A product of the International Conference on Data Management and Information Retrieval (Polkowice, Poland), this volume explores the technological, algorithmic, and applied dimensions of data management and information retrieval. It spans a wide range of topics, including data warehousing, semantic search, knowledge discovery, federated learning, data ethics, multilingual search engines, and AI-driven indexing. It focuses on how large-scale data infrastructures interface with advanced retrieval systems, machine learning models, and user-centric design. The volume is grounded in real-world applications across various domains such as healthcare, urban planning, public administration, and e-commerce, offering rich examples of how data and retrieval models intersect in practical environments.
This volume makes a substantial contribution to the field by presenting a unique blend of foundational research and domain-specific innovation. It highlights how modern information systems are evolving from basic search and indexing to adaptive, explainable, and federated retrieval models. In contrast to earlier publications focusing narrowly on retrieval models or big data systems in isolation, this volume integrates both areas into a shared framework emphasizing interoperability, user experience, privacy, and sustainability. It positions ICDMIR as a forward-looking conference that not only tracks academic progress but also shapes the discourse on how data should be organized, accessed, and understood in an increasingly complex digital world.
Table of Contents:
Intelligent Indexing Techniques for Web-Scale Information Retrieval.- Neural Approaches for Semantic Search and Query Understanding.- Metadata Standards and Ontologies for Data Interoperability.- Advanced Ranking Models in Information Retrieval.- Scalable Architectures for Distributed Data Management.- Real-Time Analytics and Decision Support in Smart Cities.- Data-Driven Healthcare: From EHRs to Predictive Modeling.- Fraud Detection and Risk Analysis in Financial Systems.- Public Sector Data Portals and Open Government Initiatives.
About the Author :
Prof. Dr. Ahmed J. Obaid is an Asst. Professor at the Department of Computer Science, Faculty of Computer Science and Mathematics, University of Kufa, Iraq. Dr. Ahmed holds a Bachelor's in Computer Science, a degree in – Information Systems from the College of Computers, University of Anbar, Iraq (2001-2005), and a Master's Degree (M. TECH) in Computer Science Engineering (CSE) from School of Information Technology, Jawaharlal Nehru Technological University, Hyderabad, India (2010-2013), and a Doctor of Philosophy (Ph.D.) in Web Mining from College of Information Technology, University of Babylon, Iraq (2013-2017). He is a Certified Web Mining Consultant with over 14 years of experience working as a Faculty Member at the University of Kufa, Iraq. He has taught courses in Web design, Web Scripting, JavaScript, VB.Net, MATLAB Toolbox, and other courses on PHP, CMC, and DHTML from more than 10 international organizations and institutes in the USA and India. Dr. Ahmed is a member of the Statistical and Information Consultation Center (SICC), at the University of Kufa, Iraq. His main line of research is Web mining Techniques and Applications, Image processing in Web Platforms, Image processing, Genetic Algorithms, information theory, and Medical Health Applications. Ahmed J. is an Associated Editor in the Brazilian Journal of Operations & Production Management (BJO&PM) and an Editorial Board member in the International Journal of Advance Study and Research Work (IJASRW), Journal of Research in Engineering and Applied Sciences(JREAS), GRD Journal for Engineering (GRDJE), International Research Journal of Multidisciplinary Science & Technology (IRJMST), The International Journal of Technology Information and Computer (IJTIC), Career Point International Journal Research (CPIJR). Ahmed J. was an Editor in Many International Conferences such as ISCPS_2020 , MAICT_2020 , IHICPS_2020 , IICESAT_2021 , IICPS_2020 , ICPAS_2021 , etc. (Scopus Indexed Conferences). He has edited Some books, such as Advance Material Science and Engineering (ISBN: 9783035736779, Scientific.net publisher), Computational Intelligence Techniques for Combating COVID-19 (ISBN: 978-3-030-68936-0 EAI/Springer), A Fusion of Artificial Intelligence and Internet of Things for Emerging Cyber Systems (ISBN: 978-3-030-76653-5 Springer). Ahmed J. has supervised several final projects for Bachelor's and Master's in his main line of work and authored and co-authored several scientific publications in journals, Books, and conferences with more than 75+ Journal Research Articles, 5+ book Chapters, 15+ Conference papers, 10+ Conference proceedings, 8+ Books Editing, 2+ Patent. Ahmed J. is also a Reviewer in many Scopus, SCI, and ESCI Journals, e.g., CMC, IETE, IJAACS, IJIPM, IJKBD, IJBSR, IET, IJUFKS, and many others. Dr. Ahmed attended and participated as a keynote Speakers (60+ Conferences), Webinars (10+), and Session Chair (10+), in many international events in the following countries: India, Turkey, Nepal, Philippines, Vietnam, Thailand, Indonesia, and other countries.
Prof. Dr. Zdzislaw Polkowski is a professor of WSG University Bydgoszcz, professor of UJW at the Faculty of Social and Technical Sciences, and Rector's Representative for International Cooperation and Erasmus+ Program at the Jan Wyzykowski University Polkowice, Poland. Also, Since 2019, he has been an Adjunct Professor in the Department of Business Intelligence in Management at Wroclaw University of Economics and Business and The Karkonosze University of Applied Sciences in Jelenia Góra, Poland. Moreover, he is a visiting professor at the University of Pitesti, Romania, Swami Sahajanand School of Management, Bhavnagar, India, and an adjunct professor at Marwadi University, Swami Sahajanand College Of Commerce & Management, Bhavnagar, India. He is the former dean of the Technical Sciences Faculty during the 2009 -2012 period at UZZM in Lubin. He holds a Ph.D. in Computer Science and Management from Wroclaw University of Technology, a graduate degree in Microcomputer Systems in Management from the University of Economics in Wroclaw, and a Post Graduate IT in Education from Economics University in Katowice. He obtained his Engineering degree in Computer Systems in Industry from the Technical University of Zielona Gora. He has published more than 159 papers in journals 35 conference proceedings, including more than 65 papers in journals indexed in the Web of Science, Scopus, and IEEE. Dr. Polkowski is co-editor of 29 books which have been published in Springer and CRC Press Taylor & Francis. He served as a member of Technical Program Committee and the member of the editorial board in many International conferences, journals in Poland, India, China, Iran, Iraq, Syria, United Kingdom, Romania, Turkey, Indonesia, Philippines, Vietnam, Malaysia and Bulgaria. Till date he has delivered over 85 invited talks at different international conferences across various countries. He is also the member of the Board of Studies and expert member of the doctoral research committee in many universities in India. His area of interests includes IT in Business, IoT in Business and Education Technology. He has successfully completed a research projects on "Developing the innovative methodology of teaching Business Informatics" and "Web Technology & Green Internet of Things" funded by the European Commission. He also owns an IT SME consultancy company in Polkowice and Lubin, Poland.
Prof. Dr. Valentina Emilia Balas Valentina E. Balas is currently Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu” University of Arad, Romania. She holds a Ph.D. Cum Laude, in Applied Electronics and Telecommunications from Polytechnic University of Timisoara. Dr. Balas is author of more than 350 research papers in refereed journals and International Conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation.She is the Editor-in Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and to International Journal of Computational Systems Engineering (IJCSysE), member in Editorial Board member of several national and international journals and is evaluator expert for national, international projects and PhD Thesis. Dr. Balas is the director of Intelligent Systems Research Centre in Aurel Vlaicu University of Arad and Director of the Department of International Relations, Programs and Projects in the same university.She served as General Chair of the International Workshop Soft Computing and Applications (SOFA) in nine editions organized in the interval 2005-2020 and held in Romania and Hungary.Dr. Balas participated in many international conferences as Organizer, Honorary Chair, Session Chair, member in Steering, Advisory or International Program Committees and Keynote Speaker.Recently she was working in a national project with EU funding support: BioCell-NanoART = Novel Bio-inspired Cellular Nano-Architectures - For Digital Integrated Circuits, 3M Euro from National Authority for Scientific Research and Innovation.She is a member of European Society for Fuzzy Logic and Technology (EUSFLAT), member of Society for Industrial and Applied Mathematics (SIAM) and a Senior Member IEEE, member in Technical Committee – Fuzzy Systems (IEEE Computational Intelligence Society), chair of the Task Force 14 in Technical Committee – Emergent Technologies (IEEE CIS), member in Technical Committee – Soft Computing (IEEE SMCS). Dr. Balas was past Vice-president (responsible with Awards) of IFSA - International Fuzzy Systems Association Council (2013-2015), is a Joint Secretary of the Governing Council of Forum for Interdisciplinary Mathematics (FIM), - A Multidisciplinary Academic Body, India and recipient of the "Tudor Tanasescu" Prize from the Romanian Academy for contributions in the field of soft computing methods (2019).
Prof. Dr. Muthmainnah Muthmainnah is a distinguished senior lecturer at Universitas Al Asyariah Mandar, located in West Sulawesi, Indonesia. Global recognition acknowledges her extensive contributions as a lecturer, an international speaker, and an accomplished leader in the academic field. She has published international books with renowned publishers such as Springer, Emerald, Wiley, IGI Global, and Taylor and Francis. She also serves as editor and reviewer in reputable journal, serves an international board member for various scientific innovation research groups (SIRG, Egypt), holds adjunct faculty positions at prominent institutions such as MAAUN Nigeria, Buriram Rajabhat University (BRU) Thailand, and Manipal Global Ntx Malaysia, and is the country director of some international organizations and achieved over 100 international awards. Dr. Muthmainnah actively engages in global volunteerism. Her scholarly interests encompass a wide range of topics, including literary development, instructional teaching materials, assurance of learning (ASSURE), TESOL (Teaching English to Speakers of Other Languages), ICT in education, digital education, generative AI (GenAI), and cybergogy. She serves as an external examiner for PhD candidates at A+ accredited universities in Florida (USA), Cyprus (Europe), Australia, India and Malaysia. Her commitment to international collaboration and teamwork underscores her contributions to academia and leadership.. Dr. Muthmainnah's exemplary career reflects her dedication to advancing education, fostering collaboration, and shaping the future of learning through innovative and inclusive approaches.
