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Vita

Research as well as service development and coordination of our activities in the area of open science technologies for CSS methods and digital behavioral data at GESIS. Nach oben

Service

GESIS Notebooks Nach oben

Forschung

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Veröffentlichungen

Publikation

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Zeitschriftenaufsatz

Posch, Lisa, Arnim Bleier, Clemens Lechner, Fabian Flöck, Katharina Kinder-Kurlanda, Dennis Helic, and Markus Strohmaier. 2022. "Characterizing the Global Crowd Workforce: A Cross-Country Comparison of Crowdworker Demographics." Human Computation 9 (1): 22-57. doi: https://doi.org/10.15346/hc.v9i1.106.

Stier, Sebastian, Arnim Bleier, Haiko Lietz, and Markus Strohmaier. 2018. "Election Campaigning on Social Media: Politicians, Audiences and the Mediation of Political Communication on Facebook and Twitter." Political Communication 35 (1): 50-74. doi: https://doi.org/10.1080/10584609.2017.1334728.

Posch, Lisa, Arnim Bleier, Clemens Lechner, Daniel Danner, Fabian Flöck, and Markus Strohmaier. 2017 (Forthcoming). "Measuring Motivations of Crowdworkers: The Multidimensional Crowdworker Motivation Scale." ACM Transactions on Social Computing. https://arxiv.org/pdf/1702.01661.pdf.

Stier, Sebastian, Lisa Posch, Arnim Bleier, and Markus Strohmaier. 2017. "When populists become popular: comparing Facebook use by the right-wing movement Pegida and German political parties." Information, Communication & Society 20 (9): 1365-1388. doi: https://doi.org/10.1080/1369118X.2017.1328519.

Posch, Lisa, Philipp Schaer, Arnim Bleier, and Markus Strohmaier. 2015. "A System for Probabilistic Linking of Thesauri and Classification Systems." KI – Künstliche Intelligenz online first. doi: https://doi.org/10.1007/s13218-015-0413-9.

Wandhöfer, Timo, Steve Taylor, Harith Alani, Somya Joshi, Sergej Sizov, Paul Walland, Mark Thamm, Arnim Bleier, and Peter Mutschke. 2012. "Engaging politicians with citizens on social networking sites : the WeGov Toolbox." International Journal of Electronic Government Research : IJEGR 8 (3): 22-43.

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Beitrag im Sammelwerk

Boukhers, Zeyd, Arnim Bleier, Yeliz Ucer Yediel, Mio Hienstorfer-Heitmann, Mehrshad Jaberansary, Sascha Welten, Adamantios Koumpis, and Oya Beyan. 2024 (Forthcoming). "PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences." In ACM/IEEE Joint Conference on Digital Libraries (JCDL), 251-252. ACM/IEEE. doi: https://doi.org/10.48550/arXiv.2303.18200.

Schimmler, Sonja, Bianca Wentzel, Arnim Bleier, Stefan Dietze, Judith Gilsbach, Peter Mutschke, Dr. Saurav Karmakar, Angelie Kraft, Tilahun A. Taffa, Ricardo Usbeck, Zeyd Boukhers, Sören Auer, Leyla Jael Castro, Marcel R. Ackermann, Thomas Neumuth, Daniel Schneider, Ziawasch Abedjan, Atif Latif, Fidan Limani, Raia Abu Ahmad, Georg Rehm, Sima Attar Khorasani, Matthias Lieber, and Russa Biswas. 2023. "NFDI4DataScience: An integrated Digital Service Infrastructure for Data Scientists." In Research Data Infrastructures for Data Science and AI (RDI4DataScience) at INFORMATIK 2023, LNI.

Singh, Ranjit K., Arnim Bleier, and Peter Granda. 2023. "The Effects of Data Harmonization on the Survey Research Process." In Survey Data Harmonization in the Social Sciences, edited by Irina Tomescu-Dubrow, Christof Wolf, Kazimierz M. Slomczynski, and J. Craig Jenkins, 21-38. New York: Wiley. doi: https://doi.org/10.1002/9781119712206.ch2.

Nanni, Federico, Simone Paolo Ponzetto, Goran Glavaš, Sara Tonelli, Nicolò Conti, Ahmet Aker, Alessio Palmero Aprosio, Arnim Bleier, Benedetta Carlotti, Theresa Gessler, Tim Henrichsen, Dirk Hovy, Christian Kahmann, Mladen Karan, Akitaka Matsuo, Stefano Menini, Dong Nguyen, Andreas Niekler, Lisa Posch, Federico Vegetti, Zeerak Waseem, Tanya Whyte, and Nikoleta Yordanova. 2018. "Findings from the hackathon on understanding euroscepticism through the lens of textual data." In LREC 2018 : eleventh International Conference on Language Resources and Evaluation : May 7-12, 2018, Miyazaki, Japan, edited by Nicoletta Calzolari, Paris: European Language Resources Association, ELRA.

Niekler, Andreas, Arnim Bleier, Christian Kahmann, Lisa Posch, Gregor Wiedemann, Kenan Erdogan, Gerhard Heyer, and Markus Strohmaier. 2018. "iLCM - A Virtual Research Infrastructure for Large-Scale Qualitative Data." In Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018, Miyazaki, Japan, May 7-12, 2018, edited by Nicoletta Calzolari, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Kôiti Hasida, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asunción Moreno, Jan Odijk, Stelios Piperidis, and Takenobu Tokunaga, 1313-1319. Paris: European Language Resources Association, ELRA. http://www.lrec-conf.org/proceedings/lrec2018/pdf/734.pdf.

Kling, Christoph Carl, Lisa Posch, Arnim Bleier, and Laura Dietz. 2016. "Topic model tutorial: A basic introduction on latent dirichlet allocation and extensions for web scientists." In WebSci '16 Proceedings of the 8th ACM Conference on Web Science, 10-10. New York: ACM. doi: https://doi.org/10.1145/2908131.2908142.

Posch, Lisa, Arnim Bleier, Philipp Schaer, and Markus Strohmaier. 2015. "The Polylingual Labeled Topic Model." In KI 2015: Advances in Artificial Intelligence, edited by Steffen Hölldobler, Lecture Notes in Computer Science 9324, 295-301. Berlin: Springer. doi: https://doi.org/10.1007/978-3-319-24489-1_26.

Wandhöfer, Timo, Steve Taylor, Miriam Fernandez, Beccy Allen, Harith Allani, Somya Joshi, Paul Walland, Sergej Sizov, Catherine van Eeckhaute, Mark Thamm, Arnim Bleier, Peter Mutschke, and Vasilis Koulolias. 2014. "Supporting policy-makers with social media analysis tools to get aware of citizens’ opinions." In IT in the public sphere: applications in administration, government, politics, and planning, edited by Zaigham Mahmood, 121-156. Hershey, PA: Information Science Reference. doi: https://doi.org/10.4018/978-1-4666-4719-0.ch007.

Lietz, Haiko, Claudia Wagner, Arnim Bleier, and Markus Strohmaier. 2014. "When politicians talk: Assessing online conversational practices of political parties on Twitter." In Proceedings of the International AAAI Conference on Web and Social Media, 8, 285-294. https://ojs.aaai.org/index.php/ICWSM/article/view/14521.

Strotmann, Andreas, and Arnim Bleier. 2013. "Author name co-mention analysis: testing a poor man's author co-citation analysis method." In Proceedings of ISSI 2013 Vienna : Vol. 1, edited by Juan Gorraiz, Edgar Schiebel, Christian Gumpenberger, Marianne Hörlesberger, and Henk Moed, 229-236. Wien: Facultas Verl.. http://www.issi2013.org/proceedings.html.

Bleier, Arnim, and Andreas Strotmann. 2013. "Towards an author-topic-term-model visualization of 100 years of German sociological society proceedings." In Proceedings of ISSI 2013 Vienna : Vol. 2, edited by Juan Gorraiz, Edgar Schiebel, Christian Gumpenberger, Marianne Hörlesberger, and Henk Moed, 2171-2173. Wien: Facultas Verl.. http://www.issi2013.org/proceedings.html.

Thamm, Mark, and Arnim Bleier. 2013. "When politicians tweet: a study on the Members of the German Federal Diet." In ACM Web Science 2013: Conference Proceedings; May 2-4, 2013 Paris, France, 6. New York: ACM. http://arxiv.org/ftp/arxiv/papers/1305/1305.1734.pdf.

Bleier, Arnim, Benjamin Zapilko, Mark Thamm, and Peter Mutschke. 2011. "Using SKOS to integrate social networking sites with scholarly information portals." In SDoW2011 - Social Data on the Web: workshop at the 10th International Semantic Web Conference, Bonn, October 23, 2011, edited by Alexandre Passant, Sergio Fernández, John Bresli, and Uldis Bojār, http://sdow.semanticweb.org/2011/pub/sdow2011_paper_4.pdf.

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Monographie

Bleier, Arnim. 2016. Approximate Methods for Bayesian Models with Applications to the Social Sciences. Universität Leipzig.

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Arbeits- und Diskussionspapier

Schoch, David, Chung-hong Chan, Claudia Wagner, and Arnim Bleier. 2023. Computational Reproducibility in Computational Social Science. ArXiV Preprint. doi: https://doi.org/10.48550/arXiv.2307.01918.

Posch, Lisa, Arnim Bleier, Fabian Flöck, and Strohmaier Markus. 2018. Characterizing the Global Crowd Workforce: A Cross-Country Comparison of Crowdworker Demographics. https://arxiv.org/pdf/1812.05948.pdf.

Stier, Sebastian, Arnim Bleier, Malte Bonart, Fabian Mörsheim, Mahdi Bohlouli, Margarita Nizhegorodov, Lisa Posch, Jürgen Maier, Tobias Rothmund, and Steffen Staab. 2018. Systematically Monitoring Social Media: The Case of the German Federal Election 2017. GESIS Papers 2018|04. GESIS. http://nbn-resolving.de/urn:nbn:de:0168-ssoar-56149-4.

Posch, Lisa, Arnim Bleier, Fabian Flöck, and Markus Strohmaier. 2017. A Cross-Country Comparison of Crowdworker Motivations. https://arxiv.org/pdf/1711.03115.pdf.

Posch, Lisa, Arnim Bleier, Clemens Lechner, Daniel Danner, Fabian Flöck, and Markus Strohmaier. 2017. Measuring Motivations of Crowdworkers: The Multidimensional Crowdworker Motivation Scale. https://arxiv.org/pdf/1711.03115.pdf.

Kaczmirek, Lars, Philipp Mayr, Ravi Vatrapu, Arnim Bleier, Manuela S. Blumenberg, Tobias Gummer, Abid Hussain, Katharina E. Kinder-Kurlanda, Kaveh Manshaei, Mark Thamm, Katrin Weller, Alexander Wenz, and Christof Wolf. 2014. Social media monitoring of the campaigns for the 2013 German Bundestag elections on Facebook and Twitter. GESIS Working Papers 31. Köln: GESIS. urn: http://nbn-resolving.de/urn:nbn:de:0168-ssoar-381955 . http://www.ssoar.info/ssoar/handle/document/38195.

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Daten/Software

Stier, Sebastian, Arnim Bleier, Malte Bonart, Fabian Mörsheim, Mahdi Bohlouli, Margarita Nizhegorodov, Lisa Posch, Jürgen Maier, Tobias Rothmund, and Steffen Staab. 2018. Social Media Monitoring for the German Federal Election 2017. doi: https://doi.org/10.4232/1.12992.

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Sonstiger Artikel

Kohrs, Friederike E, Susann Auer, Alexandra Bannach-Brown, Susann Fiedler, Tamarinde Laura Haven, Verena Heise, Constance Holman, Flavio Azevedo, René Bernard, Arnim Bleier, Nicole Bössel, Brian Patrick Cahill, Leyla Jael Castro, Adrian Ehrenhofer, Kristina Eichel, Maximillian Frank, Claudia Frick, Malte Friese, Anne Gärtner, Kerstin Gierend, David Joachim Grüning, Lena Hahn, Maren Hülsemann, and Malika Ihle. 2023. "Eleven strategies for making reproducible research and open science training the norm at research institutions." Review Article. eLife. doi: https://doi.org/10.7554/eLife.89736. https://www.osf.io/kcvra.

Vortrag

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Konferenzbeitrag

Hienstorfer-Heitmann, Mio, Leon Froehling, and Arnim Bleier. 2023. "Introducing Workflow-Integrated Data Documentation." Open Science Conference 2023, Online, 2023-06-27.

Bleier, Arnim, and Kenan Erdogan. 2020. "A Persistent BinderHub: Democratizing Access to Computational Resources in the Social Sciences." https://www.youtube.com/watch?v=dwidVhPtQT4.

Breuer, Johannes, Sebastian Stier, Pascal Siegers, Tobias Gummer, and Arnim Bleier. 2019. "Linking survey data with social media data and the importance of informed consent." GOR 19 : General Online Research Conference, TH Köln, Köln, 2019-03-07. https://www.gor.de/gor19/index.php?page=downloadPaper&filename=Breuer-Linking_survey_data_with_social_media_data_and_the_importance-210.pdf&form_id=210&form_version=final.

Stier, Sebastian, Johannes Breuer, Pascal Siegers, Tobias Gummer, and Arnim Bleier. 2019. "Where Do They Get Their 'News'?: Preference for Right-Wing Populist Parties and Online News Consumption in Germany." ESRA 2019 : 8th Conference of the European Survey Research Association, Zagreb (Croatia), 2019-07-18. https://www.europeansurveyresearch.org/conf2019/uploads/164/3238/5/Stier_et_al._AfD_online_news_ESRA_2019.pdf.

Stier, Sebastian, Johannes Breuer, Pascal Siegers, Tobias Gummer, and Arnim Bleier. 2018. "Improving Research on Political Behavior by Integrating Survey Data and Digital Trace Data." BigSurv18 Big Data Meets Survey Science, 2018-10-26.

Stier, Sebastian, Johannes Breuer, Pascal Siegers, Tobias Gummer, and Arnim Bleier. 2018. "Selective exposure to political news: An investigation combining web tracking and survey data." ECPR General Conference 2018, 2018-08-25.

Stier, Sebastian, and Arnim Bleier. 2018. "Systematically Monitoring Social Media: The Case of the German Federal Election 2017." General Online Research Conference 2018, 2018-03-01.

Posch, Lisa, Arnim Bleier, Fabian Flöck, and Markus Strohmaier. 2017. "A Cross-Country Comparison of Crowdworker Motivations." International Conference on Computational Social Science 2017, 2017-07-13.

Stier, Sebastian, Arnim Bleier, Haiko Lietz, and Markus Strohmaier. 2017. "Platform effects on social media: Topic salience in a representative survey, Facebook and Twitter during an election campaign." International Conference on Computational Social Science (IC²S² 2017), Cologne, 2017-07-13.

Bleier, Arnim. 2014. "Consensus formation in social networks through Bayesian iterated learning." Computational Approaches to Social Modeling (ChASM) 2014.

Kaczmirek, Lars, Philipp Mayr, Ravi Vatrapu, Arnim Bleier, Manuela S. Blumenberg, Tobias Gummer, Kjeld Hansen, Abid Hussein, Zeshan Ali Jaffari, Katharina E. Kinder-Kurlanda, Haiko Lietz, Markus Strohmaier, Claudia Wagner, Katrin Weller, Christof Wolf, and Chris James Zimmerman. 2014. "PEP-TF: Social media monitoring of the campaigns for the 2013 German Bundestag elections on Facebook and Twitter." Social Media Communication Workshop, Mannheim, 2014-03-28.

Strotmann, Andreas, and Arnim Bleier. 2013. "Author name co-mention analysis: testing a poor man's author co-citation analysis method." 14th International Society of Scientometrics and Informetrics Conference.

Bleier, Arnim, and Andreas Strotmann. 2013. "Towards an author-topic-term-model visualization of 100 years of German sociological society proceedings." 14th International Society of Scientometrics and Informetrics Conference.

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Beitrag nicht auf Konferenz

Bleier, Arnim. 2021. "Introduction to Text Mining." Meet the Experts: GESIS online talks on Social Science Methods and Research Data, Online, 2021-11-04. https://www.youtube.com/watch?v=AyniSSU-5Xg.

Golla, Sebastian J., Fabian Flöck, Paul Vogel, and Arnim Bleier. 2019. "Podiumsdiskussion: Rechtliche Herausforderungen von Web-Scraping im Data-Science-Kontext." 2019-09-17.

Lehre

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Seminar

Bleier, Arnim. 2022. "Text mining and Natural Language Processing for Computational Social Sciences." Koç University, Istanbul. Sommersemester 2022.

Bleier, Arnim, Indira Sen, Mattia Samory, Roberto Ulloa, and Olga Zagovora. 2021. "Web Data Collection and Natural Language Processing in Python." GESIS - Leibniz-Institut für Sozialwissenschaften, Köln.

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Übung

Bleier, Arnim, Fabian Flöck, Florian Lemmerich, and Haiko Lietz. 2018. "Big Data Module I: Introduction to Data Science with Python." GESIS Methods Seminar, Köln.

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Sonstiges

Weiß, Bernd, Johannes Breuer, and Arnim Bleier. 2021. "Tools and Workflows for Reproducible Research in the Quantitative Social Sciences." GESIS - Leibniz-Institut für Sozialwissenschaften, Köln.

Kulshrestha, Juhi, Arnim Bleier, and Fabian Flöck. 2020. "Introduction to Data Science with Python: GESIS Methods Seminar."

Kulshrestha, Juhi, Arnim Bleier, and Indira Sen. 2020. "Introduction to Python for Social Scientists: GESIS Methods Seminar."

Flöck, Fabian, Juhi Kulshrestha, and Arnim Bleier. 2019. "Big Data Module I: Introduction to Data Science with Python." GESIS - Leibniz-Institut für Sozialwissenschaften, Köln.

Bleier, Arnim, and Fabian Flöck. 2019. "Introduction to Data Science with Python." GESIS - Leibniz-Institut für Sozialwissenschaften, Mannheim.

Erdogan, Kenan, Indira Sen, and Arnim Bleier. 2019. "Introduction to Python." Universität zu Köln, Nürnberg.

Bleier, Arnim. 2018. "Bayesian Analysis for the Social Sciences with Stan."

Bleier, Arnim. 2018. "Hands-on Topic Modeling."

Bleier, Arnim. 2018. "Probabilistic Programming with Stan: BIGSSS Summer Schools in Computational Social Science."

Flöck, Fabian, and Arnim Bleier. 2018. "Research working group at BIGSSS Summer School in Computational Social Science 2018 ."

Kling, Christoph Carl, Lisa Posch, Arnim Bleier, and Laura Dietz. 2016. "Topic Model Tutorial." Post Graduate Workshop.

Bleier, Arnim. 2013. "Practical collapsed stochastic variational inference for the HDP." Lake Tahoe.

Sonstiges

Seth, Mridul, and Arnim Bleier. 2021. "Persistent BinderHub: The best of both worlds."

Bleier, Arnim. 2013. "Poster: Online Inference for the Indian Buffet Process." 9th Conference on Bayesian Nonparametrics.

Bleier, Arnim. 2012. "A simple non-parametric Topic Mixture for Authors and Documents." http://arxiv.org/pdf/1211.6248.pdf.