Mathias Klier

Orcid: 0000-0001-7109-0339

According to our database1, Mathias Klier authored at least 68 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
User-centric explainable AI: design and evaluation of an approach to generate coherent counterfactual explanations for structured data.
J. Decis. Syst., October, 2023

What to buy, Pepper? - Bridging the Physical and the Digital World with Recommendations from Humanoid Robots.
J. Decis. Syst., March, 2023

Explainable artificial intelligence in information systems: A review of the status quo and future research directions.
Electron. Mark., 2023

2022
Explainable and responsible artificial intelligence.
Electron. Mark., December, 2022

Leveraging the Power of Peer Groups for Refugee Integration.
Bus. Inf. Syst. Eng., 2022

Introduction to the Minitrack on Explainable Artificial Intelligence (XAI).
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021
Human-machine collaboration in online customer service - a long-term feedback-based approach.
Electron. Mark., 2021

In the same boat: social support in online peer groups for career counseling.
Electron. Mark., 2021

Event-Driven Assessment of Currency of Wiki Articles: A Novel Probability-Based Metric.
Proceedings of the 42nd International Conference on Information Systems, 2021

Capturing Users' Reality: A Novel Approach to Generate Coherent Counterfactual Explanations.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020
Fostering Human Agency: A Process for the Design of User-Centric XAI Systems.
Proceedings of the 41st International Conference on Information Systems, 2020

Getting to the Heart of Groups - Analyzing Social Support and Sentiment in Online Peer Groups.
Proceedings of the 41st International Conference on Information Systems, 2020

#Jobless #Older #Digital - Digital Media User Types of the Older unemployed.
Proceedings of the 28th European Conference on Information Systems, 2020

Evaluating Explainable Artifical Intelligence - What Users Really Appreciate.
Proceedings of the 28th European Conference on Information Systems, 2020

2019
Power of Mobile Peer Groups: A Design-Oriented Approach to Address Youth Unemployment.
J. Manag. Inf. Syst., 2019

Online Peer Groups - a Design-Oriented Approach to Addressing the unemployment of People with Complex Barriers.
Proceedings of the 27th European Conference on Information Systems, 2019

Explaining the Stars: Aspect-based Sentiment Analysis of Online Customer Reviews.
Proceedings of the 27th European Conference on Information Systems, 2019

2018
Requirements for Data Quality Metrics.
ACM J. Data Inf. Qual., 2018

Assessing data quality - A probability-based metric for semantic consistency.
Decis. Support Syst., 2018

"Thanks for sharing" - Identifying users' roles based on knowledge contribution in Enterprise Social Networks.
Comput. Networks, 2018

Event-Driven Duplicate Detection: A Probability-based Approach.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018

A Novel Hybrid Knowledge Retrieval Approach for Online Customer Service Platforms.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018

Customers' Intention to Switch to Mobile Self-Service Technologies.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018

2017
How to manage IS requirements in complex public sector structures: toward an action design research approach.
Requir. Eng., 2017

Customer lifetime network value: customer valuation in the context of network effects.
Electron. Mark., 2017

Special issue on social media networks in business.
Comput. Networks, 2017

Two Sides of the Same Coin? - The Effects of Hierarchy Inside and Outside Enterprise Social Networks.
Proceedings of the International Conference on Information Systems, 2017

Customers' Influence Makes or Breaks Your Brand's Success Story - Accounting for Positive and Negative Social Influence in Online Customer Networks.
Proceedings of the International Conference on Information Systems, 2017

The Impact of Social Engagement on Customer Profitability - Insights from a Direct Banking Institution's Online Customer Network.
Proceedings of the 25th European Conference on Information Systems, 2017

Mobile Job Search Applications - New pathway to Increase youths' Job Application Efforts?
Proceedings of the 25th European Conference on Information Systems, 2017

2016
The impact of self-service technologies - towards an economic decision model and its application at the German Federal Employment Agency.
J. Decis. Syst., 2016

Social commerce - state-of-the-art and future research directions.
Electron. Mark., 2016

Enterprise Social Networks from a Manager's Perspective.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Social Engagement and Customer Profitability in Online Customer Networks.
Proceedings of the 24th European Conference on Information Systems, 2016

The Blessing of Giving: Kowledge Sharing and Knowledge seeking in Enterprise Social Networks.
Proceedings of the 24th European Conference on Information Systems, 2016

2015
Automated planning of process models: Design of a novel approach to construct exclusive choices.
Decis. Support Syst., 2015

Metric-based data quality assessment - Developing and evaluating a probability-based currency metric.
Decis. Support Syst., 2015

Can Social Media Help to Alleviate Skilled Worker Shortage? First Insights from the German Federal Employment Agency.
Proceedings of the Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik, 2015

Customers Can Do Better! A Case Study of Self-Service Kiosk Technologies at the German Federal Employment Agency.
Proceedings of the Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik, 2015

Enhancing Decision Support in Multi User Service Selection.
Proceedings of the International Conference on Information Systems, 2015

The Impact of Formal Hierarchies on Enterprise Social Networking Behavior.
Proceedings of the International Conference on Information Systems, 2015

Why Should I Do It Myself? Hedonic and Utilitarian Motivations of Customers' Intention to Use Self-service Technologies.
Proceedings of the 23rd European Conference on Information Systems, 2015

2014
The connectedness, pervasiveness and ubiquity of online social networks.
Comput. Networks, 2014

A Review of Information Systems Research on Online Social Networks.
Commun. Assoc. Inf. Syst., 2014

Customer Lifetime Network Value.
Proceedings of the International Conference on Information Systems, 2014

Addressing Methodical Aspects of Interdependent Standardization Decisions.
Proceedings of the 22st European Conference on Information Systems, 2014

"who is Key...?" - Characterizing Value Adding Users in Enterprise Social Networks.
Proceedings of the 22st European Conference on Information Systems, 2014

2013
The optimal level of CRM IT investments - An economic model and its application at a financial services provider.
Electron. Mark., 2013

Success Measurement of Enterprise Social Networks.
Proceedings of the 11. Internationale Tagung Wirtschaftsinformatik, 2013

2012
Valuation of online social networks taking into account users' interconnectedness.
Inf. Syst. E Bus. Manag., 2012

Online social networks: A survey of a global phenomenon.
Comput. Networks, 2012

2011
Soziale Netzwerke im Web - Chancen und Risiken im CRM von Unternehmen.
Wirtschaftsinformatik Manag., 2011

Assessing data currency - a probabilistic approach.
J. Inf. Sci., 2011

Special Interest Networks - eine Fallstudie am Beispiel von Netzathleten.de.
HMD Prax. Wirtsch., 2011

Automatisierte Modellierung, Umsetzung und Ausführung von Prozessen - Ein Web Service-basiertes Konzept.
Proceedings of the 10. Internationale Tagung Wirtschaftsinformatik, 2011

Analyzing the impact of new features on users' communication activities in online social networks.
Proceedings of the 19th European Conference on Information Systems, 2011

2010
Identifying Key Users in Online Social Networks: A PageRank Based Approach.
Proceedings of the International Conference on Information Systems, 2010

2009
A Procedure to Develop Metrics for Currency and its Application in CRM.
ACM J. Data Inf. Qual., 2009

Ökonomische Planung kundenorientierter IT-Investitionen - Ein modellbasierter Ansatz und seine Anwendung bei einem Finanzdienstleister.
Proceedings of the Business Services: Konzepte, 2009

Valuation of online social networks - An economic model and its application using the case of Xing.com.
Proceedings of the 17th European Conference on Information Systems, 2009

A novel data quality metric for timeliness considering supplemental data.
Proceedings of the 17th European Conference on Information Systems, 2009

Quantifying Users' Interconnectedness in Online Social Networks - An Indispensible Step for Economic Valuation.
Proceedings of the 15th Americas Conference on Information Systems, 2009

2008
Metriken zur Bewertung der Datenqualität - Konzeption und praktischer Nutzen.
Inform. Spektrum, 2008

Does the EU Insurance Mediation Directive Help to Improve Data Quality? A Metric- Based Analysis.
Proceedings of the 16th European Conference on Information Systems, 2008

2007
DQ Metrics: A Novel Approach To Quantify Timeliness And Its Application In CRM.
Proceedings of the 12th International Conference on Information Quality, 2007

Metrics for Measuring Data Quality - Foundations for an Economic Data Quality Management.
Proceedings of the ICSOFT 2007, 2007

How to Measure Data Quality? - A Metric-Based Approach.
Proceedings of the International Conference on Information Systems, 2007

2006
Unternehmensweite Anwendungs-integration - Zentrale Anreizsetzung zur Realisierung von Netzwerkeffekten bei dezentralen Entscheidungsstrukturen.
Wirtschaftsinf., 2006


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