Publikationen
Peer Reviewed Journals
- Axenbeck, Janna und Patrick Breithaupt (2021), Innovation Indicators Based on Firm Websites: Which Website Characteristics Predict Firm-Level Innovation Activity?, PLOS ONE Volume 16, Issue 4. Download
- Bär D, Pröllochs N, Feuerriegel S (2023), Finding Qs: Profiling QAnon Supporters on Parler, Proceedings of the International Conference on Web and Social Media (ICWSM)
- Becker, Michel, Oscar Stolper und Andreas Walter (2022), The Impact of Mobile Banking Adoption on Retail Banking in Germany, Zeitschrift für das gesamte Genossenschaftswesen, 72
- Becker, Michel, Oscar Stolper und Andreas Walter (2023), What Drives Mobile Banking Adoption? – An Empirical Investigation Using Transaction Data, Zeitschrift für Bankrecht und Bankwirtschaft, 34
- Bertschek, Irene, Joern Block, Alexander Kritikos und Caroline Stiel (2023), German Financial State Aid During COVID-19 Pandemic: Higher Impact Among Digitalized Self-Employed, Entrepreneurship & Regional Development. DOI: 10.1080/08985626.2023.2196267
- Bertschek, Irene und David F. Müller (2022), Political Ignorance and the Internet, Journal of Economics and Statistics.
https://doi.org/10.1515/jbnst-2021-0066 - Bertschek, Irene und Reinhold Kesler (2022), Let the User Speak: Is Feedback on Facebook a Source of Firms’ Innovation?, Information Economics and Policy, Volume 60, 100991.
- Brenner, Lukas, & Meyll, Tobias (2020). Robo-advisors: A substitute for human financial advice?. Journal of Behavioral and Experimental Finance, 25. doi.org/10.1016/j.jbef.2020.100275
- Bystrov, Victor, Naboka, Viktoriia, Staszewska-Bystrova, Anna, Winker, Peter (2022), Cross-Corpora Comparisons of Topics and Topic Trends, Journal of Economics and Statistics, 242(4), 433–469. doi.org/10.1515/jbnst-2022-0024
- Cárdenas-Sánchez, Daniel; Miguel Sampayo, Andrés, Rodríguez-Prieto, Maykol, Feged-Rivadeneira, Alejandro (2022), A Comparative Framework to Analyze Convergence on Twitter Electoral Conversations, Scientific Reports 12:19062, doi.org/10.1038/s41598-022-21861
- Claire E. Robertson, Nicolas Pröllochs, Kaoru Schwarzenegger, Phillip Parnamets, Jay J. Van Bavel, Stefan Feuerriegel (2023)
Negativity Drives Online News Consumption, Nature Human Behaviour, forthcoming - Dörr, Julian Oliver; Kinne, Jan; Lenz, David; Licht, Georg; Winker, Peter (2022), An integrated data framework for policy guidance during the coronavirus pandemic: Towards real-time decision support for economic policymakers, PLOS ONE 17(2): e0263898.
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Fegert, Jonas; Pfeiffer, Jella; Reitzer, Pauline; Götz, Tobias; Hariharan, Anuja; Pfeiffer-Leßmann, Nadine; Renner, Patrick; Pfeiffer, Thies; Weinhardt, Christof (2021). Ich sehe was, was du auch siehst: Über die Möglichkeiten von Augmented und Virtual Reality für die digitale Beteiligung von Bürger:innen in der Bau- und Stadtplanung. HMD Praxis der Wirtschaftsinformatik, 58, p. 1180-1195.
- Haupt, Martin, Anna Rozumowski, Jan Freidank und Alexander Haas (2023), Seeking empathy or suggesting a solution? Effects of chatbot messages on service failure recovery, Electronic Markets (im Erscheinen: https://doi.org/10.1007/s12525-023-00673-0)
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Hoffmann, Greta; Pfeiffer, Jella (2021). Gameful Learning for a More Sustainable World—Measuring the Effect of Design Elements on Long-Term Learning Outcomes in Correct Waste Sorting. Business & Information Systems Engineering, p. 1-24.
- Hutzenthaler, M., Jentzen, A., Kruse, T., & Nguyen, T. A. (2020). A proof that rectified deep neural networks overcome the curse of dimensionality in the numerical approximation of semilinear heat equations. SN partial differential equations and applications, 1:1-34.
- Jakubik J, Vössing M, Bär D, Pröllochs N, Feuerriegel S (2023), Online Emotions During the Storming of the US Capitol: Evidence from the Social Media Network Parler, Proceedings of the International Conference on Web and Social Media (ICWSM)
- Kinne, Jan und Janna Axenbeck (2020), Web Mining for Innovation Ecosystem Mapping: A Framework and a Large-scale Pilot Study, Scientometrics. Download
- Kinne, Jan; Lenz, David (2021). Predicting innovative firms using web mining and deep learning. PLoS ONE, 16, e0249071. doi.org/10.1371/journal.pone.0249071
- Lenz, David; Winker, Peter (2020). Measuring the Diffuusion of Innovations with Paragraph Vector Topic Models. PLoS ONE, 15, e0226685. doi.org/10.1371/journal.pone.0226685
- Lutz, Bernhard; Pröllochs, Nicolas; Neumann, Dirk (2020). Predicting Sentence-Level Polarity Labels of Financial News Using Abnormal Stock Returns. Expert Systems with Applications, 148, 113223
- Meißner, Martin; Pfeiffer, Jella; Peukert, Christian; Dietrich, Holger; Pfeiffer, Thies (2020). How virtual reality affects consumer choice. Journal of Business Research. 117 (September 2020), p. 219-231. doi.org/10.1016/j.jbusres.2020.06.004
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Pfeifer, Gregor, and Mirjam Stockburger. "The morning after: Prescription-free access to emergency contraceptive pills." Journal of Health Economics (2023): 102775. Download: https://authors.elsevier.com/a/1hPSrc7LG8VtG
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Pfeiffer, Jella; Pfeiffer, Thies; Meißner, Martin; Weiß, Elisa (2020). Eye-Tracking-Based Classification of Information Search Behavior using Machine Learning: Evidence from Experiments in Physical Shops and Virtual Reality Shopping Environments. Information Systems Research (ISR). doi:10.1287/isre.2019.0907
- Pröllochs, Nicolas (2022), Community-Based Fact-Checking on Twitter’s Birdwatch Platform, Proceedings of the International Conference on Web and Social Media (ICWSM)
- Pröllochs, Nicolas; Bär, Dominik; Feuerriegel, Stefan (2021), Emotions Explain Differences in the Diffusion of True Vs. False Social Media Rumors, Scientific Reports, 11, 22721.
- Pröllochs, Nicolas; Bär, Dominik; Feuerriegel, Stefan (2021), Emotions in Online Rumor Diffusion, EPJ Data Science, 10, 51.
- Pröllochs, Nicolas; Feuerriegel, Stefan (2020). Business Analytics for Strategic Management: Identifying and Assessing Corporate Challenges via Topic Modeling. Information and Management, 57(1), pp. 1 – 13
- Pröllochs, Nicolas; Feuerriegel, Stefan; Lutz, Bernhard; Neumann, Dirk (2020). Negation Scope Detection for Sentiment Analysis: A Reinforcement Learning Framework for Replicating Human Interpretations. Information Sciences, 536, pp. 205 – 221
- Schade, Philipp, Schuhmacher, Monika (2022), Digital Infrastructure’s Influence on the Socio-Cognitive Traits Entrepreneurial Pursuit Relationship: A Multilevel Analysis, Journal of Business Venturing, 37 (5), 106232https://doi.org/10.1016/j.jbusvent.2022.106232
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Schade, Philipp, Schuhmacher, Monika (forthcoming), Entrepreneurial Activity Prediction Using Machine Learning, Journal of Business Venturing Insights.
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Schmidt, Sebastian; Kinne, Jan; Lautenbach, Sven; Blaschke, Thomas; Lenz, David; Resch, Bernd (2022): Greenwashing in the US metal industry? A novel approach combining SO2 concentrations from satellite data, a plant-level firm database and web text mining. Science of The Total Environment, 835, 155512, doi.org/10.1016/j.scitotenv.2022.155512.
- Solovev, Kirill, Pröllochs, Nicolas (2022), Hate Speech in the Political Discourse on Social Media: Disparities Across Parties, Gender, and Ethnicity, Proceedings of The Web Conference (WWW)
- Solovev, Kirill, Pröllochs, Nicolas (2022), Moral Emotions Shape the Virality of COVID-19 Misinformation on Social Media, Proceedings of The Web Conference (WWW)
- Solovev K, Pröllochs N (2022), Moralized Language Predicts Hate Speech on Social Media, PNAS Nexus, forthcoming
- Tilmann, Peter (2022). Macroeconomic Surprises and the Demand for Information about Monetary Policy. International Journal of Central Banking
Others
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Axenbeck, Janna, Irene Bertschek, Patrick Breithaupt und Daniel Erdsiek (2023), Firm Digitalisation and Mobility – Do Covid-19-Related Changes Persist?, ZEW Discussion Paper No. 23-011, Mannheim.
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Axenbeck, Janna und Patrick Breithaupt (2022), Measuring the Digitalisation of Firms – A Novel Text Mining Approach, ZEW Discussion Paper No. 22-065, Mannheim
- Bannier, Christina; Ewelt-Knauer, Corinna; Lips, Johannes, Winker, Peter (2020). Benford's Law and Its Application to Detecting Financial Fraud and Manipulation. In: Alexander, Carole; Cumming, Douglas (Eds.), The Handbook of Fraud, Misconduct and Manipulation in Financial Markets, Wiley, Chichester, 473-504.
- Bertschek, Irene (2020). EU-Datenstrategie: Mit gutem Beispiel vorangehen. Wirtschaftsdienst 100 (3). p. 153.
Download - Bertschek, Irene (2021). Daten richtig teilen: Warum Unternehmen mehr Anreize brauchen. https://www.wiwo.de/politik/deutschland/digitalisierung-daten-richtig-teilen-warum-unternehmen-mehr-anreize-brauchen/26867488.html
- Bertschek, Irene; Kesler, Reinhold (2020). Let the User Speak: Is Feedback on Facebook a Source of Firms‘ Innovation?. ZEW Discussion Paper No.17-01. http://ftp.zew.de/pub/zew-docs/dp/dp17015.pdf
- Bertschek, I., & Müller, D. F. (2021). Political ignorance and the internetNo. 21-106. ZEW Discussion Papers.
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Eugenidis, Dania; Lenz, David, Leser, Christoph; Schleer-van Gellecom, Frauke; Winker, Peter (2020). Text-mining basierte Analyse der Kapitalmarktreaktionen auf Ad-hoc-Mitteilungen, Corporate Finance 9-10, 282–287.
- Eugenidis, Dania; Kinne, Jan; Lenz, David (2022). Analysing Gender Equality at the Firm Leve. MAGKS Discussion Paper 14-2022.
- Fegert, Jonas; Pfeiffer, Jella; Peukert, Christian; Golubyeva, Anna; Weinhardt; Christof (2020). Combining e-Participation with Augmented and Virtual Reality: Insights from a Design Science Research Project. Proceedings of the International Conference on Information Systems (ICIS 2020), India, Dec 13-16
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Kinne, Jan; Krüger, Miriam; Lenz, David; Licht, Georg; Winker, Peter (2020). Tagesaktuelle Webseiten-Analyse zur Reaktion von Unternehmen auf die Corona-Pandemie in Deutschland, ZEW-Kurzexpertise Nr. 20-05, Mannheim. http://ftp.zew.de/pub/zew-docs/ZEWKurzexpertisen/ZEW_Kurzexpertise2005.pdf
- Pfeiffer, Jella (2020). Interview with Omer Biran and Michael Halfmann on "Conversational Agents at SAP". Business & information Systems Engineering. 62, p. 249-252. doi.org/10.1007/s12599-020-00647-y
- Schwierzy, J.; Dehghan, R.; Schmidt, S.; Rodepeter, E.; Stoemmer, A.; Uctum K.; Kinne, J.; Lenz, D.; Hottenrott, H. (2022). Technology Mapping Using WebAI: The Case of 3D Printing. arXiv preprint arXiv:2201.01125.
- Solovev K, Pröllochs N (2021). Integrating Floor Plans into Hedonic Models for Rent Price Appraisal, Proceedings of The Web Conference (WWW). https://doi.org/10.1145/3442381.3449967