Intelligent Management and Artificial Intelligence: Trends, Challenges, and Opportunities, Vol.2

Proceedings on 28th European Conference on Artificial Intelligence ECAI 2025 – InMan Workshop

ISBN (online): 978-83-8419-053-1    OAI    DOI: 10.18276/978-83-8419-053-1
CC BY-SA   Open Access 

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Erscheinungsjahr:2025
Bereich:Bereich der Sozialwissenschaften
Disziplin:Management- und Qualitätswissenschaften
Redaktion: Scientific editor: Karolina Beyer ORCID
University of Szczecin

Scientific editor: Małgorzata Łatuszyńska ORCID
University of Szczecin

Scientific editor: Kesra Nermend ORCID
University of Szczecin

Scientific editor: Mateusz Piwowarski ORCID
University of Szczecin

Information

Electronic version of the publication available under CC BY-SA 4.0 license from October 2025.

This book is co-financed by the Ministrer of Science from the “Regional Excellence Initiative” program.

Regionalna Inicjatywa Doskonałości

Peer-review under responsibility of the scientific committee of 28th European Conference on Artificial
Intelligence (ECAI 2025) and Intelligent Management Workshop.

# Titel Seitenanzahl Autoren Aktivitäten
1.

INTELLIGENT MANAGEMENT OF CONSUMER BEHAVIOUR: THE ROLE OF PACKAGING IN VIRTUAL REALITY SHOPPING ENVIRONMENTS

14 (9-22) Małgorzata Wiścicka-Fernando mehr
2.

NEUROSCIENCE AND VR TOOLS IN IMPROVING CONCENTRATION IN RETAIL DECISION-MAKING

14 (23-36) Konrad Biercewicz, Michał Hendryk mehr
3.

VISUAL SHAPING OF BUYERS’ PERCEPTION IN ARCHITECTURAL OFFER MANAGEMENT - ANALYSIS USING ADVANCED PSYCHOPHYSIOLOGICAL METHODS

18 (37-54) Mateusz Piwowarski, Bogusław Bogdanowicz, Jacek Cypryjański mehr
4.

NEUROFEEDBACK AS A DIAGNOSTIC TOOL FOR COGNITIVE AND EMOTIONAL FUNCTIONING: IMPLICATIONS FOR INNOVATIVE MANAGEMENT OF THE ACADEMIC EDUCATION PROCESS

15 (55-69) Bartłomiej Piwowarski, Małgorzata Nermend, Alma Shehu Lokac, Zdzisław Kroplewski mehr
5.

SHAPING INTELLIGENT MANAGEMENT WITH NEUROSCIENCE: MULTIGENERATIONAL PERSPECTIVES FOR THE FUTURE

13 (70-82) Marta Starostka-Patyk, Joanna Tylkowska-Drożdż, Marcin Zawada, Helena Kościelniak, Joanna Nowakowska-Grunt mehr
6.

USE OF EYE-TRACKING IN THE DESIGN AND OPTIMISATION OF TRAINING MATERIALS FOR FUTURE DRIVERS

14 (83-96) Patryk Wlekły, Małgorzata Nermend, Marcin Gryczka, Mariusz Borawski, Halit Shabani mehr
7.

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

14 (97-110) Mateusz Piwowarski, Paula Wiażewicz-Wójtowicz mehr
8.

AI-POWERED TAX ATTORNEYS: USING GENERATIVE AI TO ANALYZE TAX LAW TEXTS

9 (111-119) Tomasz Strąk, Małgorzata Guzowska, Ibish Mazreku mehr
9.

AI TOOLS IN THE EVALUATION OF CONTENT MANAGEMENT SYSTEM DATABASES

12 (120-131) Artur Kulpa, Grzegorz Wojarnik mehr
10.

ANALYSIS OF THE EFFECTS OF APPLYING CLOUD COMPUTING IN ENTERPRISES USING ROUGH SET THEORY

14 (132-145) Damian Dziembek, Karol Kuczera, Anna Dunay, Csaba Bálint Illés mehr
11.

ASSESSING LLM’S THROUGH SCENARIO-BASED SOFT SKILLS TASKS FOR MANAGERS: EXPLORATORY STUDIES

16 (146-161) Sara Drożdżyńska, Paweł Kucharski mehr
12.

AI AND AUTOMATION IN IT: SHAPING FUTURE JOBS AND SKILLS

14 (162-175) Magdalena Ławicka, Udaya Mohan Devadas, Ewa Kowalewska mehr
13.

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

19 (176-194) Barbara Czerniachowicz, Małgorzata Guzowska, Cong Doanh Duongc mehr
14.

THE IMPACT OF INTELLIGENT MANAGEMENT METHODS ON THE CREATIVITY LEVEL OF EMPLOYEES IN THE CREATIVE SECTOR

15 (195-209) Artur Łabuz mehr
15.

EMPLOYEE SILENCE AND ORGANIZATIONAL TRUST – THE CONTEXT OF ARTIFICIAL INTELLIGENCE

13 (210-222) Marek Kunasz mehr
16.

A MODEL APPROACH TO THE RELATIONSHIP BETWEEN EMPLOYEE RELATIONS, AGILITY, AND INNOVATION IN A SMARTLY MANAGED ORGANIZATION BASED ON RESEARCH

16 (223-238) Ewa Mazur-Wierzbicka, Agnieszka Rzepka, Dariusz Czerwinski, Magdalena Czerwinska, Jacek Witkowski mehr
17.

METHODOLOGICAL FRAMEWORK FOR TEACHING HUMAN RESOURCE MANAGEMENT IN GASTRONOMY: A CRITICAL ANALYSIS OF PROJECT ASSUMPTIONS AND OUTCOME

15 (239-253) Katarzyna Brzychcy mehr
18.

MIXED-METHODS OF USER EXPERIENCE EVALUATION OF EDUCATIONAL BOARD GAMES DESIGNED WITH 3D PRINTING TECHNOLOGY

10 (254-263) Patryk Wlekły, Małgorzata Nermend, Julia Leżała, Piotr Przetacznik mehr
19.

APPLICATION OF GENERATIVE PRE-TRAINED TRANSFORMER AS AN EXPERT SYSTEM RECOMMENDING THE TYPE OF HEATING

13 (265-277) Filip Majewski, Paweł Ziemba mehr
20.

THE FUTURE OF AI IN HRM. A CASE STUDY OF THE HR DECISION-MAKING

22 (278-299) Karolina Drela, Anna Grabowska, Małgorzata Brojak-Trzaskowska, Alexandra Bousia mehr
21.

DYNAMIC FILLING OF DATA GAPS IN LARGE AIS DATASETS

14 (300-313) Dariusz Czerwiński, Adam Kiersztyn, Aneta Oniszczuk-Jastrząbek, Ernest Czermański, Izolda Gorgol, Michał Pluciński mehr
22.

AN INNOVATIVE APPROACH TO INTELLIGENT MANAGEMENT OF RETINAL PATHOLOGY RECOGNITION BASED ON DEEP LEARNING AND INTUITIONISTIC FUZZY SETS

14 (314-327) Alicja Żmudzińska, Paweł Powroźnik, Maria Skublewska-Paszkowska, Katarzyna Nowomiejska, Paweł Karczmarek, Adam Kiersztyn, Kamil Jonak, Aneta Oniszczuk-Jastrząbek, Ernest Czermański, Małgorzata Skweres-Kuchta mehr
23.

AI-POWERED KNOWLEDGE MANAGEMENT AND DECISION SUPPORT FOR IVF WITH PGT: LITERATURE REVIEW AND MODEL PROPOSAL

16 (328-343) Małgorzata Skweres-Kuchta, Agnieszka Skweres, Elżbieta Szaruga, Krzysztof Łukaszuk mehr
24.

ARTIFICIAL INTELLIGENCE FOR PERSONALIZED RANKINGS OF ARTICLES – NOVEL EMBEDDING METHOD SUPPORTING DECISION-MAKING IN SYSTEMATIC LITERATURE REVIEW

22 (344-365) Sebastian Matysik, Joanna Wiśniewska, Paweł Karol Frankowski mehr
25.

EFFICIENT AI-POWERED DECISION-MAKING IN SYSTEMATIC LITERATURE REVIEWS USING MULTI-EMBEDDING MODELS

23 (366-388) Paweł Karol Frankowski, Joanna Wiśniewska, Sebastian Matysik mehr
26.

APPLICATION OF ARTIFICIAL INTELLIGENCE IN BUSINESS PROCESS OPTIMISATION ON THE EXAMPLE OF INTELLIGENT ENERGY PRICE FORECASTING FOR PHOTOVOLTAIC FARMS

18 (389-406) Thomas Naprawski, Joanna Kowalik, Anna Pilarczyk-Naprawski mehr
27.

A CONCEPT FOR AN INTELLIGENT TELEINFORMATION SYSTEM TO MITIGATE BOTTLENECKS AND OPTIMIZE SALES DURING RECURRING DEMAND PEAKS.

12 (407-418) Grzegorz Szyjewski, Tomasz Łukaszewski mehr
28.

AI AS DECISION SUPPORT IN THE IMPLEMENTATION OF COURIER SERVICES IN SPATIAL TERMS

17 (419-435) Anna Drab-Kurowska, Agnieszka Budziewicz-Guźlecka, Joanna Drobiazgiewicz, Michał Kuściński, Katya Antonova mehr
29.

LARGE DATABASE OF AIS VESSEL TRAFFIC FOR SMART DECISION-MAKING BASED ON AI IN SHIPPING COMPANIES

19 (436-454) Ernest Czermański, Aneta Oniszczuk-Jastrząbek, Janusz Przewocki, Jakub Neumann, Tomasz Borzyszkowski, Elzbieta Szaruga, Michał Pluciński mehr
30.

ANALYSIS OF SUPPORT FOR THE DEVELOPMENT OF INNOVATION IN HYDROGEN TECHNOLOGY SECTOR ENTERPRISES IN THE REGIONS BASED ON EMPIRICAL RESEARCH - DECISION PROJECT

14 (455-468) Magdalena Kogut-Jaworska, Wojciech Drożdż, Andrea Pizzolante Marzo mehr
31.

TOWARD INTELLIGENT PALLET POOL MANAGEMENT – PALLET DAMAGE IDENTIFICATION AND INPUT DATA STRUCTURE IN CAMERA- AND AI-BASED DECISION SUPPORT SYSTEMS

13 (469-481) Mariusz Sowa, Katarzyna Kędzierska, Joanna Tuleja mehr
32.

SPRINT INTO THE FUTURE: INTELLIGENT MANAGEMENT THROUGH LLM-POWERED COMPUTER SIMULATIONS IN AGILE PROJECTS

14 (482-495) Tomasz Wiśniewski, Rafał Szymański, Marta Starostka-Patyk mehr
33.

ARTIFICIAL INTELLIGENCE (AI) IN LOCAL GOVERNMENTS: HOW DO INTELLIGENT TECHNOLOGIES IMPROVE CITY MANAGEMENT AND RESIDENT COMMUNICATION?

14 (497-510) Agnieszka Smalec, Marzena Wanagos, Agata Niemczyk, Eva Benková mehr
34.

OPPORTUNITIES FOR THE USE OF ARTIFICIAL INTELLIGENCE IN RAIL TRANSPORT

11 (511-521) Arkadiusz Drewnowski, Paulina Dąbrosz–Drewnowska, Krzysztof Małachowski mehr
35.

DECISION-MAKING IN URBAN TRANSPORT POLICY AND INTELLIGENT MANAGEMENT: THE CASE OF PAID PARKING ZONES AND TECHNOLOGICAL IMPLEMENTATION IN POLISH CITIES.

18 (522-539) Artur Pomiannowski, Joanna Sauk mehr
36.

THE CONCEPT FOR IMPLEMENTING METHOD OF MULTIDIMENSIONAL COMPARATIVE ANALYSIS FOR ASSESSING ELECTROMOBILITY IN SMART CITIES IN POLAND

13 (540-552) --- mehr
37.

STUDY OF EMISSIONS, ENERGY CONSUMPTION, AND OPERATING COSTS OF CITY BUS FLEET: EXPLORING THE ROLE OF AI AND TECHNOLOGICAL SOLUTIONS IN SUSTAINABLE URBAN TRANSIT.

18 (553-570) Damian Bonk, Norbert Lech mehr
38.

TRAVELLERS’ MULTICRITERIA DECISIONS AS CONDITIONS FOR SUSTAINABLE URBAN TRANSPORT DEVELOPMENT: THE EXAMPLE OF POLAND

15 (571-585) Grażyna Rosa, Artur Pomianowski mehr
39.

QUANTIFYING THE CREATIVE CLASS–SUSTAINABILITY LINK: A COMPARATIVE EU ANALYSIS WITH AI INSIGHTS

26 (586-611) Aneta Sokół Sokół, Petr Hlaváček, Rafał Czyżycki, Agnieszka Gozdek mehr
40.

ENHANCING SUSTAINABILITY IN FACILITY MANAGEMENT: DATA-DRIVEN DECISION MAKING THROUGH INTELLIGENT ENERGY MONITORING

19 (612-630) Magdalena Malinowska, Paweł Troczyński, Bartosz Marciniak mehr
41.

INTELLIGENT SMART CITIES COMMUNICATION MANAGEMENT FOR SUSTAINABLE DEVELOPMENT

14 (631-644) Magdalena Kotnis, Małgorzata K. Guzowska, Visar Rrutsemi mehr
42.

ARTIFICIAL INTELLIGENCE FOR SUSTAINABLE WINE INDUSTRY: AI-DRIVEN MANAGEMENT IN VITICULTURE, WINE PRODUCTION AND ENOTOURISM

15 (645-659) Marta Sidorkiewicz, Karolina Królikowska, Berenika Dyczek, Edyta Pijet-Migoń, Anna Dubel mehr
43.

AI IN SMART MOBILITY - APPLICATION OF SOLUTIONS, DECISIONS, DETERMINANTS AND DEVELOPMENTS ON THE EXAMPLE OF SELECTED CITIES

19 (660-678) Joanna Drobiazgiewicz, Agnieszka Budziewicz-Guźlecka, Anna Drab-Kurowska, Katya Antonova mehr
44.

AUTONOMOUS VEHICLES AS A TOOL FOR IMPROVING ROAD SAFETY

13 (679-691) Tomasz Kwarciński mehr
45.

TRANSFORMING CITIES THROUGH SMART MANAGEMENT: ALIGNING ORGANISATIONAL INNOVATION WITH SUSTAINABILITY GOALS

16 (692-707) Marta Szaja, Hasibe Aysan mehr
46.

THE USE OF AI IN SME’s MANAGEMENT IN THE EU COHESION POLICY ON THE EXAMPLE OF POLAND

18 (708-725) Jarosław Poteralski mehr
47.

AUTOMATION OF TRANSPORT ANALYSIS USING GEOGRAPHIC INFORMATION SYSTEM (GIS) TOOLS FOR INTELLIGENT LOGISTICS NETWORK MANAGEMENT

17 (726-742) Sylwia Kowalska, Damian Bonk, Elvis Elezaj mehr