Publications

Books

• Wouter Van Atteveldt, Damian Trilling & Carlos Arcila (2021), Computational Analysis of Communication: A practical introduction to the analysis of texts, networks, and images with code examples in Python and R, Hoboken, NJ: Wiley-Blackwell
• Wouter Van Atteveldt (2008), Semantic Network Analysis: Techniques for Extracting, Representing, and Querying Media Content (dissertation), Charleston, SC: BookSurge
• Jan Kleinnijenhuis, Otto Scholten, Wouter Van Atteveldt, Anita Van Hoof, Andre Krouwel, Dirk Oegema, Jan De Ridder, Nel Ruigrok & Janet Takens (2007), Nederland vijfstromenland: De rol van media en stemwijzers bij de verkiezingen van 2006, Amsterdam: Bert Bakker

Journal Articles

• Palicki, S., Walter, S., van Atteveldt, W., Beazer, A., & Bravo, I. (2023). Selecting relevant documents for multilingual content analysis: An evaluation of keyword and semantic similarity search approaches. Computational Communication Research, 5(2), 1. https://doi.org/10.5117/CCR2023.2.5.PALI
• Laurer, M., van Atteveldt, W., Casas, A., & Welbers, K. (2023). Lowering the Language Barrier-: Investigating Deep Transfer Learning and Machine Translation for Multilingual Analyses of Political Texts. Computational Communication Research, 5(2), 1. https://doi.org/10.5117/CCR2023.2.7.LAUR
• Chan, C. H., Wessler, H., Jungblut, M., Welbers, K., Althaus, S., Bajjalieh, J., & van Atteveldt, W. (2023). Challenging the Global Cultural Conflict Narrative: An Automated Content Analysis on How PerPetrator Identity Shapes Worldwide News Coverage of Islamist and Right-Wing Terror Attacks. The International Journal of Press/Politics. https://doi.org/10.1177/19401612231157655
• Kroon, A., Welbers, K., Trilling, D., & van Atteveldt, W. (2023). Advancing Automated Content Analysis for a New Era of Media Effects Research: The Key Role of Transfer Learning. Communication Methods and Measures, 1-21. https://doi.org/10.1080/19312458.2023.2261372
• Pouwels, J. L., Araujo, T., van Atteveldt, W., Bachl, M., & Valkenburg, P. M. (2023). Integrating Communication Science and Computational Methods to Study Content-Based Social Media Effects. Communication Methods and Measures, 1-9. https://doi.org/10.1080/19312458.2023.2285766
• Laurer, M., van Atteveldt, W., Casas, A., & Welbers, K. (2022). Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI. Political Analysis, 1-33. https://doi.org/10.1017/pan.2023.20
• Wessler, H., Althaus, S. L., Chan, C. H., Jungblut, M., Welbers, K., & Van Atteveldt, W. (2022). Multiperspectival normative assessment: The case of mediated reactions to terrorism. Communication Theory, 32(3), 363-386. https://doi.org/10.1093/ct/qtab007
• Araujo, T., Ausloos, J., van Atteveldt, W., Loecherbach, F., Moeller, J., Ohme, J., … & Welbers, K. (2022). OSD2F: An open-source data donation framework. Computational Communication Research, 4(2), 372-387. https://doi.org/10.5117/CCR2022.2.001.ARAU
• Kasper Welbers, Wouter Van Atteveldt, Joe Bajjalieh, Dan Shalmon, Pradnyesh Joshi, Scott Althaus, Chung-Hong Chan, Hartmut Wessler & Marc Jungblut (2022), Linking event archives to news: a computational method for analyzing the gatekeeping process, Communication Methods and Measures, 16 (1), 59–78, doi.org/10.1080/19312458.2021.1953455
• Nicolas Mattis, Philipp Masur, Judith Möller & Wouter Van Atteveldt (2022), Nudging towards news diversity: A theoretical framework for facilitating diverse news consumption through recommender design, New Media \& Society, 14614448221104413, doi.org/10.1177/14614448221104413
• Abraham Bernstein, Claes Vreese, Natali Helberger, Wolfgang Schulz, Katharina Zweig, Christian Baden, Michael Beam, Marc Hauer, Lucien Heitz, Pascal Jürgens, Christian Katzenbach, Benjamin Kille, Beate Klimkiewicz, Wiebke Loosen, Judith Moeller, Goran Radanovic, Guy Shani, Nava Tintarev, Suzanne Tolmeijer, Wouter Van Atteveldt, Sanne Vrijenhoek & Theresa Zueger (2021), Diversity in News Recommendations, Dagstuhl Manifestos, 9 (1), 43–61, doi.org/doi.org/10.4230/DagMan.9.1.43
• Carlos Calderón, Wouter Van Atteveldt & Damian Trilling (2021), Métodos Computacionales y Big Data en la Investigación en Comunicación, Cuadernos.info, 49, I–IV, doi.org/10.7764/cdi.49.35333
• Chung-Hong Chan, Joseph Bajjalieh, Loretta Auvil, Hartmut Wessler, Scott Althaus, Kasper Welbers, Wouter Van Atteveldt & Marc Jungblut (2021), Four best practices for measuring news sentiment using ‘off-the-shelf’dictionaries: a large-scale p-hacking experiment, Computational Communication Research, 3, 1–27, doi.org/doi.org/10.5117/CCR2021.1.001.CHAN
• Kasper Welbers, Wouter Van Atteveldt & Jan Kleinnijenhuis (2021), Extracting semantic relations using syntax: An R package for querying and reshaping dependency trees, Computational Communication Research, 3 (2), 1–16, doi.org/doi.org/10.5117/CCR2021.2.003.WELB
• Wouter Van Atteveldt, Mariken van der Velden & Mark Boukes (2021), The validity of Sentiment Analysis, Communication Methods and Measures, 15 (2), 121-140, doi.org/10.1080/19312458.2020.1869198
• Wouter Van Atteveldt, Scott Althaus & Hartmut Wessler (2021), The Trouble with Sharing Your Privates: Pursuing Ethical Open Science and Collaborative Research across National Jurisdictions Using Sensitive Data, Political Communication, 38 (1-2), 192-198
• Chung-Hong Chan, Hartmut Wessler, Eike Rinke, Kasper Welbers, Wouter Van Atteveldt & Scott Althaus (2020), How Combining Terrorism, Muslim, and Refugee Topics Drives Emotional Tone in Online News: A Six-Country Cross-Cultural Sentiment Analysis, International Journal of Communication, 14, 3569–3594
• Chung-Hong Chan, Jing Zeng, Hartmut Wessler, Marc Jungblut, Kasper Welbers, Joseph Bajjalieh, Wouter Atteveldt & Scott Althaus (2020), Reproducible Extraction of Cross-lingual Topics (rectr), Communication Methods and Measures, 14 (4), 285–305, doi.org/10.1080/19312458.2020.1812555
• Felicia Loecherbach, Judith Moeller, Damian Trilling & Wouter Van Atteveldt (2020), The Unified Framework of Media Diversity: A Systematic Literature Review, Digital Journalism, 1–38, doi.org/10.1080/21670811.2020.1764374
• Jan Kleinnijenhuis, Anita Hoof & Wouter Van Atteveldt (2019), The Combined Effects of Mass Media and Social Media on Political Perceptions and Preferences, Journal of Communication, 69 (6), 650–673, doi.org/10.1093/joc/jqz038
• Martin Hilbert, George Barnett, Joshua Blumenstock, Noshir Contractor, Jana Diesner, Seth Frey, Sandra González-Bailón, PJ Lamberson, Jennifer Pan, Tai-Quan Peng, Cuihua Shen, Paul Smaldino, Wouter Van Atteveldt, Annie Waldherr, Jingwen Zhan & Jonathan Zhu (2019), Computational Communication Science: A Methodological Catalyzer for a Maturing Discipline, International Journal of Communication, 13, 3912-–3934
• Wouter Van Atteveldt, Drew Margolin, Cuihua Shen, Damian Trilling & Ren'e Weber (2019), A Roadmap for Computational Communication Research, Computational Communication Research, 1 (1), 1–11, doi.org/10.5117/ccr2019.1.001.vana
• Wouter Van Atteveldt, Joann Strycharz, Damian Trilling & Kasper Welbers (2019), Toward Open Computational Communication Science: A Practical Road Map for Reusable Data and Code, International Journal of Communication, 13, 3935-–3954
• Jan Kleinnijenhuis, Wouter Van Atteveldt & Vera Dekkers (2018), Partial priming: how issue news shapes issue saliency, which shapes turnout but not the vote, Acta Politica, 53 (4), 569–589, doi.org/10.1057/s41269-018-0104-2
• Wouter Van Atteveldt & Tai-Quan Peng (2018), When Communication Meets Computation: Opportunities, Challenges, and Pitfalls in Computational Communication Science, Communication Methods and Measures, 12 (2-3), 81–92, doi.org/10.1080/19312458.2018.1458084
• Yair Fogel-Dror, Shaul Shenhav, Tamir Sheafer & Wouter Van Atteveldt (2018), Role-based Association of Verbs, Actions, and Sentiments with Entities in Political Discourse, Communication Methods and Measures, 1–14, doi.org/10.1080/19312458.2018.1536973
• Kasper Welbers, Wouter Van Atteveldt & Kenneth Benoit (2017), Text analysis in R, Communication Methods and Measures, 11 (4), 245–265, doi.org/10.1080/19312458.2017.1387238
• Nel Ruigrok, Wouter Van Atteveldt, Sarah Gagestein & Carina Jacobi (2017), Media and juvenile delinquency: A study into the relationship between journalists, politics, and public, Journalism, 18 (7), 907–925, doi.org/10.1177/1464884916636143
• W. Van Atteveldt, T. Sheafer, S.R. Shenhav & Y. Fogel-Dror (2017), Clause analysis: Using syntactic information to automatically extract source, subject, and predicate from texts with an application to the 2008–2009 Gaza War, Political Analysis, 25 (2), 207–222, doi.org/10.1017/pan.2016.12
• Carina Jacobi, Wouter Van Atteveldt & Kasper Welbers (2016), Quantitative analysis of large amounts of journalistic texts using topic modelling, Digital Journalism, 4 (1), 89–106, doi.org/10.1080/21670811.2015.1093271
• Jan Kleinnijenhuis & Wouter Van Atteveldt (2016), The Impact of the Explosion of EU News on Voter Choice in the 2014 EU Elections, Politics and Governance, 4 (1), 104–115, doi.org/10.17645/pag.v4i1.471
• Kasper Welbers, Wouter Van Atteveldt, Jan Kleinnijenhuis & Nel Ruigrok (2016), A Gatekeeper among Gatekeepers, Journalism Studies, 19 (3), 315–333, doi.org/10.1080/1461670x.2016.1190663
• Kasper Welbers, Wouter Van Atteveldt, Jan Kleinnijenhuis, Nel Ruigrok & Joep Schaper (2016), News selection criteria in the digital age: Professional norms versus online audience metrics, Journalism, 17 (8), 1037–1053, doi.org/10.1177/1464884915595474
• Janet Takens, Jan Kleinnijenhuis, Anita Van Hoof & Wouter Van Atteveldt (2015), Party leaders in the media and voting behavior: Priming rather than learning or projection, Political Communication, 32 (2), 249–267, doi.org/10.1080/10584609.2014.944319
• Anita Van Hoof, Carina Jacobi, Nel Ruigrok & Wouter Van Atteveldt (2014), Diverse politics, diverse news coverage? A longitudinal study of diversity in Dutch political news during two decades of election campaigns, European Journal of Communication, 29 (6), 668–686, doi.org/10.1177/0267323114545712
• Tamir Sheafer, Shaul Shenhav, Janet Takens & Wouter Van Atteveldt (2014), Relative Political and Value Proximity in Mediated Public Diplomacy: The Effect of State-Level Homophily on International Frame Building, Political Communication, 31 (1), 149–167, doi.org/10.1080/10584609.2013.799107
• J. Kleinnijenhuis, F. Schultz, D. Oegema & W. Van Atteveldt (2013), Financial News and Market Panics in the age of high frequency trading algorithms, Journalism, 14 (2), 271–291, doi.org/10.1177/1464884912468375
• J.H. Takens, W. Van Atteveldt, A.M.J. van Hoof & J. Kleinnijenhuis (2013), Media Logic in Election campaign coverage, European Journal of Communication, 28, 277–293, doi.org/10.1177/0267323113478522
• L. Collingwood, T. Jurka, A.E. Boydstun, E. Grossman & W. Van Atteveldt (2013), RTextTools: A Supervised Learning Package for Text Classification, The R Journal, 5 (1), 6–13
• F. Schultz, J. Kleinnijenhuis, D. Oegema, S. Utz & W. Van Atteveldt (2012), Strategic framing in the BP crisis: A semantic network analysis of associative frames, Public Relations Review, 38 (1), 97–107, doi.org/10.1016/j.pubrev.2011.08.003
• Wouter Van Atteveldt, Jan Kleinnijenhuis & Nel Ruigrok (2008), Parsing, Semantic Networks, and Political Authority: Using syntactic analysis to extract semantic relations from Dutch newspaper articles, Political Analysis, 16 (4), 428–446, doi.org/10.1093/pan/mpn006
• Wouter Van Atteveldt, Jan Kleinnijenhuis, Nel Ruigrok & Stefan Schlobach (2008), Good News or Bad News? Conducting sentiment analysis on Dutch text to distinguish between positive and negative relations, Journal of Information Technology and Politics, 5 (1), 73–94, doi.org/10.1080/19331680802154145
• Nel Ruigrok & Wouter Van Atteveldt (2007), Global Angling with a Local Angle: How U.S., British, and Dutch Newspapers Frame Global and Local Terrorist Attacks, The Harvard International Journal of Press/Politics, 12, 68–90, doi.org/10.1177/1081180X06297436

Book chapters and other publications

• Wouter Van Atteveldt, Kasper Welbers & M.A.C.G. Velden (2019), Studying Political Decision Making With Automatic Text Analysis, In: Oxford Research Encyclopedia of Politics, doi.org/10.1093/acrefore/9780190228637.013.957
• W. Van Atteveldt, N. Ruigrok, K. Welbers & C. Jacobi (2017), News waves in a changing media landscape 1950-2014, In: P. Vasterman (ed.), From Media Hype to Twitter Storm, Self-reinforcing media dynamics, Amsterdam: AUP
• Wouter Van Atteveldt, Christine Moser & Kasper Welbers (2017), Being apart together: Convergence and divergence in the field of Dutch politics, In: Structure, Content and Meaning of Organizational Networks: Extending Network Thinking, Emerald Publishing Limited, doi.org/10.1108/S0733-558X20170000053004
• N. Ruigrok, W. Van Atteveldt, S. Gagestein, A. Slotboom & C. Jacobi (2014), Media en Jeugdcriminaliteit. Een onderzoek naar de mediaberichtgeving in vergelijking met de feitelijke ontwikkelingen.[Media and youth crime: an investigation of the media coverage compared to statistical developments], The Hague: WODC, Ministry of Justice
• J. Kleinnijenhuis & W. Van Atteveldt (2013), Political Positions and Political Cleavages in Texts, In: B. Kaal, I. Maks & A. Elfrinkhof (ed.), From Text to Political Positions (Discourse Approaches to Politics, Society and Culture), Amsterdam/Philadelphia: John Benjamins Publishing Company
• J. Kleinnijenhuis, J.H. Takens, A.M.J. van Hoof, W. Van Atteveldt & A.S. Walter (2013), Gevaren van medialogica voor de democratie, In: R. Aarts & P.J.M. De Goede (ed.), Omstreden Democratie, Meppel: Boom
• J. Kleinnijenhuis, W. Van Atteveldt & K. Welbers (2013), De herkomst van vertrouwen in de rechtsstaat 1993–2012, onderzocht via tekstmining van de mediaberichtgeving en analyse van de publieke opinie [Determinants of trust in the rule of law 1993–2012, studies using text mining of media coverage and analysis of public opinion], The Hague: WODC, Ministry of Justice
• N. Ruigrok, W. Van Atteveldt & J. Takens (2013), Shifting Frames in a Deadlocked Conflict: News Coverage of the Israeli-Palestinian Conflict, In: J. Seethaler, M. Karmasin, G. Melischek & R. Woehlert (ed.), Selling War: The Role of the Mass Media in Hostile Conflicts (ECREA, 1753-0342), Bristol: Intellect
• Janet Takens, Anita Van Hoof, Jan Kleinnijenhuis & Wouter Van Atteveldt (2011), Do New Parties Bring a Narrow Issue Agenda, Populism, and Personalization? Evidence from Dutch Election Campaign Coverage from 1998 to 2006, In: T. Van Haaften, H. Jansen, J. De Jong & W. Koetsenruijter (ed.), Bending opinion. Essays on Persuasion in the Public Domain, Leiden: Leiden University Press
• Wouter Van Atteveldt, Stefan Schlobach & Frank Van Harmelen (2007), Media, Politics and the Semantic Web: An experience report in advanced RDF usage, In: E. Franconi, M. Kifer & W. May (ed.), ESWC 2007, Berlin, Germany: Springer
• Jan Kleinnijenhuis & Wouter Van Atteveldt (2006), Geautomatiseerde inhoudsanalyse, met de berichtgeving over het EU-referendum als voorbeeld, In: Fred Wester (ed.), Inhoudsanalyse: theorie en praktijk, Alphen aan de Rijn (Netherlands): Kluwer
• Nel Ruigrok & Wouter Van Atteveldt (2006), Marijnissen en Wilders, een tomatenrepubliek ontsluierd?, Samenleving en Politiek, 13 (10), 39–49
• Jan Kleinnijenhuis, Janet Takens & Wouter Van Atteveldt (2005), Toen Europa de dagbladen ging vullen, In: K. Aarts & H. Kolk (ed.), Nederlanders en Europa: het referendum over de Europese grondwet, Amsterdam: Bert Bakker
• Wouter Van Atteveldt & Stefan Schlobach (2005), A Modal view on Polder Politics, In: Proceedings of Methods for Modalities (M4M) 2005 (Berlin, 1-2 December)
• Wouter Van Atteveldt & Stefan Schlobach (2005), A Modal view on Polder Politics, In: S. Artemov, H. Barringer, A. Garcez, L. Lamb & J. Woods (ed.), We Will Show Them: Essays in Honour of Dov Gabbay, Vol 1
• William Philip, Wouter Van Atteveldt, Peter Coopmans & Matthijs Meer (2001), Subject-Object Asymmetry in Child Comprehension of Wh-Questions, In: Proceedings of BUCLD 2000