Topological data analysis for fake news detection

• المؤلف الرئيسي: Deng, Ran
• مؤلفون آخرون: Fedor Duzhin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Science::Mathematics::Topology; Science::Mathematics::Statistics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/156821
• المؤسسة: Nanyang Technological University

This project aims to contribute to the under-researched field of topological data analysis (TDA) for text classification through the task of fake news detection. For this task, three individual models have been used: least absolute shrinkage and selection operator (LASSO) using 0th Dimensional Persi...