Artificial intelligence for knowledge acquisition and management : 11th IFIP WG 12.6 International Workshop, AI4KAM 2025, held at IJCAI 2025, Montréal, QC, Canada, August 16-17, 2025, Revised selected papers / Maciej Pondel, Iwona Chomiak-Orsa, Eunika Mercier-Laurent, Petr Berka, Łukasz Przysucha, editors.

Format:

Book

Conference/Event

Contributor:

Pondel, Maciej, editor.

Chomiak-Orsa, Iwona, editor.

Mercier-Laurent, E. (Eunika), editor.

Berka, Petr, editor.

Przysucha, Łukasz, editor.

Conference Name:

IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management (11th : 2025 : Montréal, Québec)

International Joint Conference on Artificial Intelligence (34th : 2025 : Montréal, Québec)

Series:

IFIP advances in information and communication technology ; 1868-422X 776.

IFIP Advances in Information and Communication Technology, 1868-422X ; 776

Language:

English

Subjects (All):

Artificial intelligence--Congresses.

Artificial intelligence.

Knowledge management--Congresses.

Knowledge management.

Genre:

Conference papers and proceedings

Physical Description:

1 online resource (xiv, 510 pages) : illustrations.

Other Title:

AI4KAM 2025

Place of Publication:

Cham, Switzerland : Springer, [2026]

Summary:

This volume IFIP AICT 776 constitutes the refereed proceedings of the 11th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KAM 2025, held in the framework of the International Joint Conference on Artificial Intelligence, IJCAI 2025, which took place in Montréal, Canada, during August 16-17, 2025. The 30 full papers and 17 short papers included in this book were carefully reviewed and selected from 73 submissions. They were organized in topical sections as follows: AI in Education, Learning, and Academic Environments; AI for Smart Cities, Public Sector, and Government Innovation; AI in Business Processes, Logistics, Industry, and Market Behavior; Machine Learning, Forecasting, Language Technologies, and Knowledge Engineering; Decision Science, Multi-Criteria Methods; and AI in Medicine and Clinical Knowledge Management.

Contents:

Using AI as a new ethical challenge in higher education management : An example of a European Union country / Anna Brzozowska, Elwira Gross-Gołacka, and Aleksander Pabian

Integrating artificial intelligence into higher education : Motivations, challenges, and the effectiveness of personalized learning paths / Małgorzata Sobińska, Konrad Liszczyk, Wojciech Sobiński, Patrycja Zwiech, and Klaudia Smoląg

A study on awareness of artificial intelligence tools in primary education : Case of Poland / Małgorzata Nermend and Małgorzata Łatuszyńska

Educational value of board games using 3D printing technology in the process of education (formal and informal) / Małgorzata Nermend, Patryk Wlekły, Mariusz Borawski, Julia Leżała, and Piotr Przetacznik

AI chatbot as frontline advisor in university recruitment : Enhancing candidate experience / Bartłomiej Balsamski, Jakub Kanclerz, Dariusz Put, and Janusz Stal

Retrieval-augmented generation for organisational communication : Designing and deploying an AI assistant for university-student interaction / Maciej Pondel, Iwona Chomiak-Orsa, Małgorzata Sobińska, Wojciech Grzelak, Artur Kotwica, Andrzej Małowiecki, Kamila Łuczak, and Andrzej Greńczuk

Managing academic e-learning using artificial intelligence : Integrating intelligent systems with the Moodle platform / Tomasz Turek and Tomasz Walasek

AI significance in higher education : A comparative study across the Polish universities / Anna Sołtysik-Piorunkiewicz, Witold Chmielarz, and Magdalena Kossowska-Lai

Acquiring smart people for smart city 3.0 using rough set theory / Karol Kuczera and Damian Dziembek

Multi-criteria assessment of DESI levels for managing AI implementation in smart cities of the European Union and neighboring countries / Kesra Nermend, Laura Brancu, Jarosław Woźniak, and Waldemar Tarczyński

Social trust in artificial intelligence as a condition for the acceptance of smart city applications / Magdalena Rzemieniak, Dorota Jelonek, Lilla Knop, and Agnieszka Bitkowska

Barriers to the implementation of artificial intelligence applications in smart cities / Magdalena Rzemieniak, Lilla Knop, and Narendra Kumar

Selected discrimination problems in the application of artificial intelligence in public services / Kinga Flaga-Gieruszyńska

Leveraging artificial intelligence for graph-based dimensioning of abstract spaces in local government project management / Krzysztof Woźniak, Cezary Stępniak, and Aida Stępniak-Mierzejewska

Decision making on vehicle relocations in free-flotation car-sharing schemes / Paweł Skrzynski, Piotr Szwed, and Jarosław Was

Bridging BPM and multi-agent systems : An approach for mixed-mode process performance / Andrzej Wodecki, Dorota Jelonek, and Agnieszka Bitkowska

Analysis of the interaction between AI technologies for management : Cloud business intelligence and enterprise-specific features / Paula Bajdor, Marta Starostka-Patyk, and Agnieszka Sokołowska-Durkalec

Application of rough set theory in supporting decision-making on the implementation of cloud business intelligence systems in enterprises / Damian Dziembek, Karol Kuczera, Oskar Szumski, Csaba Bálint Illés, and Anna Dunay

Three-dimensional correlation analysis of AI-supported cloud business intelligence in enterprise management processes / Paula Bajdor and Aleksandra Bączkiewicz

Reshaping management systems with AI-driven technologies to improve operational efficiency through maximizing synergy effects / Iouri Semenov, Izabela Auguściak, and Marek Dylewski

Artificial intelligence solutions in the support of decision-making processes of software houses : Case study analysis / Leszek Ziora and Steven J. Hyde

Human activity recognition (HAR) in management of logistics processes : New opportunities or technology without application? / Marta Starostka-Patyk, Marek Szajt, Joanna M. Panek, and Tomasz Jałowiec

From documents to database : Failure modes for industrial assets / Duygu Kabakci-Zorlu, Fabio Lorenzi, John Sheehan, Karol Lynch, and Bradley Eck

The size factor : Managerial views on artificial intelligence in strategic decision processes / Anna Marciszewska, Renata Brajer-Marczak, Katarzyna Grzesik, Michał Nadolny, and Katarzyna Liwarska-Fulczyk

Predicting consumer decision-making in sales offer selection using psychophysiological data and machine learning methods / Paweł Ziemba, Mateusz Piwowarski, and Kesra Nermend

AI agents within augmented reality environments in customer service / Beata Glinkowska-Krauze and Tomasz Noga

Comprehensive usage of avatars in modern marketing / Arnold Pabian, Elwira Gross-Gołacka, Barbara Pabian, and Katarzyna Bilińska

When reviews reveal user roles : AI-powered prosumer classification / Andrzej Małowiecki, Kamila Łuczak, Iwona Chomiak-Orsa, Andrzej Greńczuk, and Anna Nowacka

AI-driven knowledge management in energy enterprises : Challenges and perspectives / Wojciech Drozdz and Krystian Redzeb

The impact of self-supervised pretraining on forecasting accuracy in the forex market / Damian Śnieda and Paweł Weichbroth

Exchange rate forecasting using adaptive neuro-fuzzy inference system (ANFIS) : Performance evaluation of wavelet transform functions / Mateusz Kaszubowski, Piotr Lachowicz, and Paweł Weichbroth

Towards reliable speech-to-text systems : Generative AI-based context-aware post-processing for punctuation, homophone resolution, and non-native speech / Artur Karczmarczyk, Aleksandra Bączkiewicz, Aleksandra Karczmarczyk, Jakub Więckowski, and Grażyna Rosa

Extracting semantic knowledge using generative AI : A case study approach / Ilona Pawełoszek and Joanna Kołodziejczyk

Cross-topic sentiment analysis of Wikipedia articles : A comparative study of AI models / Włodzimierz Lewoniewski, Milena Stróżyna, Izabela Czumałowska, Aleksandra Wojewoda, and Krzysztof Węcel

Towards automated multi-criteria decision analysis using machine learning / Aleksandra Bączkiewicz, Jarosław Wątróbski, Artur Karczmarczyk, and Ewa Wanda Ziemba

On the statistical significance of the weight similarity coefficient in multi-criteria decision analysis / Wojciech Sałabun, Jean Dezert, Andrii Shekhovtsov, and Jarosław Wątróbski

Reducing pairwise comparisons in COMET : Novel approaches for efficient decision model identification / Andrii Shekhovtsov

Empirical validation of simplified pairwise comparison in the decision-making domain / Anna Shkurina

Sensitivity to the damping factor in local Markov consensus methods / Joanna Kołodziejczyk and Andrii Shekhovtsov

From data to preferences : Hybrid swarm intelligence and MCDA for criteria weight identification / Jarosław Wątróbski, Aleksandra Bączkiewicz, Artur Karczmarczyk, and Wojciech Drożdż

Pairwise outperformance aggregations in multiple-criteria analysis of alternatives / Janusz Granat and Marek Makowski

Multi-criteria assessment of the capabilities of latest large language models in tax law analysis and validation of the “LLM as a judge” concept / Tomasz Strąk, Mateusz Piwowarski, Michał Tuszyński, and Kesra Nermend

Multidimensional intuitionistic fuzzy-based framework for modeling artificial intelligence acceptance in services / Bartłomiej Jefmański, Elwira Gross-Gołacka, Marta Kusterka-Jefmańska, and Iwona Chomiak-Orsa

Harnessing artificial intelligence for knowledge management in medicine / Jakub Dowejko, Joanna Tylkowska-Drożdż, Jan Petriczko, and Joanna Dowejko

Analysis of medical data integration issues in the concept of regional digital medicine centers : A case study from the medical university of Wrocław / Agnieszka Siennicka, Agnieszka Matera-Witkiewicz, Maciej Pondel, and Iwona Chomiak-Orsa

Potential of data science in the analysis of clinical and scientific issues in medicine / Agnieszka Siennicka, Agnieszka Matera-Witkiewicz, Maciej Pondel, and Iwona Chomiak-Orsa

DDI prediction using patient demographics in knowledge graphs / Mohadeseh Akhavan Fard, Somayeh Kafaie, and Enayat Rajabi.

Notes:

Includes bibliographical references and index.

Online resource; title from PDF title page (SpringerLink, viewed April 15, 2026).

Other Format:

Print version IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management (11th : 2025 : Montréal, Québec) Artificial intelligence for knowledge acquisition and management

ISBN:

9783032189202

3032189209

OCLC:

1585503469

Access Restriction:

Restricted for use by site license