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Year of publication
Subject
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Big Data 6,520 Big data 6,172 Data Mining 2,141 Data mining 2,111 Künstliche Intelligenz 1,274 Artificial intelligence 1,245 big data 1,037 Digitalisierung 656 Digitization 575 Informationsmanagement 555 Information management 548 Prognoseverfahren 502 Forecasting model 498 Social Web 421 Social web 420 Innovation 408 Datenschutz 379 Data protection 361 Supply chain 355 Lieferkette 351 Theory 303 Data analytics 302 Theorie 301 Data Analytics 287 Consumer behaviour 282 Konsumentenverhalten 282 Betriebliches Informationssystem 270 Big data analytics 267 Business intelligence system 264 Electronic Commerce 262 E-commerce 257 Online-Marketing 236 Firm performance 234 Unternehmensperformance 234 Internet marketing 228 Innovationsmanagement 206 Innovation management 204 Internet der Dinge 196 Internet of things 193 Management information system 182
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Online availability
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Undetermined 3,784 Free 2,324 CC license 309
Type of publication
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Article 4,417 Book / Working Paper 2,614 Other 9 Journal 7
Subcategories
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Article in journal 3,840 Working paper 685 Book section 492 Proceedings 153 Case study 49 Textbook 16 Government document 15 Handbook 12 Review 10 Guidebook 9 Literature review 5 Introduction 4 Statistics 4 Dissertation 1 Glossary included 1 Law 1 Report 1
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Language
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English 6,479 German 418 Undetermined 80 Spanish 42 French 24 Italian 10 Portuguese 5 Polish 2 Finnish 1 Russian 1
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Author
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Wamba, Samuel Fosso 26 Gunasekaran, Angappa 25 Greyling, Talita 23 Akter, Shahriar 21 Vasarhelyi, Miklos A. 20 Budzinski, Oliver 19 Gambacorta, Leonardo 19 Giannone, Domenico 19 Veldkamp, Laura 18 Dubey, Rameshwar 16 Farboodi, Maryam 16 Mikalef, Patrick 16 Rossouw, Stephanie 15 Gupta, Shivam 13 Nathan, Max 13 Pauleen, David J. 13 Bhatnagar, Vishal 12 Ng, Serena 12 Bag, Surajit 11 Kumar, Anil 11 Lenza, Michele 11 Mariani, Marcello M. 11 Mihet, Roxana 11 Rosso, Anna 11 Marcellino, Massimiliano 10 McAleer, Michael 10 O'Leary, Daniel E. 10 Papadopoulos, Thanos 10 Puaschunder, Julia M. 10 AL-Khatib, Ayman Wael 9 Askitas, Nikos 9 Choi, Tsan-Ming 9 Cummins, Neil 9 Krogstie, John 9 Niebel, Thomas 9 Philippon, Thomas 9 Rossouw, Stephanié 9 Tan, Kim Hua 9 Tissot, Bruno 9 Viete, Steffen 9
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Institution
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National Bureau of Economic Research 25 Springer Fachmedien Wiesbaden 23 IGI Global 13 OECD 13 European Commission / Joint Research Centre 6 Edward Elgar Publishing 5 HAL 5 Springer International Publishing 5 Bank für Internationalen Zahlungsausgleich / Irving Fisher Committee on Central Bank Statistics 4 Carl Hanser Verlag 4 Deggendorfer Forum zur Digitalen Datenanalyse 4 European Centre for the Development of Vocational Training 4 European Commission / Statistical Office of the European Union 4 Evodevo srl 4 Haufe-Lexware GmbH & Co. KG 4 Nomos Verlagsgesellschaft 4 Walter de Gruyter GmbH & Co. KG 4 Campus Verlag 3 Erich Schmidt Verlag 3 European Economic and Social Committee 3 Europäische Kommission / Gemeinsame Forschungsstelle 3 Universität Ulm 3 Verlag Dr. Kovač 3 W. Kohlhammer GmbH 3 World Bank 3 World Bank Group 3 AMA Summer Academic Conference: Bridging Gaps Marketing in an Age of Disruption <2020, Online> 2 American Marketing Association 2 Asian Development Bank 2 EMC 2 European Commission / Directorate-General for Communications Networks, Content and Technology 2 European Commission / Directorate-General for Health and Food Safety 2 European Digital SME Alliance 2 European Investment Bank 2 European Network and Information Security Agency 2 European Parliament / Directorate-General for Internal Policies of the Union 2 European Space Agency 2 Europäische Union / Rat / Satellitenzentrum 2 Fachverlag für Wirtschafts- und Steuerrecht Schäffer <Stuttgart> 2 Gesellschaft für Operations-Research 2
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Published in...
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Technological forecasting & social change : an international journal 127 Journal of business research : JBR 79 Springer eBook Collection 71 International journal of production research 64 International journal of production economics 43 Tourism management : research, policies, practice 41 SpringerLink / Bücher 37 Business process management journal 36 Information & management : the internat. journal of management processes and systems ; journal of IFIP Users Group 36 International journal of forecasting 35 Industrial marketing management : the international journal for industrial and high-tech firms 32 Discussion papers / CEPR 31 Journal of emerging technologies in Accounting 27 WPg : Kompetenz schafft Vertrauen 27 Journal of management analytics 26 HMD : Praxis der Wirtschaftsinformatik 25 International journal of hospitality management 25 Journal of open innovation : technology, market, and complexity 24 NBER working paper series 24 IEEE transactions on engineering management : EM 23 Information systems and e-business management : ISeB 23 Production and operations management : the flagship research journal of the Production and Operations Management Society 23 Business horizons 22 Controlling : Zeitschrift für erfolgsorientierte Unternehmenssteuerung 22 Premier reference source 22 Journal of decision systems 21 Journal of retailing and consumer services 21 Management science : journal of the Institute for Operations Research and the Management Sciences 21 Discussion paper series 20 Finance research letters 20 International journal of information technology and management : IJITM 20 Journal of information & knowledge management : JIKM 20 Marketing science 19 Industrial Management & Data Systems 18 Journal of knowledge management 18 Journal of marketing analytics : JMA 18 NBER Working Paper 18 Working paper / National Bureau of Economic Research, Inc. 18 Electronic commerce research 17 International journal of business information systems : IJBIS 17
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Source
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ECONIS (ZBW) 6,342 EconStor 342 Other ZBW resources 279 RePEc 71 BASE 13
Showing 1 - 50 of 6,459
 
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Digital green finance models for sustainable urban development : current trends and future perspectives
Opoku, Alex; Danquah, Richmond Darko; Aklashie, Samuel; … - 2026
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015618407
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Can satellites predict oil demand?
Bricongne, Jean-Charles; Macalos, Joao; Meunier, Baptiste; … - 2026
We investigate whether satellite observations of nitrogen dioxide (NO₂) - a short-lived pollutant primarily emitted by fossil fuel combustion - can improve the forecasting of oil demand. After retrieving, cleaning, and aggregating daily satellite data, we integrate NO₂ into a range of...
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Measuring economic outlook in the news
Beck, Elliot; Eckert, Franziska; Kühne, Linus; … - 2026
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Machine learning mutual fund flows
Fausch, Jürg; Frigg, Moreno; Ruenzi, Stefan; Weigert, … - 2026 - This draft: May 03, 2025
We present improved out-of-sample predictability of future fund flows using state-of-the-art machine learning methods. Nonlinear machine learning models significantly outperform linear models in terms of out-of-sample R-squared. Using interpretable ML methods, we identify past flows and the...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015605608
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The Chicago Fed Labor Market Indicators : bridging the gap with alternative labor data
Brave, Scott A.; Henken, Benjamin; Karger, Ezra; Safi, Aryan - 2026
We present the Chicago Fed Labor Market Indicators (LMI): a twice-monthly release that includes the job-finding r ate, the j ob-separation r ate, and a f orecast f or the U.S. Bureau of Labor Statistics (BLS) unemployment rate. To overcome limitations in data availability, the LMI uses partial...
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Shifts in national entrepreneurial culture : the promise of linguistic cultural artifacts and machine learning analysis
Kyprianou, Christina; Vedula, Siddharth; Pu, Wenxi; … - 2025
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Tourism and hospitality forecasting with big data : a systematic review of the literature
Wu, Chenguang; Zhong, Shiteng; Wu, Ji; Song, Haiyan - 2025
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Nowcasting monthly UK GDP : evidence from bottom-up sectoral modeling with big data methods and forecast combination algorithms
Carbo, Paula Bejarano; Macqueen, Rory; Xylangouras, … - 2025
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Novel approaches to analyze consumer behavior and policies to promote sustainable consumption
Katare, Bhagyashree; Wang, Xuejian; Zhao, Shuoli; … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015463376
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Can investors learn from patent documents? : evidence from textual analysis
Zheng, Yuxiang - 2025
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Digital transformation and IT implementation : driving sustainable development across nations
2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015405410
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Customer predictive analytics using artificial intelligence
Zulaikha, Siti; Bin Mohamed, Hazik; Rusgianto, Sulistya; … - 2025
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Limits to (machine) learning
Chen, Zhimin; Kelly, Bryan T.; Malamud, Semyon - 2025
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Machine learning applications in finance : special issue reprint
2025 - 2nd edition
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Wielding Occam's razor : fast and frugal retail forecasting
Petropoulos, Fotios; Grushka-Cockayne, Yael; Siemsen, Enno - 2025
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Quality 4.0 and its contributions to macro-quality
Saraiva, Pedro; Watson, Gregory H. - 2025
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Digital capitalism and its limits : technotopia, power and risk
2025
The Fourth Industrial Revolution (4IR) has been described as the next big leap in digital capitalism. Digital technologies such as artificial intelligence, quantum computing, 3D printing and robotisation, we are led to believe, will bring more progress, growth and development while also helping...
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Mitigating entrepreneurship policy challenges in developing countries' startup ecosystems through machine learning analysis
Mirahmadi, Sayed Mohammad Mahdi; Jahanbakht, Mohammad; … - 2025
Entrepreneurship plays a significant role in the economic development of emerging economies, particularly by addressing persistent issues such as youth unemployment and growth challenges. Developing nations perceive their startup ecosystems as critical engines of economic progress. Policymakers...
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Open innovation as an adaptive strategy in mitigating the challenges posed by the adoption of digital innovation and big data analytics in SMEs
Ayamga, Matthew; Annosi, Maria Carmela; Kassahun, Ayalew; … - 2025
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A comprehensive methodology for evaluating R&D projects on the valorisation of big data in the field open innovation according to the Frascati Manual
Cerchione, Roberto - 2025
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Cultural homophily and collaboration in superstar teams
Békés, Gábor; Ottaviano, Gianmarco I. P. - 2025
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Cultural homophily and collaboration in superstar teams
Békés, Gábor; Ottaviano, Gianmarco I. P. - 2022
Book / Working Paper
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A systematic analysis of big data-driven humanitarian supply chain management research : implications for emerging economies
Bamel, Umesh - 2025
Big data technologies have greatly enhanced the effectiveness of humanitarian logistics. However, most research in this area has focused on developed countries, with limited application to emerging economies. This study aims to address that gap by systematically reviewing global literature to...
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Sustainable finance and big data collection : on the nexus between sustainability, finance, and digitalization
Stremlau, Silke - 2026
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Integrating big data into sustainable supply chain management : a pathway to enhanced firm performance in Ghana's food and beverage sector
Nyamah, Edmond Yeboah; Nyamah, Evelyn Yeboah; Agbodza, Mavis - 2026
The study examines how big data analytics moderate the relationship between sustainable supply chain management practices, specifically sustainable design, procurement, and distribution, and impact firm performance in Ghana's food and beverage manufacturing sector.Data were gathered from 295...
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How does big data analytics drive supply chain resilience in pharmaceuticals? : exploring the roles of supply chain risk and ambidexterity
Al-Nuimat, Sara Sami; Al-Zu'bi, Zu'bi M. F.; Abdallah, … - 2026
Background: The primary objective of this study is to investigate the influence of big data analytics (BDA) on supply chain (SC) risk, SC ambidexterity, and SC resilience. It further examines the effects of SC risk and SC ambidexterity on SC resilience and explores their mediating roles in the...
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Data value and data governance
Savona, Maria - 2026
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015613963
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Harnessing technological innovation and digital capabilities for resilience in developing economies
Hanif, Rahila; Pierotti, Mariarita; Muhammad Khalique - 2026
The study aims to examine how technological leapfrogging, as a smart and sustainable adaptation strategy, influences organizational resilience in small and medium-sized manufacturing enterprises (SMEs) of the developing economies. It also highlighted employees' digital capabilities as mediators...
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Beyond GDP : the case for a real-time barometer of economic activity in South Africa
Fourie, Helanya; Fourie, Johan - 2026
This paper makes the case for measuring economic activity in real time in a middle-income setting using indicators alternative to the standard System of National Accounts measure of gross domestic product (GDP). GDP remains indispensable, yet its limits as a welfare proxy are amplified where...
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Forecasting out-of-time credit scoring model risk
Yoshida Jr., Valter T.; Schiozer, Rafael Felipe; … - 2026
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015625453
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The impact of digital technology on e-commerce and sustainable performance in the EU
Criveanu, Maria Magdalena - 2026
The expansion of digital technologies has led to a digital transformation of the economy and society. E-commerce, driven by new digital technologies and the restrictions during the COVID-19 pandemic, has increased its share in the overall trade of goods and services, influencing economic growth....
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Economic instability and its effect on brand preferences : big data examination of self-image and online shopping conduct
Johnson, Nuraeni Saripudin; Purwanegara, Mustika Sufiati; … - 2026
Purpose - This study will examine how consumer brand preference is impacted by economic instability in the market of e-commerce in Indonesia, the relationship between self-image and purchasing patterns under three different periods; pre-crisis (2017-2019), crisis (2020-2022), and post-crisis...
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An integrated resampling and machine learning framework for predictive analytics of large wildfires
Camacho, Luís; Catry, Filipe X.; Bacao, Fernando - 2026
Accurately predicting the final burned area of wildfires at the moment of ignition is a challenging problem with important implications for disaster management and resource allocation. In this study, we apply recently developed resampling techniques, combined with machine learning algorithms, to...
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Contested imaginaries of future technologies : geographical perspectives
2026
Chapter 1: Introduction: Towards Geographies of Sociotechnical Imaginaries -- Chapter 2: Competing sociotechnical and spatial imaginaries in the national controversy over wind energy deployment in France -- Chapter 3: Beyond infrastructural populism: Rural energy infrastructures as emancipatory...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015653927
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Data science competencies as micro-foundations of digital business capability : a digital dynamic capabilities perspective
Shet, Sateesh V.; Puthran, Shubha; Dionísio, Andreia … - 2026
This study investigates how data science competencies, conceptualized as the micro-foundations of digital dynamic capabilities (DDCs), combine to influence the development of digital business capability (DBC). Using fuzzy-set qualitative comparative analysis (fsQCA), we examine configurations of...
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Estimating demand shocks from foot traffic : a big-data approach
Azzimonti, Marina; Wiczer, David; Xuan, Yang - 2026
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015636807
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Monitoring global trade by products, using Big Data
Pilgrim, Graham - 2026
This paper develops a novel methodology to derive timely, experimental estimates of trade by commodity with global coverage using messages from the Automatic Identification System (AIS). By transforming high-frequency vessel movements into trade proxies, the approach makes it possible to monitor...
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Unwitting participants at our expense : A/B testing and digital exploitation
Zou, Tengjian; Gokhan Ertug - 2024
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Interconnectedness in the corporate bond market
Brunetti, Celso; Carl, Matthew; Gerszten, Jacob; … - 2024
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Generative artificial intelligence of things systems, multisensory immersive extended reality technologies, and algorithmic big data simulation and modelling tools in digital twin industrial metaverse
Kliestik, Tomas; Kráľ, Pavol; Bugaj, Martin; Durana, Pavol - 2024
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The role of IT governance in the integration of AI in accounting and auditing operations
Al Maqtari, Faozi A. - 2024
IT governance is a framework that manages the efficient use of information technology within an organization, focusing on strategic alignment, risk management, resource management, performance measurement, compliance, and value delivery. This study investigates the role of IT governance in...
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The role of IT governance in the integration of AI in accounting and auditing operations
Al Maqtari, Faozi A. - 2024
Article
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Unveiling the influence of big data disclosure on audit quality : evidence from Omani financial firms
Al Lawati, Hidaya; Sanad, Zakeya; Al Farsi, Mohammed - 2024
Purpose: This study aims to investigate the impact of big data disclosure on audit quality in the Omani context. Design/methodology/approach: This study used data extracted from annual reports for a sample from financial companies listed on the Muscat Stock Exchange over the period from 2014 to...
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Exchange rate narratives
Cormun, Vito; Ristolainen, Kim - 2024
Leveraging Wall Street Journal news, recent developments in textual analysis, and generative AI, we estimate a narrative decomposition of the dollar exchange rate. Our findings shed light on the connection between economic fundamentals and the exchange rate, as well as on its absence. From the...
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Exchange rate narratives
Cormun, Vito; Ristolainen, Kim - 2024
Book / Working Paper
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Regional subjective well‐being through a media sentiment index : case of the Drâa-Tafilalet oasis region in Morocco
Boumahdi, Ilyes; Zaoujal, Nouzha - 2024
This article estimates the subjective well‐being of the oasis, peripheral and border region of Drâa‐Tafilalet in Morocco through sentiment analysis of its media coverage. We extracted nearly 174,000 articles published between October 1991 and September 2020 from the website of a Moroccan...
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Social ties, trust and the geography of discontent
McKay, Lawrence; Jennings, Will; Stoker, Gerry - 2024
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Formation of a model of information literacy in the digital economy of the XXI century (on the example of EU countries)
Nikitenko, Vitalina; Voronkova, Valentyna; Kaganov, Yuriy - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015152630
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Developing new understanding of how global talent flow impact individual and firm performance by using big data
Baruch, Yehuda; Guttormsen, David S. A.; Gyoshev, Stanley B. - 2024
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Travel vloggers on TikTok : their distribution and impacts on regional tourism development
Peng, Xue - 2024
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Use of artificial intelligence and productivity : evidence from firm and worker surveys
Morikawa, Masayuki - 2024
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Fraud detection in public sector institutions : an empirical study in Indonesia
Junaidi; Hendrian; Syahputra, Briyan Efflin - 2024
In comparison to numerous other ASEAN nations, Indonesia continues to be categorized as a country with a comparatively high number of fraud instances. To reduce future fraud cases, particularly in Indonesia, studies that keep concentrating on examining different aspects and techniques useful in...
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Sustainable digital marketing under big data : an AI random forest model approach
Jin, Keyan; Zhong, Zoe Ziqi; Zhao, Elena Yifei - 2024
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