Monographs

  1. On Combining Network Research and Computational Methods on Historical Research Questions and its Implications for the Digital Humanities, Petz, Cindarella. Dissertation at the Technical University of Munich, 2022. URN: urn:nbn:de:bvb:91-diss-20220202-1624881-1-5.

Editorships

  1. Time and temporality as categories of connectedness. Petz, Cindarella, Deicke, Aline, & Jarosch, Julian (Eds.) Proceedings of GrapHNR 2023. Special Issue at Journal of Historical Network Research, 2025. https://jhnr.net/12/volume/12/issue/1

Peer-reviewed Journal Articles

  1. Tracking the Evolution of Communities in a Social Network of Intellectual Influences, Petz, Cindarella, Ghawi, Raji, & Pfeffer, Jürgen. Journal of Historical Network Research 2022, vol. 7, number 1, pp. 114–154, 2022. DOI: 10.25517/jhnr.v7i1.146.

  2. Configuration to Conviction. Network Structures of Political Judiciary in the Austrian Corporate State, Petz, Cindarella, & Pfeffer, Jürgen. Social Networks, vol. 66, pp. 185–201, July 2021. DOI: 10.1016/j.socnet.2021.03.001. (Recommended for 2022 INSNA Best Student Paper Award.)

  3. Diffusion Dynamics of Influence in a Social Network of Intellectuals, Ghawi, Raji, Petz, Cindarella, & Pfeffer, Jürgen. Social Network Analysis and Mining, vol. 11 (63), 2021. DOI: 10.1007/s13278-021-00771-x.

  4. A Longitudinal Analysis of a Social Network of Intellectual Influence, Petz, Cindarella, Ghawi, Raji, & Pfeffer, Jürgen. IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM), The Hague, Netherlands, pp. 340–347, 2020. DOI: 10.1109/ASONAM49781.2020.9381318. (Preprint: arXiv:2009.03604 [cs.SI].)

  5. ‘On the Shoulders of Giants’, Analysis of a Social Network of Intellectual Influence, Ghawi, Raji, Petz, Cindarella, & Pfeffer, Jürgen. Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS), Granada, Spain, pp. 248–255, 2019. DOI: 10.1109/SNAMS.2019.8931821.(Recommended for SNAMS Best Paper Award.)

Chapter in Edited Volumes

  1. (Forthcoming.) Lili Körbers ‘’Eine Jüdin erlebt das neue Deutschland’‘: Zensur und Strafverfolgung im Dollfuß-/Schuschnigg-Regime, Petz, Cindarella, In:’‘Widerständiges Schreiben. Lili Körber – Literatur, Politik und Exil,’’ Österreichische Exilbibliothek at Literaturhaus Wien and Käte Hamburger Kolleg ‘’global dis:connect’’ (LMU Munich), November 14–15, 2024, Vienna, AT, est. 2026.

  2. Foreword. Time and Temporality in Historical Network Research. Petz, Cindarella & Deicke, Aline. In: Petz, Cindarella, Deicke, Aline, & Jarosch, Julian (Eds.): Time and temporality as categories of connectedness. Proceedings of GrapHNR 2023. Special Issue at Journal of Historical Network Research, 2025. DOI: 10.25517/jhnr.v12i1.122.

  3. Zur Geschichte der Historischen Netzwerkforschung, Petz, Cindarella. In: Stegbauer, Christian, & Häußling, Roger (Eds.): Handbuch Netzwerkforschung. Springer VS, Wiesbaden. 2 edition. pp. 937–51, 2025. DOI: 10.1007/978-3-658-37507-2_80-1.

  4. Algorithmenkritik, Althage, Melanie, Deicke, Aline, Hall, Mark, Möbus, Dennis, Petz, Cindarella, & Seltmann, Melanie. In: Lemaire, Marine, Deicke, Aline, Schmunk, Stefan, & Geiger, Jonathan (Eds.): Living Handbook ‘’Digitale Quellenkritik’‘. Proceedings of the vDHd2021-Workshopseries’‘Digitale Quellenkritik: Ein neues Kapitel.’’ Zenodo, Version v.2, 2024. DOI: 10.5281/zenodo.12648832. [Shared First Authorship. Authors in Alphabetical Order]

  5. Between Tartan and Tallit? On Zionism in Scotland, Petz, Cindarella. In: Collins, K., Newman, A., & Wasserstein, B. (Eds.): Two Hundred Years of Scottish Jewry. Scottish Jewish Archives Committee Glasgow 2018, pp. 239–262, (2018). ISBN: 978-1-9999178-0-7.

Proceeding Papers

  1. (Forthcoming.) Network Science Education for the Humanities: the Barcelona Past Networks Summer School, Mazzamuro, Matteo, Brughmans, Tom, Diaz Guilera, Albert, Düring, Marten, Grandjean, Martin, Lozano, Sergi, Petz, Cindarella, Prignano, Luce, & Masood, Anum. In: Proceedings of EDUCON2026.

  2. (Forthcoming.) LLMs as Analysis Tool: A Framework for Implementation, Evaluation and Critical Assessment, Oberbichler, Sarah, & Petz, Cindarella, In: Proceedings of DH2025, Lisbon, Portugal. [Shared First Authorship. Authors in Alphabetical Order]

  3. Evaluating bias within an epistemological framework for AI-based research in the humanities, Oberbichler, Sarah, & Petz, Cindarella, In: Rebora, Simone, Rospocher, Marco, & Bazzaco, Stefano (Ed.) Diversità, Equità e Inclusione: Sfide e Opportunità per l’Informatica Umanistica nell’Era dell’Intelligenza Artificiale, Proceedings del XIV Convegno Annuale AIUCD2025. Verona: AIUCD, 2025. DOI: 10.6092/unibo/amsacta/8380. [Shared First Authorship. Authors in Alphabetical Order]

  4. Becoming the digital humanities as discourse(s) of subjectivation, Petz, Cindarella. Digital Humanities ‘’Collaboration as Opportunity’’ (DH2023), Graz, Austria. Zenodo, Version v.1, 2023. DOI: 10.5281/zenodo.8107606.

Working Papers

  1. Working Paper: Implementing Generative AI in the Historical Studies, Oberbichler, Sarah, & Petz, Cindarella, Zenodo, Version v.1, 2025. https://doi.org/10.5281/zenodo.14924737. [Shared First Authorship. Authors in Alphabetical Order]

Magazine Articles and Blog Posts

  1. Data Ethics in Historical Research: Recognizing Responsibility. Baroncini, Sophia, Buyken, Constanze, Marino, Ian Kisil, Oberbichler, Sarah, Petz, Cindarella, Suárez Cronauer, Elena, & Wübenna, Thorsten. Blogpost in Digital Humanities Lab, Dec 12, 2025. https://dhlab.hypotheses.org/4718.

  2. From Access to Ethics. Data Discussions at the DH2025 Conference in Lisbon, Baroncini, Sophia, Buyken, Constanze, Garzón Rodríguez, Judith, Marino, Ian Kisil, Oberbichler, Sarah, & Petz, Cindarella. Blogpost in Digital Humanities Lab, August 01, 2025. https://dhlab.hypotheses.org/7355.

  3. ‘’Should I do network analysis?’’ – Reflections on the Barcelona Past Networks Summer School 2024, Petz, Cindarella. Blogpost in Digital Humanities Lab, July 12, 2024. https://dhlab.hypotheses.org/5281.

  4. Die Werte der Digital Humanities in ihren Institutionen, Cremer, Fabian, Petz, Cindarella, Wendel, Teresa, & Wübbena, Thorsten. Blogpost in Digital Humanities Lab, Feb 02, 2024. https://dhlab.hypotheses.org/?p=4486.

  5. Politische Justiz, Autokratie und die Digital Humanities. Digitale historische Forschung am Beispiel des Dollfuß-/Schuschnigg-Regimes in Österreich (1933/34–38), Petz, Cindarella. ReThinking Law 4, pp. 9–12, 2024.

  6. Seasons of Green DH and Thirsty Computing, Petz, Cindarella. Blogpost in Digital Humanities Lab Blog, Dec 15, 2023. https://dhlab.hypotheses.org/4273.

  7. A (not so) short history of historical network research, Part 3, Petz, Cindarella. Blogpost series in Digital Humanities Lab Blog, Sept 09, 2022. https://dhlab.hypotheses.org/3194.

  8. A (not so) short history of historical network research, Part 2, Petz, Cindarella. Blogpost series in Digital Humanities Lab Blog, July 28, 2022. https://dhlab.hypotheses.org/3184.

  9. A (not so) short history of historical network research, Part 1, Petz, Cindarella. Blogpost series in Digital Humanities Lab Blog, July 01, 2022. https://dhlab.hypotheses.org/3126.

Published Jupyter Notebooks

  1. Open Access Materials and Jupyter Notebook Tutorials for HERMES BYODL ‘’Exploring Connections’’. cprog7/HNR_workshops, Petz, Cindarella. Zenodo, Version v.1, (2024). https://doi.org/10.5281/zenodo.13951601.

  2. Open Access Materials and Jupyter Notebook Tutorials for ‘’Network Analysis with Python and Jupyter Notebooks (and Quarto)’’, Petz, Cindarella. Pre-Conference Workshop at GrapHNR Conference 2023, July 18, 2023, IEG Mainz. https://github.com/ieg-dhr/graphnr-workshop-2023.

  3. Open Access Materials and Jupyter Notebook Tutorials for DH Lab’s HNR Winter School ‘’A beginner’s guide to historical network research,’’ Vasques Filho, Demival & Petz, Cindarella, 2022. https://github.com/ieg-dhr/hnr-winterschool-2022.

  4. Open Access Materials and Jupyter Notebook Tutorials for ‘’Natural Language Processing’’ Seminary at JGU, WiSe 2022/2023, Vasques Filho, Demival & Petz, Cindarella, 2022. https://github.com/dvasques83/DMGK-NLP.