures in Text Mining. Machine Learning and Applications: An International Journal 3 (03 2016), 19–28. https://doi.org/10.5121/mlaij.2016.3103Google Scholar
- Didik Prasetya, Aji Wibawa, and Tsukasa Hirashima. 2018. The performance of text similarity algorithms. International Journal of Advances in Intelligent Informatics 4 (05 2018). https://doi.org/10.26555/ijain.v4i1.152Google ScholarCross Ref
- Aijazahamed Qazi and R.H. Goudar. 2018. An Ontology-based Term Weighting Technique for Web Document Categorization. Procedia Computer Science 133 (01 2018), 75–81. https://doi.org/10.1016/j.procs.2018.07.010Google Scholar
- Arash Saghafi. 2016. Visualizing Ontologies – A Literature Survey. 204–221. https://doi.org/10.1007/978-3-319-40985-6_16Google Scholar
- Rodrigo F. G. Silva, Klérisson Paixão, and Marcelo de Almeida Maia. 2018. Duplicate question detection in stack overflow: A reproducibility study. In 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering (SANER). 572–581. https://doi.org/10.1109/SANER.2018.8330262Google ScholarCross Ref
- Minghe Yu, Guoliang Li, Dong Deng, and Jianhua Feng. 2015. String similarity search and join: a survey. Frontiers of Computer Science 10, 3 (Nov. 2015), 399–417. https://doi.org/10.1007/s11704-015-5900-5Google Scholar
- Yun Zhang, David Lo, Xin Xia, and Jianling Sun. 2015. Multi-Factor Duplicate Question Detection in Stack Overflow. Journal of Computer Science and Technology 30 (09 2015), 981–997. https://doi.org/10.1007/s11390-015-1576-4Google Scholar
Index Terms
- Ontology-driven detection of redundancy in short texts and its visualization
Recommendations
A Visual Ontology Management System for Handling, Integrating and Enriching Semantic Repositories
INCOS '15: Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative SystemsThis paper presents a prototype system for managing ontological data from RDF semantic repositories, via an intuitive, graph-based visual interface. The core of the system provides basic editing functionalities for the managed ontologies, while at the ...
A Model and Framework for Visualization Exploration
Visualization exploration is the process of extracting insight from data via interaction with visual depictions of that data. Visualization exploration is more than presentation; the interaction with both the data and its depiction is as important as ...
On the Existence of Combinational Logic Circuits Exhibiting Multiple Redundancy
Multiple redundancy is a very complex form of redundancy about which little is known. This correspondence shows by construction that redundancy of any multiplicity can exist in an arbitrary combinational circuit, and that redundancy of any multiplicity =...
Comments