Abstract
Computing technologies perform a vital role in the transformation of contemporary financial services. The emergence of financial technology (fintech) in recent years has transformed different facets of the global financial industries, thus changing the way financial personnel lives, think, and work. The fintech similarly had developed numerous technologies to advance the industry. These developments focused on the advancement of financial segments through the use of big data, cloud computing, the Internet of Things, artificial intelligence, and blockchain, for better transaction and security. Big data has seen a substantial adjustment in approaches to gather, demonstrate, and appraise information. How to use the data to develop new business models has attracted considerable attention, and recent technological advances have allowed us to produce data much faster than ever. Big data analytics is the modeling of big data to discover useful information and patterns, thereby communicating the same to support decision making and suggest conclusions. Big data can be processed, accumulated, and accumulated in the financial industries through rapidly evolving fields of big data analytics, thus enabling the understanding, rationalization, and use of big data for different purposes. Therefore, this chapter discusses the concept of big data for guaranteeing better expansion and research toward fintech. The chapter likewise will examine how large-volume financial rights data can greatly help clarify and elucidate fintech patterns. The chapter will also make an effort to convey various benefits that financial industries can make by using fintech with big data technology. The hope of using fintech with big data in financial services will have a great impact on the quality of financial transactions that can be delivered to financial sectors across socioeconomic and geographic boundaries.
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References
Liu Y, Peng J, Yu Z (2018) Big data platform architecture under the background of financial technology: in the insurance industry as an example. In: Proceedings of the 2018 international conference on big data engineering and technology, pp 31–35
Alt R, Beck R, Smits MT (2018) FinTech and the transformation of the financial industry
Davis K, Maddock R, Foo M (2017) Catching up with Indonesia’s FinTech industry. Law Financ Mark Rev 11(1):33–40
Gomber P, Koch JA, Siering M (2017) Digital finance and FinTech: current research and future research directions. J Bus Econ 87(5):537–580
Arner DW, Buckley RP, Zetzsche DA, Veidt R (2020) Sustainability, FinTech, and financial inclusion. Eur Bus Organ Law Rev 1–29
Lee MR, Yen DC, Hurlburt GF (2018) Financial technologies and applications. IT Prof 20(2):27–33
Hamelink CJ (2019) The politics of global communication. Global communication: a multicultural perspective, 72
Skan J, Dickerson J, Masood S (2015) The future of FinTech and banking: digitally disrupted or reimagined. Accenture, London
Singapurwoko A (2019) Do financial technology startups disrupt the business and performance of financial institutions in Indonesia? Int J Bus Manag 9(1):67–81
Yaqoob I, Hashem IAT, Gani A, Mokhtar S, Ahmed E, Anuar NB, Vasilakos AV (2016) Big data: from beginning to the future. Int J Inf Manag 36(6):1231–1247
Parambil P, Simon TC (2019) Financial technology (Fin-Tech): opportunities and challenges. ZENITH Int J Multi Res 9(2):249–264
Nicoletti B, Nicoletti, Weis (2017) Future of FinTech. Palgrave Macmillan, Basingstoke, UK
Williams L (2019) Data DNA and diamonds. Eng Technol 14(3):62–65
Gupta S, Mateu J, Degbelo A, Pebesma E (2018) Quality of life, big data, and the power of statistics. Stat Probab Lett 136:101–104
Peroni D, Imani M, Nejatollahi H, Dutt N, Rosing T (2020) Data reuse for accelerated approximate warps. IEEE Trans Comput Aided Design Integr Circuits Syst
Maino MR, Massara MA, Saiz HP, Sharma P, Sy MAN (2019) FinTech in Sub-Saharan African countries: a game changer? International Monetary Fund
Krstić B (2017) The tourism industry and national competitiveness: a Sub-saharan Africa countries perspective. J Econo Theory Pract Soc Issues 1:1–17
Schwab K (2018) The global competitiveness report 2018. In the World economic forum, pp 9–14
Yermack D (2018) FinTech in Sub-Saharan Africa: what has worked well, and what hasn’t (No. w25007). National Bureau of Economic Research
Redford DT, Wolf C (2017) High-impact entrepreneurship and its importance in Sub-Saharan Africa. Developing Africa’s financial services: the importance of high-impact entrepreneurship, 43
McCaffrey M, Schiff A (2017) Inclusion to FinTech: FinTech product development for low-income markets. Available at SSRN 3034175
Ozili PK (2018) Impact of digital finance on financial inclusion and stability. Borsa Istanbul Rev 18(4):329–340
Shofawati A (2019) The role of digital finance to strengthen financial inclusion and the growth of SME in Indonesia. KnE Soc Sci:389–407
Taeihagh A, Lim HSM (2019) Governing autonomous vehicles: emerging responses for safety, liability, privacy, cybersecurity, and industry risks. Transp Rev 39(1):103–128
International Telecommunication Union (2017) Global cybersecurity index of 2017. Geneva, Switzerland
Schwebel D, Estruch E, Wobst P, Grandelis I (2019) Policies for youth employment in Sub-Saharan Africa. Youth and jobs in rural Africa: beyond stylized facts
Arslanian H, Fischer F (2019) The future of finance: the impact of FinTech, AI, and crypto on financial services. Springer
Al-Mudimigh A, Anshari M (2020) Financial technology and innovative financial inclusion. In: Financial technology and disruptive innovation in ASEAN, pp 119–129. IGI Global
Clements R (2020) Regulating FinTech in Canada and the United States: comparison, challenges, and opportunities (2020). The Routledge Handbook of FinTech, Routledge, UK (forthcoming)
Kulshrestha P, Ali MA (2019) An overview of the Islamic banking development in the United Kingdom, Malaysia, Saudi Arabia, Iran, Nigeria, Kenya, and Uganda. Int J Econ Manag Eng 13(4):374–388
Okanta SU (2019) Effect of information and communication technology on the Nigerian economy: evidence from the banking sector. Am Int J Econ Financ Res 1(1):1–20
Contel FB (2020) Financialization and local scale dynamisms. In: The financialization of the Brazilian territory, pp 105–150. Springer, Cham
Alam N, Gupta L, Zameni A (2019) FinTech regulation. In: FinTech and Islamic finance, pp 137–158. Palgrave Macmillan, Cham
Odior ESO, Banuso FB (2012) Cashless banking in Nigeria: challenges, benefits, and policy implications
Ugwoke O, Okafor M (2019) Cashless perceived effect of the cashless policy of the Central Bank of Nigeria on improvement of the payment system in Nigeria. Int J Manag (IJM) 10(6)
Belke A, Beretta E (2020) From cash to central bank digital currencies and cryptocurrencies: a balancing act between modernity and monetary stability. J Econ Stud
Okonjo-Iweala N (2014) Reforming the unreformable: lessons from Nigeria. Mit Press
Igoni S, Onwumere JUJ, Ogiri IH (2020) The Nigerian digital finance environment and it’s economic growth: pain or gain. Asian J Econ Financ Manag 1–10
Thakor AV (2020) FinTech and banking: what do we know? J Financ Intermediation 41:100833
Pal A, Herath T (2020) The role of mobile payment technology in sustainable and human-centric development: evidence from the post-demonetization period in India. Inf Syst Front:1–25
Ojo O, Nwaokike U (2018) Disruptive technology and the FinTech industry in Nigeria: imperatives for legal and policy responses. Gravit Rev Bus Property Law 9(3)
Nwani AT, Omankhanlen AE (2019) Insurance receivables and economic growth: the case of Nigeria. In: Journal of physics: conference series, vol 1378(4). IOP Publishing, p 042093
Osuagwu C (2019) Market orientation in Nigerian insurance firms: a research agenda. Archiv Bus Res 7(4):211–222
Sapovadia V (2018) Financial inclusion, digital currency, and mobile technology. In: Handbook of blockchain, digital finance, and inclusion, volume 2. Academic Press, pp 361–385
Falchetta G, Hafner M, Tagliapietra S (2020) Pathways to 100% electrification in East Africa by 2030. Energy J 41(3)
Arezki R, Mottaghi L, Barone A, Fan RY, Kiendrebeogo Y, Lederman D (2018) Middle East and North Africa economic monitor, october 2018: a new economy in Middle East and North Africa. The World Bank
Yetano Roche M, Verolme H, Agbaegbu C, Binnington T, Fischedick M, Oladipo EO (2019) Achieving sustainable development goals in Nigeria’s power sector: assessment of transition pathways. Clim Policy:1–20
Choudhury M, Goswami C (2019) MSME financing gaps-review of literature for the period 2005 to 2016. J Small Bus Entrepreneurship 7(2):50–60
Secretariat FI (2018) 2017 annual report national financial inclusion strategy implementation
Silva CT (2020) The economic crisis of 2008 and its social impact in Europe. Economic and social development: book of proceedings, pp 450–458
Ho J (2019) An earthquake or a category 4 financial storm? A corpus study of disaster metaphors in the media framing of the 2008 financial crisis. Text Talk 39(2):191–212
Sapovadia VK (2020) Terrestrial and celestial forces expose vulnerable economists: financial crisis 2008 vs. 2020. Available at SSRN 3547745
Anand K, van Lelyveld I, Banai Á, Friedrich S, Garratt R, Hałaj G et al (2018) The missing links: a global study on uncovering financial network structures from partial data. J Financ Stab 35:107–119
Varga D (2017) FinTech, the new era of financial services. Vezetéstudomįny-Bp Manag Rev 48(11):22–32
Anagnostopoulos I (2018) FinTech and regtech: impact on regulators and banks. J Econ Bus 100:7–25
Jonáš F (2019) Portfolio optimization for a P2P investor on Zonky
Demirguc-Kunt A, Klapper L, Singer D, Van Oudheusden P (2015) The global findex database 2014: measuring financial inclusion around the world. The World Bank
Kiggundu MN, Ogola FO (2017) Kenya’s Safaricom, CEO Bob Collymore, and M-Pesa: extended notes from the keynote address. Afr J Manag 3(1):30–52
Kandpal V, Khalaf OI (2020) Artificial intelligence and SHGs: enabling financial inclusion in India. In: Deep learning strategies for security enhancement in wireless sensor networks. IGI Global, pp 291–303
Biancone PP, Secinaro S, Kamal M (2019) Crowdfunding and FinTech: business model sharia-compliant
Cheng M, Qu Y (2020) Does bank FinTech reduce credit risk? Evidence from China. Pacific-Basin Financ J:101398
Bilal M, Oyedele LO, Qadir J, Munir K, Ajayi SO, Akinade OO et al (2016) Big data in the construction industry: a review of present status, opportunities, and future trends. Adv Eng Inform 30(3):500–521
Bagby JW, Reitter D (2019) Anticipatory fintech regulation: deploying big data analytics to predict the direction, impact, and control of financial technology. Impact and control of financial technology (September 19, 2019)
Khoja L, Chipulu M, Jayasekera R (2019) Analysis of financial distress cross countries: using macroeconomic, industrial indicators, and accounting data. Int Rev Financ Anal 66:101379
Ren S, Zhang Y, Liu Y, Sakao T, Huisingh D, Almeida CM (2019) A comprehensive review of big data analytics throughout the product lifecycle to support sustainable smart manufacturing: a framework, challenges, and future research directions. J Clean Prod 210:1343–1365
Sun Y, Shi Y, Zhang Z (2019) Finance big data: management, analysis, and applications
Favaretto M, De Clercq E, Schneble CO, Elger BS (2020) What is your definition of big data? researchers’ understanding of the phenomenon of the decade. PLoS ONE 15(2):e0228987
Wenzel R, Van Quaquebeke N (2018) The double-edged sword of big data in organizational and management research: a review of opportunities and risks. Organ Res Methods 21(3):548–591
Stenfors A (2018) Bid-ask spread determination in the FX swap market: Competition, collusion, or a convention? J Int Financ Mark Inst Money 54:78–97
Pejić Bach M, Krstić Ž, Seljan S, Turulja L (2019) Text mining for big data analysis in the financial sector: a literature review. Sustainability 11(5):1277
Müller O, Fay M, vom Brocke J (2018) The effect of big data and analytics on firm performance: an econometric analysis considering industry characteristics. J Manag Inf Syst 35(2):488–509
Narayanan V, Arora I, Bhatia A (2016) Fast and accurate sentiment classification using an enhanced Naive Bayes model Cornell
Brynjolfsson E, Mcafee A (2017) The business of artificial intelligence. Harvard Bus Rev:1–20
Oussous A, Benjelloun FZ, Lahcen AA, Belfkih S (2018) Big data technologies: a survey. J King Saud Univ Comput Inf Sci 30(4):431–448
Del Vecchio P, Di Minin A, Petruzzelli AM, Panniello U, Pirri S (2018) Big data for open innovation in SMEs and large corporations: trends, opportunities, and challenges. Creativity Innov Manag 27(1):6–22
Lehrer C, Wieneke A, Vom Brocke J, Jung R, Seidel S (2018) How big data analytics enables service innovation: materiality, affordance, and the individualization of service. J Manag Inf Syst 35(2):424–460
Parmar RR, Roy S, Bhattacharyya D, Bandyopadhyay SK, Kim TH (2017) Large-scale encryption in the Hadoop environment: challenges and solutions. IEEE Access 5:7156–7163
Milian EZ, Spinola MDM, de Carvalho MM (2019) FinTechs: a literature review and research agenda. Electron Commer Res Appl 34:100833
Carnevale AP, Smith N, Strohl J (2013) Recovery: job growth and education requirements through 2020
Rieder G (2018) Big data: or, the vision that would not fade. Doctoral dissertation, IT University of Copenhagen
Khan N, Yaqoob I, Hashem IAT, Inayat Z, Mahmoud Ali WK, Alam M et al (2014) Big data: survey, technologies, opportunities, and challenges. Sci World J
Che D, Safran M, Peng Z (2013) From big data to big data mining: challenges, issues, and opportunities. In International conference on database systems for advanced applications. Springer, Berlin, pp 1–15
Berbers Y, Debeuckelaere W, De Hert P, Desmedt Y, De Smet F, Hildebrandt M et al (2018) Privacy in an age of the internet, social networks, and big data. Position paper 49b, Royal Flemish Academy of Belgium for Science and the Arts
Zhong RY, Newman ST, Huang GQ, Lan S (2016) Big data for supply chain management in the service and manufacturing sectors: challenges, opportunities, and future perspectives. Comput Ind Eng 101:572–591
Bifet A, Holmes G, Pfahringer B, Kranen P, Kremer H, Jansen T, Seidl T (2010) Moa: massive online analysis, a framework for stream classification, and clustering. In: Proceedings of the first workshop on applications of pattern analysis, pp 44–50
Zikopoulos P, Eaton C (2011) Understanding big data: analytics for enterprise-class Hadoop and streaming data. McGraw-Hill Osborne Media
Madden S (2012) From databases to big data. IEEE Internet Comput 16(3):4–6
Elmqvist N, Irani P (2013) Ubiquitous analytics: interacting with big data anywhere, anytime. Computer 46(4):86–89
Ardagna D, Cappiello C, Samá W, Vitali M (2018) Context-aware data quality assessment for big data. Future Gener Comput Syst 89:548–562
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Awotunde, J.B., Adeniyi, E.A., Ogundokun, R.O., Ayo, F.E. (2021). Application of Big Data with Fintech in Financial Services. In: Choi, P.M.S., Huang, S.H. (eds) Fintech with Artificial Intelligence, Big Data, and Blockchain. Blockchain Technologies. Springer, Singapore. https://doi.org/10.1007/978-981-33-6137-9_3
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