Publications

Benjamin, Jesse Josua, Arne Berger, Nick Merrill, and James Pierce. 2021. ‘Machine Learning Uncertainty as a Design Material: A Post-Phenomenological Inquiry’. ArXiv:2101.04035 [Cs], January. https://doi.org/10.1145/3411764.3445481.

Kinkeldey, Christoph, Tim Korjakow, and Jesse Josua Benjamin. 2019. ‘Towards Supporting Interpretability of Clustering Results with Uncertainty Visualization’. In . The Eurographics Association. https://doi.org/10.2312/trvis.20191183.

Kinkeldey, Christoph, Claudia Müller-Birn, Tom Gülenman, Jesse Josua Benjamin, and Aaron Halfaker. 2019. ‘PreCall: A Visual Interface for Threshold Optimization in ML Model Selection’. In Workshop Human-Centered Machine Learning. Glasgow, UK. https://doi.org/10.17605/OSF.IO/XAZKT.

Benjamin, Jesse Josua. 2016. ‘Form, Function, Contagion—Seeking the Remainder of Networked Media’. University of Brighton.

———. 2018a. ‘Complex Intentions: A Methodology for Contemporary Design Practice’. In Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems, 347–50. DIS ’18 Companion. New York, NY, USA: ACM. https://doi.org/10.1145/3197391.3205379.

———. 2018b. ‘Intentional Collapse: Human Relations to Intelligent Artifacts & Environments’. In DIS 2018 Workshop ‘From Artifacts to Architecture’. Hong Kong, China. https://human-ist.unifr.ch/sites/human-ist.unifr.ch/files/Intentional-Collapse-Jesse.pdf.

———. 2019a. ‘One and the Same: Ethical Attribution and Distributed Reasoning in ML-Driven Systems’. In ACM DIS 2019 CoDesigning AI Futures Workshop. https://doi.org/10.13140/RG.2.2.21520.25603.

———. 2019b. ‘Dissensual Places — Three Scenes from the Everyday of Networked Media’, December. https://doi.org/10.33767/osf.io/9w4ug.

Benjamin, Jesse Josua, and Claudia Müller-Birn. 2019. ‘Materializing Interpretability: Exploring Meaning in Algorithmic Systems’. In Proceedings of the 2019 ACM Conference Companion Publication on Designing Interactive Systems. DIS ’19 Companion. San Diego, CA, USA.: ACM. https://doi.org/10.1145/3301019.3323900.

Benjamin, Jesse Josua, Claudia Müller-Birn, and Rony Ginosar. 2018. ‘Transparency and the Mediation of Meaning in Algorithmic Systems’. In CSCW 2018 Workshop ‘Participation+Algorithms’. http://dx.doi.org/10.17169/refubium-4087.

Benjamin, Jesse Josua, Claudia Müller-Birn, and Christoph Kinkeldey. 2019. ‘Understanding Knowledge Transfer Activities at a Research Institution through Semi-Structured Interviews’. Technical Report TR-B-19-02. B. Berlin: Freie Universität Berlin. https://refubium.fu-berlin.de/handle/fub188/25265?locale-attribute=en.

Benjamin, Jesse Josua, Claudia Müller-Birn, and Simon Razniewski. 2020. ‘Examining the Impact of Algorithm Awareness on Wikidata’s Recommender System Recoin’. ArXiv:2009.09049 [Cs], September. http://arxiv.org/abs/2009.09049.