Dr. Michael Siering

Telephone:

 

E-Mail:

siering[at]wiwi.uni-frankfurt[dot]de

Room:

   

Office Hours:

On Appointment

   

Dr Michael Siering is a project manager in the field of capital markets at DZ BANK. As associated researcher, he collaborates with the chair of e-finance in course of different research projects on the digitalization of the financial services industry as well as financial market surveillance. Furthermore, Dr Siering gives lectures on decision support systems and data science.

His research at the intersection of financial services and information systems has been published in leading outlets such as Journal of Management Information Systems (JMIS), Journal of the Association for Information Systems (JAIS), Information Systems Journal (ISJ), Journal of Information Technology (JIT) and Decision Support Systems (DSS) and has been presented at leading international conferences. His research was honored with the JAIS best paper award as well as the most prestigious award in information systems research, the AIS best information systems publications award. He regularly acts as a reviewer for leading journals and serves as an associate editor for DSS.

Michael Siering holds certifications in traditional and agile project management methods, enterprise architecture and service management. During different projects, Michael Siering collaborated with financial market participants such as Börse Stuttgart, Factset Digital Solutions and b-next. Furthermore, he gained practical experience at Helvetia insurances, as a manager in the field of digitalization and risk management at the consultancy company d-fine and, currently, as a project manager in the field of capital markets at DZ BANK, the second largest German banking group.

Dr Siering worked as a research assistant at the chair of e-Finance from 2010 to 2015 and was a visiting scholar at Pennsylvania State University. In 2014, he successfully completed his doctoral studies.


Research Interests:

Digitalization of financial services

Financial Market Surveillance

Decision Support Systems

Financial Text Mining

Social Commerce

 

Publications:

 

Scientific Journals

Siering, Michael
Peer-to-Peer (P2P) Lending Risk Management: Assessing Credit Risk on Social Lending Platforms using Textual Factors
In: ACM Transactions on Management Information Systems, Vol. 14, No. 3, Article 25; 2023
[Find It]

Siering, Michael
Explainability and Fairness of RegTech for Regulatory Enforcement: Automated Monitoring of Consumer Complaints
In: Decision Support Sytems, Vol. 158, Article 113782;  2022
[Find It]

Clapham, Benjamin; Siering, Michael; Gomber, Peter
Popular News Are Relevant News! How Investor Attention Affects Algorithmic Decision-Making and Decision Support in Financial Markets
In: Information Systems Frontiers, Vol. 23, No. 2, pp. 477-494;  2021
[Find It]

Siering, Michael
Leveraging Online Review Platforms to Support Public Policy: Predicting Restaurant Health Violations Based on Online Reviews
In: Decision Support Systems, Vol. 143, Article 113474;  2021
[Find It]

Siering, Michael; Muntermann, Jan; Grčar, Miha
Design Principles for Robust Fraud Detection: The Case of Stock Market Manipulations
In: Journal of the Association for Information Systems, Vol. 22, No. 1, pp. 156-178;  2021
[Find It]

Lausen, Jens; Clapham, Benjamin; Siering, Michael; Gomber, Peter
Who Is the Next "Wolf of Wall Street"? Detection of Financial Intermediary Misconduct
In: Journal of the Association for Information Systems, Vol. 21, No. 5, pp. 1153-1190;  2020
[Find It]

Siering, Michael; Janze, Christian
Information Processing on Online Review Platforms
In: Journal of Management Information Systems, Vol. 36, No. 4, pp. 1347-1377;  2019
[Find It]

Koch, Jascha-Alexander; Siering, Michael
The Recipe of Successful Crowdfunding Campaigns: An Analysis of Crowdfunding Success Factors and Their Interrelations
In: Electronic Markets, Vol. 29, No. 4, pp. 661-679;  2019
[Find It]

Siering, Michael
The Economics of Stock Touting during Internet-Based Pump and Dump Campaigns
In: Information Systems Journal, Vol. 29, No. 2, pp. 456-483;  2019
[Find It]

Siering, Michael; Muntermann, Jan; Rajagopalan, Balaji
Explaining and Predicting Online Review Helpfulness: The Role of Content and Reviewer-Related Signals
In: Decision Support Systems, Vol. 108, pp. 1-12;  2018
[Find It]

Siering, Michael; Deokar, Amit V.; Janze, Christian
Disentangling Consumer Recommendations: Explaining and Predicting Airline Recommendations Based on Online Reviews
In: Decision Support Systems; Vol. 107, pp. 52-63;  2018
[Find It]

Gomber, Peter; Koch, Jascha-Alexander; Siering, Michael
Mittelstandsfinanzierung im Kontext von FinTech und Digital Finance
In: Corporate Finance, No. 11-12, pp. 327-332;  2017
[Find It]

Gomber, Peter; Koch, Jascha-Alexander; Siering, Michael
Digital Finance and FinTech: Current Research and Future Research Directions
In: Journal of Business Economics, Vol. 87, No. 5, pp. 537-580;  2017
[Find It]

Siering, Michael; Clapham, Benjamin; Engel, Oliver; Gomber, Peter
A Taxonomy of Financial Market Manipulations: Establishing Trust and Market Integrity in the Financialized Economy Through Automated Fraud Detection
In: Journal of Information Technology, Vol. 32, No. 3, pp. 251-269;  2017
[Find It]

Siering, Michael; Koch, Jascha-Alexander; Deokar, Amit V.
Detecting Fraudulent Behavior on Crowdfunding Platforms: The Role of Linguistic and Content-Based Cues in Static and Dynamic Contexts
In: Journal of Management Information Systems, Vol. 33, No. 2, pp. 421-455;  2016
[Find It]

Groth, Sven; Siering, Michael; Gomber, Peter
How to Enable Automated Trading Engines to Cope with News-Related Liquidity Shocks? Extracting Signals from Unstructured Data
In: Decision Support Systems, Vol. 62, pp. 32-42;  2014
[Find It]
 

Conference Proceedings

Haferkorn, Martin; Siering, Michael; Zimmermann, Kai
Strategic Competitive Advantages through Enterprise Systems: The Case of Exchange Systems
In: Lecture Notes in Business Information Processing (LNBIP), 217, Ed.: A. Lugmayr, pp. 79-89; Springer International Publishing, Switzerland 2015
[Find It]

Janze, Christian; Siering, Michael
'Status Effect' in User-Generated Content: Evidence from Online Service Reviews
In: Proceedings of the 36th International Conference on Information Systems (ICIS 2015); Fort Worth, Texas, USA 2015
[Find It]

Koch, Jascha-Alexander; Siering, Michael
Crowdfunding Success Factors: The Characteristics of Successfully Funded Projects on Crowdfunding Platforms
In: Proceedings of the 23rd European Conference on Information Systems (ECIS 2015); Muenster, Germany 2015
[Find It]

Haferkorn, Martin; Siering, Michael; Zimmermann, Kai
Strategic Competitive Advantages through Enterprise Systems: The Case of Exchange Systems
In: Financecom 2014; Sydney; Australia;  2014

Siering, Michael; Zimmermann, Kai; Haferkorn, Martin
Read This! How to Boost the Interest towards Research Articles - A Study on SSRN Research Impact
In: Proceedings of the International Conference on Information Systems (ICIS 2014); Auckland, New Zealand 2014

Glaser, Florian; Zimmermann, Kai; Haferkorn, Martin; Weber, Moritz Christian; Siering, Michael
Bitcoin - Asset or Currency? Revealing Users' Hidden Intentions
In: Proceedings of the 22nd European Conference on Information Systems (ECIS 2014); Tel Aviv, Israel 2014
[Find It]

Siering, Michael; Muntermann, Jan
How to Identify Tomorrow's Most Active Social Commerce Contributors? Inviting Starlets to the Reviewer Hall of Fame
In: Proceedings of the International Conference on Information Systems (ICIS) 2013; Milan, Italy 2013

Schroff, Sebastian; Siering, Michael
Media Sentiment and Leveraged Retail Investor Trading
In: Accepted for Presentation at 26th Australasian Finance and Banking Conference; Sydney, Australia 2013

Siering, Michael; Muntermann, Jan
Credence Goods and Online Product Reviews: An Exploration of the Product Type Concept in the Social Commerce Era
In: Proceedings of the 19th Americas Conference on Information Systems; Chicago, Illinois, USA 2013

Ruffing, Patricia; Siering, Michael; Bassemir, Moritz
Corporate Disclosure Policies: Evidence from Open vs. Closed Conference Calls
In: 6th International Workshop on Accounting & Regulation; Siena, Italy 2013

Alic, Irina; Siering, Michael; Bohanec, Marco
Hot Stock or Not? A Qualitative Multi-Attribute Model to Detect Financial Market Manipulation
In: Proceedings of the 26th Bled eConference (Winner of the OUTSTANDING PAPER AWARD); Bled, Slovenia 2013

Siering, Michael; Ruffing, Patricia
Decision Support Systems and Unfiltered Information: Evidence From Conference Calls
In: Proceedings of the 21st European Conference on Information Systems; Utrecht, Netherlands 2013

Siering, Michael
All Pump, No Dump? The Impact of Internet Deception on Stock Markets
In: Proceedings of the 21st European Conference on Information Systems; Utrecht, Netherlands 2013

Siering, Michael; Muntermann, Jan
The Role of Misbehavior in Efficient Financial Markets: Implications for Financial Decision Support
In: Lecture Notes in Business Information Processing (LNBIP), 135, Eds.: F. A. Rabhi & P. Gomber, pp. 42-58; Springer, Berlin 2013

Siering, Michael
Investigating the Impact of Media Sentiment and Investor Attention on Financial Markets
In: Lecture Notes in Business Information Processing (LNBIP), 135, Eds.: F. A. Rabhi & P. Gomber, pp. 3-19; Springer, Berlin 2013

Siering, Michael; Pahlke, Immanuel
Employee Empowerment with Computer Based Learning: An Empirical Investigation
In: Proceedings of the Internationale Tagung Wirtschaftsinformatik 2013; Leipzig, Germany 2013

Siering, Michael; Muntermann, Jan
What drives the Helpfulness of Online Product Reviews? From Stars to Facts and Emotions
In: Proceedings of the Internationale Tagung Wirtschaftsinformatik 2013;  Leipzig, Germany 2013

Haferkorn, Martin; Zimmermann, Kai; Siering, Michael
The Impact of IT-Based Trading on Securities Markets
In: Proceedings of the Internationale Tagung Wirtschaftsinformatik 2013; Leipzig, Germany 2013
[Find It]

Siering, Michael; Muntermann, Jan
The Role of Misbehavior in Efficient Financial Markets: Implications for Financial Decision Support
In: FinanceCom 2012; Barcelona, Spain 2012

Siering, Michael
Investigating the Market Impact of Media Sentiment and Investor Attention
In: FinanceCom 2012;  Barcelona, Spain 2012

Siering, Michael
Boom or Ruin - Does it Make a Difference? Using Text Mining and Sentiment Analysis to Support Intraday Investment Decisions
In: Proceedings of the 45th Hawaii International Conference on System Sciences (HICSS-45); Maui, Hawaii, USA 2012
[Find It]
 

Books and Chapters in Books

Siering, Michael
Decision Support Systems in Electronic Markets – Linguistic Aspects and System Robustness
2014
 

Miscellaneous

Clapham, Benjamin; Siering, Michael; Gomber, Peter
Investor Attention and Algorithmic Decision Making in Financial Markets
In: efl insights 01/2020; Frankfurt am Main 2020
[Find It]

Gomber, Peter; Koch, Jascha-Alexander; Siering, Michael
FinTech und Digital Finance im Bereich der Mittelstandsfinanzierung
In: Der Bank Blog;  2018
[Find It]

Gomber, Peter; Koch, Jascha-Alexander; Siering, Michael
The Status Quo of Research on Digital Finance and FinTech
In: EFL Quarterly, 3/2017; Frankfurt am Main 2017
[Find It]

Janze, Christian; Siering, Michael
How Status Shapes Objectivity in User-Generated Content
In: EFL Quarterly, 2/2016; Frankfurt am Main 2016
[Find It]

Groth, Sven; Siering, Michael; Gomber, Peter
Forecasting News-Related Liquidity Shocks: Extracting Signals from Unstructured Data
In: EFL Quarterly, 1/2015; Frankfurt am Main;  2015
[Find It]

Glaser, Florian; Zimmermann, Kai; Haferkorn, Martin; Weber, Moritz Christian; Siering, Michael
Bitcoin - Asset or Currency? Revealing Users' Hidden Intentions
In: EFL Quarterly, 3/2014; Frankfurt am Main 2014

Siering, Michael
Pump and Dump Market Manipulations: Still a Risk for Investors?
In: EFL Quarterly 4/2013;  2013

Gomber, Peter; Muntermann, Jan; Siering, Michael
Combining Structured and Unstructured Data Sources for Support in Financial Decision Making
In: House of Finance Newsletter 4/2012; Frankfurt, Germany 2012
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