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  • Search: subject_exact:"Data Mining"
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Year of publication
Subject
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Data Mining 5,708 Data mining 5,631 Big Data 1,995 Big data 1,952 data mining 648 Künstliche Intelligenz 647 Artificial intelligence 646 Theorie 641 Theory 633 Prognoseverfahren 523 Forecasting model 519 Social Web 517 Social web 517 Consumer behaviour 408 Konsumentenverhalten 408 Informationsmanagement 391 Information management 380 Bergbau 369 Mining 369 Text 361 Betriebliches Informationssystem 301 Beziehungsmarketing 300 Relationship marketing 300 Business intelligence system 289 Wissensmanagement 284 Knowledge management 278 Classification 255 Management information system 242 Management-Informationssystem 242 Text mining 228 Klassifikation 227 Prozessmanagement 227 Business process management 222 big data 219 Electronic Commerce 204 Algorithm 203 text mining 203 Algorithmus 202 E-commerce 198 Online retailing 195
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Online availability
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Undetermined 2,819 Free 1,543 CC license 194
Type of publication
All
Article 4,479 Book / Working Paper 1,815 Other 14 Journal 2
Type of publication (narrower categories)
All
Article in journal 3,275 Aufsatz in Zeitschrift 3,275 Aufsatz im Buch 612 Book section 612 Graue Literatur 295 Non-commercial literature 295 Working Paper 271 Arbeitspapier 245 Hochschulschrift 119 Collection of articles of several authors 117 Sammelwerk 117 Thesis 95 Aufsatzsammlung 92 research-article 68 Conference paper 55 Konferenzbeitrag 55 Case study 50 Fallstudie 50 Article 45 Konferenzschrift 38 Lehrbuch 19 Conference proceedings 16 Dissertation u.a. Prüfungsschriften 13 Conference Paper 12 Textbook 12 Ratgeber 10 Collection of articles written by one author 9 Guidebook 9 Sammlung 9 Congress Report 7 Forschungsbericht 7 review 7 Handbook 6 Handbuch 6 Bibliografie 4 Bibliografie enthalten 4 Bibliographie 4 Bibliography included 4 case-report 4 Einführung 3
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Language
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English 5,498 Undetermined 398 German 393 Spanish 10 French 4 Lithuanian 4 Polish 4 Romanian 3 Bulgarian 1 Italian 1 Russian 1 Slovak 1 Turkish 1
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Author
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Baesens, Bart 27 Martens, David 22 Bhatnagar, Vishal 19 Shi, Yong 18 Vasarhelyi, Miklos A. 18 Law, Rob 17 Kusiak, Andrew 16 Moro, Sérgio 16 Olson, David L. 16 Hippner, Hajo 15 Lessmann, Stefan 15 Ranjan, Jayanthi 15 Wamba, Samuel Fosso 15 Chamoni, Peter 14 Delen, Dursun 14 Provost, Foster 14 Rita, Paulo 14 Vanthienen, Jan 14 Lämmel, Uwe 13 Osei-Bryson, Kweku-Muata 13 Thabtah, Fadi 13 Van den Poel, Dirk 13 Li, Gang 12 Pardalos, Panos M. 12 Akter, Shahriar 11 Christmann, Andreas 11 Hansen, Peter Reinhard 11 Li, Xin 11 Piazza, Franca 11 Porter, Alan L. 11 Vu, Huy Quan 11 Wiedmann, Klaus-Peter 11 Aalst, Wil van der 10 Barclay, Corlane 10 Chen, Hsinchun 10 Coussement, Kristof 10 Daniels, Hennie 10 Davenport, Thomas H. 10 Gunasekaran, Angappa 10 Hilbert, Andreas 10
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Institution
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IGI Global 68 National Bureau of Economic Research 17 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 11 Information Resources Management Association 9 Springer Fachmedien Wiesbaden 9 Faculteit Economie en Bedrijfskunde, Universiteit Gent 8 European Commission / Joint Research Centre 6 ToKnowPress 5 Department of Economics, Oxford University 4 Erasmus University Rotterdam, Econometric Institute 4 European Parliament / Directorate-General for Internal Policies of the Union 4 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 4 Hochschule <Wismar> / Fakultät für Wirtschaftswissenschaften 4 Society for Computational Economics - SCE 4 AHFE <7., 2016, Orlando, Fla.> 3 Department of Economics, Faculty of Economic and Management Sciences 3 European Commission / Directorate-General for Research and Innovation 3 European Economic and Social Committee 3 Evodevo srl 3 Facultatea de Cibernetica, Statistica şi Informatica Economica, Academia de Studii Economice din Bucureşti 3 Facultatea de Finante şi Banci, Universitatea Spiru Haret 3 Hochschule <Wismar> / Fachbereich Wirtschaft 3 Kaunas University of Technology 3 Rheinisch-Westfälische Technische Hochschule Aachen 3 Springer International Publishing 3 Universität Mannheim 3 BIS <16, 2013, Posen> 2 Bank für Internationalen Zahlungsausgleich / Irving Fisher Committee on Central Bank Statistics 2 Brown University / Department of Economics 2 Center for Economic Research <Tilburg> 2 DaWaK <3, 2001, München> 2 Deggendorfer Forum zur Digitalen Datenanalyse 2 Dipartimento di Management, Università Ca' Foscari Venezia 2 EMC 2 Economics Group, Nuffield College, University of Oxford 2 Erasmus Research Institute of Management (ERIM), Erasmus Universiteit Rotterdam 2 European Association of Agricultural Economists - EAAE 2 European Network and Information Security Agency 2 Fachbereich Rechts- und Wirtschaftswissenschaften, Technische Universität Darmstadt 2 Faculteit Toegepaste Economische Wetenschappen, Universiteit Antwerpen 2
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Published in...
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Technological forecasting & social change : an international journal 132 International journal of production research 77 European journal of operational research : EJOR 76 International journal of business information systems : IJBIS 64 Journal of business research : JBR 63 Journal of information & knowledge management : JIKM 62 Information systems and e-business management : ISeB 41 Tourism management : research, policies, practice 41 Journal of retailing and consumer services 38 Information & management : the internat. journal of management processes and systems ; journal of IFIP Users Group 36 SpringerLink / Bücher 36 Decision support systems : DSS ; the international journal 32 IEEE transactions on engineering management : EM 30 Knowledge and information systems : an international journal 30 International Journal of Information Technology & Decision Making (IJITDM) 28 Industrial marketing management : the international journal for industrial and high-tech firms 27 Information technology and management 27 International journal of accounting information systems 27 Business process management journal 26 HMD : Praxis der Wirtschaftsinformatik 26 International journal of forecasting 26 European Journal of Operational Research 25 International journal of production economics 25 Computers & operations research : and their applications to problems of world concern ; an international journal 23 Journal of decision systems 23 Electronic commerce research 22 International journal of information technology and management : IJITM 22 International journal of networking and virtual organisations : IJNVO 22 Journal of management analytics 22 Decision analytics journal 21 Journal of emerging technologies in Accounting 19 Organizational data mining : leveraging enterprise data resources for optimal performance 19 Technology analysis & strategic management 19 INFORMS journal on computing : JOC 18 Industrial Management & Data Systems 18 International journal of hospitality management 18 International journal of information systems in the service sector : IJISSS ; an official publication of the Information Resources Management Association 18 Springer eBook Collection 18 Business & information systems engineering 17 Journal of management information systems : JMIS 17
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Source
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ECONIS (ZBW) 5,437 RePEc 423 Other ZBW resources 178 USB Cologne (EcoSocSci) 112 EconStor 89 BASE 57 USB Cologne (business full texts) 14
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Showing 1 - 50 of 6,310
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Modeling a sustainable decision support system for banking environments using rough sets : a case study of the Egyptian Arab Land Bank
Elnagar, Mohamed A.; Aty, Jaber Abdel; Elhady, … - 2025
This study addresses the vast amount of information held by the banking sector, especially regarding opportunities in tourism development, production, and large residential projects. With advancements in information technology and databases, data mining has become essential for banks to...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015338327
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Data mining for the adjustment of credit scoring models in solidarity economy entities : a methodology for addressing class imbalances
Bermudez Vera, Ivan Mauricio; Restrepo, Jaime Mosquera; … - In: Risks : open access journal 13 (2025) 2, pp. 1-16
This study addresses the quantification of credit risk in solidarity economy entities, proposing a new methodology to redefine the concept of a "default" in the frequent situations of extreme class imbalances. The objective is to develop and evaluate credit scoring models that enhance risk...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015333680
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Beyond digital transformation : a multi-mixed methods study on big data analytics capabilities and innovation in enhancing organizational performance
Orero-Blat, Maria; Palacios Marqués, Daniel; … - In: Review of managerial science : RMS 19 (2025) 2, pp. 649-685
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015194569
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Intelligent policy framework : natural resource conservation, knowledge and big data analytics
Xiao, Nina; Qu, Xianhe - In: Journal of innovation & knowledge : JIK 10 (2025) 2, pp. 1-10
In today's context of escalating environmental pressure, traditional methods of natural resource conservation face numerous challenges. The use of big data analytics to support the formulation of environmental policies has become a crucial approach for enhancing the efficiency and scientific...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015331637
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Do P2P borrowers improve the quality of information disclosure? : an analysis with text mining on loan descriptions
Chen, Yuan; Feng, Ji; Li, Xun; Yu, Shijie - In: International studies of economics 20 (2025) 1, pp. 23-42
Most of peer-to-peer (P2P) online borrowers are small business managers. The learning behavior of borrowers in the P2P market is rarely studied. The aim of this paper is to identify the existence of borrowers' learning behavior in the P2P market using a large sample from renrendai.com, which is...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015371227
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Equilibrium data mining and data abundance
Dugast, Jérôme; Foucault, Thierry - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015399766
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Beyond static rankings : a tourist experience-driven approach to measure destination competitiveness
Chen, Jinyan; Wu, Jie; Wang, Danni; Stantic, Bela - In: Tourism management : research, policies, practice 106 (2025), pp. 1-13
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015078076
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Time analysis of online consumer behavior by decision trees, GUHA association rules, and formal concept analysis
Pitka, Tomáš; Bucko, Jozef; Krajči, Stanislav; … - 2025
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The next chapter of big data in finance
Goldstein, Itay; Spatt, Chester S.; Ye, Mao - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015371028
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Extracting knowledge from customer reviews : an integrated framework for digital platform analytics
Kyriakidis, Anastasios; Tsafarakis, Stelios - In: International transactions in operational research : a … 32 (2025) 4, pp. 2061-2086
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015338278
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Impact of indices on stock price volatility of BRICS countries during crises : comparative study
Ruzgar, Nursel Selver - 2025
This study aims to identify the common indices having an impact on the SPV of BRICS countries during crises. To address this, the monthly data retrieved from the database of the Global Economic Monitor (GEM), World Bank, IMF International Financial Statistics data, and OECD in the period of...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015338400
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The impact of Big Data Analytics on firm sustainable performance
Ertz, Myriam; Latrous, Imen; Dakhlaoui, Ahlem; Sun, Shouheng - In: Corporate social responsibility and environmental management 32 (2025) 1, pp. 1261-1278
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015333319
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Asymmetric effect of airline customer opinions for service quality attributes : text mining approach
Eum, Seong-Won; Leem, Byunghak - In: Businesses 5 (2025) 1, pp. 1-17
The purpose of this study is to identify airline asymmetric attributes that affect customer satisfaction based on the three-factor theory and to build an Asymmetric Impact-Sentiment Analysis (AISA) for resource allocation prioritization. We identified food and beverage service as a basic factor;...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015334433
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Integrating big data with KNIME as an alternative without programming code : an application to the PATSTAT patent database
Taques, Fernando H.; Chasco Yrigoyen, Coro; Taques, … - In: Journal of geographical systems : geographical … 27 (2025) 1, pp. 31-61
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015332176
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Putting the SWORD to the test : finding workarounds with process mining
Waal, Wouter van der; Weerd, Inge van de; Beerepoot, Iris; … - In: Business & information systems engineering 67 (2025) 2, pp. 171-190
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015333525
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A new probability forecasting model for cotton yarn futures price volatility with explainable AI and big data
Xia, Huosong; Hou, Xiaoyu; Zhang, Zuopeng; Abedin, … - In: Journal of forecasting 44 (2025) 1, pp. 112-135
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015373998
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Analysis of hotspots of urban eco-environmental problems : a case study of Shenzhen City
Cai, Yue; Dong, Rencai; Lian, Anxin; Wang, Zerui; Zhao, … - In: Chinese journal of population, resources and environment 23 (2025) 1, pp. 106-113
Urban eco-environmental management is a key focus in the modernization of national governance systems and governance capacity. Advanced information technology should be used to identify ecological problems in urban areas accurately while enhancing the environmental management capacity to promote...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015414117
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Realising value from big data analytics : the process of affordance actualisation
Farouk, Firdous Mohd; Schinckus, Christophe; Smith, Sandra - In: Digital business 5 (2025) 1, pp. 1-12
Recent developments in big data analytics (BDA) enable financial institutions to optimize their decision-making processes. However, many BDA projects fail due to a lack of understanding of the value related to the realisation process. Guided by affordance actualisation theory, this article uses...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015410544
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Unveiling the path to innovation : exploring the roles of big data analytics management capabilities, strategic agility, and strategic alignment
Sarwar, Zahid; Song, Zhi-hong; Ali, Syed Tauseef; Khan, … - In: Journal of innovation & knowledge : JIK 10 (2025) 1, pp. 1-16
Big data are known to improve operational efficiency, competitiveness, and performance. Despite these unprecedented benefits, the understanding of how big data transform organizational processes remains limited. To address this gap, this research empirically investigates how big data analytics...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015192404
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Open-source data-driven prediction of environmental, social, and governance (ESG) ratings using deep learning techniques
Lee, Hye Lim; Hwang, Jin Ho; Ryu, Do Yeol; Kim, Jong Woo - In: Intelligent systems in accounting, finance & management 32 (2025) 1, pp. 1-24
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015332640
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Mining online hotel reviews using big data and machine learning : an empirical study from an emerging country
Le, Hanh Thi My; Phan-Thi, Thuy-An; Nguyen, Binh T.; … - In: Annals of tourism research empirical insights 6 (2025) 1, pp. 1-14
This paper presents a framework for collecting large datasets of hotel reviews (e.g., from Booking.com and TripAdvisor) and performing useful analytics from the data collected. This approach automates data collection, reduces manual effort, enhances data cleaning, and standardizes data...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015416200
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A fused large language model for predicting startup success
Maarouf, Abdurahman; Feuerriegel, Stefan; Pröllochs, … - In: European journal of operational research : EJOR 322 (2025) 1, pp. 198-214
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015410204
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A reinforcement learning and predictive analytics approach for enhancing credit assessment in manufacturing
Razaque, Abdul; Beishenaly, Aliya; Kalpeyeva, Zhuldyz; … - 2025
The fundamental issue with a credit system for manufacturers and importers of commodities is inefficient credit assessment. Traditional techniques frequently produce inaccurate risk assessments and credit scores, resulting in financial losses for lenders, missing business growth possibilities,...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015420272
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A predictive analytics framework for forecasting soccer match outcomes using machine learning models
Wong, Albert; Li, Eugene; Le, Huan; Bhangu, Gurbir; … - 2025
Predicting the outcome of a sports game is a favourite pastime for sports fans and researchers. The interest has intensified in recent years due to data availability, the development and successful implementation of machine learning algorithms, and the proliferation of internet gaming. This...
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A machine learning approach for text pattern diagnosis in mental health consultations
Juanita, Safitri; Daeli, Anisah Hasratniwati; … - 2025
Online health consultation services are crucial for mental health support, particularly in densely populated areas. However, the heavy reliance on human expertise often leads to delays, necessitating more efficient and automated solutions. This study developed a machine learning framework to...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015420451
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A novel lift adjustment methodology for improving association rule interpretation
Sowan, Bilal; Zhang, Li; Matar, Nasim; Zraqou, J.; … - 2025
Association rules can offer a human-interpretable insight extracted from data. The lift measures used for evaluating association rules in classical Association Rule Mining (ARM) contexts are mainly based on traditional and well-known ones but suffer from interpretation inadequacy when dealing...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015420467
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A systematic review of sentiment analytics in banking headlines
Jayanthakumaran, Muhunthan; Shukla, Nagesh; Pradhan, … - 2025
This systematic review investigates sentiment analysis of news headlines in the banking sector, a field susceptible to public sentiment, as demonstrated by phenomena like bank runs leading to rapid deposit withdrawals. We trace the evolution of analytic methods from traditional machine learning...
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A two-stage business analytics approach to perform behavioural and geographic customer segmentation using e-commerce delivery data
Griva, Anastasia; Zampou, Eleni; Stavrou, Vasilis; … - In: Journal of decision systems 33 (2024) 1, pp. 1-29
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014511925
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Use of prediction bias in active learning and its application to large variable annuity : Portfolios
Gweon, Hyukjun; Li, Shu; Xu, Yangxuan - In: Risks : open access journal 12 (2024) 6, pp. 1-14
Given the computational challenges associated with valuing large variable annuity (VA) portfolios, a variety of data mining frameworks, including metamodeling and active learning, have been proposed in recent years. Active learning, a promising alternative to metamodeling, enhances the...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014636846
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Identification of fraudulent financial statements through a multi-label classification approach
Tragouda, Maria; Doumpos, Michael; Zopounidis, Constantin - In: Intelligent systems in accounting, finance & management 31 (2024) 2, pp. 1-19
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015099035
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Online newspaper subscriptions : using machine learning to reduce and understand customer churn
Belchior, Lúcia Madeira; António, Nuno; Fernandes, … - In: Journal of media business studies 21 (2024) 4, pp. 364-387
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015178020
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Research synthesizes in pro-environmental behavior in education : a text mining approach
Novera, Chowdhury Noushin; Ifti, Mehedi Hasan; Anh Ngoc … - In: Managing global transitions : international research journal 22 (2024) 3, pp. 231-251
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Big data in tourism marketing : past research and future opportunities
Blanco-Moreno, Sofía; González-Fernández, Ana M.; … - In: Spanish journal of marketing 28 (2024) 3, pp. 266-286
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015190258
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Big data analytics and innovation in e-commerce : current insights and future directions
Alsmadi, Ayman Abdalmajeed; Shuhaiber, Ahmed; … - In: Journal of financial services marketing 29 (2024) 4, pp. 1635-1652
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Big data analytics and the use of artificial intelligence in the services industry : a meta-analysis
Ladeira, Wagner Junior; Santini, Fernando de Oliveira; … - In: The service industries journal 44 (2024) 15/16, pp. 1117-1144
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015194236
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Development of a product recommendation method for the real-time cart context in supermarkets by integrating cooking recipes and purchase co-occurrences
Suzuki, Takayuki; Goto, Yusuke - In: The review of socionetwork strategies 18 (2024) 2, pp. 279-301
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015194243
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A survey on association rule mining for enterprise architecture model discovery
Pinheiro, Carlos; Guerreiro, Sérgio Luís Proença Duarte - In: Business & information systems engineering 66 (2024) 6, pp. 777-798
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015195626
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User behavior mining : a research agenda
Abb, Luka; Berg, Gregor; Bormann, Carsten; Kampik, Timotheus - In: Business & information systems engineering 66 (2024) 6, pp. 799-816
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015195629
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Big data analytics effect on competitive performance : mediating role of business model innovation
Jenkison, Nandi; Chiba, Manoj D.; Mthombeni, Morris; … - In: South African journal of business management 55 (2024) 1, pp. 1-15
Purpose: Big Data Analytics Capabilities (BDAC) facilitate the generation of critical insights required for competitive performance. This study evaluates the relationship between Big Data Analytics Capabilities and competitive performance and argues the effect is mediated by Business Model...
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Democratisation of retail trading : a data-driven comparison of Reddit's WallStreetBets to investment bank analysts
Buz, Tolga; Melo, Gerard de - In: Journal of business analytics 7 (2024) 4, pp. 256-272
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How do speaker characteristics influence use of rhetorical history? : insights from text mining analysis of discourse about Brexit
Smith, Andrew; Cole, Michael; Küsters, Anselm - In: Management & organizational history : M&OH 19 (2024) 4, pp. 249-281
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Laying the ground for future cross-organizational process mining research and application : a literature review
Rott, Julian; Böhm, Markus; Krcmar, Helmut - In: Business process management journal 30 (2024) 8, pp. 144-206
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Adapting support vector optimisation algorithms to textual gender classification
Gomez, Javier; Alfaro, Cesar; Ortega, Felipe; Moguerza, … - In: Top : an official journal of the Spanish Society of … 32 (2024) 3, pp. 463-488
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Business model innovation : harnessing big data analytics and digital transformation in hostile environments
Ciacci, Andrea; Penco, Lara - In: Journal of small business & enterprise development 31 (2024) 8, pp. 22-46
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Regional planning : a failed or flawed project for Africa?; Taking advantage of big data science on the horizon
Chirisa, Innocent; Odero, Kenneth; Gambe, Tazviona Richman - In: Regional science policy and practice : RSPP 16 (2024) 12, pp. 1-7
This paper explores regional planning as an applied field of practice in Africa, where it is observed as a failed project or a flawed endeavour. In theory, regional planning (the practice) is based on regional science (the field of study) from which regional policy and regional development flow....
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The effect of positive management practices on firm profitability : evidence from text mining
Becker, Martin - In: Journal of applied behavioral science 60 (2024) 2, pp. 280-309
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Open innovation big data analytics and its influence on sustainable tourism development : a multi-dimensional assessment of economic, policy, and behavioral factors
Shafiq Ur Rehman; Sajjad Nawaz Khan; Antohi, Valentin Marian - In: Journal of open innovation : technology, market, and … 10 (2024) 2, pp. 1-14
This study investigates the increasingly important issue of sustainable tourism development through the lens of Big Data analytics, economic considerations, and policy frameworks. Guided by the Theory of Planned Behavior, we formulated seven hypotheses to explore how these variables impact...
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Advancing reproducibility and accountability of unsupervised machine learning in text mining : importance of transparency in reporting preprocessing and algorithm selection
Valtonen, L.; Mäkinen, Saku J.; Kirjavainen, Johanna - In: Organizational research methods : ORM 27 (2024) 1, pp. 88-113
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A review of decision support systems in the internet of things and supply chain and logistics using web content mining
Kayvanfar, Vahid; Elomri, Adel; Kerbache, Laoucine; … - In: Supply chain analytics 6 (2024), pp. 1-13
The Internet of Things (IoT) has attracted the attention of researchers and practitioners in supply chains and logistics (LSCs). IoT improves the monitoring, controlling, optimizing, and planning of LSCs. Several researchers have reviewed the IoT-based LSCs publications indexed by academic...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014582324
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A bibliometric analysis of data-driven technologies in digital supply chains
Baziyad, Hamed; Kayvanfar, Vahid; Kinra, Aseem - In: Supply chain analytics 6 (2024), pp. 1-22
Internet of Things (IoT) and Cyber-Physical Systems (CPS) are the core components of data-driven technologies of Industry 4.0, attracting much attention in digital supply chains and leading to a growing tide of academic publications. This study conducts a bibliometric analysis of data-driven...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014582326
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