Information security topics extraction and classification method based on modified LDA model
*Lubna Emad KadhimCorresponding authorlubnaemad@alkadhum-col.edu.iqDepartment of Computer Techniques EngineeringImam Al-Kadhum College (IKC)Baghdad, IraqView full profile → , Saif Aamer Fadhilsaifaamer@alkadhum-col.edu.iqDepartment of Computer Techniques EngineeringImam Al-Kadhum College (IKC)Baghdad, IraqView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 05 Feb 2022
- Accepted:
- 05 Apr 2022
- Published Online:
- 15 Jul 2023
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JDMSC-1613
- Pages:
- 1207–1212
Abstract
Keywords
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References
[1] “Proceedings of the 9th International Conference on Computer Engineering and Networks”, Springer Science and Business Media LLC (2021).
[2] Zeng Jianbo, Li Baiyang. Exploring the problems and countermeasures of bank information security in the era of network big data [J]. Cyberspace Security, 11(9): 90-93 (2020).
[3] Ekin Ekinci, Sevinç İlhan Omurca. “ConceptLDA: Incorporating Babelfy into LDA for aspect extraction”, Journal of Information Science (2019).
[4] Fan Zhang, Hui Jiang, Minghuan Wu, Jianchun Peng. “Consensus-Based Distributed Optimization of Generation Dispatch of Multi-Area AC Systems Interconnected by DC Lines”, IOS Press (2021).
[5] Damir Korenčić, Strahil Ristov, Jan Šnajder. “Document-based topic coherence measures for news media text”, Expert Systems with Applications (2018).
[6] Graovac J, Kovacevic J, Pavlovic-Lazetic G. Hierarchical vs. flat n-gram-based text categorization: Can we do better? [J]. Computer Science and Information Systems, 14(1):103-121 (2017).
[7] Kazuki Komatsu, Yuichi Miyaji, Hideyuki Uehara. “Iterative Nonlinear SelfInterference Cancellation for In-Band FullDuplex Wireless Communications Under Mixer Imbalance and Amplifier Nonlinearity”, IEEE Transactions on Wireless Communications (2020).
[8] Blei DM, Ng A Y. Jordan M I. Latent Dirichlet Allocation[J]. Journal of Machine Learning Research, 3 : 601-608 (2003).
[9] Meyerovitch T. Gibbs and equilibrium measures for some families of subshifts [J]. Ergodic Theory and Dynamical Systems, 33(3) : 934-953 (2012).
[10] Maimaiti Ayifu, Wushouer Slamu, Palitan Muhetar, Yang Wenzhong. Uyghur sentiment classification based on LDA and deep neural network [J]. Computer Simulation, 36(10) : 194-204 (2019).
[11] Mao Ling. Research on text topic mining based on LDA [D]. Wuhan: Huazhong University of Science and Technology (2018).
[12] R. Li, S. Su, G. Wang, J. Qu, Y. Cao. “Rail transit fault text classification based on the latent dirichlet allocation”, 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) (2021).
[13] Shubham Sharma & Ahmed J. Obaid, Mathematical modelling, analysis and design of fuzzy logic controller for the control of ventilation systems using MATLAB fuzzy logic toolbox, Journal of Interdisciplinary Mathematics, 23:4, 843-849 (2020), DOI: 10.1080/09720502.2020.1727611.




