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Artificial Intelligence for Cyber Countering Disinformation: monograph

By Olga Lozynska

Artificial Intelligence for Cyber Countering Disinformation: monograph Computer Science

Artificial Intelligence for Cyber Countering Disinformation: monograph

By Olga Lozynska

0 - Default Title
Description
The monograph is intended for specialists in cybersecurity, machine learning, computer linguistics, and artificial intelligence systems, as well as for those obtaining an educational and scientific level of higher education in information technology. The authors consider tools of natural language processing (NLP), machine learning, and deep learning, as well as big data analysis. The monograph presents the results of experiments using various models, including TF-IDF, transform embeddings, SVM and knowledge graphs. The research covers the identification of fake sources in social networks, the development of a set of criteria for detecting sources of disinformation, and the detection of hostile rhetoric, sarcasm and inauthentic behaviour of users in chats. The monograph is supported by the National Research Fund of Ukraine "Information system development for automatic detection of misinformation sources and inauthentic behaviour of chat users", project registration number 33/0012 from 3/03/2025 (2023.04/0012).
Product details
Binding:
Paperback
Number of Pages:
256
Release Date:
2025-09-10
Publication Date:
2025-09-10
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6202429879
ISBN13:
9786202429870
Weight:
399 g
Height:
150 cm
Width:
220 cm
Thickness:
16 cm
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