Ethical Considerations in QAnon Authorship Attribution Research
7 Dec 2024
This portion adheres to ethical guidelines, protects privacy, and ensures data reproducibility while analyzing QAnon authorship with public materials.
Rolling Stylometry and Machine Learning Analyzes QAnon Texts Patterns
7 Dec 2024
Using rolling stylometry and machine learning to analyze QAnon texts, identifying stylistic shifts and attributing authorship through linguistic features.
Analyzing QDrops Texts shows Distinct Linguistic Features than Traditional Ones
7 Dec 2024
This section tackles the challenges of attributing authorship to Q drops, a unique genre with distinct linguistic features that complicate traditional analysis.
QAnon Text Analysis shows Imbalanced Datasets and Generic differences
7 Dec 2024
This section addresses imbalanced datasets and generic differences in QAnon text analysis, creating large and controlled subcorpora for machine-learning models.
Addressing Quotations and Copy-Paste in QAnon Authorship Attribution
7 Dec 2024
This section employs algorithms to detect and remove shared quotations in QAnon texts, mitigating biases and ensuring accurate authorship profiling.
Challenges in Building a QAnon Authorship Corpus
7 Dec 2024
This section highlights the challenges of building a reliable text corpus for QAnon authorship analysis due to deleted accounts and limited archival data.
Linguistic Analysis Reveals Authorship Changes and Collaboration in QDrop Posts
7 Dec 2024
This sectionhighlights Ron W. and Paul F. as key QDrop authors, explores collaborative patterns, and discusses limitations in identifying contributors to QAnon.
Machine Learning and Linguistic Profiles Sheds Light on Q's Possible Authors
7 Dec 2024
Machine learning identifies linguistic patterns in QAnon texts, suggesting key authors like Ron W. and Paul F., and uncovering distinct writing styles.
Stylometry Reveals Clues About the Authorship Behind QAnon
7 Dec 2024
Using stylometric analysis, this part explores the linguistic signatures of QAnon texts, revealing potential multiple authors & new insights into their origins