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2020 | OriginalPaper | Chapter

Open Data Availability and Suitability for Financial Analyses

Authors : Gulcan Baskurt, Sébastien-Augustin Martin, Peiman Alipour Sarvari, Djamel Khadraoui

Published in: Industrial Engineering in the Digital Disruption Era

Publisher: Springer International Publishing

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Abstract

The purpose of this study is to explore the benefits of Open Data initiatives for the financial sector. The first approach is to take the financial activities, to consider their data needs (in terms of data kinds and characteristics) and consider if they are available, and in a suitable format for these goals. Even though it has been done for some cases and applied to the case of Luxembourg, we are the first and foremost group to suggest and explain a systematic method, based on an Open Data literature review, to assess the dimensions characterizing the availability (not only the data accessibility, but also the conditions around this accessibility) and the suitability of the data (not only their existence but other dimensions of their accessibility, like licenses). Although the accessibility of financial, economic and commercial information is highly dependent on contextual legal and political frameworks, this framework is adaptable enough to be used for different countries, and even beyond the case of financial data. The last part is showcasing the importance of the title of this study for financial data in Luxembourg. This contribution intends to be useful both for people in charge of the Open Data initiatives in the public and private sectors; for practitioners and researchers aiming at reusing these data; and for Open Data researchers.

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Literature
go back to reference Abella A, Ortiz-de-Urbina-Criado M, De-Pablos-Heredero C (2014) Meloda, a metric to assess open data reuse. El profesional de la información 23:582–588CrossRef Abella A, Ortiz-de-Urbina-Criado M, De-Pablos-Heredero C (2014) Meloda, a metric to assess open data reuse. El profesional de la información 23:582–588CrossRef
go back to reference Akhisar I, Karpak B (2010) AHP as an early warning system: an application in commercial banks in Turkey. In: Ehrgott M, Naujoks B, Stewart TJ, Wallenius J (eds) Multiple criteria decision making for sustainable energy and transportation systems. Springer, Heidelberg, pp 223–233CrossRef Akhisar I, Karpak B (2010) AHP as an early warning system: an application in commercial banks in Turkey. In: Ehrgott M, Naujoks B, Stewart TJ, Wallenius J (eds) Multiple criteria decision making for sustainable energy and transportation systems. Springer, Heidelberg, pp 223–233CrossRef
go back to reference Boyd D, Crawford K (2012) Critical questions for big data. Inf Commun Soc 15:662–679CrossRef Boyd D, Crawford K (2012) Critical questions for big data. Inf Commun Soc 15:662–679CrossRef
go back to reference Brodsky L, Oakes L (2017) Data sharing and open banking. McKinsey & Company, New York Brodsky L, Oakes L (2017) Data sharing and open banking. McKinsey & Company, New York
go back to reference Cavanillas JM, Curry E, Wahlster W (eds) (2016) New horizons for a data-driven economy: a roadmap for usage and exploitation of big data in Europe. Springer, Cham Cavanillas JM, Curry E, Wahlster W (eds) (2016) New horizons for a data-driven economy: a roadmap for usage and exploitation of big data in Europe. Springer, Cham
go back to reference Charalabidis Y, Zuiderwijk A, Alexopoulos C, Janssen M, Lampoltshammer T, Ferro E (2018) Organizational issues: how to open up government data? In: Charalabidis Y, Zuiderwijk A, Alexopoulos C, Janssen M, Lampoltshammer T, Ferro E (eds) The world of open data: concepts, methods, tools and experiences. Springer, Cham, pp 57–73CrossRef Charalabidis Y, Zuiderwijk A, Alexopoulos C, Janssen M, Lampoltshammer T, Ferro E (2018) Organizational issues: how to open up government data? In: Charalabidis Y, Zuiderwijk A, Alexopoulos C, Janssen M, Lampoltshammer T, Ferro E (eds) The world of open data: concepts, methods, tools and experiences. Springer, Cham, pp 57–73CrossRef
go back to reference Chesbrough H, Vanhaverbeke W, West J (2006) Open innovation: researching a new paradigm. Oxford University Press, OxfordCrossRef Chesbrough H, Vanhaverbeke W, West J (2006) Open innovation: researching a new paradigm. Oxford University Press, OxfordCrossRef
go back to reference Davies T, Perini F (2016) Researching the emerging impacts of open data: revisiting the ODDC conceptual framework. J Commun Inf 12:148–178 Davies T, Perini F (2016) Researching the emerging impacts of open data: revisiting the ODDC conceptual framework. J Commun Inf 12:148–178
go back to reference Flood MD, Lemieux VL, Varga M, Wong BW (2016) The application of visual analytics to financial stability monitoring. J Finan Stab 27:180–197CrossRef Flood MD, Lemieux VL, Varga M, Wong BW (2016) The application of visual analytics to financial stability monitoring. J Finan Stab 27:180–197CrossRef
go back to reference Flood MD, Mendelowitz AI, Nichols W (2013) Monitoring financial stability in a complex world. In: Lemieux V (ed) Financial analysis and risk management: data governance, analytics and life cycle management. Springer, Heidelberg, pp 15–45CrossRef Flood MD, Mendelowitz AI, Nichols W (2013) Monitoring financial stability in a complex world. In: Lemieux V (ed) Financial analysis and risk management: data governance, analytics and life cycle management. Springer, Heidelberg, pp 15–45CrossRef
go back to reference Chen Q, Giles DE (2017) Risk analysis for three precious metals: an application of extreme value theory. Department of Economics, University of Victoria Chen Q, Giles DE (2017) Risk analysis for three precious metals: an application of extreme value theory. Department of Economics, University of Victoria
go back to reference Gkatziaki V, Papadopoulos S, Diplaris S, Kompatsiaris I (2017) Large-scale open corporate data collection and analysis as an enabler of corporate social responsibility research. In: Kompatsiaris I, Cave J, Satsiou A, Carle G, Passani A, Kontopoulos E, Diplaris S, McMillan D (eds) Internet science. Springer, Cham, pp 266–280CrossRef Gkatziaki V, Papadopoulos S, Diplaris S, Kompatsiaris I (2017) Large-scale open corporate data collection and analysis as an enabler of corporate social responsibility research. In: Kompatsiaris I, Cave J, Satsiou A, Carle G, Passani A, Kontopoulos E, Diplaris S, McMillan D (eds) Internet science. Springer, Cham, pp 266–280CrossRef
go back to reference Hartog M, Mulder B (2017) Accountable and responsible disclosure of financial open government data: open spending initiatives enhancing civic engagement. In: International conference ICT, society and human beings, pp 127–133 Hartog M, Mulder B (2017) Accountable and responsible disclosure of financial open government data: open spending initiatives enhancing civic engagement. In: International conference ICT, society and human beings, pp 127–133
go back to reference Hey AJG, Tansley S, Tolle K (2009) The fourth paradigm: data-intensive scientific discovery. Microsoft Research, Redmond Hey AJG, Tansley S, Tolle K (2009) The fourth paradigm: data-intensive scientific discovery. Microsoft Research, Redmond
go back to reference Koop G (2006) Analysis of financial data. Royaume-Uni de Grande-Bretagne et d’Irlande du Nord, Chichester Koop G (2006) Analysis of financial data. Royaume-Uni de Grande-Bretagne et d’Irlande du Nord, Chichester
go back to reference Kučera J, Chlapek D, Klímek J, Necaský M (2015) Methodologies and best practices for open data publication. In: DATESO Kučera J, Chlapek D, Klímek J, Necaský M (2015) Methodologies and best practices for open data publication. In: DATESO
go back to reference Lemieux VL (ed) (2013) Financial analysis and risk management: data governance, analytics and life cycle management. Springer, Heidelberg Lemieux VL (ed) (2013) Financial analysis and risk management: data governance, analytics and life cycle management. Springer, Heidelberg
go back to reference Lemieux VL, Phillips P, Bajwa HS, Li C (2014) Applying visual analytics to the global legal entity identifier system to enhance financial transparency. In: Conference presentation, conference on data standards, information, and financial stability, Loughborough University, pp 11–14 Lemieux VL, Phillips P, Bajwa HS, Li C (2014) Applying visual analytics to the global legal entity identifier system to enhance financial transparency. In: Conference presentation, conference on data standards, information, and financial stability, Loughborough University, pp 11–14
go back to reference Leung CK-S, MacKinnon RK, Wang Y (2014) A machine learning approach for stock price prediction. In: Proceedings of the 18th international database engineering and applications symposium. ACM, New York, pp 274–277 Leung CK-S, MacKinnon RK, Wang Y (2014) A machine learning approach for stock price prediction. In: Proceedings of the 18th international database engineering and applications symposium. ACM, New York, pp 274–277
go back to reference Li X, Bao J, Hendler JA (2011) Fundamental analysis powered by semantic web. In: 2011 IEEE symposium on computational intelligence for financial engineering and economics (CIFEr), pp 1–8 Li X, Bao J, Hendler JA (2011) Fundamental analysis powered by semantic web. In: 2011 IEEE symposium on computational intelligence for financial engineering and economics (CIFEr), pp 1–8
go back to reference Magalhaes G, Roseira C, Manley L (2014) Business models for open government data. In: Proceedings of the 8th international conference on theory and practice of electronic governance. ACM, New York, pp 365–370 Magalhaes G, Roseira C, Manley L (2014) Business models for open government data. In: Proceedings of the 8th international conference on theory and practice of electronic governance. ACM, New York, pp 365–370
go back to reference Marshall M, Kirk DS, Vines J (2016) Accountable: exploring the inadequacies of transparent financial practice in the non-profit sector. In: Proceedings of the 2016 CHI conference on human factors in computing systems. ACM, New York, pp 1620–1631 Marshall M, Kirk DS, Vines J (2016) Accountable: exploring the inadequacies of transparent financial practice in the non-profit sector. In: Proceedings of the 2016 CHI conference on human factors in computing systems. ACM, New York, pp 1620–1631
go back to reference Mei H (2009) Research on credit risk recognizing model in enterprises of credit-sale. In: 2009 international conference on electronic commerce and business intelligence, pp 332–336 Mei H (2009) Research on credit risk recognizing model in enterprises of credit-sale. In: 2009 international conference on electronic commerce and business intelligence, pp 332–336
go back to reference Najdenov B, Pejchinoski H, Cieva K, Jovanovik M, Trajanov D (2014) Open financial data from the macedonian stock exchange. In: International conference on ICT innovations. Springer, pp 115–124 Najdenov B, Pejchinoski H, Cieva K, Jovanovik M, Trajanov D (2014) Open financial data from the macedonian stock exchange. In: International conference on ICT innovations. Springer, pp 115–124
go back to reference Omole DW (2017) Trust in International Digital Content: Open Access and Access to Information at the World Bank Omole DW (2017) Trust in International Digital Content: Open Access and Access to Information at the World Bank
go back to reference Oviedo E, Mazón JN, Zubcoff JJ (2015) Quality and maturity model for open data portals. In: 2015 Latin American computing conference (CLEI), pp 1–7 Oviedo E, Mazón JN, Zubcoff JJ (2015) Quality and maturity model for open data portals. In: 2015 Latin American computing conference (CLEI), pp 1–7
go back to reference Paige BE (2017) Open data portals in northern New England states. PhD thesis, University of British Columbia Paige BE (2017) Open data portals in northern New England states. PhD thesis, University of British Columbia
go back to reference Palaşcă S, Jaba E (2014) Leading and lagging indicators of the economic crisis. Revista Română de Statistică nr 62:31 Palaşcă S, Jaba E (2014) Leading and lagging indicators of the economic crisis. Revista Română de Statistică nr 62:31
go back to reference Parkhimovich O, Minina E (2017) Insight provoking multi-criterial visualization of Russian open finance data: from data acquisition to processing and analyzing. In: Proceedings of the 10th international conference on theory and practice of electronic governance. ACM, New York, pp 552–553 Parkhimovich O, Minina E (2017) Insight provoking multi-criterial visualization of Russian open finance data: from data acquisition to processing and analyzing. In: Proceedings of the 10th international conference on theory and practice of electronic governance. ACM, New York, pp 552–553
go back to reference Pereira GV, Virkar S, Vignoli M (2018) Exploring the political, social and cultural challenges and possibilities associated with trading data: the case of data market Austria (DMA). ACM, p 128 Pereira GV, Virkar S, Vignoli M (2018) Exploring the political, social and cultural challenges and possibilities associated with trading data: the case of data market Austria (DMA). ACM, p 128
go back to reference Song JW (2016) Systemic risk measures based on open financial data. PhD thesis, Seoul National University Song JW (2016) Systemic risk measures based on open financial data. PhD thesis, Seoul National University
go back to reference Vafopoulos M, Koukourikos A, Vafeiadis G, Negkas D, Skaros I, Tzani A (2017) A data-driven model for linking open economic information. In: Kompatsiaris I et al (eds) Internet science. Springer, Cham, pp 329–343CrossRef Vafopoulos M, Koukourikos A, Vafeiadis G, Negkas D, Skaros I, Tzani A (2017) A data-driven model for linking open economic information. In: Kompatsiaris I et al (eds) Internet science. Springer, Cham, pp 329–343CrossRef
Metadata
Title
Open Data Availability and Suitability for Financial Analyses
Authors
Gulcan Baskurt
Sébastien-Augustin Martin
Peiman Alipour Sarvari
Djamel Khadraoui
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-42416-9_25

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