Preprints

T1: Managing IS Development and Operations

8A	Ana Hol, Joan Richardson and Jim McGovern: GenAI and IS/Computing Professionals: A Framework for the Evolution of Practice
8A	Kristina Nagel, Monika Maiwald, Maria Rauschenberger and Maria José Escalona: Understanding Gamification Management: Practitioner Perspectives on Project Organization and Challenges
8A	Philipp Scheuerer and Markus Westner: Mapping the Landscape of AI Adoption: A Bibliometric Analysis of its Intellectual Structure and Thematic Evolution
13A	Emanuel Krzysztoń, Dariusz Mikołajewski and Piotr Prokopowicz: Understand the context, ignore the noise: Detecting semantic and temporal attacks in OT using Fuzzy Features with XGBoost
13A	Panagiota Chatzipetrou, Shang Gao and Fredrik Karlsson: Using Large Language Models to Classify Security Requirements: An Empirical Study
13A	Jarosław Andrzejczak and Paweł Dera: From Words to Scores: Estimating Video Game User Experience with Game User Experience Cards and the GUXC Score
6	Marcin Zalasiński, Magdalena Scherer and Jolanta Zalasińska: AI for Budget Deviation Prediction in ERP Project Management
6	Rafał Niedbał: Automation-Induced Technical Debt in Sustainable IS Development: Implications of AutoML Adoption
6	Maksymilian Grodzki, Arkadiusz Niedziela, Jan Pokrywczyński and Piotr Zwierzykowski: Infrastructure as Code in Distributed Data Centre Information Systems: An Automation Framework Based on Ansible, NETCONF, and Model-Driven Configuration
6	Arkadiusz Niedziela, Jan Pokrywczyński, Maksymilian Grodzki and Piotr Zwierzykowski: Multi-Tenant Environment Isolation in Data Centre Information Systems: A Comparative Study of Commercial and Open-Source Load Balancers
6	Abdolrasoul Habibipour: User-Driven Information Systems Development in Living Lab Contexts: Evidence from the SynAir-G Case

T2: Model Driven or Model Based IS Development

8B	Eduardo Guerra and Alberto Silva: ITLingo-Chatbot: A Conversational Assistant for Knowledge-Grounded Requirements Engineering
8B	Tonia-Maria Grigorovici: A Knowledge Graph Treatment to the IO-BPG Extension of BPMN
13D	Timothy McKenzie, Simon Hoermann, Stephan Lukosch and Miguel Morales-Trujillo: A Unified Transdisciplinary Framework of Best Practice Guidelines for Domain Engineering and Classification Dictionary Construction
13D	Ricardo Silva, Vítor Ribeiro, João Barata and Paulo Rupino da Cunha: SmartPortBPMN: Modelling Smart and Green Logistics Operations in Ports
8B	Bogusław Twaróg, Przemysław Hawro, Tadeusz Kwater and Jacek Bartman: Adaptive Model-Driven Inference in Intelligent Information Systems Using the DIPAS Framework for River Monitoring
13D	Yahya Sa'D, Renzo Angles, Vojtěch Merunka, Roberto García, Karel Klíma and Pavel Beránek: Identifying Reusable Metadata Candidates in Property Graph Schemas: A 5GNF-Oriented Design Method
6	Alexander Völz, Iulia Vaidian and Wilfrid Utz: Scene2Model as a Platform for Digital Design Thinking
6	Jakub Jabůrek, Zdeněk Rybola and Petr Kroha: Transformation of OntoUML Events into Object-Process Methodology

T3: Lean and Agile Software Development

3D	Maciej Kucharski, Jari Jussila and Wioleta Kucharska: Agile Mindset Impact on Artificial Intelligence adoption in software development
3D	Tomas Gustavsson and John Johansson: Does Scaling Agile Undermine Psychological Safety? A Two-Wave Study of a SAFe Transformation
3D	Nima Hakimi, Babak A. Farshchian and Parastoo Mohagheghi: Quality Requirements in Large-Scale Agile Development- A Case Study on the implementation of Web Accessibility
5D	Hina Saeeda and Soniya Abraham: Agile Methods for Safety-Critical Systems: Managing Evolving Requirements in Autonomous Vehicle Perception Systems Development
5D	Joseph Puthenpurackal Chakko: Governing Through Interpretation: AI-Augmented Sensemaking in Agile Delivery Teams
5D	Tanja Elina Havstorm, Denis Cesko, Mursel Mohammad Naim and Fatima Touray: How the Rules Shape the Success of Agile in Public Organizations
3D	Francisco Gracia Ahufinger, Javier Gutierrez and Julián Alberto García García: What happened to the Spotify Model?
3D	Anna Sołtysik-Piorunkiewicz, Witold Chmielarz and Piotr Szulc: Transforming the role of the project manager in IT project implementation
5D	Jorick van Bon, Stephan Poelmans and Yves Wautelet: Towards LLM-Based Conceptual Modeling from User Stories and Behavior-Driven Development Scenarios in Agile Requirements Engineering
5D	Krzysztof Hankiewicz and Piotr Hankiewicz: Adoption of Scrum Methodology Within a Software Development Team in a Non-Technology Organization
6	Jacek Maślankowski: Defining Metrics for Agile Development of Big Data Analytics Systems
6	Slawomir Ostrowski: From Generative Co-Design to Agentic Co-Delivery: A Conceptual Framework for Managing AI Process Debt in Scrum
6	Kamila Łuczak, Urszula Domagała, Katarzyna Renik and Anna Nowacka: Human Users vs. LLMs: An Empirical Study of Requirements Elicitation for Creativity Enhancement App
6	Rafał Jankowski, Aleksandra Boruczkowska, Bartosz Bartczak and Jakub Pilarski: Monolith vs. Microservices: A Preliminary Performance Analysis Across Java, .NET, and Python

T4: Data Science and AI for IS Development

4B	Marc de Zoeten, Claus-Peter H. Ernst, Daniel Staegemann and Franz Rothlauf: Just Explain It to Yourself: On Integrating Self-Explanations into Explainable AI
4B	Yannick Kuhar and Uroš Čibej: Optimizing explainability of graphlet kernels
4B	Daniel Dąbrowski, Marcin Blachnik and Grzegorz Kopeć: Scaling Machine Learning via Adversarial Prototype Decomposition: An SVM Case Study
4B	Piotr Kaczorek, Tomasz Piłka and Tomasz Górecki: An Interpretable Decision-Support Framework for Speedway Analytics: Heat-Level Entropy and Rider-Level Deviation Metrics
4B	Aleksander Wojtowicz and Wiesław Paja: Adaptive Interval Feature Selector Based on Aggregation Functions for Resilient and Computationally Optimal Learning
4B	Marcin Nowak, Marta Pawłowska-Nowak and Joachim Lisiak: Unsupervised Machine Learning for Profiling Quiet and Passive Quitting
10B	Izabela Justyna Kartowicz-Stolarska and Marcin Czajkowski: Interpretable Relational kNN for Gene Expression Classification: Compact Global and Local Gene-Pair Explanations
10B	Kamil Musiał: Vision-Assisted Multi-Agent Decision Support for Production Disruptions and Machine-Failure Risk in Manufacturing
10B	Adam Kurowski, Szymon Zaporowski, Bożena Kostek and Andrzej Czyżewski: A multi-objective parameter-efficient fine-tuning method for medical Polish language automatic speech transcription systems
10B	Tomasz Piernicki and Bozena Kostek: Robust Low-Resource Dysarthric Speech Recognition via Low-Rank Adaptation
10B	Tomasz Szczepanik and Marcin Zalasiński: Interactive Geospatial Mapping of Photovoltaic Energy Yield Using a Learned Weather-to-Production Model
10B	Piotr Potrzebowski and Andrzej Czyżewski: Neural Additive Model based framework for interpretable glaucoma screening
15B	Algirdas Laukaitis, Diana Kalibatienė, Artūras Serackis, Kęstutis Normantas, Mindaugas Jankauskas, Julius Jancevičius and Dovilė Jodenytė: A Digital Twin Architecture for AI Infused Information Systems Development: Process Mining, Multimodal Evidence Extraction, and Interpretable Decision Models
15B	Bartosz Paradowski and Wojciech Sałabun: Fuzzy ICRA: Iterative Compromise Ranking under Uncertainty for Decision Support Systems
15B	Bartosz Szostak and Rafal Doroz: Designing Preference-Aware Counterfactual Explanations for Adaptive Information Systems
15B	Jakub Więckowski, Bartosz Paradowski and Wojciech Sałabun: Improving decision-makers' preference representation in decision support systems through an extended Fuzzy Ranking Comparison method
15B	Hubert Malinowski, Dominik Lau, Jerzy Szyjut and Tomasz Dziubich: Mask-Conditioned Generative Reconstruction of Vascular Angiography as Forensic Obfuscation
3B	Damian Jankowski, Radosław Gajewski, Jan Barczewski, Maciej Sikora and Jan Majkutewicz: Asymmetric Ideological LLM Fine-Tuning in the Polish Political Domain
3B	Daniel Cieślak and Andrzej Czyżewski: Beyond Majority Vote in Clinical NLP: Disagreement-Aware Sentence Classification under Leakage-Safe Evaluation
3B	Andrzej Czyzewski, Maciej Szczodrak and Marta Zielonka: From Independent LLMs to Collaborative Networks: Implementation and Evaluation of a Multi-Agent Medical Board
3B	Aleksander Wojtowicz, Ewa Rak, Anna Denkowska and Stanisław Wanat: Machine Learning-Driven Assessment of Systemic Risk and Macroeconomic Shocks in CEE Insurance
3B	Bartłomiej Szołkowski, Bartosz Paszko, Łukasz Podoba and Krzysztof Szklanny: Adapting a Multilingual Zero-Shot Text-to-Speech Model for High-Fidelity Synthesis in Polish Despite Limited Training Data
3B	Bartłomiej Kizielewicz, Aleksandra Bączkiewicz, Jarosław Wątróbski and Wojciech Sałabun: Data-Driven Criteria Reduction in TOPSIS Using LASSO Regression: Application to Offshore Wind Farm Site Selection
5B	Zbigniew Suraj and Piotr Grochowalski: A Novel Methodology for the Strategic Optimization of Uninorm Petri Nets in Intelligent Information Systems
5B	Przemysław Adam Bykowski: Software Project Health Prediction in ISD: Integrating Static Code Metrics with AI-Based Repository Analytics
5B	Azimkhon Ostonov, Beata Zielosko, Kamil Jabloński, Urszula Stańczyk and Mikhail Moshkov: Optimization of Approximate Tests for Distributed Tables
5B	Andrii Shekhovtsov and Wojciech Sałabun: A Monte Carlo Study on the Trade-Off Between Cognitive Effort and Weight Recovery in AHP, BWM, and RANCOM: Implications for Decision Support Systems Design
5B	Urszula Stanczyk and Grzegorz Baron: Performance of Classifiers Constructed from Rules Induced from Continuous and Discrete Data
8D	Sonika Rathi, Lalita Bhanu Murthy Neti, Sanjay Misra and Lov Kumar: Elaborating Explainable AI for Software Fault Prediction: Interpretability Techniques and Performance Insights
9B	Urszula Kużelewska: Improving session-based recommender systems using popularity-based data augmentation
9B	Aleksander Denisiuk: Non-uniform Hamming metric learning and classification of categorical data
9B	Szymon Świderski and Agnieszka Jastrzebska: Automated Neural Structure Adaptation for Time Series Classification
9B	Agnieszka Duraj and Filip Warchoł: Hybrid Outlier Detection via Majority-Vote Pseudo-Labeling
9B	Marcin Kacprowicz and Adam Niewiadomski: Context-Aware Rule-Based Outlier Detection in Non-Stationary Time Series
9B	Lidia Cichońska, Dariusz Puchala and Kamil Stokfiszewski: Efficient Compression of Deep Neural Networks via Structural Sparsification
13B	Jakub Eichner, Krzysztof Dyczkowski, Tomasz Górecki and Bartłomiej Grzelak: Detector-Anchored SAM2 for Trajectory-Consistent Multi-Object Tracking in Broadcast Soccer
13B	Piotr Ściegienka and Marcin Blachnik: Protocol for Detecting Synthetic Artifacts: A Case Study on UXO Sonar Imagery
13B	Dariusz Kobiela, Jarosław Kobiela, Adam Kurowski and Agnieszka Landowska: Task-Aligned Methodology for Handling Missing Data in Decision Support Systems: Workflow and Energy Case Study
13B	Marcin Rojek and Marcin Blachnik: Developing a Diagnostic Information System for Hydraulic Piston Pumps: A Comparative Analysis of Anomaly Detection Methods
14B	Mateusz Dampc, Ireneusz Czarnowski and Piotr Jędrzejowicz: Transformer-Enhanced Hybrid Sampling for Synthetic Data Generation in Imbalanced Network Security Datasets
14B	Mateusz Gierszewski, Julian Szymański and Włodzisław Duch: Semantic Convergence of Differentiating Properties as a Quality Predictor for Stance Classification
14B	Daniel Cieślak, Liwia Florkiewicz and Mariusz Kaczmarek: What Actually Works in Ultra-Small sEMG Datasets? A Comprehensive Audit of Classical and Graph Models for Subject-Level Parkinson's Detection
14B	Katarzyna Kusztal and Małgorzata Przybyła-Kasperek: Impact of Class Balancing on Coalition-Based Classification in Distributed Data Settings
14B	Patryk Najgebauer, Rafał Scherer and Marek Skrzyński: Reusing a Multimodal LLaVA Model for Rapid Learning of Human Gaze Prediction
14B	Jacek Bartman, Boguslaw Twarog, Tadeusz Kwater and Przemyslaw Hawro: Multimodal Neural Network with Time Series and Aggregated Feature Fusion for Electricity Consumption Optimization
15B	Paweł Karol Frankowski, Joanna Wiśniewska and Sebastian Matysik: Association Rules of Author Keywords for Thematic Mapping in Systematic Literature Reviews
6	Teresa Mroczek, Zofia Matusiewicz, Joanna Wójcik and Joanna Świętoniowska: A Novel Approach for Analyzing Disjoint Hierarchical Multi-Block Data
6	Przemysław Orlikowski, Agata Kozina and Michał Pikus: AI-Augmented Process Mining: A Framework for Accelerating Digital Transformation in Public Administration
6	Jeremi Kowalski and Agnieszka Nowak-Brzezińska: Adversarial Resilience and Performance of Unsupervised Anomaly Detection Models: A Comparative Analysis Using Masked Fast Gradient Sign Method
6	Marcin Zalasiński, Krystian Łapa and Tomasz Szczepanik: An Interpretable Neuro-Fuzzy System with Feature Selection for Photovoltaic Power Forecasting
6	Agnieszka Duraj, Aleksandra Niewęgłowska and Rafał Woźniak: An MLOps Framework for Managing AI Components in Clinical Information Systems
6	Szymon Zaporowski and Adam Kurowski: Analysis of the Efficiency of Polish Medical Terminology Recognition by Whisper ASR System Depending on the Selected Audio Codecs
6	Piotr Porwik and Benjamin Mensah Dadzie: Chunk-Wise Evaluation of Unsupervised and Error-Based Concept Drift Detectors for AI-Enabled Information Systems
6	Łukasz Tomaszewski and Marcin Luckner: Comparison of Supply Chain Management Machine Learning Methods
6	Marina Skierkowska, Adam Kurowski, Szymon Zaporowski and Bożena Kostek: Contextual Effects of Emotionally Valenced Feedback Prompts on LLM Response Style: A Pilot Study
6	Josef Pavlíček: Designing Maintainable Hybrid Generative Systems: A Quantum-Inspired Approach to Automated Music Harmony Generation
6	Agnieszka Wosiak, Mikołaj Stępniak and Katarzyna Żykwińska: Dual-Criterion Anomaly Detection in Heterogeneous Medical Images Using Adversarial Autoencoders
6	Goran Marković, Slobodan Beliga and Ana Mestrovic: Enabling Reliable Legal Information Systems with LLMs and generative AI: A Structured Approach
6	Cezary Kręt and Alicja Wieczorkowska: Evaluating Prompt-Level Defenses Against Injection in Voice-Based LLM Systems
6	Michał Szewczak and Marcin Luckner: Explanation of Public Transport Delay Predictions
6	Beata Zielosko, Kamil Jabloński, Azimkhon Ostonov and Mikhail Moshkov: From the set cover problem to the decision: minimizing patterns for knowledge representation in information systems
6	Francesca Fiani, Matteo Carnebella, Francesco Di Lorenzo, Magdalena Scherer and Christian Napoli: Handless Interaction with Technology: Improving Fixation Point Estimate with Multi-MobileViT and Gaze Dynamics
6	Malgorzata Kretowska and Zofia Matusiewicz: Modeling and prediction methods in discrete-time survival analysis using fuzzy techniques
6	Maciej Laskowski and Adam Kiersztyn: More Than Meets The Eye: An Automated Color Vision Deficiency Detection System For Patient Self-Monitoring
6	Artur Samojluk and Piotr Artiemjew: On the Dual Nature of Sinusoidal Rough Inclusion Classifiers: From Structural Immunity to Parametric Optimization
6	Hammed Adeleye Mojeed and Kashif Shaheed: Parallel e-Fold Halving Grid Search Method for Hyperparameter Optimization of Tree-based Models
6	Mateusz Janik, Jakub Nowak, Marcin Korytkowski, Rafał Scherer, Sylwia Stachowiak and Maciej Witkowski: Reconstruction Error-Based Detection of Structural Anomalies in Scanned Documents Using Autoencoders and CNNs
6	Marcin Bartkowiak, Piotr Cyplik, Adam Karolewski and Michał Adamczak: Reference Time Series as a Controlled Laboratory Environment for Testing Classical and Machine Learning Forecasting Algorithms
6	Tomasz Kuczyński, Jan Świątek, Tomasz Piłka and Tomasz Górecki: Reference-Aware Design Choices for IMU-UWB Wearable Motion Analytics
6	Maciej Kuczynski: Simulation of a Fixed-Magnitude Data Poisoning Attack in a Federated Learning Distributed Model
6	Anna Frączkowska and Agnieszka Jastrzebska: Single-Task vs Multi-Task Learning for Toxicity Prediction: A Study on Tox21
6	Jarosław Bernacki, Rafal Scherer, Robert Nowicki, Christian Napoli, Wei Wei and Sumit Hazra: Spatio-temporal imputation of missing air quality data using a hybrid GCN–KAN model
6	Agnieszka Wosiak, Maja Truszkowska and Katarzyna Żykwińska: Strategy-Aware Multimodal Late Fusion for Three-Class Cognitive State Classification
6	Mateusz M. Mierzejewski, Elżbieta Ociepa-Kicińska and Karolina Palimąka: The geography of AI research in economics and finance: knowledge hubs and specialisation patterns shaping European competitiveness

T5: Digital Transformation and Information Systems Methodologies

3C	Elżbieta Wojnicka-Sycz, Piotr Sycz, Jerzy Tutaj and Jacek Rybicki: Green Network Strategy in ICT
3C	Megan Power, Henry Linger and Zaheer Asif: Privileging the Social: A practice perspective for new frontiers in information systems development
3C	Denton Wood, Sheldon Ledbetter, Jiajie Wang and Tomas Cerny: Solutions to Online Fraud Against Older Adults: A Systematic Review
4C	Marta Kadłubek, Alberto Rodrigues da Silva and Paula Bajdor: Effects of AI-enabled Intelligent Transportation Systems Applications on Green Logistics Practices, Green Innovation, and Digital Transformation
4C	Szymon Watoła and Artur Strzelecki: Navigating the Double-Edged Sword: AI Familiarity, Trust, and Employee Attitudes Toward Technological Innovation in the Financial Sector
8D	Tahere Roshanzade: A Structured Examination of Artificial Intelligence (AI) Adoption in Public Procurement: Determinants Across Technological, Organisational, and Environmental dimensions
13C	Christian Daase, Dominic Strube and Klaus Turowski: Integrating Ethics into Artificial Intelligence-Based Systems Development in Banking and Credit Business
13C	Elton Sixpence and André Vasconcelos: Operationalising Life-Event Interoperability in Digital Government: A DEMO-to-ArchiMate Modelling Pipeline
13C	Paweł Mańczak and Teresa Zawadzka: Using the ARMADA Algorithm to Analyze Physiological Marker Patterns in Presumed Emotional States
3C	Paweł Lustofin, Michal Kuciapski and Piotr Soja: Examining the Role of External Environment in the Decision to Adopt Software-as-a-Service
3C	Barbara Józefowicz, Ewa Makowska, Frédérique Chedotel and Svitlana Plotnytska: Responsible Digitalization in SMEs: Insights from Qualitative Research in Poland and France
4C	Nelson Costa and Paulo Rupino da Cunha: Assessing and Improving E-Services in Public Higher Education Institutions: A Systematic Review
4C	Julia Koralun-Bereźnicka: Enterprise Information Systems Development in the European Union: Evidence from Sectoral and Firm Size Heterogeneity
4C	Andreas Hinderks, Jörg Thomaschewski and Eva Maria Schön: From Tool Adoption to Organisational Design: An Empirical Study of AI Integration in Agile Software Development
4C	Ewa Duda: Environmental Protection or Digital Surveillance? Framing Effects on Acceptance of Digital Twin Technology in Tourism
5C	Elżbieta Szaruga, Michał Pluciński, Izabela Kotowska, Ernest Czermański and Aneta Oniszczuk: Data-Driven Analysis of Irregular Circular Supply Chain Cargo Handling in Seaports for Decision Support and Port Management
5C	Andrea Morana, Carlotta D'Alessandro, Katarzyna Szopik-Depczyńska and Giuseppe Ioppolo: Designing Agentic Information Systems for Sustainable Destination Management: Evidence from the Taormina-Peloritani Territory
5C	Maciej Matczak and Natalia Michałek: Looking for Artificial Intelligence in the Maritime Transport: Today's use and Prospects for AI Solutions
5C	Maciej Czaplewski, Nataša Kobal and Brigita Žuromskaitė-Nagaj: Determinants of AI Effectiveness in Micro-Business Sales and Marketing: A Two-Wave Study (2025–2026) of AI Use and Adoption Across Regions
5C	Marta Starostka-Patyk, Marek Szajt, Joanna Tylkowska-Drożdż and Joanna Panek: Neuroscience-Inspired Decision Support in Logistics 5.0
5C	Dorota Krupa: Online Insurance Use among Digitally Active Users: The Role of FinTech Use and Perceived Digital Capability
14C	Gideon Mekonnen Jonathan and Erik Perjons: Technocratic Drift in the Public Sector: AI Support or Decision Control?
14C	Patrycja Krauze-Maślankowska: Low-code and no-code approach for public administration services. An interview study
14C	Jakub Nowak, Aneta Maćkiewicz, Marcin Korytkowski, Rafał Scherer, Piotr Budzianowski and Slava Voloshynovskiy: Bio-Inspired Document Routing System for Public Administration
14C	Blanka Tundys, Grażyna Kędzia, Tomasz Wiśniewski and Rafał Szymański: Managing Information Systems Operations for Supply Chain Resilience in a Turbulent Environment Metaparadigm with Spatial and Socio-Economic Considerations
14C	Artur Karczmarczyk, Aleksandra Karczmarczyk, Jarosław Wątróbski and Aleksandra Bączkiewicz: Towards a Time-Aware Decision Support System for Evaluating Personal Banking Products
14C	Przemysław Niewiadomski and Natalia Pawlak: Managerial competencies in a digitalized production environment – gap assessment from an expert-sector perspective
15A	Raffaele Montella, Ciro Giuseppe De Vita, Gennaro Mellone, Simone Perrotta, Carmine Coppola, Ricardo Queirós, José Carlos Paiva and Jakub Swacha: The Effect of Enhancing Software with AI on Its Perceived Usability: The Case of FGPE AuthorKit
15A	Donatien Yeto and Anna Baj-Rogowska: Do Large Language Models Change How Developers Seek Help? A Learning Trace-Based Study of Stack Overflow Behavior
15A	Paulina Tworek, Yousef Khan, Miłosz Bargieł, Tomasz Pełech-Pilichowski, Marek Mikołajczyk, Roman Lewandowski and Jose Sousa: Actor-Network Theory Analysis of When LLMs Can and Cannot Be Enrolled
15A	Miguel Morales-Trujillo and Emilia Cioroaica: Integrating Sustainability into a Software Quality Assessment: An Educational Study
15A	Aneta Biernikowicz, Rana Umair Ashraf, Anna Nowacka and Małgorzata Oleś-Filiks: Determinants of Acceptance of Agentic AI: Integrating Traditional and Agentic Perspectives
15A	Mert Mecit Erim, Katarzyna Szopik-Depczyńska, Alessandro Cutè and Giuseppe Ioppolo: Leadership 5.0 and Human-Machine Collaboration for Sustainable Pharmaceutical Innovation
15A	Damian Dziembek, Paula Bajdor, Jaroslaw Becker and Łukasz Lemieszewski: Determinants of Cloud Business Intelligence Implementation: An MCA and Cluster Analysis Approach
15A	İbrahim Yel: A Simulation and Fuzzy AHP-Based Analysis of Software Development Impact on Risk and Efficiency in GRC Processes
6	Kinga Krupcała: AI risk management in social media: implications for organisations and directions for the information systems development
6	Przemysław Jatkiewicz: An Expert-Based Composite Index for ICT Risk Assessment in Adversarial Organizational Contexts
6	Rafal Leszczyna: Applicability of an anonymous e-mail system
6	Patrycja Krauze-Maślankowska and Catalin Vrabie: Cybersecurity in Public Administration. A Survey.
6	Natalia Michałek: Design and Validation of a RACI Matrix for Responsibility Management in Matrix Project Organisations
6	Agnieszka Strzelecka, Ewa Szafraniec-Siluta, Paweł Poczekajło, Danuta Zawadzka and Robert Suszyński: Digital Financial Inclusion Among Older Adults: Use of Financial Products and Online Banking Services
6	Arkadiusz Januszewski: Digital Transformation Strategies of Micro and Small Enterprises. Findings from Literature Review and Research Concept
6	Lena Connolly and Danica Piper: Digital Transformation and Cybercrime: Improving Media Reporting of Victim Organisations
6	Saleha Masood and Mousa Albashrawi: From Search to Synthesis: Trust, Risk, and Responsibility in Google and ChatGPT as First-Contact Health Advisors
6	Zuzanna Kłos-Adamkiewicz and Wouter Verheyen: GIS based analysis for bus stop accessibility assessment in example European city– the case of service provision for older adults
6	Sylwia Kowalska and Elżbieta Załoga: Geographic Information System for Sustainable Cities: Assessing the „15-Minute City” Concept in Szczecin
6	Dariusz Dymek, Piotr Soja and Grażyna Paliwoda-Pękosz: Identifying Required Freelancers’ Skills: Insights from a Multi-country Study
6	Nurlan Musazade: Longitudinal Trend Analysis of Data Science, Analytics and AI Skills in Job Ads
6	Elzbieta Wojnicka-Sycz, Jacek Rybicki, Piotr Sycz and Jerzy Tutaj: Measures of Strategic Success and Types of Strategies of IT companies in Europe
6	Maciej Goniszewski: Measuring the adoption of artificial intelligence in seaports: a proposal for the AAIS indicator
6	Grażyna Rosa, Ewa Puzio and Krzysztof Lorenz: Mobile Applications in Urban Cycling Mobility: A Society 5.0 Perspective
6	Anna Drabina, Paweł Lula, Małgorzata Czermińska and Katarzyna Wójcik: References to AI concepts within EU projects in years 2007-2025
6	Anna Siemionek-Lepczyńska, Michał Chalastra and Blażej Lepczyński: The Application of AI in Variable Cost Budgeting in SMEs: An Experiment Using ChatGPT and Spreadsheets
6	Bahaa Eltahawy, Duong Dang and Tero Vartiainen: Toward a Holistic Socio‑Technical Framework for Critical Infrastructure Cybersecurity and Privacy Protection: Insights from Smart Grids
6	Angelika Kędzierska-Szczepaniak: Towards Crowdfunding Platforms as Digital Financial Ecosystems: A Preliminary Information Systems Perspective
6	Bartłomiej Balsamski, Klaudia Blachnicka and Janusz Stal: Tracking AI Trends Across Subdisciplines: A Multi‑Year Analysis of Industry Conference Content

T6: Learning, Education, and Training for ISD

4D	Irena Pawłyszyn and Volodymyr Skitsko: Attitudes and Usage Patterns of Artificial Intelligence in Higher Education: A Cross-Cultural Study of Polish and Ukrainian Students
4D	Ella Kolkowska and Jenny Lagsten: Beyond Technical Expertise: Designing a Sociotechnical Master’s Program for AI-Driven Transformation in Public Organizations
4D	Megan Power, Kim Reese, Jonathan Abrahams, Charlotte Pierce and Prabha Rajagopal: Augmented Scenario-Based Learning: A reconnaissance work to determine readiness for embodied conversational agent roles in Allied Health and Human-Centred Computing
4D	Jolanta Miliauskaitė, Asta Slotkienė, Tomas Plankis and Luis Mendes Gomes: Cognitive Issues Implications of AI Interaction Strategies in Introductory Programming Course: An Empirical Study of Lithuania
8C	Ruut Tikkanen, Netta Iivari and Mikko Rajanen: Empowering and Impactful IS Education for the Young Generation
4D	Jaroslaw Kujawski and Arleta Szadziewska: Students’ Perspectives on the Role of Universities in Developing Digital Competencies in Accounting Education
4D	Beata Malik-Kozlowska and Rafal Kozlowski: Humanistic Competencies in AI-Driven ISD: A Project-Based Learning Architecture
8C	Michał Gracel: HEXACO Personality Dimensions and HEXAD User Typology: A Correlational Analysis
8C	Beata Krawczyk-Bryłka and Krzysztof Nowicki: Development of Engineer 5.0 Competencies: A Case Study of Team Research Projects
8C	Dariusz Dudek, Jacek Piątkowski and Marcin Kwapisz: A Comparative Analysis of Lecturer and Student Attitudes Toward Generative AI Policies in Higher Education
6	Aleksander Czerwionka, Michał Krause, Alicja Łukaszewicz, Konrad Bryłowski, Aleksandra Pikus, Julia Skrobisz and Jacek Lebiedź: A CAVE-Based Virtual Reality Simulator for Closed-Ended Procedural Training of Engineering Students in Milling Machine Operation
6	Joanna Siwek, Przemyslaw Siwek and Michal Dominik Stasiak: Artificial empathy as a tool for teaching artificial intelligence with no code
6	Matas Niewulis, Agnė Brilingaitė and Linas Bukauskas: CLI2me: AI-Enabled Command-Line Skills Training
6	Piotr Dobosz and Marcin Zalasiński: Hands-on AI Education with Humanoid Robots: A Platform for Teaching Local LLM-Based Speech Interfaces for Unitree G1
6	Dorota Żarek and Jacek Lebiedź: New research on a virtual escape room for mathematics
6	Thomas Naprawski, Anna Pilarczyk-Naprawski, Jakub Swacha and Joanna Kowalik: The Unnoticeable Effect of Using LLMs in Computer Science Education

T7: Business Models and IS for Smart Environments

9A	Yuriy Bilan, Marcin Rabe, Tomasz Norek, Agnieszka Lopatka and Svitlana Bilan: Artificial Intelligence in Distributed Energy Management: A Model for Optimizing Modern Power Systems
9A	Carla Lopes and João Barata: Architecting the Digital Product Passport in HVAC&R
9A	Maurycy Gast and Tomasz Dziubich: Multi-Criteria AHP Model for Assessing ML Viability in Business Processes
6	Piotr Soja, Ewa Soja and Ella Kolkowska: Investigating Stakeholders in ICT-supported Active and Healthy Ageing: Learning from Polish and Swedish Seniors
6	Blanka Tundys, Agnieszka Bretyn, Agnieszka Sawińska and Andrzej Rzeczycki: The Double Exclusion Barrier: Older Adults, Smart Environments and the Limits of Inclusive Information Systems
6	Robert Bartłomiejski, Jacek Buko, Adam Makowski and Sebastian Matysik: UAV Delivery Business Models within U-Space: Empirical Evidence from Institutional Adoption Readiness in a Medium-Sized Polish City
6	Agnieszka Budziewicz-Guźlecka, Anna Drab-Kurowska, Krzysztof Lorenz and Piotr Gutowski: Territorial determinants and the diffusion of smart technologies in households in the context of the smart environment: the case of Poland

T8: General topics in ISD

4A	Paulina Rutecka-Cicha and Karina Rutecka-Cicha: AI in the Workplace and Changing Competence Profiles: A Comparative Study in Poland
4A	Samuel Tadesse and Marcin Kulawiak: Remote sensing imagery domain adaptation by chromatic data transfer for building vectorization
9C	Joanna Kozar and Małgorzata Charytanowicz: Novel spatial meta-feature weighted consensus clustering of geospatial data
9C	Damian Dziembek and Paula Bajdor: The Impact of Cloud Computing on Selected Dimensions of Enterprise Operations
9C	Aleksander Sawicki, Khalid Saeed and Donatas Lukšys: Integration of Augmentation and Generative Models for Enhanced Gait-Based Authentication
4A	Kamil Malinowski, Khalid Saeed and Aleksander Sawicki: Siamese neural network based algorithm for user recognition by their eye blinking
4A	Filip Katulski, Paulina Tworek, Andrzej Chrobot, Bartosz Baliś and Jose Sousa: Self-hosted Large Language Models for Medical Text Data Mining
4A	Rafał Nagaj, Brigita Žuromskaitė-Nagaj and Maciej Czaplewski: Investment in the ICT sector and energy savings in households – an analysis dependencies for the European Union
4A	Natalia Krawczyk, Barbara Probierz, Celina Olszak, Józef Żurada, Zahra Hatami and Jan Kozak: Self-Training Approach for Smishing Detection in Multilingual and Low-Resource Settings
4A	Paulo Rupino da Cunha, Francisco Carreira, Jacinto Estima, João Barata and João Marques: Tamper-evident Blockchain-based System for Message Authentication and Storage
8D	Sanjay Misra, Kousik Barik, Petter Kvalvik and Per-Arne Jørgensen: From Technology to Trust: Advancing Human-Centric AI and Digital Sovereignty
9C	Franz Nazet and Michal Kuciapski: Evaluating blockchain technology adoption opportunities for enhanced traceability and transparency in supply chain management systems engineering
6	Cinthya Bittencourt, Paulo Rupino da Cunha and Jacinto Estima: AI Ethics Maturity Models: a Systematic Literature Review and Research Agenda
6	Jacek Maślankowski: Advancing the Measurement of Big Data Quality in Web Sources
6	Alberto Rodrigues da Silva, João Álvaro Carvalho, João Varajão, Nilton Takagi, Luís Silva Rodrigues and António Trigo: An Analytical Framework for Characterizing Information Systems Project Management Research
6	Aleksander Sarzyniak and Marcin Kulawiak: Behavioral Indicators of Response Credibility in Map-Based Surveys: A Paradata-Driven Approach
6	Piotr Ładny, Krzysztof Lorenz and Marcin Janowski: Generative Artificial Intelligence in Information Systems: Adoption and Perceived Risk: Findings from a Regional Study in Poland
6	Ofir Joseph, Itzhak Aviv, Eran Dahan, Eli Bordo, Dror Pezo and Irit Hadar: Holistic Quantum Integration for Quantum Enhanced Security Systems
6	Pawel Smolinski, Anton Ludwig Bonin, Daniel Staegemann, Matthias Pohl and Jacek Winiarski: Reliability and Validity of LLM-Based Text Annotation
6	Maciej Lica, Jakub Kriegel, Maciej Łazar and Jacek Lebiedź: The use of a CAVE-type VR system in research on the impact of colors on people with visual impairments
6	Artur Hłobaż and Piotr Milczarski: Vishing Detection using Statistical Analysis and Machine Learning Methods