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Research Article
Detecting Fake News Article and Images by Using Machine Learning Algorithm
R. Nivethitha1
V. Sriram2
R. Subash3
D. Sundar Rajan4
K. Vimal Raj5
1Assistant Professor Department of Computer Science and Engineering, K.L.N. College of Engineering and Technology, Sivagangai, Tamilnadu, India. 2345 Final Year Students, Department of Computer Science and Engineering, K.L.N. College of Engineering and Technology, Sivagangai, Tamilnadu, India.
Published Online: November-December 2024
Pages: 24-27
Cite this article
No DOIReferences
1. Chaturvedi, S., Saxena, A., Gupta, A., & Alam, F. "Detecting Fake News using Machine Learning Algorithms," 2021 3rd International
Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2021, pp. 212-
216, doi: 10.1109/ICAC3N53548.2021.9725560.
2. Durga Lakshmi, V., & Sita Kumari, Ch. "Detection of Fake News using Machine Learning Models," International Journal of Computer
Applications, vol. 183, no. 47, Jan. 2022, pp. 22-27, doi: 10.5120/ijca2022921874J.
3. Gururaj, H. L., Lakshmi, H., Soundarya, B. C., Flammini, F., & Janhavi, V. "Machine Learning-Based Approach for Fake News
Detection," Journal of ICT Standardization, vol. 10, no. 4, pp. 509-530, 2022, doi: 10.13052/jicts2245-800X.1042.
4. Gupta, V., Mathur, R. S., Bansal, T., & Goyal, A. "Fake News Detection using Machine Learning," 2022 International Conference on
Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON), Faridabad, India, 2022, pp. 84-89, doi: 10.1109/COMITCON54601.2022.9850560.
5. Jarrah, M., Khalil, A., & Aldwairi, M. "Hybrid Neural Network Models for Detecting Fake News Articles," Hum-Cent Intell Syst, vol.
4, pp. 136–146, 2024, doi: 10.1007/s44230-023-00055-x.
6. Mandical, R. R., Mamatha, N., Shivakumar, N., Monica, R., & Krishna, A. N. "Identification of Fake News Using Machine Learning,"
2020 IEEE International Conference on Electronics, Computing and Communication, 2020.
7. Mridha, M. F., Keya, A. J., Hamid, M. A., Monowar, M. M., & Rahman, M. S. "A Comprehensive Review on Fake News Detection
with Deep Learning," in IEEE Access, vol. 9, pp. 156151-156170, 2021, doi: 10.1109/ACCESS.2021.3129329.
8. Park, M., & Chai, S. "Constructing a User-Centered Fake News Detection Model by Using Classification Algorithms in Machine
Learning Techniques," in IEEE Access, vol. 11, pp. 71517-71527, 2023, doi: 10.1109/ACCESS.2023.3294613.
9. Rahul R., Mandical, et al. “Identification of Fake News Using Machine Learning.” 2020 IEEE International Conference on Electronics,
Computing and Communication Technologies (CONECCT), 2020, pp. 1-6.
10. Sharma, D. K., & Garg, S. "Machine Learning Methods to Identify Hindi Fake News within Social Media," 2021 12th International
Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2021, pp. 1-6, doi:
10.1109/ICCCNT51525.2021.9580073.
11. Tanvir, A. A., Mahir, E. M., Akhter, S., & Huq, M. R. "Detecting Fake News using Machine Learning and Deep Learning Algorithms,"
2019 7th International Conference on Smart Computing & Communications (ICSCC), Sarawak, Malaysia, 2019, pp. 1-5, doi:
10.1109/ICSCC.2019.8843612.
Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2021, pp. 212-
216, doi: 10.1109/ICAC3N53548.2021.9725560.
2. Durga Lakshmi, V., & Sita Kumari, Ch. "Detection of Fake News using Machine Learning Models," International Journal of Computer
Applications, vol. 183, no. 47, Jan. 2022, pp. 22-27, doi: 10.5120/ijca2022921874J.
3. Gururaj, H. L., Lakshmi, H., Soundarya, B. C., Flammini, F., & Janhavi, V. "Machine Learning-Based Approach for Fake News
Detection," Journal of ICT Standardization, vol. 10, no. 4, pp. 509-530, 2022, doi: 10.13052/jicts2245-800X.1042.
4. Gupta, V., Mathur, R. S., Bansal, T., & Goyal, A. "Fake News Detection using Machine Learning," 2022 International Conference on
Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON), Faridabad, India, 2022, pp. 84-89, doi: 10.1109/COMITCON54601.2022.9850560.
5. Jarrah, M., Khalil, A., & Aldwairi, M. "Hybrid Neural Network Models for Detecting Fake News Articles," Hum-Cent Intell Syst, vol.
4, pp. 136–146, 2024, doi: 10.1007/s44230-023-00055-x.
6. Mandical, R. R., Mamatha, N., Shivakumar, N., Monica, R., & Krishna, A. N. "Identification of Fake News Using Machine Learning,"
2020 IEEE International Conference on Electronics, Computing and Communication, 2020.
7. Mridha, M. F., Keya, A. J., Hamid, M. A., Monowar, M. M., & Rahman, M. S. "A Comprehensive Review on Fake News Detection
with Deep Learning," in IEEE Access, vol. 9, pp. 156151-156170, 2021, doi: 10.1109/ACCESS.2021.3129329.
8. Park, M., & Chai, S. "Constructing a User-Centered Fake News Detection Model by Using Classification Algorithms in Machine
Learning Techniques," in IEEE Access, vol. 11, pp. 71517-71527, 2023, doi: 10.1109/ACCESS.2023.3294613.
9. Rahul R., Mandical, et al. “Identification of Fake News Using Machine Learning.” 2020 IEEE International Conference on Electronics,
Computing and Communication Technologies (CONECCT), 2020, pp. 1-6.
10. Sharma, D. K., & Garg, S. "Machine Learning Methods to Identify Hindi Fake News within Social Media," 2021 12th International
Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2021, pp. 1-6, doi:
10.1109/ICCCNT51525.2021.9580073.
11. Tanvir, A. A., Mahir, E. M., Akhter, S., & Huq, M. R. "Detecting Fake News using Machine Learning and Deep Learning Algorithms,"
2019 7th International Conference on Smart Computing & Communications (ICSCC), Sarawak, Malaysia, 2019, pp. 1-5, doi:
10.1109/ICSCC.2019.8843612.
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