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InMan – Intelligent Management Workshop

The conference sessions will take place at the University of Bologna,
The Engineering School,
Viale del Risorgimento 2, Bologna (Italy)

Conference Program – 25 October (Saturday)

Session 1 – 9:00–10:30 AI in Smart Mobility, Transport and Urban Innovation

  • 9:00–9:15 Opening Remarks
  • 9:15–9:25 Grzegorz Szyjewski, Tomasz Łukaszewski – A Concept for an Intelligent Teleinformation System to Mitigate Bottlenecks and Optimize Sales During Recurring Demand Peaks
  • 9:25–9:35 Anna Drab–Kurowska, Agnieszka Budziewicz–Guźlecka, Joanna Drobiazgiewicz, Michał Kuściński – AI as Decision Support in the Implementation of Courier Services in Spatial Terms
  • 9:35–9:50 Marta Szaja, Hasibe Aysan – Transforming Cities through Smart Management: Aligning Organisational Innovation with Sustainability Goals
  • 9:50–10:00 Agnieszka Pokorska, Rafał Szymański – The Concept for Implementing Method of Multidimensional Comparative Analysis for Assessing Electromobility in Smart Cities in Poland
  • 10:00–10:10 Magdalena Kotnis, Małgorzata Klaudia Guzowska, Visar Rrustemi – Intelligent Smart Cities Communication Management for Sustainable Development
  • 10:10–10:20 Grażyna Rosa, Artur Pomianowski – Travellers’ Multicriteria Decisions as Conditions for Sustainable Urban Transport Development: The Example of Poland
  • 10:20–10:30 Paweł Karol Frankowski, Joanna Wiśniewska, Sebastian Matysik – Efficient AI-Powered Decision-Making in Systematic Literature Reviews Using Multi-Embedding Models
  • 10:30–11:00 Coffee Break + Poster Session A

Session 2 – 11:00–12:30 AI, Decision Support and Enterprise Innovation

  • 11:00–11:10 Dariusz Czerwiński, Adam Kiersztyn, Aneta Oniszczuk-Jastrząbek, Ernest Czermański, Izolda Gorgol, Michał Pluciński – Dynamic Filling of Data Gaps in Large AIS Datasets

  • 11:10–11:20 Artur Pomianowski, Joanna Sauk – Decision-Making in Urban Transport Policy and Intelligent Management: The Case of Paid Parking Zones and Technological Implementation in Polish Cities

  • 11:20–11:30 Ernest Czermanski, Aneta Oniszczuk-Jastrzabek, Janusz Przewocki, Jakub Neumann, Tomasz Borzyszkowski, Elżbieta Szaruga, Michał Plucinski – Large Database of AIS Vessel Traffic for Smart Decision-Making Based on AI in Shipping Companies

  • 11:30–11:40 Magdalena Kogut-Jaworska, Wojciech Drożdż, Andrea Pizzolante Marzo – Analysis of Support for the Development of Innovation in Hydrogen Technology Sector Enterprises in the Regions Based on Empirical Research – Decision Project

  • 11:40–11:50 Alicja Żmudzińska, Paweł Powroźnik, Maria Skublewska-Paszkowska, Katarzyna Nowomiejska, Paweł Karczmarek, Adam Kiersztyn, Aneta Oniszczuk-Jastrząbek, Ernest Czermański, Kamil Jonak, Małgorzata Skweres-Kuchta – An Innovative Approach to Intelligent Management of Retinal Pathology Recognition Based on Deep Learning and Intuitionistic Fuzzy Sets

  • 11:50–12:00 Krystian Redżeb, Wojciech Drożdż, Jan Petriczko – Artificial Intelligence in Plastic Surgery: Applications, Outcomes and Future Implications

    12:00–12:10 Ilona Kędzierska-Bujak – Possibility of Using Artificial Intelligence and Intelligent Management in Performance Management – Selected Issues as a Voice in Discussion

  • 12:10–12:20 Małgorzata Tarczyńska-Łuniewska, Grațiela-Georgiana Noja, Alexandra-Mădălina Țăran, Piotr Niemcewicz, Jelena Stankevičienė – The Impact of Technological Innovation and Digital Transformation on the Functioning of Modern Enterprises

  • 12:20–12:30 Joanna Hernik, Wojciech Jarecki, Gunta Grinberga-Zalite, Andreea Muntean – Ethical Challenges in AI-Driven Consumer Journey – A Case Study of L’Oréal’s Hairdressing Services

  • 12:30–14:00 Coffee Break + Poster Session B

Session 3 – 14:00–15:30 Digital Maturity, Human Capital and Neuroscience in AI-Driven Managemen

  • 14:00–14:15 Marzena Frankowska, Katarzyna Cheba, Maria Anityasari, Putu Dana Karningsih – Digital Maturity of Enterprises in Terms of Cooperation in Supply Chains & Networks – Intelligent Management Perspective

  • 14:15–14:30 Tomasz Wisniewski, Rafał Szymański, Marta Starostka-Patyk – Sprint into the Future: Intelligent Management Through LLM-Powered Computer Simulations in Agile Projects

  • 14:30–14:40 Marek Szajt, Klaudia Smoląg, Katarzyna Kozioł-Nadolna – Youth and Social Media – A Gradual Shift Driven by Digital Competencies

  • 14:40–14:55 Krystian Redzeb, Joanna Sauk – The Ethical Paradox of AI in Management: Can Machines Make Moral Decisions

  • 14:55–15:05 Barbara Czerniachowicz, Małgorzata Guzowska, Cong Doanh Duong – Human Capital as a Key Success Factor in Smart Enterprise Management: The Use of IT and AI Tools in Building the Competitive Advantage of Polish Manufacturing Companies

  • 15:05–15:20 Marta Starostka-Patyk, Joanna Tylkowska-Drożdż, Marcin Zawada, Helena Kościelniak, Joanna Nowakowska-Grunt – Shaping Intelligent Management with Neuroscience: Multigenerational Perspectives for the Future

  • 15:20–15:30 Patryk Wlekły, Małgorzata Nermend, Marcin Gryczka, Mariusz Borawski, Halit Shabani – Use of Eye-Tracking in the Design and Optimisation of Training Materials for Future Drivers

  • 15:30–16:00 Coffee Break + Poster Session C

Session 4 – 16:00–17:30 AI in Business, Industry and Education

  • 16:00–16:10 Katarzyna Renik, Kamila Łuczak, Hang Zhou – Emerging Trends and Future Directions of AI in Auditing: Insights from a Bibliometric Perspective

  • 16:10–16:20 Kinga Flaga-Gieruszyńska – The Problem of Discrimination in the Application of AI in Public Service Management

  • 16:20–16:30 Aleksandra Klich, Bartosz Brożyński, Yuliia Khvatsik, Marcin Białecki – Ethics and Governance in AI Management

  • 16:30–16:40 Kinga Flaga-Gieruszynska, Neringa Gaubienė, Kristina Pranevičienė, Piotr Krzystek – Legal Rules for the Use of AI in Public Services Management

  • 16:40–16:50 Karolina Beyer, Iwona Chomiak-Orsa, Dominik Rozkrut, Zbigniew Pietrzykowski – Digital Transformation and Business Process Improvement in Veterinary Clinics

  • 16:50–17:00 Karolina Beyer, Edyta Skarzyńska, Kesra Nermend – The Role of Artificial Intelligence and ICT in Veterinary Business: A Literature Review

  • 17:00–17:10 Damian Dziembek, Karol Kuczera, Anna Dunay, Csaba Bálint Illés – Analysis of the Effects of Applying Cloud Computing in Enterprises Using Rough Set Theory

  • 17:10–17:20 Katarzyna Brzychcy, Oksana Zamora – Artificial Intelligence in the Food Service Industry

  • 17:20–17:30 Closing Remark

Conference Poster Sessions – 25 October

Poster Session A – 10:30–11:00 | AI in SMEs, Business Models and Marketing Innovation


Agnieszka Malkowska, Arkadiusz Malkowski, Jamila Jaganjac –Digital innovation and artificial intelligence (AI) as a tool for building competitiveness of the SME sector

Edyta Skarzyńska, Karolina Beyer – The Impact of Trust on Adopting Artificial Intelligence Technology: The Perspective of Small and Medium-Sizes Enterprises (SMEs)

Jarosław Poteralski – The Use of AI in SME’s Management in the EU Cohesion Policy on the Example of Poland

Katarzyna Łobacz, Nikola Dąbrowska, Hanna Jędrzejewska, Aleksandra Antos, Manuel Herrador – Identifying Trends and Gaps in Explaining The Role of AI in Business Models Innovations and Strategic Decision Making – A Literature Review

Roberto Bruni, Hanna Soroka-Potrzebna, Mohammad Mahoud – The Role of AI In Business Management: Balancing Private nnd Open-Source AI

Joanna Brzyska, Monika Ruta-Kujawa – Intelligent Management Systems in International Trade: AI-Driven Transformation of Organizational Processes

Thomas Naprawski, Joanna Kowalik, Anna Pilarczyk-Naprawski – Application on Artificial Intelligence in Business Process Optimisation on the Example of Intelligent Energy Price Forecasting for Photovoltaic Farms

Aneta Sokół, Karolina Drela, Petr Hlaváče, Rafał Czyżycki – Artificial intelligence in the employment process in high-tech companies in European Union regions. Current state of knowledge and needs for further research

Karolina Drela, Anna Grabowska, Małgorzata Brojak-Trzaskowska, Alexandra Bousia – The future of ai in HRM. A case study of the HR decision-making

Edyta Rudawska, Luca Giraldi – Media consumption patterns of generation Z in Poland in the era of AI development: a content-centered analysis of traditional and digital platforms

Katarzyna Włodarczyk – Use of artificial intelligence in branding and marketing activities (on the example of Agenza company)

Anna Szwajlik – Impact of Artificial Intelligence on Customer Experience Management

Monika Spychalska-Wojtkiewicz – The Direction of Changes in Marketing Management, on The Example ff Polish Enterprises in The Creative Sector

Maciej Lewandowski – Evaluation of Automated Customer Assistance: Segmental Analysis of NASK Partners on the Polish Market

Tomasz Strąk, Małgorzata Guzowska, Ibish Mazreku – AI-Powered Tax Attorneys: Using Generative AI to Analyze Tax Law Texts

Poster Session B – 12:30–14:00 | AI for Smart Cities, Transport, Sustainability and Digital Society

Zuzanna Kłos-Adamkiewicz, Federica Rossi – Providing Mobility Services for Older Adults in Urban Area with an AI Support Intelligent Management in Public Transport

Arkadiusz Drewnowski, Paulina Dąbrosz-Drewnowska, Krzysztof Małachowski – Opportunities for the Use of Artificial Intelligence in Rail Transport

Sylwia Kowalska, Damian Bonk, Elvis Elezaj – Automation of Transport Analysis Using Geographic Information System (GIS) Tools for Intelligent Logistics Network Management

Damian Bonk, Norbert Lech – Study of Emissions, Energy Consumption, and Operating Costs of Bus Fleet: Exploring the Role of AI and Technological Solutions in Sustainable Urban Transit

Joanna Drobiazgiewicz, Agnieszka Budziewicz–Guźlecka, Anna Drab–Kurowska, Katya Antonova – AI in Smart Mobility – Application of Solutions, Decisions, Determinants and Developments on the Example of Selected Cities

Tomasz Kwarciński – Autonomous Vehicles as a Tool for Improving Road Safety

Magdalena Malinowska, Paweł Troczyński, Bartosz Marciniak – Enhancing Sustainability in Facility Management: Data-Driven Decision Making Through Intelligent Energy Monitoring

Filip Majewski, Paweł Ziemba – Application of Generative Pre-trained Transformer as an Expert System Recommending the Type of Heating

Marta Sidorkiewicz, Karolina Królikowska, Berenika Dyczek, Edyta Pijet-Migoń, Anna Dubel – Artificial Intelligence for Sustainable Wine Industry: AI-Driven Management in Viticulture, Wine Production and Enotourism

Mariusz Sowa, Katarzyna Kędzierska, Joanna Tuleja – Toward Intelligent Pallet Pool Management – Pallet Damage Identification and Input Data Structure in Camera – and AI-Based Decision Support Systems

Agnieszka Smalec, Marzena Wanagos, Eva Benková, Agata Niemczyk – Artificial Intelligence (AI) in Local Governments: How do Intelligent Technologies Improve City Management and Resident Communication?

Maciej Drzonek, Hubert Pachciarek – Cyber Security Awareness among City Councilors in the Era of Hybrid Warfare

Grażyna Rosa, Ewa Puzio – Mobile Applications as Digital Support for Public Transport Passengers (a Polish Example)

Aneta Becker, Jarosław Becker, Tomasz Zdziebko – Digital Maturity of European Union Enterprises in the Context of AI Implementation – an Empirical Approach Using Cluster Analysis

Sebastian Matysik, Joanna Wiśniewska, Paweł Karol Frankowski – Artificial Intelligence for Personalized Rankings of Articles – Novel Embedding Method Supporting Decision-Making in Systematic Literature Review

Izabela Rejer, Ewa Krok – Concept of an AI-Based System for Enhancing The Accessibility Of Hospital Websites

Mateusz Piwowarski, Paula Wiażewicz-Wójtowicz – Eye-Tracking as a Method for Investigating Cognitive Processes in the Reception of Educational Materials within the Context of Intelligent Management of the Didactic Process

Justyna Szydłowska-Samsel, Małgorzata Nermend – Assessment of the utilization level of artificial intelligence tools in youth education

Magdalena Ławicka, Udaya Mohan Devadas, Ewa Kowalewska – AI and Automation in IT: Shaping Future Jobs and Skills

Małgorzata Wiścicka-Fernando – Intelligent Management of Consumer Behaviour: the Role of Packing in Virtual Reality Shopping Environment

Marek Kunasz – Employee Silence and Organizational Trust – the Context of Artificial Intelligence

Konrad Biercewicz, Michał Hendryk – Neuroscience and VR Tools in Improving Concentration in Retail Decision-Making

Mateusz Piwowarski, Bogusław Bogdanowicz, Jacek Cypryjański – Visual Shaping of Buyers’ Perception in Architectural Offer Management – Analysis Using Advanced Psychophysiological Methods

Małgorzata Skweres-Kuchta, Agnieszka Skweres, Elżbieta Szaruga, Krzysztof Łukaszuk – AI-Powered Knowledge Management and Decision Support for IVF with PGT: Literature Review and Model Proposal

Jordan Klimek, Anna Kuczyńska, Vjosa Hajdari, Izabela Szamrej-Baran – The Role of Artificial Intelligence in Improving the Efficiency of Managing the Process of Collecting Empirical Data in Field Research

Monika Rozkrut, Adam Kucharski, Kesra Nermend, Jarosław Waśniewski – The Governmental Hand in the Algorithmic Age: Policy Levers, Challenges, and Implications in Shaping Artificial Intelligence Skills

Konrad Biercewicz, Stanisław Hońko – Understanding the Potential of AI: Insights from Polish Accountants

Artur Kulpa, Grzegorz Wojarnik – AI Tools in the Evaluation of Content Management System Databases

Olena Kulykovets, Małgorzata Nermend, Uma Shankar Singh, Swapnil Singh – Artificial Intelligence and the Transforming Socio-Industrial Landscapes: a Thematic Analysis of Student Perspective

Ewa Mazur-Wierzbicka, Agnieszka Rzepka, Dariusz Czerwiński, Magdalena Czerwińska, Jacek Witkowski – A Model Approach to the Relationship Between Employee Relations, Agility, and Innovation in Smartly Managed Organizations Based on Research

Ewa Mazur-Wierzbicka, Agnieszka Rzepka, Magdalena Czerwińska, Jacek Witkowski, Dariusz Czerwiński – The Role of Leadership in Optimising Decision-Making Processes Using Artificial Intelligence: Empirical Research on a Sample of Management Staff

Poster Session C – 15:30–16:00 | AI, Human Capital and Ethical Dimensions of Intelligent Management


Marta Młokosiewicz, Agnieszka Piasecka – Employee dignity as a key value in management practices in the age of artificial intelligence

Anna Pluta, Justyna M. Bugaj – Fostering Employee Effectiveness through Intelligent Management – theoretical framework

Patrycja Zwiech, Magdalena M. Stuss – Generational Differences in Perception of Distributive Justice in Enterprises in the Era of Artificial Intelligence

Sara Drożdżyńska, Paweł Kucharski – Assessing LLM’s through Scenario-Based Soft Skills Tasks for Managers: Exploratory Studies

Artur Łabuz – The Impact of Intelligent Management Methods on the Creativity Level of Employees in the Creative Sector

Katarzyna Brzychcy – Methodological Framework for Teaching Human Resources Management in Gastronomy: a Critical Analysis of Project Assumptions and Outcome

Magdalena Kowalska, David Kosina – Smart Learning with AI: Decision Factors in Generation Z’s Adoption of ChatGPT Using The UTAUT2 Framework

Mateusz Juźwik – Assessment of the Use of Modern Online Communication Tools by Universities to Shape Their Image in The Perception of Students

Agnieszka Kwarcińska – Ethical Context of the Use of Artificial Intelligence in Polish Organisations – Experiences and Opinions of Generation Z Representatives

Aneta Sokół, Petr Hlaváček, Rafał Czyżycki, Agnieszka Gozdek – Quantifying the Creative Class–Sustainability Link: A Comparative EU Analysis with AI Insights

Sandra Misiak-Kwit, Lukáš Smerek, Helena Marková, Gabor Szabó-Szentgróti – HR Digitisation Before and During COVID-19 in Visegrad Group Countries

Katarzyna Brzychcy – An Innovative Approach to Human Resource Management Education in the Gastronomy Industry Analysis of the Project as a Practical Example

Bartłomiej Piwowarski, Małgorzata Nermend, Alma Shehu Lokaj, Zdzisław Kroplewski – Neurofeedback as a Diagnostic Tool for Cognitive and Emotional Functioning: Implications for Innovative Management of the Academic Education Process

Patryk Wlekły, Małgorzata Nermend, Julia Leżała, Piotr Przetacznik – Mixed-methods of User Experience Evaluation of Educational Board Games Designed with 3D Printing Technology