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ORCIDMathias Klier
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2020 – today
- 2025
[j31]Lukas Jakob Hägele, Mathias Klier, Lars Moestue, Andreas Alexander Obermeier:
Aspect-based currency of customer reviews: A novel probability-based metric to pave the way for data quality-aware decision-making. Electron. Mark. 35(1): 10 (2025)- 2024
- [j30]Chiara Schwenke, Julia Brasse, Maximilian Förster, Mathias Klier:
START Foundation: Coping with Bias and Fairness when Implementing and Using an AI System. Commun. Assoc. Inf. Syst. 54: 43 (2024) - [c47]Mathias Klier, Christian Meske, Babak Abedin, Fethi Rabhi:
Introduction to the Minitrack on Explainable Artificial Intelligence (XAI). HICSS 2024: 1285-1286 - [c46]Maximilian Förster, Philipp Schröppel, Chiara Schwenke, Lior Fink, Mathias Klier:
Choose Wisely: Leveraging Explainable AI to Support Reflective Decision-Making. ICIS 2024 - [c45]Lukas Jakob Hägele, Mathias Klier, Andreas Alexander Obermeier, Christian Sparn:
Oldie But Goodie - Currency Beats Data Age of Customer Reviews When It Comes to Recommender System Performance. ICIS 2024 - 2023
- [j29]Julia Brasse, Hanna Rebecca Broder, Maximilian Förster, Mathias Klier
, Irina Sigler:
Explainable artificial intelligence in information systems: A review of the status quo and future research directions. Electron. Mark. 33(1): 26 (2023) - [j28]Roland Graef, Mathias Klier, Andreas Alexander Obermeier, Jan-Felix Zolitschka:
What to buy, Pepper? - Bridging the Physical and the Digital World with Recommendations from Humanoid Robots. J. Decis. Syst. 32(2): 439-465 (2023) - [j27]Maximilian Förster, Philipp Hühn, Mathias Klier, Kilian Kluge:
User-centric explainable AI: design and evaluation of an approach to generate coherent counterfactual explanations for structured data. J. Decis. Syst. 32(4): 700-731 (2023) - [c44]Babak Abedin, Christian Meske, Fethi Rabhi, Mathias Klier:
Introduction to the Minitrack on Explainable Artificial Intelligence (XAI). HICSS 2023: 1073-1074 - 2022
- [j26]Maximilian Förster, Julia Klier, Mathias Klier, Katharina Schäfer-Siebert, Irina Sigler:
Leveraging the Power of Peer Groups for Refugee Integration. Bus. Inf. Syst. Eng. 64(4): 441-457 (2022) - [j25]Christian Meske, Babak Abedin, Mathias Klier, Fethi Rabhi:
Explainable and responsible artificial intelligence. Electron. Mark. 32(4): 2103-2106 (2022) - [c43]Babak Abedin, Mathias Klier, Christian Meske, Fethi A. Rabhi:
Introduction to the Minitrack on Explainable Artificial Intelligence (XAI). HICSS 2022: 1-2 - 2021
- [j24]Annette Felgenhauer, Katharina Kaufmann, Julia Klier, Mathias Klier:
In the same boat: social support in online peer groups for career counseling. Electron. Mark. 31(1): 197-213 (2021) - [j23]Roland Graef, Mathias Klier, Kilian Kluge, Jan-Felix Zolitschka:
Human-machine collaboration in online customer service - a long-term feedback-based approach. Electron. Mark. 31(2): 319-341 (2021) - [c42]Maximilian Förster, Philipp Hühn, Mathias Klier, Kilian Kluge:
Capturing Users' Reality: A Novel Approach to Generate Coherent Counterfactual Explanations. HICSS 2021: 1-10 - [c41]Mathias Klier, Lars Moestue, Andreas Alexander Obermeier, Torben Widmann:
Event-Driven Assessment of Currency of Wiki Articles: A Novel Probability-Based Metric. ICIS 2021 - 2020
- [c40]Maximilian Förster, Mathias Klier, Kilian Kluge, Irina Sigler:
Evaluating Explainable Artifical Intelligence - What Users Really Appreciate. ECIS 2020 - [c39]Julia Klier, Mathias Klier, Katharina Schäfer-Siebert, Irina Sigler:
#Jobless #Older #Digital - Digital Media User Types of the Older unemployed. ECIS 2020 - [c38]Patrick Bedué, Maximilian Förster, Mathias Klier, Kilian Zepf:
Getting to the Heart of Groups - Analyzing Social Support and Sentiment in Online Peer Groups. ICIS 2020 - [c37]Maximilian Förster, Mathias Klier, Kilian Kluge, Irina Sigler:
Fostering Human Agency: A Process for the Design of User-Centric XAI Systems. ICIS 2020
2010 – 2019
- 2019
- [j22]Julia Klier, Mathias Klier, Lea Thiel, Ritu Agarwal:
Power of Mobile Peer Groups: A Design-Oriented Approach to Address Youth Unemployment. J. Manag. Inf. Syst. 36(1): 158-193 (2019) - [c36]Markus Binder, Bernd Heinrich, Mathias Klier, Andreas Alexander Obermeier, Alexander Schiller:
Explaining the Stars: Aspect-based Sentiment Analysis of Online Customer Reviews. ECIS 2019 - [c35]Annette Felgenhauer, Maximilian Förster, Katharina Kaufmann, Julia Klier, Mathias Klier:
Online Peer Groups - a Design-Oriented Approach to Addressing the unemployment of People with Complex Barriers. ECIS 2019 - 2018
- [j21]Alexandra Cetto, Mathias Klier, Alexander Richter, Jan-Felix Zolitschka:
"Thanks for sharing" - Identifying users' roles based on knowledge contribution in Enterprise Social Networks. Comput. Networks 135: 275-288 (2018) - [j20]Bernd Heinrich, Mathias Klier, Alexander Schiller, Gerit Wagner:
Assessing data quality - A probability-based metric for semantic consistency. Decis. Support Syst. 110: 95-106 (2018) - [j19]Bernd Heinrich, Diana Hristova, Mathias Klier, Alexander Schiller, Michael Szubartowicz:
Requirements for Data Quality Metrics. ACM J. Data Inf. Qual. 9(2): 12:1-12:32 (2018) - [c34]Patrick Bedué, Alexandra Cetto, Julia Klier, Mathias Klier:
Customers' Intention to Switch to Mobile Self-Service Technologies. ECIS 2018: 127 - [c33]Bernd Heinrich, Mathias Klier, Andreas Alexander Obermeier, Alexander Schiller:
Event-Driven Duplicate Detection: A Probability-based Approach. ECIS 2018: 198 - [c32]Patrick Bedué, Roland Graef, Mathias Klier, Jan-Felix Zolitschka:
A Novel Hybrid Knowledge Retrieval Approach for Online Customer Service Platforms. ECIS 2018: 201 - 2017
- [j18]Julia Klier, Mathias Klier, Alexander Richter, Rolf T. Wigand:
Special issue on social media networks in business. Comput. Networks 114: 111-113 (2017) - [j17]Miriam Däs, Julia Klier, Mathias Klier, Georg Lindner, Lea Thiel:
Customer lifetime network value: customer valuation in the context of network effects. Electron. Mark. 27(4): 307-328 (2017) - [j16]Julia Klier, Mathias Klier, Sebastian Muschter:
How to manage IS requirements in complex public sector structures: toward an action design research approach. Requir. Eng. 22(4): 419-432 (2017) - [c31]Annette Felgenhauer, Solveigh Hieronimus, Julia Klier, Mathias Klier, Lea Thiel:
Mobile Job Search Applications - New pathway to Increase youths' Job Application Efforts? ECIS 2017: 47 - [c30]Annette Felgenhauer, Julia Klier, Mathias Klier, Georg Lindner:
The Impact of Social Engagement on Customer Profitability - Insights from a Direct Banking Institution's Online Customer Network. ECIS 2017: 134 - [c29]Catherine Baethge, Julia Klier, Mathias Klier, Georg Lindner:
Customers' Influence Makes or Breaks Your Brand's Success Story - Accounting for Positive and Negative Social Influence in Online Customer Networks. ICIS 2017 - [c28]Julia Klier, Mathias Klier, Alexander Richter, Katharina Wiesneth:
Two Sides of the Same Coin? - The Effects of Hierarchy Inside and Outside Enterprise Social Networks. ICIS 2017 - 2016
- [j15]Catherine Baethge, Julia Klier, Mathias Klier:
Social commerce - state-of-the-art and future research directions. Electron. Mark. 26(3): 269-290 (2016) - [j14]Julia Klier, Mathias Klier, Anna-Luisa Müller, Christian Rauch:
The impact of self-service technologies - towards an economic decision model and its application at the German Federal Employment Agency. J. Decis. Syst. 25(2): 151-172 (2016) - [c27]Alexandra Cetto, Julia Klier, Mathias Klier, Alexander Richter, Katharina Wiesneth:
The Blessing of Giving: Kowledge Sharing and Knowledge seeking in Enterprise Social Networks. ECIS 2016: Research Paper 64 - [c26]Julia Klier, Mathias Klier, Georg Lindner:
Social Engagement and Customer Profitability in Online Customer Networks. ECIS 2016: Research Paper 69 - [c25]Alexander Richter, Corinna Hetmank, Julia Klier, Mathias Klier, Maria Muller:
Enterprise Social Networks from a Manager's Perspective. HICSS 2016: 4242-4251 - [c24]Bernd Heinrich, Mathias Klier:
Vorwort. MKWI 2016: 67 - [c23]Marietheres Dietz, Julia Klier, Mathias Klier, Katharina Wiesneth:
Bürgerzufriedenheit durch E-Government? - Eine Analyse auf Basis des Kano-Modells. MKWI 2016: 505-516 - 2015
- [j13]Bernd Heinrich, Mathias Klier:
Metric-based data quality assessment - Developing and evaluating a probability-based currency metric. Decis. Support Syst. 72: 82-96 (2015) - [j12]Bernd Heinrich, Mathias Klier, Steffen Zimmermann:
Automated planning of process models: Design of a novel approach to construct exclusive choices. Decis. Support Syst. 78: 1-14 (2015) - [c22]Alexandra Cetto, Julia Klier, Mathias Klier:
Why Should I Do It Myself? Hedonic and Utilitarian Motivations of Customers' Intention to Use Self-service Technologies. ECIS 2015 - [c21]Sebastian Behrendt, Julia Klier, Mathias Klier, Alexander Richter:
The Impact of Formal Hierarchies on Enterprise Social Networking Behavior. ICIS 2015 - [c20]Bernd Heinrich, Mathias Klier, Lars Lewerenz, Michael Mayer:
Enhancing Decision Support in Multi User Service Selection. ICIS 2015 - [c19]Julia Klier, Mathias Klier, Anna-Luisa Müller, Christian Rauch:
Customers Can Do Better! A Case Study of Self-Service Kiosk Technologies at the German Federal Employment Agency. Wirtschaftsinformatik 2015: 302-316 - [c18]Julia Klier, Mathias Klier, Volker Rebhan, Lea Thiel:
Can Social Media Help to Alleviate Skilled Worker Shortage? First Insights from the German Federal Employment Agency. Wirtschaftsinformatik 2015: 797-810 - 2014
- [j11]Katharina Berger, Julia Klier, Mathias Klier, Florian Probst:
A Review of Information Systems Research on Online Social Networks. Commun. Assoc. Inf. Syst. 35: 8 (2014) - [j10]Julia Klier, Mathias Klier, Rolf T. Wigand:
The connectedness, pervasiveness and ubiquity of online social networks. Comput. Networks 75: 473-476 (2014) - [c17]Katharina Berger, Julia Klier, Mathias Klier, Alexander Richter:
"who is Key...?" - Characterizing Value Adding Users in Enterprise Social Networks. ECIS 2014 - [c16]Bernd Heinrich, Mathias Klier:
Addressing Methodical Aspects of Interdependent Standardization Decisions. ECIS 2014 - [c15]Julia Klier, Mathias Klier, Florian Probst, Lea Thiel:
Customer Lifetime Network Value. ICIS 2014 - 2013
- [j9]Julia Heidemann, Mathias Klier, Andrea Landherr, Steffen Zimmermann:
The optimal level of CRM IT investments - An economic model and its application at a financial services provider. Electron. Mark. 23(1): 73-84 (2013) - [c14]Alexander Richter, Julia Heidemann, Mathias Klier, Sebastian Behrendt:
Success Measurement of Enterprise Social Networks. Wirtschaftsinformatik 2013: 20 - 2012
- [j8]Julia Heidemann, Mathias Klier, Florian Probst:
Online social networks: A survey of a global phenomenon. Comput. Networks 56(18): 3866-3878 (2012) - [j7]Martin Gneiser, Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst:
Valuation of online social networks taking into account users' interconnectedness. Inf. Syst. E Bus. Manag. 10(1): 61-84 (2012) - [c13]Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst:
Ökonomische Potenziale einer Online-Kundenwertanalysezur gezielten Kundenansprache im Internet. MKWI 2012: 1897-1908 - 2011
- [j6]Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst, Florian Calmbach:
Special Interest Networks - eine Fallstudie am Beispiel von Netzathleten.de. HMD Prax. Wirtsch. 282: 103-112 (2011) - [j5]Bernd Heinrich, Mathias Klier:
Assessing data currency - a probabilistic approach. J. Inf. Sci. 37(1): 86-100 (2011) - [j4]Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst:
Soziale Netzwerke im Web - Chancen und Risiken im CRM von Unternehmen. Wirtschaftsinformatik Manag. 3(3): 40-45 (2011) - [c12]Lukas Demetz, Bernd Heinrich, Mathias Klier:
Analyzing the impact of new features on users' communication activities in online social networks. ECIS 2011: 269 - [c11]Bernd Heinrich, Mathias Klier, Steffen Zimmermann:
Automatisierte Modellierung, Umsetzung und Ausführung von Prozessen - Ein Web Service-basiertes Konzept. Wirtschaftsinformatik 2011: 110 - 2010
- [c10]Julia Heidemann, Mathias Klier, Florian Probst:
Identifying Key Users in Online Social Networks: A PageRank Based Approach. ICIS 2010: 79
2000 – 2009
- 2009
- [j3]Bernd Heinrich, Mathias Klier, Marcus Kaiser:
A Procedure to Develop Metrics for Currency and its Application in CRM. ACM J. Data Inf. Qual. 1(1): 5:1-5:28 (2009) - [c9]Martin Gneiser, Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst:
Quantifying Users' Interconnectedness in Online Social Networks - An Indispensible Step for Economic Valuation. AMCIS 2009: 91 - [c8]Martin Gneiser, Julia Heidemann, Mathias Klier, Andrea Landherr, Florian Probst:
Quantifying Users' Interconnectedness in Online Social Networks - An Indispensible Step for Economic Valuation. AMCIS/SIGeBIZ 2009: 246-258 - [c7]Mathias Klier, Julia Heidemann, Martin Gneiser, Christian Weiá:
Valuation of online social networks - An economic model and its application using the case of Xing.com. ECIS 2009: 1879-1890 - [c6]Bernd Heinrich, Mathias Klier:
A novel data quality metric for timeliness considering supplemental data. ECIS 2009: 2651-2662 - [c5]Julia Heidemann, Mathias Klier, Andrea Landherr, Steffen Zimmermann:
Ökonomische Planung kundenorientierter IT-Investitionen - Ein modellbasierter Ansatz und seine Anwendung bei einem Finanzdienstleister. Wirtschaftsinformatik (2) 2009: 265-274 - 2008
- [j2]Mathias Klier:
Metriken zur Bewertung der Datenqualität - Konzeption und praktischer Nutzen. Inform. Spektrum 31(3): 223-236 (2008) - [c4]Bernd Heinrich, Marcus Kaiser, Mathias Klier:
Does the EU Insurance Mediation Directive Help to Improve Data Quality? A Metric- Based Analysis. ECIS 2008: 1871-1882 - 2007
- [c3]Marcus Kaiser, Mathias Klier, Bernd Heinrich:
How to Measure Data Quality? - A Metric-Based Approach. ICIS 2007: 108 - [c2]Bernd Heinrich, Marcus Kaiser, Mathias Klier:
Metrics for Measuring Data Quality - Foundations for an Economic Data Quality Management. ICSOFT (ISDM/EHST/DC) 2007: 87-94 - [c1]Bernd Heinrich, Marcus Kaiser, Mathias Klier:
DQ Metrics: A Novel Approach To Quantify Timeliness And Its Application In CRM. ICIQ 2007: 431-445 - 2006
- [j1]Bernd Heinrich, Mathias Klier, Marc-Andre Bewernik:
Unternehmensweite Anwendungs-integration - Zentrale Anreizsetzung zur Realisierung von Netzwerkeffekten bei dezentralen Entscheidungsstrukturen. Wirtschaftsinf. 48(3): 158-168 (2006)
Coauthor Index
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