Machine Learning Research Methods for Identifying Inaccurate Content

Machine Learning Research Methods for Identifying Inaccurate Content

Social media, especially when disseminating news, is a valuable information resource. The paper presents methods for detecting fake news, comparing their effectiveness, identifying existing problems, and describes the vectors of further development of this research area. The paper begins with a desc...

Полное описание

Сохранить в:

Библиографические подробности
Главные авторы:	Lapina, M. A., Лапина, М. А., Lapin, V. A., Лапин, В. А., Bagautdinova, A. R.
Другие авторы:	Багаутдинова, А. Р.
Формат:	Статья
Язык:	English
Опубликовано:	Springer Science and Business Media Deutschland GmbH 2025
Темы:	Artificial intelligence Social networks Authenticity Data analysis Deception recognition Deep learning Facial expression Lie detection Fake news Machine learning Neural networks
Online-ссылка:	https://dspace.ncfu.ru/handle/123456789/30519
Метки:	Добавить метку Нет меток, Требуется 1-ая метка записи!

Схожие документы

Comparative Analysis and Development of Recommendations for the Use of Machine Learning Methods to Identify Network Traffic Anomalies in the Development of a Subsystem for User Behavioral Analysis
Автор: Govorova, S. V., и др.
Опубликовано: (2024)

Development of forecasting theory and methods for developing forecasts in electroenergetics
Автор: Tikhonov, E. E., и др.
Опубликовано: (2021)

Advancements in Sybil Attack Detection: A Comprehensive Survey of Machine Learning-Based Approaches in Wireless Sensor Networks
Автор: Lapina, M. A., и др.
Опубликовано: (2024)

Content-Based Product Recommendation Systems—Review
Автор: Lapina, M. A., и др.
Опубликовано: (2025)

Ensemble of Visual Transformer and Deep Neural Networks for Recognizing Sunflower Diseases from Photographs
Автор: Baboshina, V. A., и др.
Опубликовано: (2024)

Analysis of an Existing Method for Detecting Adversarial Attacks on Deep Neural Networks
Автор: Lapina, M. A., и др.
Опубликовано: (2024)

Perceptions of Neural Network Use in Higher Education: Case Study
Автор: Yesayan, M. L., и др.
Опубликовано: (2025)

Cloud Removal in Satellite Images Using a Generative Adversarial Approach
Автор: Nikolaev, E. I., и др.
Опубликовано: (2025)

Development of an Approach to Confidential Learning with Errors in the Design of Neural Networks
Автор: Bezuglova, E. S., и др.
Опубликовано: (2024)

Artificial Intelligence in Education and Training
Автор: Sidin, M. G., и др.
Опубликовано: (2025)

A new approach to training neural networks using natural gradient descent with momentum based on Dirichlet distributions
Автор: Abdulkadirov, R. I., и др.
Опубликовано: (2023)

Multimodal ensemble neural network system for skin cancer detection on heterogeneous dermatological data
Автор: Lyakhova, U. A., и др.
Опубликовано: (2024)

Enhancing Drone Detection via Transformer Neural Network and Positive–Negative Momentum Optimizers
Автор: Lyakhov, P. A., и др.
Опубликовано: (2025)

Physics-informed neural network model using natural gradient descent with Dirichlet distribution
Автор: Abdulkadirov, R. I., и др.
Опубликовано: (2025)

Neural network recognition system for video transmitted through a binary symmetric channel
Автор: Baboshina, V. A., и др.
Опубликовано: (2024)

Identification of Exploited Unreliable Account Passwords in the Information Infrastructure Using Machine Learning Methods
Автор: Babenko, M. G., и др.
Опубликовано: (2024)

Bidirectional Encoder representation from Image Transformers for recognizing sunflower diseases from photographs
Автор: Baboshina, V. A., и др.
Опубликовано: (2025)

Neural Network System for Recognizing Images Affected by Random-Valued Impulse Noise
Автор: Orazaev, A. R., и др.
Опубликовано: (2023)

Gamification and Game-Based Learning: A Systematic Review and Comparative Analysis
Автор: Lapina, M. A., и др.
Опубликовано: (2025)

Data Control in Distributed Self-organizing Sensor Network Under Speciffic Deployment Condition
Автор: Lapina, M. A., и др.
Опубликовано: (2024)

Investigation of Neural Network Methods for Error Detection and Correction in the Residue Number System
Автор: Lutsenko, V. V., и др.
Опубликовано: (2024)

Information security textbook
Автор: Fomin, D. V.

Machine Learning for Online Multiscale Model Reduction for Poroelasticity Problem in Heterogeneous Media
Автор: Tyrylgin, A. A., и др.
Опубликовано: (2025)

Neural network technologies in economics study aid
Автор: Kovalenko, A. V.

A Feature Selection Study on the Bot-IoT Dataset Using Ensemble Classification Techniques
Автор: Lapina, M. A., и др.
Опубликовано: (2024)

Partial learning using partially explicit discretization for multicontinuum/multiscale problems with limited observation: Language interactions simulation
Автор: Tyrylgin, A. A., и др.
Опубликовано: (2023)

Modernization of the Content of the Academic Discipline Based on the Analysis of the Digital Footprint
Автор: Drozdova, V. I., и др.
Опубликовано: (2025)

Application of Information Technologies in the Development and Implementation of Educational Programmes in the Field of Media Communications
Автор: Ezhova, E. N., и др.
Опубликовано: (2025)

Analysis of Modern Methods and Approaches Using It in Education and Pedagogy
Автор: Lapina, M. A., и др.
Опубликовано: (2025)

Flipped Classroom Strategy in Online Teaching: Challenges Faced by Higher Education Teachers
Автор: Lapina, M. A., и др.
Опубликовано: (2025)

Hardware and software implementation of neural network control of power systems based on the system of residual classes
Автор: Tikhonov, E. E., и др.
Опубликовано: (2020)

OSSA Scheduler: Opposition-Based Learning Salp Swarm Algorithm for Task Scheduling in Cloud Computing
Автор: Lapina, M. A., и др.
Опубликовано: (2024)

Online Teaching of Students of Pedagogical Courses by Teachers from Abroad
Автор: Konopko, E. A., и др.
Опубликовано: (2025)

Physics-Aware Machine Learning Approach for High-Precision Quadcopter Dynamics Modeling
Автор: Abdulkadirov, R. I., и др.
Опубликовано: (2025)

Augmented and Virtual Reality in Education
Автор: Kononov, M. N., и др.
Опубликовано: (2025)

Increasing Learning Motivation Through the Use of Educational and Technological Tools
Автор: Savelova, L. V., и др.
Опубликовано: (2025)

Big Data study aid
Автор: Cheremukhin, A. D.

Electronic Educational Resources in the Study of Humanities Disciplines in a Distance Learning Environment
Автор: Bagautdinova, A. R., и др.
Опубликовано: (2025)

Psychology and pedagogy study aid
Автор: Kalyuzhny, A. S.

Partial learning using partially explicit discretization for multicontinuum/multiscale problems. Fractured poroelastic media simulation
Автор: Tyrylgin, A. A., и др.
Опубликовано: (2023)