Tijs Van den Broek

Also published as: Tijs van den Broek


2024

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Detecting Perspective-Getting in Wikipedia Discussions
Evgeny Vasilets | Tijs Van den Broek | Anna Wegmann | David Abadi | Dong Nguyen
Proceedings of the Sixth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS 2024)

Perspective-getting (i.e., the effort to obtain information about the other person’s perspective) can lead to more accurate interpersonal understanding. In this paper, we develop an approach to measure perspective-getting and apply it to English Wikipedia discussions. First, we develop a codebook based on perspective-getting theory to operationalize perspective-getting into two categories: asking questions about and attending the other’s perspective. Second, we use the codebook to annotate perspective-getting in Wikipedia discussion pages. Third, we fine-tune a RoBERTa model that achieves an average F-1 score of 0.76 on the two perspective-getting categories. Last, we test whether perspective-getting is associated with discussion outcomes. Perspective-getting was not higher in non-escalated discussions. However, discussions starting with a post attending the other’s perspective are followed by responses that are more likely to also attend the other’s perspective. Future research may use our model to study the influence of perspective-getting on the dynamics and outcomes of online discussions.

2016

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#WhoAmI in 160 Characters? Classifying Social Identities Based on Twitter Profile Descriptions
Anna Priante | Djoerd Hiemstra | Tijs van den Broek | Aaqib Saeed | Michel Ehrenhard | Ariana Need
Proceedings of the First Workshop on NLP and Computational Social Science

2015

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#SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns
Dong Nguyen | Tijs van den Broek | Claudia Hauff | Djoerd Hiemstra | Michel Ehrenhard
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing

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On the Impact of Twitter-based Health Campaigns: A Cross-Country Analysis of Movember
Nugroho Dwi Prasetyo | Claudia Hauff | Dong Nguyen | Tijs van den Broek | Djoerd Hiemstra
Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis