ISD_2024: 32ND INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS DEVELOPMENT
PROGRAM

Days: Monday, August 26th Tuesday, August 27th Wednesday, August 28th

Monday, August 26th

View this program: with abstractssession overviewtalk overview

10:00-11:00 Session 3: Keynote: Xiaofeng Wang

Title: The importance of asking the right questions

Abstract: After over 20 years of research in agile software development and software startups, I've come to one important realization: asking the right questions is crucial in both the endeavors I have researched on, and in my own research work. Whether it's developing valuable software, building successful startups, or conducting impactful research, the importance of asking the right questions cannot be overstated, yet it is often overlooked by both practitioners and researchers. The recent surge of Generative AI has further underscored the necessity of asking the right questions, particularly through prompt engineering. In this keynote talk, I will present various cases to illustrate the critical importance of this skill in the fields that I know. I will also argue that the ability to ask the right questions is essential for everyone to truly harness the power of Generative AI.

Location: Room C-09
11:00-11:40 Session 4: Poster Session over Coffee I
Innovative information system approach for robust multi-criteria decision making with unknown weights (abstract)
Social Sustainability and Large-Scale Agile Software Development (abstract)
Characteristics of the learning data of a session-based recommendation system and their impact on the performance of the system (abstract)
A Machine Learning Approach for Estimating Overtime Allocation in Software Development Projects (abstract)
Application of Generative Adversarial Network for Data Augmentation and Multiplication to Automated Cell Segmentation of the Corneal Endothelium (abstract)
Calcium activity in a myocardium-on-chip model analysed with computer vision techniques for the assessment of tissue contractile properties (abstract)
Comparison of Deep Neural Network Learning Algorithms for Mars Terrain Image Segmentation (abstract)
Ontology-driven Process-based Laboratory Information Management System (abstract)
Ontologically Founded Design Patterns for Situation Modeling (abstract)
Enhancing Personalized Travel Recommendations: Integrating User Behavior and Content Analysis (abstract)
The Reconstruction of Blowing Pressure in Pipe Organ Using Machine Learning (abstract)
New Concept to Multi-Criteria Model Automatization - Machine Learning Based Approach (abstract)
Improving the evaluation of Defensive Player Values with advanced machine learning techniques (abstract)
Leveraging Generative AI Tools for UX Design in Lean and Agile Projects (abstract)
System for Monitoring Forests with Context-Aware Capabilities (abstract)
The Impact of Foreign Accents on the Performance of Whisper Family Models Using Medical Speech in Polish (abstract)
Reidentifying the Compromise Model in the Analytical Decision Process: Application of the SITW and S-TFN Approaches (abstract)
Innovative Sales Forecasting: Utilizing Fuzzy Neural Networks for Enhanced Sales Prediction (abstract)
A new symbolic time series representation method based on data fuzzification (abstract)
11:40-12:40 Session 5A: New Topics in IS Development I
Location: Room C-20
11:40
Tamper-proof blockchain-based contracts for the carriage of goods by road (abstract)
12:00
User acceptance of leisure and hobby subscription services – a systematic literature review (abstract)
12:20
Challenges for making use of welfare technology generated data from a system innovation perspective (abstract)
11:40-12:40 Session 5B: Data Science and Machine Learning I
Location: Room C-09
11:40
Dual-Level Decision Tree-Based Model for Dispersed Data Classification (abstract)
12:00
Equal Criteria Influence Approach (ECIA): Balancing Criteria Impact in Multi-Criteria Decision Analysis (abstract)
12:20
Relative Relation in KNN Classification for Gene Expression Data. A Preliminary Study (abstract)
11:40-12:40 Session 5C: Information Systems Modelling
Location: Room C-21
11:40
An Approach to Assess Operational Business-IT Alignment (abstract)
12:00
E-Government Interoperability Enterprise Architecture. Systematic Literature Review (abstract)
12:20
A Use Case Grammar for Requirements Specification (abstract)
12:40-13:40Lunch Break
13:40-15:00 Session 6A: New Topics in IS Development II
Chair:
Location: Room C-20
13:40
Blockchain-Based Self-Sovereign Identities: Current Landscape and Research Opportunities (abstract)
14:00
A Heritage Digital Twin for Serra da Estrela Cheese Production (abstract)
14:20
Towards Universal Visualisation of Emotional States for Information Systems (abstract)
14:40
Heterogeneous Technology Acceptance Models as a Tool for Product Analysis: Example from Comparison of Handheld Gaming Consoles (abstract)
13:40-15:00 Session 6B: Data Science and Machine Learning II
Location: Room C-09
13:40
Voting Classifier Using Discretisation in Aggregating Decisions (abstract)
14:00
The influence of loss function on oblique survival tree induction (abstract)
14:20
Customer Churn Prediction by Rough Neuro-Fuzzy Classifier with CA Defuzzification (abstract)
14:40
Artificial Intelligence in Optimizing the Selection of Incoterms Rules in Cross-Border Trade. State of Knowledge and Needs for Further Research (abstract)
13:40-15:00 Session 6C: Lean and Agile Software Development I
Location: Room C-21
13:40
Unlocking Feedback in Remote Retrospectives: Games, Anonymity, and Continuous Reflection in Action (abstract)
14:00
On the Business Analyst's Responsibilities in an Agile Software Project - a Multi-Method Study (abstract)
14:20
Waste and Its Elimination in Software Development Projects in Europe (abstract)
14:40
Impact of Work from Home on Agile Software Project Execution -- the Empirical Study (abstract)
15:00-15:40 Session 7: Poster Session over Coffee II

All posters from Session 4 (Poster Session over Coffee I) should be presented once more during this session.

15:40-16:40 Session 8A: New Topics in IS Development III
Location: Room C-20
15:40
A Maturity Model for Data Governance in Decentralized Business Operations: Architecture and Assessment Archetypes (abstract)
16:00
Scaling Technology Acceptance Analysis with Large Language Model (LLM) Annotation Systems: A Validation Study (abstract)
16:20
Preliminary Eye Tracking Scale for Cognitive Load (abstract)
15:40-16:40 Session 8B: Data Science and Machine Learning III
Location: Room C-09
15:40
Combining Deep Learning and GARCH Models for Financial Volatility and Risk Forecasting (abstract)
16:00
Hedging Properties of Algorithmic Investment Strategies using Long Short-Term Memory and Time Series models for Equity Indices (abstract)
16:20
Predicting Prices of S&P 500 Index Using Classical Methods and Recurrent Neural Networks (abstract)
15:40-16:20 Session 8C: Learning, Education, and Training I
Location: Room C-21
15:40
Designing Trainee Performance Assessment System for Hands-on Exercises (abstract)
16:00
A Game-like Online Student Assessment System (abstract)
17:00-19:00 Welcome Reception
  • Informal Concert
  • Mead, and Polish Donuts
Location: Room C-09
Tuesday, August 27th

View this program: with abstractssession overviewtalk overview

09:15-10:15 Session 11: Keynote: Marinos Themistocleous

Title: How the Metaverse is reshaping our reality

Abstract: In February 2021, a startup called RTFKT designed and sold 600 unique pairs of virtual sneakers, generating $3.1 million in less than five minutes. Remarkably, the project, from conception to sale, took only two weeks. Due to this great success the company decided to create the physical replicas of these 600 pairs of virtual sneakers, which were later shipped to the buyers. This innovative approach blended the digital and physical worlds in a novel way. Today, this blending of the physical and virtual worlds happens in all sectors ranging from education and gaming, to travel and public domain. Cities like Seoul have already created their digital twin to support better planning, exploration and offer improved quality of service. In entertainment 28 million of users attended Ariana Grande’s virtual concert and in fashion a Gucci virtual bag was sold much more than the physical one. In this keynote speech, I will guide the audience through the fascinating world of the Metaverse and discuss its potential, opportunities, and challenges.

Location: Room C-09
10:15-11:00 Session 12A: Journal-First Papers
Location: Room C-09
10:15
Forecasting cryptocurrencies volatility using statistical and machine learning methods: A comparative study (abstract)
10:37
Gender differences and transferring knowledge in database modeling (abstract)
10:15-11:00 Session 12B: Looking Back, Moving Forward: ISD's Journey

This panel will revisit the conference's history, from its founding vision to its global impact. Henry Linger (Monash University, Australia), Leszek Maciaszek (Macquarie University, Australia & Wrocław University of Economics and Business, Poland), Małgorzata Pańkowska (University of Economics in Katowice, Poland), and Jože Zupančič (University of Maribor, Slovenia) will discuss key milestones, influential research, and the future direction of both the field of Information Systems Development and the conference.

Location: Room C-20
11:00-11:40 Session 13: Poster Session over Coffee III
Adaptive Hounsfield Scale Windowing in Computed Tomography Liver Segmentation (abstract)
Sign language recognition using Convolution Neural Networks (abstract)
Educational Social Networking Sites and Students’ Academic Performance at Kuwait Higher Education (abstract)
Technology support in educating Generation Z - a necessity or an opportunity? (abstract)
AI-Driven System for University Information Provision: Preliminary Lessons Learned from a University in Poland (abstract)
Chat GPT Wrote It: What HCI Educators Can Learn From Their Students? (abstract)
Virtual escape room in mathematics (abstract)
Looking for motivation. How to keep students’ software projects from ending up on the shelf? (abstract)
How Should We Design for Online Learning? (abstract)
The New Normal: How to educate the ISD and AI Specialists and enhance their Competencies in Poland’s Post-COVID Era (abstract)
Distance Learning from Higher Education Teachers’ Perspective: Insights from Poland and Ukraine (abstract)
11:40-12:40 Session 14A: Digital Transformation I
Location: Room C-20
11:40
Development of a dedicated calculator supporting decisions regarding the implementation of virtualization and cloud computing technologies (abstract)
12:00
Enhancing expert interviews: Insights from IS and digital transformation research (abstract)
12:20
Impact of Digital Transformation on Accounting Profession in the Opinions of Finance and Accounting Students (abstract)
11:40-12:40 Session 14B: Data Science and Machine Learning IV
Location: Room C-09
11:40
The Crowd as a Source of Knowledge - from User Feedback to Fulfilling Requirements (abstract)
12:00
Construction of Features Ranking— Global Approach (abstract)
12:20
On reasoning about black-box UDFs by classifying their performance characteristics (abstract)
11:40-12:40 Session 14C: Lean and Agile Software Development II
Location: Room C-21
11:40
Development of a Measurement Instrument for Process Debt Detection in Agile Software Development Organizations (abstract)
12:00
Assessment of the relevance of best practices in the development of medical R&D projects based on machine learning (abstract)
12:20
Process Management as a Foundation for Integrating Agility and Discipline in Information Systems Development – A Study of Practices (abstract)
12:40-13:40Lunch Break
13:40-14:40 Session 15A: Digital Transformation II
Location: Room C-20
13:40
Innovation as a success factor in IT – the role of software supporting digital transition (abstract)
14:00
The Circular Digital Twin: Climate-Smart Soils as a Use Case (abstract)
14:20
Impact of ITS Applications on Green Logistics and Customer Service Performance (abstract)
13:40-14:40 Session 15B: Data Science and Machine Learning V
Location: Room C-09
13:40
Symmetry kernel for graph classification (abstract)
14:00
Logic-Based Evaluation Of Production Scheduling Rules Using Interpolative Boolean Algebra (abstract)
14:20
Nullnorms and uninorms as generators of unions and intersections operations of balanced fuzzy sets (abstract)
13:40-14:40 Session 15C: Learning, Education, and Training II
Location: Room C-21
13:40
Validating The Extending Unified Theory of Acceptance and Use of Technology (UTAUT2) to Assess the Impact of Social Networking Sites Use on Students' Academic Performance (abstract)
14:00
English Language Learning Employing Developments in Multimedia IS (abstract)
14:20
A Comparative Analysis of the Usefulness of Moodle and MS Teams Platforms for Higher Education (abstract)
Wednesday, August 28th

View this program: with abstractssession overviewtalk overview

09:15-10:15 Session 17: Keynote: Piotr Szczuko

Title: Dos and Don’ts of LLMs: How to Survive Past the Trough of Disillusionment

Abstract: Generative AI, and LLMs in particular, just have passed the peak of inflated expectation of the hype cycle, now plunging towards the trough of disillusionment. What illusions skew our perception of this technology, what could we do to swiftly proceed towards enlightenment and productivity? In the keynote I will present critical analysis of Does and Dont's, uses and misuses of LLMs, allowing us to target our focus and future research of Generative AI.

Location: Room C-09
10:15-11:00 Session 18A: Scene2Model Workshop
Location: Room C-09
The Value of Digital Twins of Design Thinking in Digital Agility: The Scene2Model Approach (abstract)
11:00-11:40 Session 19: Poster Session over Coffee IV
Comprehensibility of content posted on the websites of Polish local government institutions (abstract)
AI-based Enhancing of the Smart City Residents' Safety (abstract)
Towards Efficiency: Declarative Modelling in Wind Farm Preventive Maintenance Strategies (abstract)
An objectified entropy-based software metric for assessing the maturity of use case diagrams (abstract)
An analysis of the performance of lightweight CNNs in the context of object detection on mobile phones (abstract)
World Maps Conversions for 3D Mobile Games Working in Real-time Environment (abstract)
The concept of an effective remote work management model based on mixed-method research (abstract)
Managing Data Platforms for Smart Cities Using Large Language Models (abstract)
After-sales service as an important User Experience and Customer Experience factor in professional music software development (abstract)
Contemporary passenger – use of modern information technologies in public transport (Polish example) (abstract)
Immersion in virtual reality: CAVE Automatic Virtual Environments vs. Head-Mounted Displays (abstract)
Synchronized Data Acquisition System (SDAS) - a software approach for synchronizing data recording from multiple sensors (abstract)
Development of Information Systems in the Insurance Sector According to a Non-linear Approach: Perspectives of Generation Z Representatives (abstract)
On Building an End-to-end Prototype System for Harvesting Performance Characteristics of Code Snippets (abstract)
Digital transformation of micro-enterprises in the light of the Covid-19 pandemic (abstract)
Success in Grant Funding: Towards a Method of Measuring Convergence of the Project Abstract to the Call (abstract)
Fine-Tuned Transformers and Large Language Models for Entity Recognition in Complex Eligibility Criteria for Clinical Trials (abstract)
Improving smart contract code with LLMs (abstract)
Design and Implementation Scheme of an Individual Game Support System Driven by High-Frequency Data (abstract)
11:40-12:40 Session 20A: Digital Transformation III
Location: Room C-20
11:40
Assessment of the differentiation of benefits of using CC in enterprises using ELECTRE TRI methods (abstract)
12:00
From Industry 4.0 to Supply Chain 4.0 – the digital transformation influencing SCM processes of manufacturing enterprises with ICT solutions (abstract)
12:20
Modelling 15-Minute City Work and Education Amenities Using Surveys and Simulations (abstract)
11:40-12:40 Session 20B: Data Science and Machine Learning VI
Location: Room C-09
11:40
MobileNet-v2 Enhanced Parkinson's Disease Prediction with Hybrid Data Integration (abstract)
12:00
Image Processing for Improving Detection of Pollen Grains in Light Microscopy Images (abstract)
12:20
Detecting outliers in context of clustering unbalanced categorical data (abstract)
11:40-12:40 Session 20C: Managing IS Development and Operations I
Location: Room C-21
11:40
Strategic Approaches to ERP Implementation in Enterprise Environments (abstract)
12:00
Barriers to Digital Transformation in Nonprofit Organisations (abstract)
12:20
ISO/IEC 27001-Based Estimation of Cybersecurity Costs with Caspea (abstract)
12:40-13:40Lunch Break
13:40-15:00 Session 21A: Digital Transformation IV
Location: Room C-20
13:40
Towards Objective Cloud Computing Services Selection - Multi-Criteria Based Approach (abstract)
14:00
Exploring Client and Vendor Perspective on Software-as-a-Service Adoption Decision (abstract)
14:20
CQFAU: Cascading Questionnaire for Feature-Oriented Assessment of Usability (abstract)
14:40
Hybrid method for emotion and sarcasm classification in Polish based on English dedicated methods (abstract)
13:40-15:00 Session 21B: Data Science and Machine Learning VII
Location: Room C-09
13:40
Developing a low SNR resistant, text independent speaker recognition system for intercom solutions - a case study (abstract)
14:00
Polish sign language gestures to text conversion using Machine Learning (abstract)
14:20
Developing a Corpus for Polish Speech Enhancement by Reducing Noise, Reverberation, and Disruptions (abstract)
14:40
Sun Magnetogram Hash for Fast Solar Image Retrieval (abstract)
13:40-14:40 Session 21C: Managing IS Development and Operations II
Location: Room C-21
13:40
On developing data connectivity services for industrial applications (abstract)
14:00
Performamce of Node.js backend application frameworks. An empirical evaluation (abstract)
14:20
Exploring healthcare providers’ workaround practices to an m-health intervention (abstract)
15:00-15:40 Session 22: Poster Session over Coffee V

All posters from Session 19 (Poster Session over Coffee IV) should be presented once more during this session.

15:40-17:00 Session 23A: Digital Transformation V
Location: Room C-20
15:40
Determinants of Digital Transformation of Elderly Care: Preliminary Insights from Polish and Swedish Technology Providers (abstract)
16:00
Process Automation in Accounting Firms. A Survey Insight from Practice in Poland (abstract)
16:20
Business Intelligence Dashboard for Smart, Sustainable and Resilient Cities based on the City's Fundamental Power Index (abstract)
15:40-17:00 Session 23B: Data Science and Machine Learning VIII
Location: Room C-09
15:40
Generation of synthetic data for behavioral gait biometrics (abstract)
16:00
Finger Vein Presentation Attack Detection Method using a Hybridized Gray-Level Co-occurrence Matrix feature with Light-Gradient Boosting Machine Model (abstract)
16:20
SIM Box Fraud Detection by Deep Learning System with ICA and Beta Divergence (abstract)
16:40
Multi-model deep learning framework for thyroid cancer classification using ultrasound imaging (abstract)