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Year of publication
Subject
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Big Data 1,983 Big data 1,756 big data 655 USA 449 United States 445 Data Mining 331 Data mining 301 Artificial intelligence 180 Künstliche Intelligenz 169 Digitalisierung 158 Prognoseverfahren 148 Forecasting model 145 Betriebliches Informationssystem 128 Business intelligence system 124 Social Web 117 Theory 117 Social web 116 Informationsmanagement 115 Theorie 115 Digitization 111 Lieferkette 111 Supply chain 111 Information management 108 Datenschutz 107 Innovation 105 Data protection 94 Internet of things 77 Management information system 77 Management-Informationssystem 77 Internet der Dinge 76 E-Business 74 E-business 74 machine learning 73 Informationstechnik 69 Firm performance 68 Online-Marketing 67 Unternehmenserfolg 67 Cloud Computing 66 Industry 4.0 66 Internet 66
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Online availability
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Undetermined 1,489 Free 798
Type of publication
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Article 1,877 Book / Working Paper 1,056 Other 5 Journal 4
Type of publication (narrower categories)
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Article in journal 1,459 Aufsatz in Zeitschrift 1,459 Working Paper 413 Graue Literatur 367 Non-commercial literature 367 Arbeitspapier 311 Aufsatz im Buch 207 Book section 207 Collection of articles of several authors 107 Sammelwerk 107 Aufsatzsammlung 93 Article 58 Hochschulschrift 56 Conference paper 43 Konferenzbeitrag 43 Konferenzschrift 24 Case study 21 Fallstudie 21 Conference Paper 15 Amtsdruckschrift 13 Government document 13 Lehrbuch 12 Thesis 12 Conference proceedings 10 Research Report 10 Collection of articles written by one author 9 Ratgeber 9 Sammlung 9 Guidebook 8 Handbook 7 Handbuch 7 Systematic review 4 Übersichtsarbeit 4 Interview 3 Statistics 3 Statistik 3 Commentary 2 Einführung 2 Kommentar 2 Advisory report 1
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Language
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English 2,530 German 287 Undetermined 73 Spanish 23 French 20 Italian 8 Portuguese 4 Finnish 1 Polish 1 Russian 1
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Author
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Budzinski, Oliver 19 Gunasekaran, Angappa 17 Greyling, Talita 16 Wamba, Samuel Fosso 16 Rossouw, Stephanie 14 Farboodi, Maryam 13 Veldkamp, Laura 13 Giannone, Domenico 11 Nathan, Max 11 Akter, Shahriar 10 Dubey, Rameshwar 10 Bhatnagar, Vishal 9 Gambacorta, Leonardo 9 Rosso, Anna 9 Adhikari, Tamanna 8 Askitas, Nikos 8 Lee, Sokbae 8 Marcellino, Massimiliano 8 Mihet, Roxana 8 Philippon, Thomas 8 Sapi, Geza 8 Viete, Steffen 8 Wilhelm, Daniel 8 Childe, Stephen J. 7 Gupta, Shivam 7 Lenza, Michele 7 Marr, Bernard 7 McAleer, Michael 7 Niebel, Thomas 7 Pauleen, David J. 7 Rasel, Fabienne 7 Verhoef, Peter C. 7 Carneiro, Pedro 6 Davenport, Thomas H. 6 Erickson, G. Scott 6 Hazen, Benjamin T. 6 Lorincz, Szabolcs 6 Martin, Ian 6 Nagel, Stefan 6 Olszak, Celina M. 6
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Institution
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Springer Fachmedien Wiesbaden 21 National Bureau of Economic Research 6 HAL 5 Nomos Verlagsgesellschaft 4 OECD 4 Springer International Publishing 4 Deggendorfer Forum zur digitalen Datenanalyse 3 Erich-Schmidt-Verlag <Berlin> 3 Haufe-Lexware GmbH & Co. KG 3 IGI Global 3 W. Kohlhammer GmbH 3 Bank für Internationalen Zahlungsausgleich / Irving Fisher Committee on Central Bank Statistics 2 Campus Verlag 2 Carl Hanser Verlag 2 EMC 2 Edward Elgar Publishing 2 London School of Economics (LSE) 2 Mathematica Policy Research 2 Springer-Verlag GmbH 2 Universität Regensburg 2 Verlag Dr. Kovač 2 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 2 AKTB <5, 2013, Posen> 1 AMA Summer Academic Conference: Bridging Gaps Marketing in an Age of Disruption <2020, Online> 1 American Marketing Association 1 Automation Symposium <2018, München> 1 BIS <16, 2013, Posen> 1 BIS <17., 2014, Larnaca> 1 BITA <4, 2013, Posen> 1 Capgemini Invent <Firma> 1 Centre for Economic Performance, LSE 1 Chronos Verlag 1 Commission on Science and Technology for Sustainable Development in the South 1 Council on Foreign Relations 1 Daimler und Benz Stiftung 1 Deggendorfer Forum zur Digitalen Datenanalyse <13., 2017, Deggendorf> 1 Department of Accounting, Economics and Finance, Bristol Business School 1 Department of Economics, Brigham Young University 1 Department of Economics, Oxford University 1 Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft (ZBW) 1
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Published in...
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Technological forecasting & social change : an international journal 57 Journal of business research : JBR 47 Springer eBook Collection 30 International journal of production research 25 Tourism management : research, policies, practice 25 HMD : Praxis der Wirtschaftsinformatik 24 International journal of production economics 23 WPg : Kompetenz schafft Vertrauen 18 Working paper / National Bureau of Economic Research, Inc. 18 Business horizons 17 Controlling : Zeitschrift für erfolgsorientierte Unternehmenssteuerung 17 Industrial marketing management : the international journal for industrial and high-tech firms 17 Premier reference source 17 Marketing science : the marketing journal of the Institute for Operations Research and the Management Sciences 16 SpringerLink / Bücher 16 Journal of knowledge management 15 European journal of operational research : EJOR 14 Discussion papers / CEPR 13 Journal of management analytics 13 Management science : journal of the Institute for Operations Research and the Management Sciences 13 Big Data : Anwendung und Nutzungspotenziale in der Produktion 12 Discussion paper series / IZA 12 IZA Discussion Papers 12 Information & management : the internat. journal of management processes and systems ; journal of IFIP Users Group 12 Information systems and e-business management : ISeB 12 International journal of forecasting 12 Production and operations management : the flagship research journal of the Production and Operations Management Society 12 Telecommunications policy : the international journal of ICT economy, governance and society 12 Advances in business information systems and analytics (ABISA) book series 11 Computational intelligence applications in business : intelligence and big data analytics 11 Information systems management 11 Internet Policy Review 11 Journal of management information systems : JMIS 11 Journal of risk and financial management : JRFM 11 Big data governance and perspectives in knowledge management 10 Business process management journal 10 Computers & operations research : and their applications to problems of world concern ; an international journal 10 Wirtschafts- und sozialstatistisches Archiv : ASTA ; eine Zeitschrift der Deutschen Statistischen Gesellschaft 10 Accounting horizons : a quarterly publication of the American Accounting Association 9 Big data and innovation in tourism, travel, and hospitality : managerial approaches, techniques, and applications 9
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Source
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ECONIS (ZBW) 2,544 EconStor 190 Other ZBW resources 130 RePEc 71 BASE 7
Showing 1 - 50 of 2,942
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Artificial intelligent technologies for the construction industry : how are they perceived and utilized in Australia?
Regona, Massimo; Yigitcanlar, Tan; Xia, Bo; Li, Rita Yi Man - In: Journal of open innovation : technology, market, and … 8 (2022) 1, pp. 1-23
Artificial intelligence (AI) is a powerful technology that can be utilized throughout a construction project lifecycle. Transition to incorporate AI technologies in the construction industry has been delayed due to the lack of know-how and research. There is also a knowledge gap regarding how...
Persistent link: https://ebtypo.dmz1.zbw/10012801636
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Internal credit risk models and digital transformation : what to prepare for? : an application to Poland
Nehrebecka, Natalia - In: European research studies 24 (2021) 3, pp. 719-736
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Food Logistics 4.0 : opportunities and challenges
Jagtap, Sandeep; Bader, Farah; Garcia-Garcia, Guillermo; … - In: Logistics 5 (2021) 1/2, pp. 1-19
Food Logistics 4.0 is a term derived from Industry 4.0 focusing on all the aspects of food logistics management based on cyber-physical systems. It states that real-time information and the interconnectivity of things, supplemented with novel technologies will revolutionise and improve the way...
Persistent link: https://ebtypo.dmz1.zbw/10012426141
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Big tech, cloud computing, and accounting
Schoenfeld, Jordan - 2021
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Option return predictability with machine learning and big data
Bali, Turan G.; Beckmeyer, Heiner; Moerke, Mathis; … - 2021 - This version: August 20, 2021
Drawing upon more than 12 million observations over the period from 1996 to 2020, we find that allowing for nonlinearities significantly increases the out-of-sample performance of option and stock characteristics in predicting future option returns. Besides statistical significance, the...
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Big data analytics capability and supply chain performance : the mediating roles of supply chain resilience and innovation
Bahrami, Mohammad; Shokouhyar, Sajjad; Seifian, Atiyeh - In: Modern supply chain research and applications 4 (2022) 1, pp. 62-84
Purpose - Big data analytics (BDA) capabilities can affect supply chain performance in several ways. The main purpose of this study was to understand how BDA capabilities could affect supply chain performance through supply chain resilience and supply chain innovation....
Persistent link: https://ebtypo.dmz1.zbw/10013186807
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Data vs collateral
Gambacorta, Leonardo; Huang, Yiping; Li, Zhenhua; Qiu, Han - 2020
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Dominant ideas of financial technologies in digital banking
Melnychenko, Svitlana; Volosovych, Svitlana; Baraniuk, Yurii - In: Baltic Journal of Economic Studies 6 (2020) 1, pp. 92-99
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Fintech and financial inclusion : opportunities and pitfalls
Beck, Thorsten - 2020
Financial innovation in the form of new delivery channels, products, and providers has helped push out the frontier of access to finance and thus increase the bankable and banked population. Mobile money and crowdfunding platforms are prime examples for this. The same financial innovation has...
Persistent link: https://ebtypo.dmz1.zbw/10012259324
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The cross-sectional pricing of corporate bonds using big data and machine learning
Bali, Turan G.; Goyal, Amit; Huang, Dashan; Jiang, Fuwei; … - 2020
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Personal controlling and business analytics
Kronberger, Thomas - In: Journal of HRM - human resource management 23 (2020) 1, pp. 28-36
Persistent link: https://ebtypo.dmz1.zbw/10012420781
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Predicting poverty using geospatial data in Thailand
Puttanapong, Nattapong; Martinez, Arturo M.; Addawe, Mildred - 2020
Poverty statistics are conventionally compiled using data from household income and expenditure survey or living standards survey. This study examines an alternative approach in estimating poverty by investigating whether readily available geospatial data can accurately predict the spatial...
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How big data innovates an organisation's business model : a systematic literature review
Romeo, Emilia; Capolupo, Nicola - In: International journal of quality and innovation : IJQI 6 (2022) 1, pp. 43-63
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Leveraging big data to study information dissemination of material firm events
Li, Bin; Venkatachalam, Mohan - In: Journal of accounting research 60 (2022) 2, pp. 565-606
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Better understanding of the labour market using Big Data
Vankevič, E. V.; Kalinouskaya, Iryna - In: Ekonomia i prawo 20 (2021) 3, pp. 677-692
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The data sharing economy and open governance of big data as public good
Lee, Jung Wan - In: Journal of Asian finance, economics and business : JAFEB 8 (2021) 11, pp. 87-96
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Análisis de conectividad vial en los países de la Región Andina
Astudillo Estévez, Pablo A. - 2021
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Adoption of big data analytics and its impact on organizational performance in higher education mediated by knowledge management
Marchena Sekli, Giulio Franz; Vega, Iván de la - In: Journal of open innovation : technology, market, and … 7 (2021) 4, pp. 1-22
Due to SARS-CoV-2 pandemic, higher education institutions are challenged to continue providing quality teaching, consulting, and research production through virtual education environments. In this context, a large volume of data is being generated, and technologies such as big data analytics are...
Persistent link: https://ebtypo.dmz1.zbw/10012694747
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Big Data and B2B platforms : the next big opportunity for Europe : final report
Europäische Kommission / Exekutivagentur für Kleine … - 2021
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Big data analytics (BDA) and degree of internationalization : the interplay between governance of BDA infrastructure and BDA capabilities
Bertello, Alberto; Ferraris, Alberto; Bresciani, Stefano; … - In: Journal of management & governance 25 (2021) 4, pp. 1035-1055
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The nexus between data analytics and firm performance
Gul, Raazia; Ellahi, Nazima - In: Cogent business & management 8 (2021) 1, pp. 1-10
The increased access and availability of information technology solutions have brought structural shifts in traditional business models, processes, and activities worldwide. As a result, the innovative ways of doing business and practices have disrupted the traditional businesses and...
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Big Data basierte Analyse des Einflusses traditioneller und neuartiger Faktoren auf Mietpreise in Düsseldorf
Hernes, Dominic; Lehrbass, Frank; Maucy, Kevin - 2021
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Economic predictions with big data : the illusion of sparsity
Giannone, Domenico; Lenza, Michele; Primiceri, Giorgio E. - 2021
We compare sparse and dense representations of predictive models in macroeconomics, microeconomics and ftnance. To deal with a large number of possible predictors, we specify a prior that allows for both variable selection and shrinkage. The posterior distribution does not typically concentrate...
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Financial statistics and data analytics
Liu, Shuangzhe (ed.); Sathye, Milind (ed.) - 2021
Modern financial management is largely about risk management, which is increasingly data-driven. The problem is how to extract information from the data overload. It is here that advanced statistical and machine learning techniques can help. Accordingly, finance, statistics, and data analytics...
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Persistent link: https://ebtypo.dmz1.zbw/10012586728
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Understanding technological change and skill needs : big data and artificial intelligence methods
European Centre for the Development of Vocational Training - 2021
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Big data in finance
Goldstein, Itay; Spatt, Chester S.; Ye, Mao - In: The review of financial studies 34 (2021) 7, pp. 3213-3225
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Backcasting, nowcasting, and forecasting residential repeat-sales returns : big data meets mixed frequency
Garzoli, Matteo; Plazzi, Alberto; Valkanov, Rossen I. - 2021 - This version: March 4, 2021
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Big Data for Better Tourism Policy, Management, and Sustainable Recovery from COVID-19
2021
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Big Data in Cultural Tourism – Building Sustainability and Enhancing Competitiveness
2021
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Data science and management : DSM
[Amsterdam] : Elsevier B.V. - Volume 1, issue 1 (March 2021)-
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Big techs in finance : on the new nexus between data privacy and competition
Boissay, Frederic; Ehlers, Torsten; Gambacorta, Leonardo; … - 2021
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An overview of big data in covid-19 as a contribution to the management of scientific and technological knowledge
Magalhães, Jorge; Chaves, Henrique Koch; Muniz, … - In: Problems of management in the 21st century 16 (2021) 2, pp. 102-111
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Big data for the labor market: sources, uses and opportunities
Nitschke, Julia; O’Kane, Layla; Taska, Bledi; Hodge, … - 2021
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Artificial intelligence and job automation : an EU analysis using online job vacancy data
Pouliakas, Konstantinos - 2021
Not long before the coronavirus outbreak, fears about artificial intelligence (AI) algorithms and machines resulting in a jobless society were widespread. Concerns have resurfaced in light of the COVID-19 crisis potentially accentuating automation. This study utilises a novel big data set based...
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New approaches to forecasting growth and inflation : big data and machine learning
Kar, Sabyasachi; Bashir, Amaani; Jain, Mayank - 2021
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Integrating the principles of green marketing by using big data : good practices
Andronie, Mihai; Gârdan, Daniel Adrian; Dumitru, Ionel; … - In: Amfiteatru economic : an economic and business research … 21 (2019) 50, pp. 258-269
Implementing the principles of green marketing started since the 70’s, once the social and societal marketing concepts were defined. The challenges brought around by globalization and the excessive pollution of the environment, that contemporary companies had to face, requested the...
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Shocks to supply chain networks and firm dynamics : an application of double machine learning
Miyakawa, Daisuke - 2019
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Resilient cyber-physical systems and big data architectures in Industry 4.0 : smart digital factories, automated production systems, and innovative sustainable business models
Nica, Elvira; Potcovaru, Ana-Mădălina; Hurdubei, … - In: Economics, management and financial markets 14 (2019) 2, pp. 46-51
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A measurement model of value of data for decision-making in the digital era
Sankaran, Ganesh; Knahl, Martin; Siestrup, Guido; … - In: International journal of integrated supply management : … 14 (2021) 1, pp. 50-76
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Knowledge accumulation, privacy, and growth in a data economy
Cong, Lin William; Xie, Danxia; Zhang, Longtian - In: Management science : journal of the Institute for … 67 (2021) 10, pp. 6480-6492
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Big data in purchasing and supply management : a research agenda
Arvidsson, Ala; Jonsson, Patrik; Kaipia, Riikka - In: International journal of procurement management 14 (2021) 2, pp. 185-212
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Smart logistics based on the internet of things technology : an overview
Ding, Yangke; Jin, Mingzhou; Li, Sen; Feng, Dingzhong - In: International journal of logistics : research and … 24 (2021) 4, pp. 323-345
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Small steps with big data : using machine learning in energy and environmental economics
Harding, Matthew C.; Lamarche, Carlos - In: Annual review of resource economics 13 (2021) 1, pp. 469-488
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Knowledge management in the fourth industrial revolution : mapping the literature and scoping future avenues
Manesh, Mohammad Fakhar; Pellegrini, Massimiliano Matteo; … - In: IEEE transactions on engineering management : EM 68 (2021) 1, pp. 289-300
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Antitrust After Big Data
Yun, John M. - 2020
With the rise of digital markets, the conventional wisdom was that big data was a new economic phenomenon that would allow incumbent firms with market power to entrench their market positions, foreclose competitors, and serve as a virtually insurmountable barrier to entry. This led to calls for...
Persistent link: https://ebtypo.dmz1.zbw/10012848127
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Big Data, Retail Investors, and Financial Markets
Havakhor, Taha - 2020
Retail investors, on average, are known to be less informed. The democratized access to big financial data enabled by recent technological advances has the potential to make them better informed. At the same time, behavioral finance and economic theories postulate that such unprecedented access...
Persistent link: https://ebtypo.dmz1.zbw/10012848271
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Big Data and Firm Dynamics
Farboodi, Maryam - 2020
We study a model where firms accumulate data as a valuable intangible asset. Data accumulation affects firms' dynamics. It increases the skewness of the firm size distribution as large firms generate more data and invest more in active experimentation. On the other hand, small data-savvy firms...
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Big for Everyone? Big Data, Firm Size and Performance
Conti, Raffaele - 2020
Big data (BD) analytics is considered one of the most important general-purpose technologies of our era. Given the pervasiveness of BD across industries, both policy-makers and scholars have become particularly interested in assessing the effects of BD on firm performance. However, previous...
Persistent link: https://ebtypo.dmz1.zbw/10012830721
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Recession Forecasting With Big Data
Nevasalmi, Lauri - 2020
In this paper, a large amount of different financial and macroeconomic variables are used to predict the U.S. recession periods. We propose a new cost-sensitive extension to the gradient boosting model which can take into account the class imbalance problem of the binary response variable. The...
Persistent link: https://ebtypo.dmz1.zbw/10012830839
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Saving lives versus saving livelihoods : can big data technology solve the pandemic dilemma?
Xiao, Kairong - In: Covid economics : vetted and real-time papers (2020) 11, pp. 57-90
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