Doctoral Thesis

• Heuer, H. 2020. Users & Machine Learning-Based Curation Systems (PhD Thesis). University of Bremen, Germany. [Video]. Winner of the 1st Weizenbaum Prize 2021, Forum of Computer Scientists for Peace and Social Responsibility. Top 12, German Thesis Award.

Peer-Reviewed Journal Papers

• Heuer, H., Jarke, J. and Breiter, A. (2021). Machine learning in tutorials–Universal applicability, underinformed application, and other misconceptions. Big Data & Society, 8(1), p.20539517211017593. [Video]
• Alvarado, O. (*), Heuer, H. (*), Vanden Abeele, V., Breiter, A., and Verbert, K. (2020). Middle-Aged Video Consumers’ Beliefs About Algorithmic Recommendations on YouTube. Proc. ACM Hum.-Comput. Interact. 4, CSCW2, Article 121 (October 2020). [arXiv] [Video]
  (*) These authors contributed equally to this work.
• Kariryaa, A., Rundé, S., Heuer, H., Jungherr, A. and Schöning, J. (2020). The Role of Flag Emoji in Online Political Communication. Social Science Computer Review. [ResearchGate]

Peer-Reviewed Conference Papers

• Heuer, H., Glassman, E. (2022). A Comparative Evaluation of Interventions Against Misinformation: Augmenting the WHO Checklist. In CHI Conference on Human Factors in Computing Systems (CHI ’22), April 29-May 5, 2022, New Orleans, LA, USA. ACM, New York, NY, USA [Video]
• Heuer, H., Hoch, H., Breiter, A. and Theocharis, Y. (2021). Auditing the Biases Enacted by YouTube for Political Topics in Germany. In Mensch und Computer 2021, published by the ACM. [arXiv] [Video]
• Heuer, H. (2021). The Explanatory Gap in Algorithmic News Curation. In 3rd Multidisciplinary International Symposium on Disinformation in Open Online Media (MISDOOM ’21). Lecture Notes in Computer Science, Springer.
• Heuer, H., Breiter, A. (2020). More Than Accuracy: Towards Trustworthy Machine Learning Interfaces for Object Recognition. In Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization (UMAP '20). [arXiv] [Video]
• Heuer, H., Breiter, A. (2020). How Fake News Affect Trust in the Output of a Machine Learning System for News Curation. In Proceedings of the 2nd Multidisciplinary International Symposium on Disinformation in Open Online Media (MISDOOM '20). [arXiv] [Video]
• Heuer, H., Polizzotto, A., Marx, F. and Breiter, A. (2019). Visualization Needs in Computational Social Sciences. In Proceedings of Mensch und Computer 2019, pp. 463–468.
• Heuer, H. and Breiter, A. (2018). Trust in News on Social Media. In Proceedings of the 10th Nordic Conference on Human-Computer Interaction, pp. 137–147.
• Heuer, H. and Breiter, A. (2018). Student Success Prediction and the Trade-Off between Big Data and Data Minimization. In Proceedings of DeLFI 2018 - Die 16. E-Learning Fachtagung Informatik.

Peer-Reviewed Workshop Papers

• Heuer, H. (2022). Towards a Consensus on the Trustworthiness of News Sources. CHI 2022 Workshop on Designing for Mis/Disinformation.
• Heuer, H. (2021). Audit, Don't Explain - Recommendations Based on a Socio-Technical Understanding of ML-Based Systems. In Workshop on User-Centered Artificial Intelligence (UCAI '21) at Mensch und Computer 2021.
• Heuer, H. (2021). Helping People Deal With Disinformation - A Socio-Technical Perspective. CHI 2021 Workshop on Human Aspects of Misinformation.
• Heuer, H. and Buschek, D. (2021). Methods for the Design and Evaluation of HCI+NLP Systems. EACL 2021 Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP Workshop).
• Spliethöver, M., Klaff, J. and Heuer, H. (2019). Is It Worth the Attention? A Comparative Evaluation of Attention Layers for Argument Unit Segmentation. In Proceedings of ACL 2019 6th Workshop on Argument Mining. [arXiv]
• Heuer, H., Monz, C. and Smeulders, A. W. (2016). Generating Captions Without Looking Beyond Objects. In Proceedings of ECCV 2016 2nd Workshop on Storytelling with Images and Videos.

Peer-Reviewed Interactivity Papers

• Soroko, D., Döge, N., Al-Shafeei, A. and Heuer, H. (2019). Unpacking a Model: An Interactive Visualization of a Text Similarity Algorithm for Legal Documents. In Proceedings of Mensch und Computer 2019, pp. 875–879.
• Heibeck, F., Hespenheide, J., Heuer, H., Krüger, M. and Roetmann, W. (2011). WILD & TAME - System-Demonstration, In Proceedings of Mensch und Computer 2011.

Working and Technical Papers

• Jarke, J., León, G.M., Zakharova, I., Heuer, H., Gerhard, U. (2021). Beyond Participation: A Review of Co-Creation in Computing. Centre for Media, Communication and Information Research (ZeMKI) Working Paper Nummer 39.
• Mossig, I., Heuer, H., Lischka, M. and Besche-Truthe, F. (2021). Measuring global competition in export markets and export sectors. SFB 1342 Technical Paper Series, 8.
• Heuer, H. (2016). Text Comparison Using Word Vector Representations and Dimensionality Reduction. In Proceedings of EuroSciPy 2015.