Accepted papers
Greasing the wheels for comparative communication research
Authors: Fabienne Lind, Tobias Heidenreich, Christoph Kralj, Hajo G. Boomgaarden
Code: https://github.com/Christoph/MultilingualTextAnalysis
SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3840747
OSF (online appendix): https://osf.io/vumh5/
APL: A Python Library for Computational Aesthetic Analysis of Visual Media in Social Science Research
Author: Yilang Peng
Code: https://github.com/yilangpeng/Athec
SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3899662
MARMOT: A Deep Learning Framework for Constructing Multimodal Representations for Vision-and-Language Tasks
Authors: Patrick Y. Wu, Walter R. Mebane, Jr.
Code: https://github.com/patrickywu/MARMOT
Preprint: https://arxiv.org/abs/2109.11526
Age and Gender Representation on German TV: A Longitudinal Computational Analysis.
Authors: Pascal Jürgens, Christine E. Meltzer, Michael Scharkow
Preprint, Data and Code: https://osf.io/9kzac
Visual Framing of Social Science Conspiracy Videos: Integrating Machine Learning with Communication Theories to Study the Use of Color and Brightness
Authors: Kaiping Chen, Sang Jung Kim, Sebastina Raschka, Qiantong Gao
Preprint: https://arxiv.org/abs/2102.01163
Code: https://github.com/LynetteGao/image_as_data
Fifteen Seconds of Fame: TikTok and the Supply Side of Social Video
Authors: Benjamin Guinaudeau, Kevin Munger, Fabio Votta
Preprint: https://osf.io/zvq8w/
Code: https://osf.io/c4xq3/
CCR Working Papers
As explained in our review policy, we encourage authors to publish a preprint of their manuscript once we reach the "intend to publish" stage. Below are preprints of the papers that are currently under review that we intend to publish assuming that any outstanding issues are resolved. Please note that these papers are not accepted yet and there is no guarantee that they will be eventually published in this journal.
The 4CAT Capture and Analysis Toolkit: A Modular Tool for Transparent and Traceable Social Media Research
Authors: Stijn Peeters, Sal Hagen
SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3914892