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Content
2026
2025
- 1-7 Introduction
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Constantinos K. Coursaris & Joerg Beringer & Pierre-Majorique Léger & Burak Öz
- 1-22 The Genesis and Evolution of AI Agents
In: Agentic AI
by Ken Huang
- 1-56 Typology of IS Artefacts: Providing an Organizing Foundation for Design Science Research Outcomes
In: Designing the Information Systems Artefact
by Wiel Bruls & Robert Winter
- 1-81 The Theory of Combinatory Systems
In: The Combinatory Systems Theory
by Piero Mella
- 1-87 Digital Innovation and Entrepreneurship
In: Advanced Management Information Systems
by Bernd Schenk
- 3-13 Why AI and Security?
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 3-19 A Method for Potential Analysis to Identify Application Scenarios for Machine Learning
In: Advances and New Trends in Environmental Informatics
by Frank Fuchs-Kittowski & Paul Schulze & Andreas Abecker & Jonas Lachowitzer & Stefan Lossow & Heino Rudolf & Erik Rodner
- 3-20 Ethical Considerations in AI-Enabled Services
In: Smart Services Summit
by Atul Gupta & Dinesh Verma & Utpal Mangla
- 11-28 The Situation Awareness, Decision, and Execution (SADE) Ladder: A Framework for Human-AI Collaborative Decision-Making
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Joerg Beringer & Alexander J. Karran & Constantinos K. Coursaris & Pierre-Majorique Léger
- 15-35 Understanding AI and ML
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 21-33 The EU Data Act: Opportunities and Research Perspectives for Data-Driven Companies
In: Smart Services Summit
by Marc Strittmatter & Johanna Meyer & Jürg Meierhofer & Helen Vogt & Petra Kugler & Martin Dobler
- 21-33 A Geo-Parser for German Documents with Environmental Context
In: Advances and New Trends in Environmental Informatics
by Nicolas Doms & Thorsten Schlachter & Lisa Hahn-Woernle
- 23-50 AI Agent Tools and Frameworks
In: Agentic AI
by Ken Huang & Jerry Huang
- 29-46 The Dynamics of Human-AI Interactions in Organizational Decision-Making
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Burak Öz & Alexander J. Karran & Joerg Beringer & Constantinos K. Coursaris & Pierre-Majorique Léger
- 35-46 Low-Cost Air Quality Sensor Nodes in a Network Setup: Using Shared Information to Impute Missing Values
In: Advances and New Trends in Environmental Informatics
by Theodosios Kassandros & Evangelos Bagkis & Kostas Karatzas
- 37-48 The Value of Solving Pains
In: Smart Services Summit
by Jürg Meierhofer & Nikola Pascher & Jochen Wulf
- 39-54 AI in Security
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 47-68 Living with Future AI: Studying Experience, Attitudes and Expectations of Greek Smart Home Users
In: Advances and New Trends in Environmental Informatics
by Lu Jin & Sotirios Athanasoulias & Dominik Pins & Alexander Boden & Britta Essing & Nikolaos Ipiotis
- 49-62 How Smart Services Can Tackle Cooperation and Transaction Problems in Cross-Border Public Transport
In: Smart Services Summit
by Sofie Bayer & Martin Dobler & Sebastian Scheler
- 49-63 The Design Challenge of Using Intelligent Agents to Make Work Systems Smarter
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Steven Alter
- 51-97 Multi-Agent Coordination
In: Agentic AI
by Ken Huang & Jerry Huang
- 55-68 AI for Network Security
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 57-79 The Architecture of Project Design Knowledge in Design Science Research
In: Designing the Information Systems Artefact
by Robert Winter & Stephan Aier
- 63-75 AI-Powered Value Co-Creation: A Case Study Approach to Smart PSS Development
In: Smart Services Summit
by Omsri Kumar Aeddula & Carl Toller Melen & Giulia Wally Scurati & Tobias Larsson & Shaun West & Johan Wall
- 65-80 Human-Centered Requirements Engineering for Intelligent Systems
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Thomas Geis & Joerg Beringer
- 69-93 AI for Software Security
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 71-88 Towards Enhanced Manufacturing Precision: The Role of AI-Driven Quality Grading Systems
In: Advances and New Trends in Environmental Informatics
by Mohamed Ghoneim & Radwa Hussein & Nada Sharaf
- 77-90 Design Principles for Architectures of Technical Smart Service Systems
In: Smart Services Summit
by Nikola Pascher & Jochen Wulf
- 81-100 Abstraction and Abstraction Levels in Design Science Research
In: Designing the Information Systems Artefact
by Robert Winter & Antonia Albani
- 81-104 Reasoning with AI: Six Essential Factors for Augmenting Human Expertise in the Workplace
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Sean Koon
- 83-220 The Observable Variety: Heuristic Models of Combinatory Systems
In: The Combinatory Systems Theory
by Piero Mella
- 89-140 IS Strategy and Governance
In: Advanced Management Information Systems
by Bernd Schenk
- 91-103 From Data Analysis to Pricing Model: Designing with Customer Value in Mind
In: Smart Services Summit
by Eugen Rodel & Jekaterina Dmitrijeva & Markus Raschke
- 91-104 Use of Artificial Intelligence to Optimize Processes and Increase Resource Efficiency in Small and Medium-Sized Enterprises
In: Advances and New Trends in Environmental Informatics
by Martina Willenbacher & Volker Wohlgemuth
- 95-111 AI for Cloud Security
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 99-134 The AI Agent Economy
In: Agentic AI
by Lisa J. Y. Tan & Ken Huang
- 101-127 Collaborative Evolution of the IS Artefact: Negotiating Research/Practice Tensions
In: Designing the Information Systems Artefact
by Robert Winter & Alan Hevner
- 105-121 Low-Power and High-Perceptibility Underwater Drone Implementation for Inshore Aquaculture
In: Advances and New Trends in Environmental Informatics
by Tian Song & Takafumi Katayama & Takashi Shimamoto & Xiantao Jiang
- 105-124 The Contextual Framing of the Interplay Between Human and AI: A Socio-technical Perspective
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Joerg Beringer & Thomas Herrmann
- 107-119 Industrial Metaverse for Industrial Companies: An Exploratory Study
In: Smart Services Summit
by Manuel Holler & Jakob J. Korbel & Gianluca Galeno
- 113-134 AI for IoT and OT Security
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 121-133 Automating Customer Engagement: How AI-Supported Technologies Promote Optimized Collaborative Value Creation in the After-Sales Service
In: Smart Services Summit
by Simon Barjasic & Maximilian Geus & Brigitte Sartorius & Stefan Schweiger
- 125-139 Integration of Process Modeling and LCA for the Assesment of the Environmental Impact of Pharmaceutical Industries: Case Study
In: Advances and New Trends in Environmental Informatics
by Shaimaa Ragab & Amna Ramzy
- 125-141 So, You Want to Build a Copilot?
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Michal Furmakiewicz & Chang Liu & Angus Taylor & Ilya Venger
- 129-155 Function-Construction Patterns for Designing IS Artefacts
In: Designing the Information Systems Artefact
by Simon Michael Schmid & Benedict Lösser & Robert Winter
- 135-147 On the Value Potential of Large Language Models in the Manufacturing Industry
In: Smart Services Summit
by Jochen Wulf & Shaun West & Matthew Anderson & Petra Müller-Csernetzky & Jürg Meierhofer
- 135-166 AI Agents and Business Workflow
In: Agentic AI
by Ken Huang
- 137-158 AI Security and Privacy
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 141-158 Modeling for the Design and Manufacturing of Superabsorbent Polymers (SAPs) for Agriculture in Arid Areas by Using the RSM Method
In: Advances and New Trends in Environmental Informatics
by Maysa Muhammad & M. L. Tawfic & Mohamed Taha & Ahmed Elsabbagh
- 141-167 Enterprise Architecture and IT Infrastructure
In: Advanced Management Information Systems
by Bernd Schenk
- 143-166 Intervenability as a Design Requirement for Autonomy and Oversight within Human-Centered AI
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Thomas Herrmann
- 149-162 The Rise of Direct-to-Customer: Exploring Solution-Oriented Value Architectures Influenced by Digitalization, Sustainability, and Productivity
In: Smart Services Summit
by Johanna Knapp
- 159-195 Defense Methods for Adversarial Attacks and Privacy Issues in Secure AI
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 161-179 A GIS-Based Decision Support System for Renewable Energy Investments in Egypt: A Machine Learning Approach
In: Advances and New Trends in Environmental Informatics
by Omar S. Salem & Moustafa A. Baraka & Ahmed M. Abdel Sattar
- 165-178 Harnessing Data Analysis for Global Sustainability: An Integrated Approach to Environmental, Economic, and Social Well-Being
In: Smart Services Summit
by Alina Luchian & Monica Dragoicea & Adi Fux & Shai Rozenes
- 167-181 How Can Intelligent Persona Systems Support Online Advertisers’ Daily Work Tasks?
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Joni Salminen & Ilkka Kaate & Rami Olkkonen & Yanwu Yang & Soon-Gyo Jung & Bernard J. Jansen
- 167-205 AI Agents in Offensive Security
In: Agentic AI
by Jerry Huang & Ken Huang & Chris Hughes
- 169-196 Data, Information, and Content Management
In: Advanced Management Information Systems
by Bernd Schenk
- 179-190 Enhancing Circular Economy Initiatives Through Data Analytics and Sustainable Practices
In: Smart Services Summit
by Simon Weisskopf & Anand R. Moorthy & Mario Rapaccini
- 183-199 Reciprocal Human-AI Collaboration: Designing Configuration and Delegation for Continual Learning
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Dov Te’eni
- 183-200 Optimizing Foundry Operations: A Case Study on Improving Material and Energy Flow Efficiency in Line with the SDGs
In: Advances and New Trends in Environmental Informatics
by Ahmed ElFeky & Hazem Elshiekh & Amna Ramzy
- 191-203 A Business Model Characterization of Digital Products in the Manufacturing Sector
In: Smart Services Summit
by Lennardt Soehngen & Stefan Kokorski & Regina Schrank & Guenther Schuh & Julian Eybl
- 197-219 General Framework for AI Security and Privacy
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 197-235 System Development and System Deployment
In: Advanced Management Information Systems
by Bernd Schenk
- 201-215 Achieving Sustainable Design Utilizing Software Programs and Tools in Architecture Field
In: Advances and New Trends in Environmental Informatics
by Hebatulla H. Elsharawy
- 201-216 Understanding Artificial Intelligence as Persuasive Technologies in the Workplace: Improving Effectiveness, Ethicality, and Empowerment
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Elisavet Averkiadi & Wietske Van Osch
- 207-236 AI Agents in Defensive Security
In: Agentic AI
by Jerry Huang & Ken Huang & Chris Hughes
- 219-235 Investigating the Use of GitHub Copilot for Green Software
In: Advances and New Trends in Environmental Informatics
by Maria Stivala & Iffat Fatima & Patricia Lago
- 219-244 ML Models Deployed: What Is Next?
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Helmut Degen
- 221-236 AI Safety and Fairness
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 221-314 Simulation Models: The Combinatory Automaton
In: The Combinatory Systems Theory
by Piero Mella
- 237-248 AI Security Challenges, Opportunities and Future Work
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 237-254 Enterprise Systems
In: Advanced Management Information Systems
by Bernd Schenk
- 237-256 Enhancing Energy Efficiency in AI: A Multi-faceted Analysis Across Time Series, Semantic AI and Deep Learning Domains
In: Advances and New Trends in Environmental Informatics
by Lejla Begic Fazlic & Berkay Cetkin & Achim Guldner & Matthias Dziubany & Julian Heinen & Stefan Naumann & Guido Dartmann
- 237-277 AI Agents in Banking
In: Agentic AI
by Ken Huang & Daniel Wu & Jyoti Ponnapalli & Grace Huang
- 245-266 Avoiding Pitfalls in Demand Forecasting
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Malte C. Tichy & Illia Babounikau & Stefan Ulbrich & Michael Feindt
- 249-250 Conclusion
In: Understanding AI in Cybersecurity and Secure AI
by Dilli Prasad Sharma & Arash Habibi Lashkari & Mahdi Daghmehchi Firoozjaei & Samaneh Mahdavifar & Pulei Xiong
- 255-272 Project Management
In: Advanced Management Information Systems
by Bernd Schenk
- 257-272 Towards an Energy Estimation Model for ABAP Statements on SAP S/4HANA Software
In: Advances and New Trends in Environmental Informatics
by Ann-Christin Fleischle & Laurenz Baumgart & Holger Wittges & Helmut Krcmar
- 267-279 A Multi-Method Assessment of Human-AI Interaction in Delivery Driving: Examining Driver Stress, Fatigue, Attention, Situation Awareness, and Risky Driving Behavior
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Mario Passalacqua & Robert Pellerin & Sylvain Sénécal & Pierre-Majorique Léger
- 273-292 Process Management
In: Advanced Management Information Systems
by Bernd Schenk
- 275-292 Green Delivery Analytics: Software Vision of a Planning Tool for Sustainable Last Mile Logistics
In: Advances and New Trends in Environmental Informatics
by Benjamin Wagner vom Berg & Richard Schulte & Mattes Leibenath & Senad Hasanspahic & Arne Kruse & Christoph Drieling & Kian Seelaff & Aina Andriamananony & Uta Kühne & Franziska Giese
- 279-302 AI Agents in Insurance
In: Agentic AI
by Bhuvaneswari Selvadurai & Ken Huang
- 281-291 How Awareness of a User’s Cognitive State Can Improve Human-AI Teams
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Colin Conrad
- 293-303 Eye-Tracking Technology for Cognition-Adaptive LLM-Based Assistants at the Workplace
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Moritz Langner & Peyman Toreini & Alexander Maedche
- 293-312 Business Continuity and Information Assurance
In: Advanced Management Information Systems
by Bernd Schenk
- 295-311 Strategic Sensor Placement for the Identification of Disinfection Byproducts from Chlorinated Drinking Water: Case Study in the Water Distribution Network of Coimbra, Portugal
In: Advances and New Trends in Environmental Informatics
by Aristotelis Magklis & Andreas Kamilaris
- 303-321 AI Agents in Healthcare
In: Agentic AI
by Ken Huang
- 305-325 Navigating Decisions in the Cockpit: The Intelligent Pilot Advisory System
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Boris Djartov & Jakob Würfel
- 313-328 Development of 5G Smart Farming Dashboard to Detect Wild Animals on Pasture by Using Convolutional Neural Network
In: Advances and New Trends in Environmental Informatics
by Ali Akyol & Rami Chahin & Jorge Marx Gómez & Hendrik Schwabe & Henrika Schwanke & Nora Uderstadt
- 313-336 Ethics, Impacts, and Sustainability
In: Advanced Management Information Systems
by Bernd Schenk
- 315-361 The Heuristic Value of Combinatory Systems Theory
In: The Combinatory Systems Theory
by Piero Mella
- 323-368 AI Agents in Robotics
In: Agentic AI
by Jerry Huang & Ken Huang
- 329-350 When It Goes Right, When It Goes Wrong: Lessons Learned from Automation in Aviation
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Cécile Lescieux & Amandeep Singh & Philippe Doyon-Poulin
- 331-347 Overview, Evaluation and Comparison of Current CCS and CCU Technologies
In: Advances and New Trends in Environmental Informatics
by Josua Benz & Konstantin Blank & Silvio Hötzel & Jonas Just & Charlotte Lau & Franziska Schicks & Nicolas von der Ahe & Jochen Wittmann
- 337-366 Digital Transformation
In: Advanced Management Information Systems
by Bernd Schenk
- 349-364 Towards Sustainable Training Frameworks: Investigating Collaborative Learning in Virtual Reality
In: Advances and New Trends in Environmental Informatics
by Salsabil Lotfy Monib & Nada Nasser & Nada Sharaf
- 351-370 So, You Want to Build a Copilot?
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Michal Furmakiewicz & Chang Liu & Angus Taylor & Ilya Venger
- 367-387 Mobile Application for Citizens for Information About Low Water and Drought
In: Advances and New Trends in Environmental Informatics
by Fabian Bressel & Frank Fuchs-Kittowski & Tim Seegert & Maximillian Deharde & Ruben Müller & Bernd Pfützner & Moritz Zemann & Andreas Abecker
- 369-407 AI Agent Safety and Security Considerations
In: Agentic AI
by Jerry Huang & Ken Huang & Krystal Jackson & Chris Hughes
- 371-385 Conversational AI in Finance: A Case Study with MSUFCU
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Benjamin Maxim
- 387-399 Intelligent Platform Monitoring to Aid Security Officers in Public Transit Stations
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Masamoto Tanabiki & Yota Yamamura
- 389-400 Eco-Innovation and Circular Economy Performance in European Union Countries
In: Advances and New Trends in Environmental Informatics
by Pawel Bartoszczuk
- 401-413 Empowering Sustainable Development: The Role of E-Commerce Adoption in Advancing SDGs Among Youth
In: Advances and New Trends in Environmental Informatics
by Noha Tarek Amer & Hany Abdelghaffar & Laila Amr
- 401-419 Situational Awareness and HMI Design in Collaborative Human-Machine (AI) Teamwork: A Case Study
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Enrique Munoz-de-Escalona & Hector Diego Estrada-Lugo & Andres Alonso Perez & Maria Chiara Leva
- 421-433 Replicating Skilled Drivers’ Delivery Route Plans Using Particle Filter Optimization
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Koichiro Yamaguchi & Hisashi Tsuji & Shohji Ohtsubo
- 435-452 Socially Embedded Agents in Organizational Contexts: Bulk Email as a Design Example
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Ruoyan Kong & Joseph A. Konstan
- 453-466 Enabling Product Platform Growth with AI-Assisted Insight
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Jeffrey L. Jenkins & Joseph S. Valacich & David W. Wilson
- 467-476 Conclusion: Practical Considerations for the Design of AI for the Workplace
In: The Design of Human-Centered Artificial Intelligence for the Workplace
by Constantinos K. Coursaris & Joerg Beringer & Pierre-Majorique Léger & Burak Öz
2024
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