A Review of Image and Text Feature Extraction Methods in Fake News Detection Tasks

QR Code

A Review of Image and Text Feature Extraction Methods in Fake News Detection Tasks

With the high-speed development of multimedia technologies, news content is very rich, including not only text but also image information. One of the most essential approaches for detecting fake news is through content analysis. Feature extraction and representation are the crucial steps of the task...

Full description

Bibliographic Details
Published in:	Ingenierie des Systemes d'Information
Main Author:	Li F.; Rosli M.M.; Wang Y.
Format:	Review
Language:	English
Published:	International Information and Engineering Technology Association 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191560931&doi=10.18280%2fisi.290202&partnerID=40&md5=d07d5eb7999d2c74f47de42501988aee

Similar Items

Fake News Detection using Naive Bayes
by: Yuslee N.S.; Abdullah N.A.S.
Published: (2021)

Development of a machine learning algorithm for fake news detection
by: Abdullah N.A.S.; Rusli N.I.A.; Yuslee N.S.
Published: (2024)

Application of Multi-Modal Neural Networks in Verifying the Authenticity of News Text and Images
by: Li, et al.
Published: (2023)

Fake News Prediction Using Hybrid Model-Systematic Literature Review
by: Elias M.I.; Mahmud Y.; Mutalib S.; Kamaliah Kamarudin S.N.; Maskat R.; Rahman S.A.
Published: (2023)

Fake News Detection Regarding COVID-19 Tweets Using Machine Learning Approaches
by: Hussin M.H.; Mahmud Y.; Mohd Hanafiah N.I.; Azma Nasruddin Z.; Mohd Ariffin N.H.; Ince M.; Senel F.A.
Published: (2023)

THE ASSOCIATION BETWEEN FAKE NEWS AND SOCIAL MEDIA USERS’ ATTITUDE CHANGE: A STUDY ON THE INTERVENTION EFFECT OF NEWS MEDIA LITERACY
by: Cai M.; Hassan M.S.; Faizal S.B.
Published: (2024)

Image segmentation and feature extraction method for lung lesion detection in computed tomography images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Setumin S.; Karim N.K.A.; Sahimi F.A.; Ani A.I.C.
Published: (2023)

Factors of Information Literacy Preventing Fake News: A Case Study of Libraries in Developing Countries
by: Haque R.; Senathirajah A.R.B.S.; Qazi S.Z.; Afrin N.; Ahmed M.N.; Khalil M.I.
Published: (2024)

Visualizing stemming techniques on online news articles text analytics
by: Razmi N.A.; Zamri M.Z.; Ghazalli S.S.S.; Seman N.
Published: (2021)

Exploring feature selection and support vector machine in text categorization
by: Abdul-Rahman S.; Mutalib S.; Khanafi N.A.; Ali A.M.
Published: (2013)

Automated Generation of Chinese Text-Image Summaries Using Deep Learning Techniques
by: Xu, et al.
Published: (2023)

Image feature extraction algorithm based on visual information
by: Zhaosheng X.; Suzana A.; Zhongming L.; Xiuhong X.; Zhongqi X.
Published: (2023)

Harnessing Natural Language Processing for Mental Health Detection in Malay Text: A Review
by: Ahmad Z.; Maskat R.; Mohamed A.
Published: (2023)

A Review on Text-based CAPTCHA Breaking Based on Deep Learning Methods
by: Xing W.; Mohd M.R.S.; Johari J.; Ruslan F.A.
Published: (2023)

Multi-Modal Fusion for Multi-Task Fuzzy Detection of Rail Anomalies
by: Liyuan Y.; Osman G.; Abdul Rahman S.; Mustapha M.F.
Published: (2024)

Feasibility of text visualization in text steganalysis
by: Ab. Rauf R.H.; Jamal N.
Published: (2014)

Performance evaluation of generative adversarial networks for generating mugshot images from text description
by: Bahrum N.N.; Setumin S.; Othman N.A.; Maruzuki M.I.F.; Abdullah M.F.; Ani A.I.C.
Published: (2024)

Paper Cuttings Pattern Feature Extraction Based on Machine Vision
by: Chen J.; Wang K.; Daud W.S.A.W.M.
Published: (2024)

Text classification on user feedback: a systematic literatures review
by: Sidek Z.; Ahmad S.S.S.; Kumar Y.J.; Teo N.H.I.
Published: (2024)

A review on features and methods of potential fishing zone
by: Ya’acob N.; Dzulkefli N.N.S.N.; Aziz M.A.A.; Yusof A.L.; Umar R.
Published: (2024)

YOLO Algorithm with Hybrid Attention Feature Pyramid Network for Solder Joint Defect Detection
by: Li A.; Hamzah R.; Khatijah Nor Abdul Rahim S.; Gao Y.
Published: (2024)

A multi-agent framework for dynamic task assignment and delegation in task distribution
by: Khamees Itaiwi A.-M.; Ahmad M.S.; Abd Hamid N.H.; Jaafar N.H.; Mahmoud M.A.
Published: (2012)

Machine Learning-based Model for Enhanced Quantitative Precipitation Estimates (QPE) from Radar Images Extracted Features
by: Osman N.S.; Tahir W.
Published: (2023)

A systematic review of automated preprocessing, feature extraction and classification of cardiotocography
by: Al-yousif S.; Jaenul A.; Al-Dayyeni W.; Alamoodi A.; Jabori I.; Tahir N.M.; Alrawi A.A.A.; Cömert Z.; Al-shareefi N.A.; Saleh A.H.
Published: (2021)

Symmetry Detection in Autistic Adults Benefits from Local Processing in a Contour Integration Task
by: Subri S.; Palumbo L.; Gowen E.
Published: (2024)

Spectral analysis based brain imaging of normal, poor dyslexic, and capable dyslexic children in reading, writing and spelling task
by: Mohamad N.B.; Lee K.Y.; Mansor W.; Mahmoodin Z.; Che Wan Fadzal C.W.N.F.; Mohamad S.; Amirin S.
Published: (2014)

A Cognitive Deception Model for Generating Fake Documents to Curb Data Exfiltration in Networks during Cyber-Attacks
by: Taofeek O.T.; Alawida M.; Alabdulatif A.; Omolara A.E.; Abiodun O.I.
Published: (2022)

Lung lesion identification using geometrical feature and optical flow method from computed tomography scan images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Ani A.I.C.
Published: (2023)

The Features of TikTok Viral Video Advertising: A Systematic Review
by: Wang Y.; Mohamed Salim N.A.; Subri S.; Zhang X.; Zhu M.
Published: (2023)

Segmentation and features extraction of Malaysian herbs leaves
by: Halim S.A.; Hadi N.A.; Mat Lazim N.S.
Published: (2021)

Dual-feature CNN-SVM method for breast mass tissue abnormality classification on digital mammography images adapted to breast density
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2023)

Detection of subtle white matter lesions in MRI through texture feature extraction and boundary delineation using an embedded clustering strategy
by: Ong K.; Young D.M.; Sulaiman S.; Shamsuddin S.M.; Mohd Zain N.R.; Hashim H.; Yuen K.; Sanders S.J.; Yu W.; Hang S.
Published: (2022)

Computer-Aided Design on Image Detection: A Chronology Review
by: Mahmud M.; Mustafa W.A.; Wahab A.F.
Published: (2023)

FPGA-BASED EDGE DETECTION TECHNIQUE WITH IMAGE FILTERS ENHANCEMENT
by: Rosli M.R.; Mohd Hassan S.L.; Abdul Halim I.S.; Abdullah N.E.; Ab Rahim A.A.
Published: (2021)

Characterization of cellulose bridging pattern in transformer oil using feature extraction technique
by: Mustafa N.B.A.; Ramasamy I.D.; Nordin F.H.; Ali N.H.N.; Zainuddin H.; Daud M.M.
Published: (2022)

Local Feature Descriptor Based on Directional Structure Map for Improving the Hotspot Detection in the Multispectral Aerial Image of a Large-Scale PV System
by: Tan L.V.; Jadin M.S.; Osman M.K.; Bakar M.S.; Islam M.I.; Al Mansur A.; Ul Haq M.A.
Published: (2024)

The impact of task characteristics on the performance of nursing teams
by: Ahmad Zawawi A.; Nasurdin A.M.
Published: (2017)

Binary particle swarm optimization for feature selection in detection of infants with hypothyroidism
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2011)

Malware Detection Using Static Analysis in Android: a review of FeCO (Features, Classification, and Obfuscation)
by: Jusoh R.; Firdaus A.; Anwar S.; Osman M.Z.; Darmawan M.F.; Razak M.F.A.
Published: (2021)

News Reporting on Religious Issues: Malaysian Media Practitioners’ Perspective
by: Sabri S.A.; Abdullah Z.
Published: (2022)