Mathias Klier

89 papers C 13Journal 37Unranked 39
YearRankTypeTitle / Venue / Authors
2025 J jnl
Anomaly-based Assessment of Semantic Consistency: Design and Evaluation of a Novel Probability-based Metric in Cooperation with a German Car Manufacturer.
ACM J. Data Inf. Qual.
Mathias Klier, Andreas Alexander Obermeier, Christian Sparn, Torben Widmann
2025 J jnl
Aspect-based currency of customer reviews: A novel probability-based metric to pave the way for data quality-aware decision-making.
Electron. Mark.
Lukas Jakob Hägele, Mathias Klier, Lars Moestue, Andreas Alexander Obermeier
2025 J jnl
Assessing Completeness of IoT Data: A Novel Probabilistic Approach.
Bus. Inf. Syst. Eng.
Mathias Klier, Lars Moestue, Andreas Alexander Obermeier, Torben Widmann
2025 J jnl
Different but the Same? An Event-Driven Approach to Determine Probabilities of Data Duplication.
MIS Q.
Bernd Heinrich, Mathias Klier, Andreas Alexander Obermeier, Alexander Schiller
2025 J jnl
Driving business value through people analytics: Literature review and research agenda from an information systems perspective.
Electron. Mark.
Sven Bottesch, Chiara Schwenke, Maximilian Förster, Mathias Klier
2025 — conf
It Takes Two to Tango - A Comparative Analysis of Human and AI Decision-Making through Eye Tracking and Explainable AI.
ECIS
Christopher Tille, Christian Sparn, Mathias Klier
2025 C conf
Revealing the AI's Reasoning in Human-in-the-Loop Systems: How Explanations Impact Human Feedback.
ICIS
Maximilian Buck, Hannah Knehr, Maximilian Förster, Mathias Klier
2025 J jnl
Tell me more, tell me more: the impact of explanations on learning from feedback provided by Artificial Intelligence.
Eur. J. Inf. Syst.
Maximilian Förster, Hanna Rebecca Broder, Marie C. Fahr, Mathias Klier, Lior Fink
2025 J jnl
Too old to find employment? A novel approach to leverage the power of digital peer groups for older unemployed.
Inf. Syst. E Bus. Manag.
Hanna Rebecca Broder, Maximilian Förster, Julia Klier, Mathias Klier, Irina Sigler
2025 — conf
What's Past is Prologue: a Novel Method to Explain AI-based Time Series Forecasts.
ECIS
Lara Frost, Maximilian Förster, Mathias Klier
2024 — conf
Age Ain't Just a Number: Exploring the Volume vs. Age Dilemma for Textual Data to Enhance Decision Making.
Wirtschaftsinformatik
Lukas Jakob Hägele, Mathias Klier, Andreas Alexander Obermeier, Torben Widmann
2024 — conf
Building AI Literacy with Experiential Learning - Insights from a Field Experiment in K-12 Education.
Wirtschaftsinformatik
Maximilian Förster, Kirsten Pitz, Andrea Wrabel, Mathias Klier, Steffen Zimmermann
2024 C conf
Choose Wisely: Leveraging Explainable AI to Support Reflective Decision-Making.
ICIS
Maximilian Förster, Philipp Schröppel, Chiara Schwenke, Lior Fink, Mathias Klier
2024 — conf
Introduction to the Minitrack on Explainable Artificial Intelligence (XAI).
HICSS
Mathias Klier, Christian Meske, Babak Abedin, Fethi Rabhi
2024 C conf
Oldie But Goodie - Currency Beats Data Age of Customer Reviews When It Comes to Recommender System Performance.
ICIS
Lukas Jakob Hägele, Mathias Klier, Andreas Alexander Obermeier, Christian Sparn
2024 J jnl
START Foundation: Coping with Bias and Fairness when Implementing and Using an AI System.
Commun. Assoc. Inf. Syst.
Chiara Schwenke, Julia Brasse, Maximilian Förster, Mathias Klier
2023 J jnl
Explainable artificial intelligence in information systems: A review of the status quo and future research directions.
Electron. Mark.
Julia Brasse, Hanna Rebecca Broder, Maximilian Förster, Mathias Klier, Irina Sigler
2023 — conf
Introduction to the Minitrack on Explainable Artificial Intelligence (XAI).
HICSS
Babak Abedin, Christian Meske, Fethi Rabhi, Mathias Klier
2023 J jnl
User-centric explainable AI: design and evaluation of an approach to generate coherent counterfactual explanations for structured data.
J. Decis. Syst.
Maximilian Förster, Philipp Hühn, Mathias Klier, Kilian Kluge
2023 J jnl
What to buy, Pepper? - Bridging the Physical and the Digital World with Recommendations from Humanoid Robots.
J. Decis. Syst.
Roland Graef, Mathias Klier, Andreas Alexander Obermeier, Jan-Felix Zolitschka
2022 J jnl
Explainable and responsible artificial intelligence.
Electron. Mark.
Christian Meske, Babak Abedin, Mathias Klier, Fethi Rabhi
2022 — conf
Introduction to the Minitrack on Explainable Artificial Intelligence (XAI).
HICSS
Babak Abedin, Mathias Klier, Christian Meske, Fethi A. Rabhi
2022 J jnl
Leveraging the Power of Peer Groups for Refugee Integration.
Bus. Inf. Syst. Eng.
Maximilian Förster, Julia Klier, Mathias Klier, Katharina Schäfer-Siebert, Irina Sigler
2021 — conf
Capturing Users' Reality: A Novel Approach to Generate Coherent Counterfactual Explanations.
HICSS
Maximilian Förster, Philipp Hühn, Mathias Klier, Kilian Kluge
2021 C conf
Event-Driven Assessment of Currency of Wiki Articles: A Novel Probability-Based Metric.
ICIS
Mathias Klier, Lars Moestue, Andreas Alexander Obermeier, Torben Widmann
2021 J jnl
Human-machine collaboration in online customer service - a long-term feedback-based approach.
Electron. Mark.
Roland Graef, Mathias Klier, Kilian Kluge, Jan-Felix Zolitschka
2021 J jnl
In the same boat: social support in online peer groups for career counseling.
Electron. Mark.
Annette Felgenhauer, Katharina Kaufmann, Julia Klier, Mathias Klier
2020 — conf
#Jobless #Older #Digital - Digital Media User Types of the Older unemployed.
ECIS
Julia Klier, Mathias Klier, Katharina Schäfer-Siebert, Irina Sigler
2020 — conf
Evaluating Explainable Artifical Intelligence - What Users Really Appreciate.
ECIS
Maximilian Förster, Mathias Klier, Kilian Kluge, Irina Sigler
2020 C conf
Fostering Human Agency: A Process for the Design of User-Centric XAI Systems.
ICIS
Maximilian Förster, Mathias Klier, Kilian Kluge, Irina Sigler
2020 C conf
Getting to the Heart of Groups - Analyzing Social Support and Sentiment in Online Peer Groups.
ICIS
Patrick Bedué, Maximilian Förster, Mathias Klier, Kilian Zepf
2019 — conf
Explaining the Stars: Aspect-based Sentiment Analysis of Online Customer Reviews.
ECIS
Markus Binder, Bernd Heinrich, Mathias Klier, Andreas Alexander Obermeier, Alexander Schiller
2019 — conf
Online Peer Groups - a Design-Oriented Approach to Addressing the unemployment of People with Complex Barriers.
ECIS
Annette Felgenhauer, Maximilian Förster, Katharina Kaufmann, Julia Klier, Mathias Klier
2019 J jnl
Power of Mobile Peer Groups: A Design-Oriented Approach to Address Youth Unemployment.
J. Manag. Inf. Syst.
Julia Klier, Mathias Klier, Lea Thiel, Ritu Agarwal
2018 J jnl
"Thanks for sharing" - Identifying users' roles based on knowledge contribution in Enterprise Social Networks.
Comput. Networks
Alexandra Cetto, Mathias Klier, Alexander Richter, Jan-Felix Zolitschka
2018 — conf
A Novel Hybrid Knowledge Retrieval Approach for Online Customer Service Platforms.
ECIS
Patrick Bedué, Roland Graef, Mathias Klier, Jan-Felix Zolitschka
2018 J jnl
Assessing data quality - A probability-based metric for semantic consistency.
Decis. Support Syst.
Bernd Heinrich, Mathias Klier, Alexander Schiller, Gerit Wagner
2018 — conf
Customers' Intention to Switch to Mobile Self-Service Technologies.
ECIS
Patrick Bedué, Alexandra Cetto, Julia Klier, Mathias Klier
2018 — conf
Event-Driven Duplicate Detection: A Probability-based Approach.
ECIS
Bernd Heinrich, Mathias Klier, Andreas Alexander Obermeier, Alexander Schiller
2018 J jnl
Requirements for Data Quality Metrics.
ACM J. Data Inf. Qual.
Bernd Heinrich, Diana Hristova, Mathias Klier, Alexander Schiller, Michael Szubartowicz
2017 J jnl
Customer lifetime network value: customer valuation in the context of network effects.
Electron. Mark.
Miriam Däs, Julia Klier, Mathias Klier, Georg Lindner, Lea Thiel
2017 C conf
Customers' Influence Makes or Breaks Your Brand's Success Story - Accounting for Positive and Negative Social Influence in Online Customer Networks.
ICIS
Catherine Baethge, Julia Klier, Mathias Klier, Georg Lindner
2017 J jnl
How to manage IS requirements in complex public sector structures: toward an action design research approach.
Requir. Eng.
Julia Klier, Mathias Klier, Sebastian Muschter
2017 — conf
Mobile Job Search Applications - New pathway to Increase youths' Job Application Efforts?
ECIS
Annette Felgenhauer, Solveigh Hieronimus, Julia Klier, Mathias Klier, Lea Thiel
2017 J jnl
Special issue on social media networks in business.
Comput. Networks
Julia Klier, Mathias Klier, Alexander Richter, Rolf T. Wigand
2017 — conf
The Impact of Social Engagement on Customer Profitability - Insights from a Direct Banking Institution's Online Customer Network.
ECIS
Annette Felgenhauer, Julia Klier, Mathias Klier, Georg Lindner
2017 C conf
Two Sides of the Same Coin? - The Effects of Hierarchy Inside and Outside Enterprise Social Networks.
ICIS
Julia Klier, Mathias Klier, Alexander Richter, Katharina Wiesneth
2016 — conf
Bürgerzufriedenheit durch E-Government? - Eine Analyse auf Basis des Kano-Modells.
MKWI
Marietheres Dietz, Julia Klier, Mathias Klier, Katharina Wiesneth
2016 — conf
Enterprise Social Networks from a Manager's Perspective.
HICSS
Alexander Richter, Corinna Hetmank, Julia Klier, Mathias Klier, Maria Muller
2016 — conf
Social Engagement and Customer Profitability in Online Customer Networks.
ECIS
Julia Klier, Mathias Klier, Georg Lindner
2016 J jnl
Social commerce - state-of-the-art and future research directions.
Electron. Mark.
Catherine Baethge, Julia Klier, Mathias Klier
2016 — conf
The Blessing of Giving: Kowledge Sharing and Knowledge seeking in Enterprise Social Networks.
ECIS
Alexandra Cetto, Julia Klier, Mathias Klier, Alexander Richter, Katharina Wiesneth
2016 J jnl
The impact of self-service technologies - towards an economic decision model and its application at the German Federal Employment Agency.
J. Decis. Syst.
Julia Klier, Mathias Klier, Anna-Luisa Müller, Christian Rauch
2016 — conf
Vorwort.
MKWI
Bernd Heinrich, Mathias Klier
2015 J jnl
Automated planning of process models: Design of a novel approach to construct exclusive choices.
Decis. Support Syst.
Bernd Heinrich, Mathias Klier, Steffen Zimmermann
2015 — conf
Can Social Media Help to Alleviate Skilled Worker Shortage? First Insights from the German Federal Employment Agency.
Wirtschaftsinformatik
Julia Klier, Mathias Klier, Volker Rebhan, Lea Thiel
2015 — conf
Customers Can Do Better! A Case Study of Self-Service Kiosk Technologies at the German Federal Employment Agency.
Wirtschaftsinformatik
Julia Klier, Mathias Klier, Anna-Luisa Müller, Christian Rauch
2015 C conf
Enhancing Decision Support in Multi User Service Selection.
ICIS
Bernd Heinrich, Mathias Klier, Lars Lewerenz, Michael Mayer
2015 J jnl
Metric-based data quality assessment - Developing and evaluating a probability-based currency metric.
Decis. Support Syst.
Bernd Heinrich, Mathias Klier
2015 C conf
The Impact of Formal Hierarchies on Enterprise Social Networking Behavior.
ICIS
Sebastian Behrendt, Julia Klier, Mathias Klier, Alexander Richter
2015 — conf
Why Should I Do It Myself? Hedonic and Utilitarian Motivations of Customers' Intention to Use Self-service Technologies.
ECIS
Alexandra Cetto, Julia Klier, Mathias Klier
2014 — conf
"who is Key...?" - Characterizing Value Adding Users in Enterprise Social Networks.
ECIS
Katharina Berger, Julia Klier, Mathias Klier, Alexander Richter
2014 J jnl
A Review of Information Systems Research on Online Social Networks.
Commun. Assoc. Inf. Syst.
Katharina Berger, Julia Klier, Mathias Klier, Florian Probst
2014 — conf
Addressing Methodical Aspects of Interdependent Standardization Decisions.
ECIS
Bernd Heinrich, Mathias Klier
2014 C conf
Customer Lifetime Network Value.
ICIS
Julia Klier, Mathias Klier, Florian Probst, Lea Thiel
2014 J jnl
The connectedness, pervasiveness and ubiquity of online social networks.
Comput. Networks
Julia Klier, Mathias Klier, Rolf T. Wigand
2013 — conf
Success Measurement of Enterprise Social Networks.
Wirtschaftsinformatik
Alexander Richter, Julia Heidemann, Mathias Klier, Sebastian Behrendt
2013 J jnl
The optimal level of CRM IT investments - An economic model and its application at a financial services provider.
Electron. Mark.
Julia Heidemann, Mathias Klier, Andrea Landherr, Steffen Zimmermann
2012 J jnl
Online social networks: A survey of a global phenomenon.
Comput. Networks
Julia Heidemann, Mathias Klier, Florian Probst
2012 J jnl
Valuation of online social networks taking into account users' interconnectedness.
Inf. Syst. E Bus. Manag.
Martin Gneiser, Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst
2012 — conf
Ökonomische Potenziale einer Online-Kundenwertanalysezur gezielten Kundenansprache im Internet.
MKWI
Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst
2011 — conf
Analyzing the impact of new features on users' communication activities in online social networks.
ECIS
Lukas Demetz, Bernd Heinrich, Mathias Klier
2011 J jnl
Assessing data currency - a probabilistic approach.
J. Inf. Sci.
Bernd Heinrich, Mathias Klier
2011 — conf
Automatisierte Modellierung, Umsetzung und Ausführung von Prozessen - Ein Web Service-basiertes Konzept.
Wirtschaftsinformatik
Bernd Heinrich, Mathias Klier, Steffen Zimmermann
2011 J jnl
Soziale Netzwerke im Web - Chancen und Risiken im CRM von Unternehmen.
Wirtschaftsinformatik Manag.
Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst
2011 J jnl
Special Interest Networks - eine Fallstudie am Beispiel von Netzathleten.de.
HMD Prax. Wirtsch.
Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst, Florian Calmbach
2010 C conf
Identifying Key Users in Online Social Networks: A PageRank Based Approach.
ICIS
Julia Heidemann, Mathias Klier, Florian Probst
2009 J jnl
A Procedure to Develop Metrics for Currency and its Application in CRM.
ACM J. Data Inf. Qual.
Bernd Heinrich, Mathias Klier, Marcus Kaiser
2009 — conf
A novel data quality metric for timeliness considering supplemental data.
ECIS
Bernd Heinrich, Mathias Klier
2009 — conf
Quantifying Users' Interconnectedness in Online Social Networks - An Indispensible Step for Economic Valuation.
AMCIS/SIGeBIZ
Martin Gneiser, Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst
2009 — conf
Quantifying Users' Interconnectedness in Online Social Networks - An Indispensible Step for Economic Valuation.
AMCIS
Martin Gneiser, Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst
2009 — conf
Valuation of online social networks - An economic model and its application using the case of Xing.com.
ECIS
Mathias Klier, Julia Heidemann, Martin Gneiser, Christian Weiá
2009 — conf
Ökonomische Planung kundenorientierter IT-Investitionen - Ein modellbasierter Ansatz und seine Anwendung bei einem Finanzdienstleister.
Wirtschaftsinformatik (2)
Julia Heidemann, Mathias Klier, Andrea Landherr, Steffen Zimmermann
2008 — conf
Does the EU Insurance Mediation Directive Help to Improve Data Quality? A Metric- Based Analysis.
ECIS
Bernd Heinrich, Marcus Kaiser, Mathias Klier
2008 J jnl
Metriken zur Bewertung der Datenqualität - Konzeption und praktischer Nutzen.
Inform. Spektrum
Mathias Klier
2007 — conf
DQ Metrics: A Novel Approach To Quantify Timeliness And Its Application In CRM.
ICIQ
Bernd Heinrich, Marcus Kaiser, Mathias Klier
2007 C conf
How to Measure Data Quality? - A Metric-Based Approach.
ICIS
Marcus Kaiser, Mathias Klier, Bernd Heinrich
2007 — conf
Metrics for Measuring Data Quality - Foundations for an Economic Data Quality Management.
ICSOFT (ISDM/EHST/DC)
Bernd Heinrich, Marcus Kaiser, Mathias Klier
2006 J jnl
Unternehmensweite Anwendungs-integration - Zentrale Anreizsetzung zur Realisierung von Netzwerkeffekten bei dezentralen Entscheidungsstrukturen.
Wirtschaftsinf.
Bernd Heinrich, Mathias Klier, Marc-Andre Bewernik