CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Using Deep Learning to Avoid Fake News in Newspaper

by Sam M. K.
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 184 - Number 30
Year of Publication: 2022
Authors: Sam M. K.
10.5120/ijca2022922369

Sam M. K. . Using Deep Learning to Avoid Fake News in Newspaper. International Journal of Computer Applications. 184, 30 ( Oct 2022), 39-44. DOI=10.5120/ijca2022922369

@article{ 10.5120/ijca2022922369,
author = { Sam M. K. },
title = { Using Deep Learning to Avoid Fake News in Newspaper },
journal = { International Journal of Computer Applications },
issue_date = { Oct 2022 },
volume = { 184 },
number = { 30 },
month = { Oct },
year = { 2022 },
issn = { 0975-8887 },
pages = { 39-44 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume184/number30/32507-2022922369/ },
doi = { 10.5120/ijca2022922369 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T01:22:49.852876+05:30
%A Sam M. K.
%T Using Deep Learning to Avoid Fake News in Newspaper
%J International Journal of Computer Applications
%@ 0975-8887
%V 184
%N 30
%P 39-44
%D 2022
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Nowadays, social media activity, particularly the news that spreads across the network, is a tremendous source of knowledge. People are drawn to the internet because of its ease of use, speedy dissemination of information, and lack of effort required to access it. Twitter's status as one of the most prominent sources of continuous news also makes it one of the most dominating media for disseminating news. Spreading rumors has been shown to inflict significant damage in the past. As a rule, users of web-based networking media tend to be trusting of the services they access. To maintain a healthy online media and informal organization, it is essential to automate the detection of fake news. When it comes to automated forged news detection in Twitter datasets.

References
  1. El-Kenawy, El-Sayed M., Abdelhameed Ibrahim, Seyedali Mirjalili, Marwa Metwally Eid, and Sherif E. Hussein. "Novel feature selection and voting classifier algorithms for COVID-19 classification in CT images." IEEE access 8 (2020): 179317-179335.
  2. Hassib, Eslam, Ali El-Desouky, Labib Labib, and El-Sayed M. El-Kenawy. "WOA+ BRNN: An imbalanced big data classification framework using Whale optimization and deep neural network." Soft Computing 24, no. 8 (2020): 5573-5592.
  3. El-Kenawy, El-Sayed M., Marwa Metwally Eid, Mohamed Saber, and Abdelhameed Ibrahim. "MbGWO-SFS: Modified binary grey wolf optimizer based on stochastic fractal search for feature selection." IEEE Access 8 (2020): 107635-107649.
  4. El-Kenawy, El-Sayed, and Marwa Eid. "Hybrid gray wolf and particle swarm optimization for feature selection." Int. J. Innov. Comput. Inf. Control 16, no. 3 (2020): 831-844.
  5. Hassan, Hala, Ali Ibrahim El-Desouky, Abdelhameed Ibrahim, El-Sayed M. El-Kenawy, and Reham Arnous. "Enhanced QoS-based model for trust assessment in cloud computing environment." IEEE Access 8 (2020): 43752-43763.
  6. Das, Kajaree, and Rabi Narayan Behera. "A survey on machine learning: concept, algorithms and applications." International Journal of Innovative Research in Computer and Communication Engineering 5, no. 2 (2017): 1301-1309.
  7. Hassib, Eslam Mohsen, Ali Ibrahim El-Desouky, El-Sayed M. El-Kenawy, and Sally M. El-Ghamrawy. "An imbalanced big data mining framework for improving optimization algorithms performance." IEEE Access 7 (2019): 170774-170795.
  8. El-kenawy, E. S. M. T. "Solar radiation machine learning production depend on training neural networks with ant colony optimization algorithms." International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE) 7, no. 5 (2018): 1-4.
  9. El-Kenawy, El-Sayed M. Towfek, Ali Ibraheem El-Desoky, and Amany M. Sarhan. "A bidder strategy system for online auctions trust measurement." International Journal of Strategic Information Technology and Applications (IJSITA) 5, no. 3 (2014): 37-47.
  10. Fouad, Mohamad M., Ali Ibrahim El-Desouky, Rami Al-Hajj, and El-Sayed M. El-Kenawy. "Dynamic group-based cooperative optimization algorithm." IEEE Access 8 (2020): 148378-148403.
  11. El-Kenawy, El-Sayed M., Seyedali Mirjalili, Abdelhameed Ibrahim, Mohammed Alrahmawy, Mohammed El-Said, Rokaia M. Zaki, and Marwa Metwally Eid. "Advanced meta-heuristics, convolutional neural networks, and feature selectors for efficient COVID-19 X-ray chest image classification." Ieee Access 9 (2021): 36019-36037.
  12. El-kenawy, E. S. M. T. "A Machine Learning Model for Hemoglobin Estimation and Anemia Classification." International Journal of Computer Science and Information Security (IJCSIS) 17, no. 2 (2019): 100-108.
  13. El-Knawy, El-Sayed M. Towfek, and Ali Ibraheem El-Desoky. "Trust measurement for online auctions: proposal of new model." INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 12, no. 2 (2016): 385-394.
  14. El-kenawy, E. S. M., Ali Ibraheem El-Desoky, and Mohamed F. Al-rahamawy. "Distributing Graphic Rendering using Grid Computing with Load Balancing." International Journal of Computer Applications 975 (2012): 888.
  15. Saber, Mohamed, and E. M. Elkenawy. "Design and implementation of accurate frequency estimator depend on deep learning." International Journal of Engineering & Technology 9, no. 2 (2020): 367-377.
  16. Arnous, Reham, E. S. M. T. El-kenawy, and M. Saber. "A Proposed Routing Protocol for Mobile Ad Hoc Networks." Int. J. Comput. Appl 975 (2019): 8887.
  17. El-Sayed Towfek, M. "El-kenawy. Trust Model for Dependable File Exchange in Cloud Computing." International Journal of Computer Applications 180, no. 49 (2018): 22-27.
  18. El-sayed, M., Ali Ibraheem El-Desoky, and Amany M. Sarhan. "A bidder behavior learning intelligent system for trust measurement." International Journal of Computer Applications 89, no. 8 (2014).
  19. Ghoneim, Sherif SM, Tamer Ahmed Farrag, A. Ali Rashed, El-Sayed M. El-Kenawy, and Abdelhameed Ibrahim. "Adaptive dynamic meta-heuristics for feature selection and classification in diagnostic accuracy of transformer faults." IEEE Access 9 (2021): 78324-78340.
  20. Ibrahim, Abdelhameed, Hesham Arafat Ali, Marwa M. Eid, and El-Sayed M. El-kenawy. "Chaotic Harris hawks optimization for unconstrained function optimization." In 2020 16th International Computer Engineering Conference (ICENCO), pp. 153-158. IEEE, 2020.
  21. Ibrahim, Abdelhameed, and El-Sayed M. El-kenawy. "Image segmentation methods based on superpixel techniques: A survey." Journal of Computer Science and Information Systems 15, no. 3 (2020): 1-11.
  22. El-Sayed Towfek, M., and M. Saber El-kenawy. "Reham Arnous. An Integrated Framework to Ensure Information Security Over the Internet." International Journal of Computer Applications 178, no. 29 (2019): 13-15.
  23. Ibrahim, Abdelhameed, and El-Sayed M. El-kenawy. "Applications and datasets for superpixel techniques: A survey." Journal of Computer Science and Information Systems 15, no. 3 (2020): 1-6.
  24. El-Kenawy, El-Sayed M., Marwa Eid, and Alshimaa H. Ismail. "A New Model for Measuring Customer Utility Trust in Online Auctions." International Journal of Computer Applications 975: 8887.
  25. El-Kenawy, El-Sayed M., Seyedali Mirjalili, Sherif SM Ghoneim, Marwa Metwally Eid, Mohammed El-Said, Zeeshan Shafi Khan, and Abdelhameed Ibrahim. "Advanced ensemble model for solar radiation forecasting using sine cosine algorithm and Newton’s laws." IEEE Access 9 (2021): 115750-115765.
  26. El-kenawy, El-Sayed M., Marwa M. Eid, and Abdelhameed Ibrahim. "Anemia estimation for covid-19 patients using a machine learning model." Journal of Computer Science and Information Systems 17, no. 11 (2021): 2535-1451.
  27. Hussien, Hussien Rezk, El-Sayed M. El-Kenawy, and Ali I. El-Desouky. "EEG channel selection using a modified grey wolf optimizer." European Journal of Electrical Engineering and Computer Science 5, no. 1 (2021): 17-24.
  28. Ibrahim, Abdelhameed, Seyedali Mirjalili, Mohammed El-Said, Sherif SM Ghoneim, Mosleh M. Al-Harthi, Tarek F. Ibrahim, and El-Sayed M. El-Kenawy. "Wind speed ensemble forecasting based on deep learning using adaptive dynamic optimization algorithm." IEEE Access 9 (2021): 125787-125804.
  29. El-kenawy, El-Sayed M., Hattan F. Abutarboush, Ali Wagdy Mohamed, and Abdelhameed Ibrahim. "Advance artificial intelligence technique for designing double T-shaped monopole antenna." CMC-COMPUTERS MATERIALS & CONTINUA 69, no. 3 (2021): 2983-2995.
  30. Salamai, Abdullah Ali, El-Sayed M. El-kenawy, and Ibrahim Abdelhameed. "Dynamic voting classifier for risk identification in supply chain 4.0." CMC-COMPUTERS MATERIALS & CONTINUA 69, no. 3 (2021): 3749-3766.
  31. Eid, Marwa M., El-Sayed M. El-kenawy, and Abdelhameed Ibrahim. "A binary sine cosine-modified whale optimization algorithm for feature selection." In 2021 National Computing Colleges Conference (NCCC), pp. 1-6. IEEE, 2021.
  32. Eid, Marwa M., and M. El-Sayed. "El-kenawy, and Abdelhameed Ibrahim." An Advanced Patient Health Monitoring System."." Journal of Computer Science and Information Systems 17.
  33. El-kenawy, El-Sayed M., Marwa M. Eid, and Abdelhameed Ibrahim. "Automatic identification from noisy microscopic images." Journal of Computer Science and Information Systems 17, no. 11 (2021).
  34. Alharbi, Manal SF, and El-Sayed M. El-kenawy. "Optimize machine learning programming algorithms for sentiment analysis in social media." International Journal of Computer Applications 174, no. 25 (2021): 38-43.
  35. El-kenawy, E. S. M. T. "Trust Model for Dependable File Exchange in Cloud Computing." International Journal of Computer Applications 975 (2018): 8887.
  36. Alharbi, Manal SF, and El-Sayed M. El-kenawy. "Recommendation System for Analyzing the Preference Data of the Multimedia Software Tools in Education." (2021).
  37. Ibrahim, Abdelhameed, H. Abutarboush, A. Mohamed, Mohamad Fouad, and E. El-kenawy. "An optimized ensemble model for prediction the bandwidth of metamaterial antenna." CMC-Computers, Materials & Continua 71, no. 1 (2022): 199-213.
  38. Eid, Marwa M., and M. El-Sayed. "El-kenawy, and Abdelhameed Ibrahim." A Fast Real-Time Video Encryption/Decryption Technique Based on Hybrid Chaotic Maps."." Journal of Computer Science and Information Systems 18.
  39. El-Kenawy, El-Sayed M., Seyedali Mirjalili, Fawaz Alassery, Yu-Dong Zhang, Marwa Metwally Eid, Shady Y. El-Mashad, Bandar Abdullah Aloyaydi, Abdelhameed Ibrahim, and Abdelaziz A. Abdelhamid. "Novel Meta-Heuristic Algorithm for Feature Selection, Unconstrained Functions and Engineering Problems." IEEE Access 10 (2022): 40536-40555.
  40. El Sayed, M., Abdelhameed Ibrahim, Seyedali Mirjalili, Yu Dong Zhang, Shaima Elnazer, and Rokaia M. Zaki. "Optimized ensemble algorithm for predicting metamaterial antenna parameters." Computers, Materials and Continua 71, no. 2 (2022): 4989-5003.
  41. El-Kenawy, El-Sayed M., Abdelhameed Ibrahim, Nadjem Bailek, Kada Bouchouicha, Muhammed A. Hassan, Basharat Jamil, and Nadhir Al-Ansari. "Hybrid ensemble-learning approach for renewable energy resources evaluation in Algeria." Computers, Materials & Continua 71, no. 3 (2022): 5837-5854.
  42. Takieldeen, Ali E., El-Sayed M. El-kenawy, Mohammed Hadwan, and Rokaia M. Zaki. "Dipper throated optimization algorithm for unconstrained function and feature selection." Comput., Mater. Continua 72, no. 1 (2022): 1465-1481.
  43. Abdelhamid, Abdelaziz A., El-Sayed M. El-Kenawy, Bandar Alotaibi, Ghada M. Amer, Mahmoud Y. Abdelkader, Abdelhameed Ibrahim, and Marwa Metwally Eid. "Robust Speech Emotion Recognition Using CNN+ LSTM Based on Stochastic Fractal Search Optimization Algorithm." IEEE Access 10 (2022): 49265-49284.
  44. Samee, Nagwan Abdel, El-Sayed M. El-Kenawy, Ghada Atteia, Mona M. Jamjoom, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Noha E. El-Attar, Tarek Gaber, Adam Slowik, and Mahmoud Y. Shams. "Metaheuristic Optimization Through Deep Learning Classification of COVID-19 in Chest X-Ray Images." Comput. Mater. Contin. 73 (2022): 4193.
  45. Khafaga, Doaa Sami, Amel Ali Alhussan, El-Sayed M. El-kenawy, Abdelhameed Ibrahim, Said H. Abd Elkhalik, Y. Shady, and Abdelaziz A. Abdelhamid. "Improved Prediction of Metamaterial Antenna Bandwidth Using Adaptive Optimization of LSTM."
  46. Ibrahim, Abdelhameed, Hesham Arafat Ali, Marwa M. Eid, and M. El-Sayed. "El-kenawy." Chaotic Harris Hawks Optimization for Unconstrained Function Optimization."." In 2020 16th International Computer Engineering Conference (ICENCO), pp. 153-158.
  47. Moudani, Walid, Grace Zaarour, and M. El-Sayed. "Towfek El-Kenawy, Ali Ibraheem El-Desoky, Amany M. Sarhan, Mona FM Mursi, and Hossam Eldin H. Ahmed."." International Journal of Strategic Information Technology and Applications.
  48. Eid, Marwa M., and M. El-Sayed. "El-kenawy, and Abdelhameed Ibrahim."." A New Hybrid Video Encryption Technique Based on Chaos Cryptography.
  49. Elbeltagi, Ahmed, Bilel Zerouali, Nadjem Bailek, Kada Bouchouicha, Chaitanya Pande, Celso Augusto Guimarães Santos, Towfiqul Islam, Abueza Reza Md, Nadhir Al-Ansari, and El-Sayed M. El-kenawy. "Optimizing hyperparameters of deep hybrid learning for rainfall prediction: a case study of a Mediterranean basin." Arabian Journal of Geosciences 15, no. 10 (2022): 1-14.
  50. El Sayed, M., Seyedali Mirjalili, Abdelhameed Ibrahim, Mohammed Alrahmawy, M. El-Said, Rokaia M. Zaki, and Marwa Metwally Eid. "Advanced meta-heuristics, convolutional neural networks, and feature selectors for efficient COVID-19 X-ray chest image classification." IEEE Access 9 (2021): 36019-36037.
  51. Salamai, Abdullah Ali, Ather Abdulrahman Ageeli, and El-Sayed M. El-kenawy. "Forecasting E-Commerce Adoption Based on Bidirectional Recurrent Neural Networks." CMC-COMPUTERS MATERIALS & CONTINUA 70, no. 3 (2022): 5091-5106.
  52. El-Kenawy, El-Sayed M., Seyedali Mirjalili, Abdelaziz A. Abdelhamid, Abdelhameed Ibrahim, Nima Khodadadi, and Marwa M. Eid. "Meta-Heuristic Optimization and Keystroke Dynamics for Authentication of Smartphone Users." Mathematics 10, no. 16 (2022): 2912.
  53. Al-Mahdawi, Hassan K. Ibrahim, Hussein Alkattan, Mostafa Abotaleb, Ammar Kadi, and El-Sayed M. El-kenawy. "Updating the Landweber Iteration Method for Solving Inverse Problems." Mathematics 10, no. 15 (2022): 2798.
  54. Alhussan, Amel Ali, Doaa Sami Khafaga, El-Sayed M. El-kenawy, Abdelhameed Ibrahim, Marwa M. Eid, and Abdelaziz A. Abdelhamid. "Pothole and Plain Road Classification Using Adaptive Mutation Dipper Throated Optimization and Transfer Learning for Self Driving Cars." IEEE Access (2022).
  55. Nijhawan, Rahul, Sharik Ali Ansari, Sunil Kumar, Fawaz Alassery, and Sayed M. El-Kenawy. "Gun identification from gunshot audios for secure public places using transformer learning." Scientific reports 12, no. 1 (2022): 1-10.
  56. Khafaga, Doaa Sami, Amel Ali Alhussan, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, and Abdelaziz A. Abdelhamid. "Solving Optimization Problems of Metamaterial and Double T-Shape Antennas Using Advanced Meta-Heuristics Algorithms." IEEE Access 10 (2022): 74449-74471.
  57. El-Kenawy, El-Sayed M., Bilel Zerouali, Nadjem Bailek, Kada Bouchouich, Muhammed A. Hassan, Javier Almorox, Alban Kuriqi, and Marwa Eid. "Improved weighted ensemble learning for predicting the daily reference evapotranspiration under the semi-arid climate conditions." Environmental Science and Pollution Research (2022): 1-21.
  58. El-kenawy, El-Sayed M., Zeeshan Shafi Khan, Abdelhameed Ibrahim, Bandar Abdullah Aloyaydi, Hesham Arafat Ali, and Ali E. Takieldeen. "Metaheuristic Optimization for Mobile Robot Navigation Based on Path Planning."
  59. Khafaga, Doaa Sami, Amel Ali Alhussan, El-Sayed M. El-kenawy, Ali E. Takieldeen, Tarek M. Hassan, Ehab A. Hegazy, Elsayed Abdel Fattah Eid, Abdelhameed Ibrahim, and Abdelaziz A. Abdelhamid. "Meta-heuristics for Feature Selection and Classification in Diagnostic Breast Cancer."
  60. Eid, Marwa M., El-Sayed M. El-kenawy, and Abdelhameed Ibrahim. "A New Hybrid Video Encryption Technique Based on Chaos Cryptography."
  61. Shoreh, A. A. H., N. V. Kuznetsov, T. N. Mokaev, V. O. Nyangaresi, S. O. Abeka, A. J. Rodrigues, A. Ibrahim, H. A. Ali, M. M. Eid, and E. S. M. El-Kenawy. "16TH INTERNATIONAL COMPUTER ENGINEERING CONFERENCE, ICENCO 2020." (2020).
  62. Moudani, Walid, Grace Zaarour, El-Sayed M. Towfek El-Kenawy, Ali Ibraheem El-Desoky, Amany M. Sarhan, Mona FM Mursi, and Hossam Eldin H. Ahmed. "International Journal of Strategic Information Technology and Applications."
  63. El-kenawy, El-Sayed M., Marwa M. Eid, and Abdelhameed Ibrahim. "Automatic Identification of Human Sperms from Noisy Microscopic Images."
  64. D. S. Khafaga, E. M. El-kenawy, F. K. Karim, S. Alshetewi, A. Ibrahim et al., "Optimized weighted ensemble using dipper throated optimization algorithm in metamaterial antenna," Computers, Materials & Continua, vol. 73, no.3, pp. 5771–5788, 2022.
  65. A. Ali Alhussan, E. M. El-kenawy, H. Nasser AlEisa, M. El-SAID, S. A. Ward et al., "Optimization ensemble weights model for wind forecasting system," Computers, Materials & Continua, vol. 73, no.2, pp. 2619–2635, 2022.
  66. D. Sukheja, J. A. Shah, G. Madhu, K. Sandeep Kautish, F. A. Alghamdi et al., "New decision-making technique based on hurwicz criteria for fuzzy ranking," Computers, Materials & Continua, vol. 73, no.3, pp. 4595–4609, 2022.
  67. D. S. Khafaga, E. M. El-kenawy, F. K. Karim, S. Alshetewi, A. Ibrahim et al., "Optimized weighted ensemble using dipper throated optimization algorithm in metamaterial antenna," Computers, Materials & Continua, vol. 73, no.3, pp. 5771–5788, 2022.
  68. H. Nasser AlEisa, E. M. El-kenawy, A. Ali Alhussan, M. Saber, A. A. Abdelhamid et al., "Transfer learning for chest x-rays diagnosis using dipper throated algorithm," Computers, Materials & Continua, vol. 73, no.2, pp. 2371–2387, 2022.
  69. Hrudaya Kumar Tripathy , Sunday Adeola Ajagbe , El-Sayed M. El-Kenawy,Sustainable Management for the Architectural Heritage in Intelligent Cities using MCDM methods, Journal of Intelligent Systems and Internet of Things,Vol. 6 ,No. 1 ,(2022): 41-58 (Doi   :  https://doi.org/10.54216/JISIoT.060104)
  70. E. -S. M. El-Kenawy, M. M. Eid, A. A. Abdelhamid, A. Ibrahim, A. E. Takieldeen and S. H. A. Elkhalik, "Hybrid Particle Swarm and Gray Wolf optimization for Prediction of Appliances in Low-Energy Houses," 2022 International Telecommunications Conference (ITC-Egypt), 2022, pp. 1-5, doi: 10.1109/ITC-Egypt55520.2022.9855690.
Index Terms

Computer Science
Information Sciences

Keywords

Newspaper Media Artificial Intelligence Fake News Twitter social media Data quality

Powered by PhDFocusTM