Mark Boukes

The Validity of Sentiment Analysis: Comparing Manual Annotation, Crowd-Coding, Dictionary Approaches, and Machine Learning Algorithms

Wouter van Atteveldt, Mariken Anna Catharina Geertruida van der Velden, Mark Boukes · Communication Methods and Measures · 2021 · 357 citations · Full text

Engineering, Machine Learning, Machine Learning Algorithms +24

News Avoidance during the Covid-19 Crisis: Understanding Information Overload

Kiki de Bruin, Yael de Haan, Rens Vliegenthart et al. · Digital Journalism · 2021 · 141 citations

Citizen Journalism, Public Opinion, Information Overload +20

The Softening of Journalistic Political Communication: A Comprehensive Framework Model of Sensationalism, Soft News, Infotainment, and Tabloidization

Lukas Otto, Isabella Glogger, Mark Boukes · Communication Theory · 2016 · 132 citations · Full text

Citizen Journalism, Public Opinion, News Distribution +28

What’s the Tone? Easy Doesn’t Do It: Analyzing Performance and Agreement Between Off-the-Shelf Sentiment Analysis Tools

Mark Boukes, Bob van de Velde, Theo Araujo et al. · Communication Methods and Measures · 2019 · 131 citations · Full text

Linking Survey and Media Content Data: Opportunities, Considerations, and Pitfalls

Claes H. de Vreese, Mark Boukes, Andreas Schuck et al. · Communication Methods and Measures · 2017 · 123 citations · Full text