Proceedings

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	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
8D	Hina Saeeda and Soniya Abraham: Agile Methods for Safety-Critical Systems: Managing Evolving Requirements in Autonomous Vehicle Perception Systems Development
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	Piotr Kaczorek, Tomasz Piłka and Tomasz Górecki: An Interpretable Decision-Support Framework for Speedway Analytics: Heat-Level Entropy and Rider-Level Deviation Metrics
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	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
8D	Kamil Musiał: Vision-Assisted Multi-Agent Decision Support for Production Disruptions and Machine-Failure Risk in Manufacturing
10B	Izabela Justyna Kartowicz-Stolarska and Marcin Czajkowski: Interpretable Relational kNN for Gene Expression Classification: Compact Global and Local Gene-Pair Explanations
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
8D	Jakub Eichner, Krzysztof Dyczkowski, Tomasz Górecki and Bartłomiej Grzelak: Detector-Anchored SAM2 for Trajectory-Consistent Multi-Object Tracking in Broadcast Soccer
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	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
4C	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
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	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	Carla Lopes and João Barata: Architecting the Digital Product Passport in HVAC&R
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	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	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
4A	Kamil Malinowski, Khalid Saeed and Aleksander Sawicki: Siamese neural network based algorithm for user recognition by their eye blinking