Deep vs. Shallow: A Comparative Study of Machine Learning and Deep Learning Approaches for Fake Health News Detection-Reference-Cited by-同舟云学术

Deep vs. Shallow: A Comparative Study of Machine Learning and Deep Learning Approaches for Fake Health News Detection

Published:2023 Issue: Volume:11 Page:79330-79340
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Mahara Tripti¹^ORCID,Josephine V. L. Helen²^ORCID,Srinivasan Rashmi²,Prakash Poorvi²,Algarni Abeer D.³,Verma Om Prakash⁴^ORCID

Affiliation:

1. Department of Research and Business Analytics, Prin L.N. Welingkar Institute of Management Development and Research, Karnataka, Bangalore, India

2. School of Business and Management, Christ University, Karnataka, Bangalore, India

3. Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia

4. Department of Instrumentation and Control Engineering, Dr. B. R. Ambedkar National Institute of Technology Jalandhar, Punjab, Jalandhar, India

Funder

Princess Nourah bint Abdulrahman University Researchers Supporting

Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/6287639/10005208/10192389.pdf?arnumber=10192389

Reference39 articles.

2. Using TF-IDF to determine word relevance in document queries;ramos;Proc 1st Instructional Conf Mach Learn,2003

3. Debunking health fake news with domain specific pre-trained model

4. EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks

5. A review on fake news detection 3T’s: typology, time of detection, taxonomies

Cited by 8 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Visual Feature Transfer in Reinforcement Learning: Robot Control Using Raw Images;2024 5th International Conference on Information Science, Parallel and Distributed Systems (ISPDS);2024-05-31

2. An Ensemble Method for Encountering Bogus News in Social Media: A Review;2024 International Conference on Social and Sustainable Innovations in Technology and Engineering (SASI-ITE);2024-02-23

3. DEPHIDES: Deep Learning Based Phishing Detection System;IEEE Access;2024

4. Automated Tool for Toxic Comments Identification on Live Streaming YouTube;Lecture Notes in Networks and Systems;2024

5. Implementing Ensemble Machine Learning Techniques for Fraud Detection in Blockchain Ecosystem;2023 2nd International Conference on Automation, Computing and Renewable Systems (ICACRS);2023-12-11