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AI-Lab

Intelligent Design of the Digital Transformation with us

What does AI mean?

Artificial Intelligence (AI) has found its way into private and business life in many ways. However, decision makers face the following challenges:

  • Lack of knowledge about AI applications and their business impact
  • Machine Learning leads to a paradigm shift in application development
  • Companies need to develop know-how and new skills

The Project Group Business & Information Systems Engineering of the Fraunhofer Institute for Applied Information Technology FIT at the Universities of Augsburg and Bayreuth conduct research on practice-oriented questions in the field of AI in various research projects and initiatives. The application of AI and its business influence as well as the design of the organizational context and the required organizational capabilities are subject of

From your first Idea to the Implementation

Our Offer for you in four Fields of Action

Unsere Tätigkeit

Through the Cognitive Functions Lens : A Socio-Technical Analysis of Predictive Maintenance
presented at: 16. Internationale Tagung Wirtschaftsinformatik, Duisburg/Essen, Germany, 2021
Stohr, Alexander
O'Rourke, Jamie
Call me maybe : Methods and practical implementation of artificial intelligence in call center arrivals' forecasting
in: Journal of Business Research, 2021
Albrecht, Tobias
Rausch, Theresa Maria
Derra, Nicholas Daniel
Innovating with Artificial Intelligence : Capturing the Constructive Functional Capabilities of Deep Generative Learning
presented at: 54th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii (Virtual), 2021
Hofmann, Peter
Rückel, Timon
Urbach, Nils
A Holistic Framework for AI Systems in Industrial Applications
presented at: 16. Internationale Tagung Wirtschaftsinformatik, Duisburg/Essen, Germany, 2021
Kaymakci, Can
Wenninger, Simon
Sauer, Alexander
Ready or Not, AI Comes : An Interview Study of Organizational AI Readiness Factors
in: Business & Information Systems Engineering, 2021
Jöhnk, Jan
Weißert, Malte
Wyrtki, Katrin
The Advance of the Machines : Vision und Implikationen einer Machine Economy

Urbach, Nils
Albrecht, Tobias
Guggenberger, Tobias
Jöhnk, Jan
Arnold, Laurin
Gebert, Julia
Jelito, Dennis
Lämmermann, Luis
Schweizer, André
KI-Anwendungsfälle zielgerichtet identifizieren
in: Wirtschaftsinformatik & Management, 2020
Hofmann, Peter
Jöhnk, Jan
Protschky, Dominik
Stähle, Philipp
Urbach, Nils
Buck, Christoph
KI, mein Freund und Helfer - Herausforderungen und Implikationen für die Mensch-KI-Interaktion
in: Aviso : Zeitschrift für Wissenschaft und Kunst in Bayern, 2020
Jöhnk, Jan
Urbach, Nils
Moral agency without responsibility? : Analysis of three ethical models of human-computer interaction in times of artificial intelligence (AI)
in: De Ethica, 2020
Fritz, Alexis
Brandt, Wiebke
Gimpel, Henner
Bayer, Sarah
Affordance-Experimentation-Actualization Theory in Artificial Intelligence Research : a Predictive Maintenance Story
presented at: 40th International Conference on Information Systems, Munich, 2019
Keller, Robert
Stohr, Alexander
Fridgen, Gilbert
Lockl, Jannik
Rieger, Alexander
Think beyond tomorrow : KI, mein Freund und Helfer : Herausforderungen und Implikationen für die Mensch-KI-Interaktion
2019
Alan, Yilmaz
Urbach, Nils
Hinsen, Silvana
Jöhnk, Jan
Beisel, Patrick
Weißert, Malte
Blumenthal, Stephan
Hofmann, Peter
KI - Eine Aufgabe für das ganze Unternehmen
in: CIO Jahrbuch 2020 : Prognosen zur Zukunft der IT, München, 2019
Urbach, Nils
Hofmann, Peter
Protschky, Dominik
Inter-technology relationship networks : Arranging technologies through text mining
in: Technological Forecasting and Social Change, 2019
Hofmann, Peter
Keller, Robert
Urbach, Nils
Ein Entscheidungsunterstützungssystem zur ökonomischen Bewertung von Mieterstrom auf Basis der Clusteranalyse
presented at: 14th International Conference on Wirtschaftsinformatik (WI), Siegen, Germany, 2019
Töppel, Jannick
How to Structure a Company-wide Adoption of Big Data Analytics
presented at: 14th International Conference on Wirtschaftsinformatik (WI), Siegen, Germany, 2019
Bürger, Olga
A D-Vine Copula Quantile Regression Approach for the Prediction of Residential Heating Energy Consumption Based on Historical Data
in: Applied Energy, 2019
Niemierko, Rochus
Töppel, Jannick
Tränkler, Timm
AI-Based Digital Assistants : Opportunities, Threats, and Research Perspectives
in: Business & Information Systems Engineering, 2019
Mädche, Alexander
Legner, Christine
Benlian, Alexander
Berger, Benedikt
Gimpel, Henner
Hess, Thomas
Hinz, Oliver
Morana, Stefan
Söllner, Matthias
Machine Learning approaches along the Radiology Value Chain : Rethinking Value Propositions
presented at: 27th European Conference on Information Systems (ECIS), Stockholm, Sweden, 2019
Hofmann, Peter
Oesterle, Severin
Rust, Paul
Urbach, Nils
Process Forecasting : Towards Proactive Business Process Management
presented at: 16th International Conference on Business Process Management (BPM), Sydney, Australia, 2018
Poll, Rouven
Polyvyanyy, Artem
Rosemann, Michael
Röglinger, Maximilian
Rupprecht, Lea
Relating brand confusion to ad similarities and brand strengths through image data analysis and classification
in: Advances in Data Analysis and Classification, 2018
Baier, Daniel
Frost, Sarah
Big Data beats engineering in residential energy performance assessment : a case study
presented at: DACH+ Energieinformatik 2017, Lugano, Switzerland, 2017
Fridgen, Gilbert
Guggenmos, Florian
Regal, Christian
Schmidt, Marco
PRISM : A Predictive Risk Monitoring Approach for Business Processes
presented at: 14th International Conference on Business Process Management (BPM), Rio de Janeiro, Brazil, 2016
Conforti, Raffaele
Fink, Sven
Manderscheid, Jonas
Röglinger, Maximilian
Smart Data Transformation : Surfing the Big Wave
Fraunhofer FIT, 2016
Oesterle, Severin
Urbach, Nils
Danahar, Mark
van Haaren, Erik
Schulte, Timo
Vuyyuru, Prasad
Image Feature Selection for Market Segmentation : a Comparison of Alternative Approaches
in: Spiliopoulou, Myra (Hrsg.): Data analysis, machine learning and knowledge discovery, Springer, Cham, 2014
Baier, Daniel
Rumstadt, Susanne
Think Big with Big Data : Identifying Suitable Big Data Strategies in Corporate Environments
presented at: 47th Annual Hawaii International Conference on Systems Sciences (HICSS), Waikoloa, USA, 2014
Ebener, Katharina
Bühnen, Thilo
Urbach, Nils
Big Data : A fashionable topic with(out) sustainable relevance for research and practice?
in: Business & Information Systems Engineering, 2013
Buhl, Hans Ulrich
Moser, Florian
Heidemann, Julia
Röglinger, Maximilian
Big Data – Ein (ir-)relevanter Modebegriff für Wissenschaft und Praxis?
in: Wirtschaftsinformatik & Management, 2013
Buhl, Hans Ulrich
Röglinger, Maximilian
Moser, Florian
Heidemann, Julia
Using Image Analysis for Improving Marketing Strategy : Algorithms for Feature Extraction and Model Building
presented at: Data Mining : 2nd International Workshop on Big Data in Business and Marketing, Osaka, Japan, 2013
Baier, Daniel
Daniel, Ines
The Conclusion of Contracts by Software Agents in the Eyes of the Law : Reprint des gleichnamigen Beitrags auf der 7th Intl. Conf. on Autonomous Agents and Multi-Agent Systems
in: Padmavathi, L. (Hrsg.): Software Agents and Law, The Icfai University Press, Hyderabad, Andhra Pradesh, India, 2010
Balke, Tina
Eymann, Torsten
From Real-World Regulations to Concrete Norms for Software Agents : A Case-Based Reasoning Approach
in: Poblet, Marta ; Schild, Uri ; Zeleznikow, John (Hrsg.): Legal and Negotiation Support Systems 2009, Aachen, 2009
Balke, Tina
Novais, Paulo
Andrade, Francisco
Eymann, Torsten
Towards Reputation Enhanced Electronic Negotiations for Service Oriented Computing
in: Falcone, Rino ; Barber, K. Suzanne ; Sabater Mir, Jordi ; Singh, Munindar P. (Hrsg.): Trust in agent societies : 11th international workshop ; TRUST 2008, Estoril, Portugal, May 12 - 13, 2008 ; revised selected and invited papers, Springer, Berlin ; Heidelberg, 2008
König, Stefan
Hudert, Sebastian
Eymann, Torsten
Paolucci, Mario
Self-Organized Scheduling in Hospitals by Connecting Agents and Mobile Devices
in: Kirn, Stefan ; Herzog, Otthein ; Lockemann, Peter ; Spaniol, Otto (Hrsg.): Multiagent engineering : theory and applications in enterprises, Springer, Berlin, 2006
Eymann, Torsten
Müller, Günter
Strasser, Moritz
Softwareagenten in der Krankenhauslogistik : ein Ansatz zur effizienten Ressourcenallokation
in: Haas, Peter (Hrsg.): eHealth, dpunkt-Verl., Heidelberg, 2006
Niemann, Christoph
Eymann, Torsten
Privacy Issues of Combining Ubiquitous Computing and Software Agent Technology in a Life-Critical Environment
in: 2004 IEEE International Conference on Systems, Man & Cybernetics : The Hague, Netherlands, 10 - 13 October 2004. Vol. 6, IEEE Operations Center, Piscataway, NJ, 2004
Eymann, Torsten
Morito, Hajime
Digitale Geschäftsagenten: Softwareagenten im Einsatz
Springer, Berlin, 2003
Eymann, Torsten
Optimizing Strategy in Agent-based Automated Negotiation
in: Uhr, Wolfgang ; Esswein, Werner ; Schoop, Eric (Hrsg.): Wirtschaftsinformatik 2003 : Medien - Märkte - Mobilität. Band 1, Physica-Verlag, Heidelberg, 2003
Meyer, Jörg
Eymann, Torsten
The real challenges of mobile agents
in: Communications of the ACM, 2000
Schoder, Detlef
Eymann, Torsten
Blackboardbasierte Systemunterstützung von Allfinanzangebotsprozessen
in: Künstliche Intelligenz, 1996
Einsfeld, Urike
Will, Andreas
Verteiltes Suchen und Erkennen zur Erstellung von Finanzdienstleistungen
in: Künstliche Intelligenz, 1996
Buhl, Hans Ulrich
Roemer, Mark
Sandbiller, Klaus

Through the Cognitive Functions Lens : A Socio-Technical Analysis of Predictive Maintenance
presented at: 16. Internationale Tagung Wirtschaftsinformatik, Duisburg/Essen, Germany, 2021
Stohr, Alexander
O'Rourke, Jamie
Call me maybe : Methods and practical implementation of artificial intelligence in call center arrivals' forecasting
in: Journal of Business Research, 2021
Albrecht, Tobias
Rausch, Theresa Maria
Derra, Nicholas Daniel
Innovating with Artificial Intelligence : Capturing the Constructive Functional Capabilities of Deep Generative Learning
presented at: 54th Hawaii International Conference on System Sciences (HICSS), Maui, Hawaii (Virtual), 2021
Hofmann, Peter
Rückel, Timon
Urbach, Nils
A Holistic Framework for AI Systems in Industrial Applications
presented at: 16. Internationale Tagung Wirtschaftsinformatik, Duisburg/Essen, Germany, 2021
Kaymakci, Can
Wenninger, Simon
Sauer, Alexander
Ready or Not, AI Comes : An Interview Study of Organizational AI Readiness Factors
in: Business & Information Systems Engineering, 2021
Jöhnk, Jan
Weißert, Malte
Wyrtki, Katrin
The Advance of the Machines : Vision und Implikationen einer Machine Economy

Urbach, Nils
Albrecht, Tobias
Guggenberger, Tobias
Jöhnk, Jan
Arnold, Laurin
Gebert, Julia
Jelito, Dennis
Lämmermann, Luis
Schweizer, André
KI-Anwendungsfälle zielgerichtet identifizieren
in: Wirtschaftsinformatik & Management, 2020
Hofmann, Peter
Jöhnk, Jan
Protschky, Dominik
Stähle, Philipp
Urbach, Nils
Buck, Christoph
KI, mein Freund und Helfer - Herausforderungen und Implikationen für die Mensch-KI-Interaktion
in: Aviso : Zeitschrift für Wissenschaft und Kunst in Bayern, 2020
Jöhnk, Jan
Urbach, Nils
Moral agency without responsibility? : Analysis of three ethical models of human-computer interaction in times of artificial intelligence (AI)
in: De Ethica, 2020
Fritz, Alexis
Brandt, Wiebke
Gimpel, Henner
Bayer, Sarah
Affordance-Experimentation-Actualization Theory in Artificial Intelligence Research : a Predictive Maintenance Story
presented at: 40th International Conference on Information Systems, Munich, 2019
Keller, Robert
Stohr, Alexander
Fridgen, Gilbert
Lockl, Jannik
Rieger, Alexander
Think beyond tomorrow : KI, mein Freund und Helfer : Herausforderungen und Implikationen für die Mensch-KI-Interaktion
2019
Alan, Yilmaz
Urbach, Nils
Hinsen, Silvana
Jöhnk, Jan
Beisel, Patrick
Weißert, Malte
Blumenthal, Stephan
Hofmann, Peter
KI - Eine Aufgabe für das ganze Unternehmen
in: CIO Jahrbuch 2020 : Prognosen zur Zukunft der IT, München, 2019
Urbach, Nils
Hofmann, Peter
Protschky, Dominik
Inter-technology relationship networks : Arranging technologies through text mining
in: Technological Forecasting and Social Change, 2019
Hofmann, Peter
Keller, Robert
Urbach, Nils
Ein Entscheidungsunterstützungssystem zur ökonomischen Bewertung von Mieterstrom auf Basis der Clusteranalyse
presented at: 14th International Conference on Wirtschaftsinformatik (WI), Siegen, Germany, 2019
Töppel, Jannick
How to Structure a Company-wide Adoption of Big Data Analytics
presented at: 14th International Conference on Wirtschaftsinformatik (WI), Siegen, Germany, 2019
Bürger, Olga
A D-Vine Copula Quantile Regression Approach for the Prediction of Residential Heating Energy Consumption Based on Historical Data
in: Applied Energy, 2019
Niemierko, Rochus
Töppel, Jannick
Tränkler, Timm
AI-Based Digital Assistants : Opportunities, Threats, and Research Perspectives
in: Business & Information Systems Engineering, 2019
Mädche, Alexander
Legner, Christine
Benlian, Alexander
Berger, Benedikt
Gimpel, Henner
Hess, Thomas
Hinz, Oliver
Morana, Stefan
Söllner, Matthias
Machine Learning approaches along the Radiology Value Chain : Rethinking Value Propositions
presented at: 27th European Conference on Information Systems (ECIS), Stockholm, Sweden, 2019
Hofmann, Peter
Oesterle, Severin
Rust, Paul
Urbach, Nils
Process Forecasting : Towards Proactive Business Process Management
presented at: 16th International Conference on Business Process Management (BPM), Sydney, Australia, 2018
Poll, Rouven
Polyvyanyy, Artem
Rosemann, Michael
Röglinger, Maximilian
Rupprecht, Lea
Relating brand confusion to ad similarities and brand strengths through image data analysis and classification
in: Advances in Data Analysis and Classification, 2018
Baier, Daniel
Frost, Sarah
Big Data beats engineering in residential energy performance assessment : a case study
presented at: DACH+ Energieinformatik 2017, Lugano, Switzerland, 2017
Fridgen, Gilbert
Guggenmos, Florian
Regal, Christian
Schmidt, Marco
PRISM : A Predictive Risk Monitoring Approach for Business Processes
presented at: 14th International Conference on Business Process Management (BPM), Rio de Janeiro, Brazil, 2016
Conforti, Raffaele
Fink, Sven
Manderscheid, Jonas
Röglinger, Maximilian
Smart Data Transformation : Surfing the Big Wave
Fraunhofer FIT, 2016
Oesterle, Severin
Urbach, Nils
Danahar, Mark
van Haaren, Erik
Schulte, Timo
Vuyyuru, Prasad
Image Feature Selection for Market Segmentation : a Comparison of Alternative Approaches
in: Spiliopoulou, Myra (Hrsg.): Data analysis, machine learning and knowledge discovery, Springer, Cham, 2014
Baier, Daniel
Rumstadt, Susanne
Think Big with Big Data : Identifying Suitable Big Data Strategies in Corporate Environments
presented at: 47th Annual Hawaii International Conference on Systems Sciences (HICSS), Waikoloa, USA, 2014
Ebener, Katharina
Bühnen, Thilo
Urbach, Nils
Big Data : A fashionable topic with(out) sustainable relevance for research and practice?
in: Business & Information Systems Engineering, 2013
Buhl, Hans Ulrich
Moser, Florian
Heidemann, Julia
Röglinger, Maximilian
Big Data – Ein (ir-)relevanter Modebegriff für Wissenschaft und Praxis?
in: Wirtschaftsinformatik & Management, 2013
Buhl, Hans Ulrich
Röglinger, Maximilian
Moser, Florian
Heidemann, Julia
Using Image Analysis for Improving Marketing Strategy : Algorithms for Feature Extraction and Model Building
presented at: Data Mining : 2nd International Workshop on Big Data in Business and Marketing, Osaka, Japan, 2013
Baier, Daniel
Daniel, Ines
The Conclusion of Contracts by Software Agents in the Eyes of the Law : Reprint des gleichnamigen Beitrags auf der 7th Intl. Conf. on Autonomous Agents and Multi-Agent Systems
in: Padmavathi, L. (Hrsg.): Software Agents and Law, The Icfai University Press, Hyderabad, Andhra Pradesh, India, 2010
Balke, Tina
Eymann, Torsten
From Real-World Regulations to Concrete Norms for Software Agents : A Case-Based Reasoning Approach
in: Poblet, Marta ; Schild, Uri ; Zeleznikow, John (Hrsg.): Legal and Negotiation Support Systems 2009, Aachen, 2009
Balke, Tina
Novais, Paulo
Andrade, Francisco
Eymann, Torsten
Towards Reputation Enhanced Electronic Negotiations for Service Oriented Computing
in: Falcone, Rino ; Barber, K. Suzanne ; Sabater Mir, Jordi ; Singh, Munindar P. (Hrsg.): Trust in agent societies : 11th international workshop ; TRUST 2008, Estoril, Portugal, May 12 - 13, 2008 ; revised selected and invited papers, Springer, Berlin ; Heidelberg, 2008
König, Stefan
Hudert, Sebastian
Eymann, Torsten
Paolucci, Mario
Self-Organized Scheduling in Hospitals by Connecting Agents and Mobile Devices
in: Kirn, Stefan ; Herzog, Otthein ; Lockemann, Peter ; Spaniol, Otto (Hrsg.): Multiagent engineering : theory and applications in enterprises, Springer, Berlin, 2006
Eymann, Torsten
Müller, Günter
Strasser, Moritz
Softwareagenten in der Krankenhauslogistik : ein Ansatz zur effizienten Ressourcenallokation
in: Haas, Peter (Hrsg.): eHealth, dpunkt-Verl., Heidelberg, 2006
Niemann, Christoph
Eymann, Torsten
Privacy Issues of Combining Ubiquitous Computing and Software Agent Technology in a Life-Critical Environment
in: 2004 IEEE International Conference on Systems, Man & Cybernetics : The Hague, Netherlands, 10 - 13 October 2004. Vol. 6, IEEE Operations Center, Piscataway, NJ, 2004
Eymann, Torsten
Morito, Hajime
Digitale Geschäftsagenten: Softwareagenten im Einsatz
Springer, Berlin, 2003
Eymann, Torsten
Optimizing Strategy in Agent-based Automated Negotiation
in: Uhr, Wolfgang ; Esswein, Werner ; Schoop, Eric (Hrsg.): Wirtschaftsinformatik 2003 : Medien - Märkte - Mobilität. Band 1, Physica-Verlag, Heidelberg, 2003
Meyer, Jörg
Eymann, Torsten
The real challenges of mobile agents
in: Communications of the ACM, 2000
Schoder, Detlef
Eymann, Torsten
Blackboardbasierte Systemunterstützung von Allfinanzangebotsprozessen
in: Künstliche Intelligenz, 1996
Einsfeld, Urike
Will, Andreas
Verteiltes Suchen und Erkennen zur Erstellung von Finanzdienstleistungen
in: Künstliche Intelligenz, 1996
Buhl, Hans Ulrich
Roemer, Mark
Sandbiller, Klaus

Contact person

Prof. Dr. Nils Urbach

Professorship for Information Systems, Digital Business and Mobility

Our Experts for a holistic View

Prof. Dr. Maximilian Röglinger

Chair of Information Systems and Business Process Management

Prof. Dr. Torsten Eymann

Chair of Business Administration VII - Information Systems

Prof. Dr. Henner Gimpel

Chair for Digital Management

Prof. Dr. Björn Häckel

Professorship for Digital Value Networks

Prof. Dr. Gilbert Fridgen

PayPal-FNR PEARL Chair in Digital Financial Services

Dr. Robert
Keller

Dr. Martin
Weibelzahl

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