@article{THESIS, recid = {3490}, author = {Wang, Miaohan}, title = {Sources Matter: A Comparison of Fake News Datasets on Linguistic Feature Performance}, publisher = {University of Chicago}, school = {M.A.}, address = {2021-12}, number = {THESIS}, abstract = {Current fake news detection models often use distinct datasets in their respective train/test processes. This thesis focuses on textual detection models and explores whether classification performance can be affected by in- and between-dataset biases. The result confirms that biases exist and impact the efficacy of detection models.}, url = {http://knowledge.uchicago.edu/record/3490}, doi = {https://doi.org/10.6082/uchicago.3490}, }