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Year of publication
Subject
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Computer science 697 Informatik 675 Computer Science 152 Theorie 80 Theory 80 Datenverarbeitung 76 Informationstechnik 67 Zeitschrift 62 Information technology 52 Management 49 Engineering 47 Computerized method 42 Computerunterstützung 42 Education 38 Kongress 38 Mathematics 38 Deutschland 37 Einführung 37 Economics 35 Wirtschaftsinformatik 35 computer science 32 innovation 32 Knowledge economy 31 Operations Research 31 Betriebliches Informationssystem 30 Germany 30 Operations research 30 Mathematik 29 Mathematical programming 28 Mathematische Optimierung 28 Finance 25 Automatizálás 24 Business intelligence system 24 Informationssystem 24 gépesítés 24 Computer 21 Information 21 Künstliche Intelligenz 21 Algorithm 20 Algorithmus 20
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Online availability
All
Free 460 Undetermined 128
Type of publication
All
Book / Working Paper 566 Article 367 Other 124 Journal 104
Type of publication (narrower categories)
All
Article in journal 83 Aufsatz in Zeitschrift 83 Graue Literatur 73 Non-commercial literature 73 Konferenzschrift 72 Thesis 56 Aufsatz im Buch 52 Book section 52 Collection of articles of several authors 43 Sammelwerk 43 Working Paper 35 Arbeitspapier 33 Hochschulschrift 32 Aufsatzsammlung 21 Conference proceedings 21 Wörterbuch 20 Einführung 11 Enzyklopädie 11 Lehrbuch 10 No longer published / No longer aquired 10 Congress Report 7 Konferenzschrift/Kongressbericht 7 Monografische Reihe 7 Textbook 7 Festschrift 6 Forschungsbericht 6 Bibliografie enthalten 5 Bibliography included 5 Bibliographie 4 Amtsdruckschrift 3 Bibliografie 3 Dictionary (multilingual) 3 Dissertation u.a. Prüfungsschriften 3 Government document 3 Mehrbändiges Werk 3 Multi-volume publication 3 Verzeichnis 3 research-article 3 Case study 2 Conference paper 2
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Language
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English 589 German 265 Undetermined 199 Hungarian 95 French 19 Russian 8 Polish 6 Italian 5 Dutch 3 Slovenian 3 Bulgarian 2 Spanish 2 Czech 1 Romanian 1 Serbian 1
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Author
All
Kő, Andrea 16 Biró, Péter 10 Ágoston, Kolos Csaba 10 Belmonte, Remy 9 Benhamou, Eric 9 Csapó, Ádám Balázs 8 Asemi, Asefeh 7 Borbásné Szabó, Ildikó 7 Kovács, Tibor 7 Törley, Gábor 7 Asemi, Adeleh 6 Kleijnen, Jack P.C. 6 Kosztyán, Zsolt Tibor 6 Szabó, Zoltán 6 Wachs, Johannes 6 Csáki, Csaba 5 Kurbucz, Marcell Tamás 5 Őri, Dóra 5 Azoulay, Pierre 4 Bozóki, Sándor 4 Duma, László 4 Ellison, Glenn 4 Fehér, Péter 4 Fodor, Szabina 4 Goldschlager, Les 4 Hansen, Hans Robert 4 Hellige, Hans Dieter 4 Hill, Ryan 4 Hufnagel, Levente 4 Lu, Susan Feng 4 Madnick, Stuart E. 4 McAleer, Michael 4 Monda, Eszter 4 Schneider, Hans-Jochen 4 Sebrek, Szabolcs Szilárd 4 A P Engelbrecht 3 AlShafeey, Mutaz 3 Angrist, Joshua D. 3 Baranyi, Péter Zoltán 3 Bauer, Friedrich L. 3
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Institution
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Florida Atlantic University 20 IGI Global 10 Gesellschaft für Informatik 9 Tilburg University, School of Economics and Management 9 Europäische Kommission / Generaldirektion Informatik 7 Association Française pour la Cybernétique Économique et Technique 6 Association française pour la cybernétique économique et technique 6 Association for Computing Machinery 5 Intergovernmental Bureau for Informatics 4 Siemens Aktiengesellschaft 4 Association Française d'Informatique et de Recherche Opérationnelle 3 Association française d'informatique et de recherche opérationnelle 3 Akademia Ekonomiczna Imienia Oskara Langego we Wrocławiu 2 American Federation of Information Processing Societies 2 Franklin Institute <Philadelphia, Pa.> 2 I-KNOW <7, 2007, Graz> 2 Information Systems 2 Institute for Operations Research and the Management Sciences 2 International Federation for Information Processing 2 International Federation for Information Processing / Working Group Computer and Work 2 National Bureau of Economic Research 2 TRIPLE-I <2007, Graz> 2 Technische Universität Dresden 2 Technische Universität Dresden / Fakultät für Informatik 2 Wissenschaftsrat 2 Workshop GeNeMe <2011, Dresden> 2 AAMAS <5, 2006, Hakodate> 1 Advanced Study Institute on Information Technology and the Computer Network <1983, Bonas> 1 Akademia Ekonomiczna w Krakowie 1 Albert-Ludwigs-Universität Freiburg 1 Amalgamated Union of Engineering Workers / Technical, Administrative and Supervisory Section 1 Arbeitsgemeinschaft Norddeutscher Bildungswerke der Wirtschaft e.V. 1 Arbeitsgemeinschaft für Wirtschaftliche Verwaltung 1 Asia-Pacific Conference on Economics & Finance <2023, Singapore> 1 Bundesweite Gründerinnenagentur 1 Center for Discrete Mathematics and Theoretical Computer Science 1 Central Electronics Engineering Research Institute 1 Centre for Educational Research and Innovation 1 Conference on National Planning for Informatics in Developing Countries <1975, Bagdad> 1 Data-Becker GmbH <Düsseldorf> 1
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Published in...
All
Research Memorandum / Tilburg University, School of Economics and Management 9 SpringerLink / Bücher 8 Heidelberger Taschenbücher 7 Lecture notes in computer science 6 artec-Paper 6 Games and economic behavior 5 Informatik-Fachberichte 5 Management information systems : mis quarterly 5 Operations Research / Computer Science Interfaces Series 5 Operations Research/Computer Science Interfaces Series 5 ERIM report series research in management 4 Enterprise information systems : 8th International Conference, ICEIS 2006, Paphos, Cyprus, May 23 - 27, 2006 ; revised selected papers 4 Journal of Documentation 4 Sloan working papers 4 Springer eBook Collection / Business and Economics 4 Verwaltung, Informationstechnik & Management : Festschrift für Heinrich Reinermann zum 80. Geburtstag 4 Annals of operations research 3 Journal of institutional and theoretical economics : JITE 3 Journal of universal computer science 3 Knowledge and information systems : an international journal 3 Schriftenreihe der Österreichischen Computer-Gesellschaft 3 Services science : fundamentals, challenges and future developments 3 Springer eBook Collection / Business and Management 3 Applied computer science : Berichte zur praktischen Informatik 2 Berichte der Gesellschaft für Mathematik und Datenverarbeitung : GMD-Bericht 2 Communications in information engineering 2 Computational intelligence and its applications series 2 Econometric Institute research papers 2 Forschungsberichte der FHDW Hannover : Veröffentlichungen aus dem Bereich Forschung und Entwicklung der FHDW Hannover 2 I-KNOW '08 and I-MEDIA '08 : International Conferences on Knowledge Management and New Media Technology ; conference proceedings ; [Graz, Austria, September 3 - 5, 2008] 2 ICB research report 2 INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences 2 Interfaces : the INFORMS journal on the practice of operations research 2 International journal of business information systems : IJBIS 2 International journal of innovation and learning : IJIL 2 International journal of knowledge management : IJKM ; an official publication of the Information Resources Management Association 2 International journal of networking and virtual organisations : IJNVO 2 International transactions in operational research : ITOR ; a journal of the International Federation of Operational Research Societies (IFORS) 2 Journal of Informetrics 2 Journal of computer and system sciences 2
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Source
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ECONIS (ZBW) 483 BASE 381 USB Cologne (EcoSocSci) 255 RePEc 22 Other ZBW resources 10 ArchiDok 7 EconStor 3
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Showing 1 - 50 of 1,161
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Human-Machine Engagement (HME) : conceptualization, typology of forms, antecedents, and consequences
Azer, Jaylan; Alexander, Matthew - In: Journal of service research 28 (2025) 1, pp. 112-130
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Computer science for all? : the impact of high school computer science courses on college majors and earnings
Liu, Jing; Conrad, Cameron; Blazar, David - 2024
This study provides the first causal analysis of the impact of expanding Computer Science (CS) education in U.S. K-12 schools on students' choice of college major and early career outcomes. Utilizing rich longitudinal data from Maryland, we exploit variation from the staggered rollout of CS...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014463598
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Comparative analysis of EU-based cybersecurity skills frameworks
Almeida, Fernando - 2025
Research on cybersecurity security skills is highly relevant in today's digital era, where cybersecurity threats are growing in complexity and frequency. This study aims to evaluate and contrast multiple EU-based cybersecurity skills frameworks to highlight areas of convergence, divergence, and...
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Bayesian implementation, efficiency, and independence classes
Aspremont, Claude d'; Crémer, Jacques - 2025
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Instance Segmentation in Industry 5.0 Applications Based on the Automated Generation of Point Clouds
Monsone, Cristina R.; Csapó, Ádám Balázs - 2025
In this paper, we explore the utility of classical neural network-based approaches, originally designed for processing 2D images, in semantic segmentation and object recognition tasks within the context of 3D point cloud images generated from handheld video recordings. Our investigation centers...
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Disclosure of belief-dependent preferences in a trust game
Attanasi, Giuseppe; Battigalli, Pierpaolo; Manzoni, Elena; … - 2025
Experimental evidence suggests that agents in social dilemmas have belief-dependent, other-regarding preferences. But in experimental games such preferences cannot be common knowledge, because subjects play with anonymous co-players. We address this issue theoretically and experimentally in the...
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Exploring digital transformation strategy to achieve SMEs resilience and antifragility : a systematic literature review
Sagala, Gaffar Hafiz; Őri, Dóra - 2025
Nowadays, the business environment has become more dynamic, making survival issues more challenging for small and medium enterprises (SMEs). Academic literature proposes digital transformation as a facilitator for SMEs to generate resilience and antifragility to overcome this challenge. However,...
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Proceedings of the 5th International Conference on Research in Management and Technovation : ICRMAT-2024
Nguyen Thi Hong Nga (ed.); Santos, José António C. (ed.);  … - International Conference on Research in Management and … - 2025
Analyzing the Role of Corporate Social Responsibility in the Interaction between Corporate Reputation and Enterprise Risk Management: Evidence in SMEs in Vietnam -- Factors Affecting Financial Distress of Enterprises: Evidence from Basic Chemical Enterprises Listed in Vietnam -- Components...
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Information Systems and Neuroscience : NeuroIS Retreat 2024, Vienna, Austria
Davis, Fred D. (ed.); Riedl, René (ed.);  … - NeuroIS Retreat <16., 2024, Wien> - 2025
1. Generative AI Review Summaries and their Impact on Ambivalence and User Behavior: An Eye-Tracking Study -- 2. Offloading to Digital Minds: How Generative AI Can Help to Craft Jobs -- 3. Deciphering User Gaze Dynamics: Interacting an AI-Driven Platform with an Chatbot for Problem Solving --...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015328658
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Computer Science for All? The Impact of High School Computer Science Courses on College Majors and Earnings
Liu, Jing; Conrad, Cameron; Blazar, David - 2024
This study provides the first causal analysis of the impact of expanding Computer Science (CS) education in U.S. K-12 schools on students' choice of college major and early career outcomes. Utilizing rich longitudinal data from Maryland, we exploit variation from the staggered rollout of CS...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014533921
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Justification of Construction 4.0 maturity model with a case study of a data-driven façade company
Heidenwolf, Orsolya; Borbásné Szabó, Ildikó - 2024
The European Parliament released the 2030 Digital Compass, identifying the construction sector as one of the five key ecosystems in the digital transformation process. A Construction 4.0 maturity model (C4M) was created to lead companies through their digital transformation journey. This...
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Modeling AI Trust for 2050
Fehér, Katalin; Vicsek, Lilla Mária; Deuze, Mark - 2024
The study explores the future of AI-driven media and info-communication as envisioned by experts from all world regions, defining relevant terminology and expectations for 2050. Participants engaged in a 4-week series of surveys, questioning their definitions and projections about AI for the...
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A systematic literature review on business-IT misalignment research
Őri, Dóra; Szabó, Zoltán - 2024
There has been a large body of research on strategic alignment between business and information technology, which has also been summarised in several literature reviews. All of these studies describe that business-IT alignment has remained a focal point among business and IT leaders. However,...
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Performance evaluation of national and international kidney exchange programmes with the ENCKEP simulator
Druzsin, K; Biró, Péter; Klimentova, X; Fleiner, Rita … - 2024
In this paper we present simulations for international kidney exchange programmes (KEPs). KEPs are organised in more than ten countries in Europe to facilitate the exchanges of immunologically incompatible donors. The matching runs are typically conducted in every three months for finding...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014537086
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Mixed integer linear programming formulation for K-means clustering problem
Ágoston, Kolos Csaba; Eisenberg-Nagy, Marianna - 2024
The minimum sum-of-squares clusering is the most widely used clustering method. The minimum sum-of-squares clustering is usually solved by the heuristic KMEANS algorithm, which converges to a local optimum. A lot of effort has been made to solve such kind of problems, but a mixed integer linear...
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A lexicographically optimal completion for pairwise comparison matrices with missing entries
Ágoston, Kolos Csaba; Csató, László - 2024
Estimating missing judgements is a key component in many multi-criteria decision making techniques, especially in the Analytic Hierarchy Process. Inspired by the Koczkodaj inconsistency index and a widely used solution concept of cooperative game theory called the nucleolus, the current study...
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The allocation of FIFA World Cup slots based on the ranking of confederations
Csató, László; Kiss, László Marcell; Szádoczki, … - 2024
Qualifications for several world championships in sports are organised such that distinct sets of teams play in their own tournament for a predetermined number of slots. Inspired by a recent work studying the problem with the tools from the literature on fair allocation, this paper provides an...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014562727
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Mesterségesintelligencia-narratívák az online médiában : A hazai online hírportálok és közösségimédia-felületek szentimentelemzése a Chat-GPT korszaka előtt = Narratives of artificial intelligence in the online media : Discourse analysis of domestic online and social media before the chatGPT era
Bokor, Tamás; Kollányi, Bence; Mogyorósi, Pálma; … - 2024
E kutatás híreket, illetve közösségimédia-diskurzusok szentimentjeit elemzi a mesterséges intelligenciához (MI) kapcsolódó hírek szempontjából. A gyűjtés a SentiOne platformján keresztül történt 2020.01.01. és 2023.01.01. között. A teljes adathalmaz cikkekből/posztokból,...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014562735
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MI-csoda szépség! Nézői attitűdök a mesterséges intelligencia által manipulált arcokkal kapcsolatban = What A(I) beauty! Viewer attitudes towards faces manipulated by artificial intelligence
Horváth, Evelin - 2024
A modern médiakutatás figyelme a technológiai fejlődésnek köszönhetően az utóbbi évtizedben a képek igazságértékére irányult: a manipulált fényképek témakörén belül sajátos csoportot képviselnek a portréfotók, mivel az emberi arc egy olyan speciális vizuális inger,...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014562737
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Comparing desktop 3D virtual reality with web 2.0 interfaces : Identifying key factors behind enhanced user capabilities
Sudár, Anna; Csapó, Ádám Balázs - 2024
The aim of this paper is to investigate how commonly used 2D digital layouts can be transformed into 3-dimensional dashboards with the effect of reducing cognitive load. To this end, we compared user performance metrics, pupil dilation data as well as subject-reported qualitative measures in a...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014577626
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Relaxed TS Fuzzy model transformation to improve the approximation accuracy / complexity trade-off and relax the computation complexity
Baranyi, Péter Zoltán - 2024
The primary goal of the paper is to introduce the Relaxed TS Fuzzy model transformation, a method that enhances the original TS Fuzzy model transformation in two ways. First, it focuses on achieving a more efficient reduction of the number of antecedent fuzzy sets– hence, the fuzzy rules of...
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Exploring the expectations of the product manager role: the case of the Hungarian software industry
Sipos, Andrea; Szabó, Bálint - 2024
Stakeholder-driven development has become significant in the software industry. As a result, product managers have taken on a crucial role in IT projects by considering the demands of stakeholders, business objectives and knowing available technological solutions. The theoretical section of this...
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A mesterséges intelligencia alkalmazási területei a számvitelben = Applications of artificial intelligence in accounting
Polyák, Imre - 2024
A mesterséges intelligencia mint hívószó egyre gyakrabban jelenik meg az élet minden területén. Leggyakrabban abban a kontextusban találkozunk vele, hogy a mesterséges intelligencia megszüntethet-e egyes szakmákat. Jelen tanulmányunkban más oldalról vizsgáljuk meg a témát, és a...
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Computing balanced solutions for large international kidney exchange schemes
Benedek, Márton; Biró, Péter; Paulusma, Daniel; Ye, Xin - 2024
To overcome incompatibility issues, kidney patients may swap their donors. In international kidney exchange programmes (IKEPs), countries merge their national patient–donor pools. We consider a recently introduced credit system. In each round, countries are given an initial “fair”...
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Toward SMEs digital transformation success : a systematic literature review
Sagala, Gaffar Hafiz; Őri, Dóra - 2024
The core success of digital transformation among small and medium enterprises (SMEs) still needs to be clarified and comprehensively discussed. Meanwhile, SMEs cannot exploit digital advantages due to their limited strategic empirical and practical knowledge. This study aims to (1) describe the...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014632637
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Cutoff stability under distributional constraints with an application to summer internship matching
Aziz, Haroon; Baychkov, A; Biró, Péter - 2024
We introduce a new two-sided stable matching problem that describes the summer internship matching practice of an Australian university. The model is a case between two models of Kamada and Kojima on matchings with distributional constraints. We study three solution concepts, the strong and weak...
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To connect or not to connect? : Responding to the Digital Silk Road in Central and Eastern Europe
Szunomár, Ágnes - 2024
As China has launched the Digital Silk Road (DSR) initiative, the focus of Chinese overseas activities has subsequently been complemented by the global expansion of Chinese technology companies. While the vast majority of Central and Eastern European (CEE) countries share the concerns as regards...
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Shapley-Scarf Housing Markets : Respecting Improvement, Integer Programming, and Kidney Exchange
Biró, Péter; Klijn, F; Klimentova, X; Viana, A - 2024
In a housing market of Shapley and Scarf, each agent is endowed with one indivisible object and has preferences over all objects. An allocation of the objects is in the (strong) core if there exists no (weakly) blocking coalition. We show that, for strict preferences, the unique strong core...
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Entangled AI : artificial intelligence that serves the future
Köves, Alexandra; Fehér, Katalin; Vicsek, Lilla Mária; … - 2024
While debate is heating up regarding the development of AI and its perceived impacts on human society, policymaking is struggling to catch up with the demand to exercise some regulatory control over its rapid advancement. This paper aims to introduce the concept of entangled AI that emerged from...
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Integration of AI and Metaheuristics in Educational Software : A Hybrid Approach to Exercise Generation
Láng, Blanka; Dömsödi, Balázs - 2024
This study explores the integration of generative artificial intelligence (AI) with Exercise Generation Algorithm+ (EGAL+), a multi-objective harmony search (HS) metaheuristic-based algorithm capable of composing high-quality exercises. These exercises are characterized by their diversity,...
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Design Suggestions for Digital Workflow Oriented Desktop VR Spaces
Sudár, Anna; Horváth, Ildikó - 2024
This paper presents an examination of design prin- ciples for 3D Virtual Reality (VR) environments, with a focus on enhancing digital workflows. Employing objective data, the study sets out to clarify the primary design considerations for crafting effective 3D VR spaces. Through empirical...
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Adaptive machine learning for forecasting in wind energy : A dynamic, multi-algorithmic approach for short and long-term predictions
AlShafeey, Mutaz; Csáki, Csaba - 2024
This study elucidates the formulation and validation of a dynamic hybrid model for wind energy forecasting, with a particular emphasis on its capability for both short-term and long-term predictive accuracy. The model is predicated on the assimilation of time-series data from past wind energy...
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Comparison of Auditory and Visual Short-Term Memory Capabilities using a Serious Game Application
Wersényi, György; Csapó, Ádám Balázs - 2024
A comprehensive serious game application has been designed and implemented to examine the capacity and effective- ness of short-term auditory and visual memory, otherwise known as working memory in human subjects. Participants engaged in an adaptation of the well-known paired association game...
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Genetic modification optimization technique : A neural network multi-objective energy management approach
AlShafeey, Mutaz; Rashdan, Omar - 2024
In this study, a Neural Network-Enhanced Gene Modification Optimization Technique was introduced for multi- objective energy resource management. Addressing the need for sustainable energy solutions, this technique integrated neural network models as fitness functions, representing an...
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A Framework for Effective Virtual Commissioning : Guiding Principles for Seamless System Integration
Korpai, Richárd; Szántó, Norbert; Csapó, Ádám Balázs - 2024
Virtual commissioning (VC), defined as the simulation and testing of systems in a virtual environment before physical implementation, plays a key role in addressing the challenges of integrating and validating complex systems efficiently and effectively. This paper focuses on the topic of...
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AI and ethics : Investigating the first policy responses of higher education institutions to the challenge of generative AI
Dabis, Attila; Csáki, Csaba - 2024
This article addresses the ethical challenges posed by generative artificial intelligence (AI) tools in higher education and explores the first responses of universities to these challenges globally. Drawing on five key international documents from the UN, EU, and OECD, the study used content...
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The impact of digitalization on SMEs GDP contribution
Borbásné Szabó, Ildikó; Ternai, Katalin; Prosser, … - 2024
This research investigates the impact of digitalization on contribution to Gross Domestic Product, in the context of the Hungarian National Infocommunication Strategy adopting the European Union’s Digital Agenda. 1045 small and medium enterprises were included in the research, using data from...
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A labdarúgó-világbajnokság kvóta­elosztása páros összehasonlításokkal
Kiss, László Marcell; Csató, László; Szádoczki, … - 2024
A labdarúgó-világbajnokság selejtezőit a Nemzetközi Labdarúgó-szövetség (FIFA) hat regionális konföderációja szervezi, amelyek mindegyikéből előre adott számú válogatott jut ki a világbajnokságra. Tanulmányunkban egy, a konföderációk múltbeli teljesítményének...
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Large language models reduce public knowledge sharing on online Q&A platforms
del Rio-Chanona, R. Maria; Laurentsyeva, Nadzeya; … - 2024
Large language models (LLMs) are a potential substitute for human-generated data and knowledge resources. This substitution, however, can present a significant problem for the training data needed to develop future models if it leads to a reduction of human-generated content. In this work, we...
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The impact of ChatGPT on student performance in higher education
Mike, Nimród; Karsai, Krisztina; Orbán, Gábor; … - 2024
This study investigates ChatGPT's impact on effectiveness, efficiency, and problem-solving among higher education students in law, business informatics, and media and communication. Involving 304 students divided into experimental (using ChatGPT) and control groups for an open-book test, the...
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AI Governance : The Role of Global Regulations in Light of the Ethical Views of Data Science Students
Trautmann, László; Nagy, Konrád Ákos; Csáki, Csaba - 2024
The technological shift we witness today is indicated by the emergence of a global infrastructure combining information systems with the existing physical infrastructure where this integration is increasingly enabled by artificial intelligence (AI). The safety and control of this fast-paced...
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Advancing the software development process through the development of technology-enabled dynamic capabilities in a project-based firm : insights from action design research
Sebrek, Szabolcs Szilárd; Semenova, Viktoriia; … - 2024
Purpose This study aims to extend the dynamic capabilities (DCs) perspective to the project management context. The authors present supporting evidence for analyzing the creation process of DCs during the redesign of the software development process, and they examine the impact of those...
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Using machine learning to develop customer insights from user-generated content
Mustak, Mekhail; Hallikainen, Heli; Laukkanen, Tommi; … - 2024
Uncovering customer insights (CI) is indispensable for contemporary marketing strategies. The widespread availability of user-generated content (UGC) presents a unique opportunity for firms to gain a nuanced understanding of their customers. However, the size and complexity of UGC datasets pose...
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Augmenting the availability of historical GDP per capita estimates through machine learning
Koch, Philipp; Stojkoski, Viktor; Hidalgo, César A. - 2024
Can we use data on the biographies of historical figures to estimate the GDP per capita of countries and regions? Here, we introduce a machine learning method to estimate the GDP per capita of dozens of countries and hundreds of regions in Europe and North America for the past seven centuries...
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LLT: An R package for Linear Law-based Feature Space Transformation
Kurbucz, Marcell Tamás; Pósfay, Péter; Jakovác, Antal - 2024
The goal of the linear law-based feature space transformation (LLT) algorithm is to assist with the classification of univariate and multivariate time series. The presented R package, called LLT, implements this algorithm in a flexible yet user-friendly way. This package first splits the...
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Modeling interconnected social and technical risks in open source software ecosystems
Schueller, William; Wachs, Johannes - 2024
Open source software ecosystems consist of thousands of interdependent libraries, which users can combine to great effect. Recent work has pointed out two kinds of risks in these systems: that technical problems like bugs and vulnerabilities can spread through dependency links, and that...
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A model for investment type recommender system based on the potential investors based on investors and experts feedback using ANFIS and MNN
Asemi, Asefeh; Asemi, Adeleh; Kő, Andrea - 2024
This article presents an investment recommender system based on an Adaptive NeuroFuzzy Inference System (ANFIS) and pre-trained weights from a Multimodal Neural Network (MNN). The model is designed to support the investment process for the customers and takes into consideration seven factors to...
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Design and Evaluation of Abstract Aggregated Avatars in VR Workspaces
Persa, György; Csapó, Ádám Balázs - 2024
Avatars are commonly used in digital platforms to provide a visual representation of individual users to each other. Generally, avatar design in the past has focused on achieving visual fidelity and realism of social interactions. In this paper, we broaden the concept of avatars to incorporate...
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Unmasking Risky Habits : Identifying and Predicting Problem Gamblers Through Machine Learning Techniques
Sándor, Máté Csaba; Bakó, Barna - 2024
The use of machine learning techniques to identify problem gamblers has been widely established. However, existing methods often rely on self-reported labeling, such as temporary self-exclusion or account closure. In this study, we propose a novel approach that combines two documented methods....
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Approaches for Hybrid Scaling of Agile in the IT Industry : A Systematic Literature Review and Research Agenda
Almeida, Fernando; Blaskovics, Bálint - 2024
Agile methodologies, initially designed for the project level, face challenges when applied at enterprise levels where complex projects and diverse stakeholders are involved. To meet this challenge, several large-scale agile methodologies have been proposed. However, these approaches are not...
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