Keywords and phrases: digital payment platforms, user trust, persuasive technology, behavior, privacy, deep learning, convolutional neural networks (CNNs), long short-term memory (LSTM), hybrid optimization algorithm, user experience
Received: June 1, 2024; Accepted: August 5, 2024; Published: September 2, 2024
How to cite this article: Osamah A. Altammami, Utilizing deep learning and persuasive technology to increase user trust in digital payments, Advances and Applications in Discrete Mathematics 41(7) (2024), 521-550. https://doi.org/10.17654/0974165824035
This Open Access Article is Licensed under Creative Commons Attribution 4.0 International License
References: [1] W. Fang, N. Liu, Q. Pan and B. Zhou, The trilateral game of privacy perception, financial regulation and central bank digital currency issuance, Journal of Accounting, Business and Finance Research 16(2) (2023), 44-52. doi:10.55217/102.v16i2.644. [2] A. N. Gayathri and Shanmugam Palanisamy, Digital payment a way forward for urban dwellers, Shanlax International Journal of Arts, Science and Humanities 10(4) (2023), 6-10. doi:10.34293/sijash.v10i4.5960. [3] Adebiyi Adeyemi, Emmanuel Olaniyi Dunmade and C. K. Daramola, Perceived security of e-payment system and reduction in incidence of fraud in Kwara state internal revenue service, Nigeria, Wayamba Journal of Management 13(2) (2022), 153-153. doi:10.4038/wjm.v13i2.7571. [4] R. U. Al Hashfi, A. S. Zusryn, N. L. Khoirunnisa and A. R. F. A. Listyowati, Online payment: individual characteristics and digital financial inclusion in OIC countries, Journal of Islamic Monetary Economics and Finance 6(4) (2020), 767-788. [5] Alaa Mahdi Sahi, Haliyana Khalid, Alhamzah F. Abbas, Khaled A. Zedan, Saleh F. A. Khatib and Hamzeh Al Amosh, The research trend of security and privacy in digital payment, Informatics (Basel) 9(2) (2022), 32-32. doi:10.3390/informatics9020032. [6] W. A. Alkhowaiter, Digital payment and banking adoption research in Gulf countries: A systematic literature review, International Journal of Information Management 53 (2020), 102102. [7] R. Alt, R. Beck and M. T. Smits, FinTech and the transformation of the financial industry, Electron. Mark. 28 (2018), 235-243. [8] Bambang Leo Handoko, Given Name Siswono and Julyanka Mustika Azani, Analysis of Perceived Risk, Perceived Trust, Perceived Security Factors on Consumer Intention using E-Payment, Proceedings of the 2022 International Conference on E-Business and Mobile Commerce, 2022. doi:10.1145/3543106.3543109. [9] Z. Bezovski, The future of the mobile payment as electronic payment system, Eur. J. Bus. Manag. 8 (2016), 127-132. [10] P. Giudici, Fintech Risk Management: A research challenge for artificial intelligence in finance, Front. Artif. Intell. 1 (2018), 1. [11] Hotlan Siagian, Zeplin Jiwa, Husada Tarigan, Sautma Ronni Basana and Ribut Basuki, The effect of perceived security, perceived ease of use, and perceived usefulness on consumer behavioral intention through trust in digital payment platform, International Journal of Data and Network Science 6(3) (2022), 861-874. doi:10.5267/j.ijdns.2022.2.010. [12] Irfan Muhammad Fadhilah and Daniel Tumpal Hamonangan Aruan, Understanding consumer adoption and actual usage of digital payment instruments: comparison between Generation Y and Generation Z, International Journal of Electronic Marketing and Retailing 14(1) (2023), 1-1. doi:10.1504/ijemr.2023.10050665. [13] B. U. I. Khan, R. F. Olanrewaju, A. M. Baba, A. A. Langoo and S. Assad, A compendious study of online payment systems: Past developments, present impact, and future considerations, International Journal of Advanced Computer Science and Applications 8(5) (2017). [14] S. Kristoffersen, A. Synstad and K. Sorli, Users’ perception of mobile payment, International Journal of Knowledge Management Studies 2(1) (2008), 74-95. [15] E. Krivosheya and P. Belyakova, Financial innovation’s role in consumer behavior at Russian retail payments market, Proceedings of the Economics and Finance Conferences (No. 9511955), Dubrovnik, Croatia, 27-30 August 2019; International Institute of Social and Economic Sciences: London, UK, 2019. [16] J. Lerner and P. Tufano, The consequences of financial innovation: a counterfactual research agenda, Annu. Rev. Financ. Econ. 3 (2011), 41-85. [17] Ludovic Bernad, Yves Nsengiyumva, Benjamin Byinshi, Naphtal Hakizimana and Fabrizio Santoro, Digital Merchant Payments as a Medium of Tax Compliance, 2023. doi:10.19088/ictd.2023.011. [18] Munish Gupta, Sanjay Taneja, Vikash Sharma, Amandeep Singh, Ramona Rupeika-Apoga and Kshitiz Jangir, Does previous experience with the unified payments interface (UPI) affect the usage of central bank digital currency (CBDC)?, Journal of Risk and Financial Management 16(6) (2023), 286-286. doi:10.3390/jrfm16060286. [19] M. Najib and F. Fahma, Investigating the adoption of digital payment system through an extended technology acceptance model: An insight from the Indonesian small and medium enterprises, International Journal on Advanced Science, Engineering and Information Technology 10(4) (2020), 1702-1708. [20] Omkar Poudel and Mohan Prasad Sapkota, Consumer perception toward digital payment system, Management Dynamics 25(1) (2022), 39-50. doi:10.3126/md.v25i1.53286. [21] L. O. Oyelami, S. O. Adebiyi and B. S. Adekunle, Electronic payment adoption and consumers’ spending growth: Empirical evidence from Nigeria, Futur. Bus. J. 6 (2020), 1-14. [22] P. K. Ozili, Impact of digital finance on financial inclusion and stability, Borsa Istanb. Rev. 18 (2018), 329-340. [23] O. Poudel and M. P. Sapkota, Consumer perception toward digital payment system, Management Dynamics 25(1) (2022), 39-50. [24] Prakash J. Parmar and Ketaki Sheth, A study on digital payment system usage behaviour of customers of Gujarat state, International Journal of Management Public Policy and Research 2(1) (2023), 129-135. doi:10.55829/ijmpr.v2i1.121. [25] R. S. Veena, A study on digital payment usage among the student community in Tiruchirappalli city of Tamil Nadu, International Journal of Research - Granthaalayah 11(5) (2023). doi:10.29121/granthaalayah.v11.i5.2023.5191. [26] Rindah F. Suryawati and Izmi Dwira Eriani, The effect of electronic payment instruments on the lifestyle of the millennials in the jabodetabek, TIJAB (The International Journal of Applied Business) 7(1) (2023), 87-103. doi:10.20473/tijab.v7.i1.2023.44342. [27] Statista. Digital Payments Report 2020. Available online: https://www.statista.com/study/41122/fintech-report-digitalpayments/ (accessed on 1 January 2021). [28] Sudiksha Shree, Bhanu Pratap, Rajas Saroy and Sarat Dhal, Digital payments and consumer experience in India: a survey based empirical study, J. Bank. Financ. Technol. 5(1) (2021), 1-20. doi:10.1007/S42786-020-00024-Z. [29] The European Payments Landscape in Perspective-Emerging Payments UK, Emergingpayments.org. 2020. Available online: https://www.emergingpayments.org/whitepaper/the-european-payments-landscape-in-perspective/ (accessed on 1 January 2020). [30] Urvashi Kishnani, Naheem Noah, Sanchari Das and Rinku Dewri, Privacy and security evaluation of mobile payment applications through user-generated reviews, Proceedings of the 21st Workshop on Privacy in the Electronic Society, 2022. doi: 10.1145/3559613.3563196. [31] M. Yao, H. Di, X. Zheng and X. Xu, Impact of payment technology innovations on the traditional financial industry: A focus on China, Technol. Forecast. Soc. Chang. 135 (2018), 199-207. [32] Yova Ruldeviyani and K. Saraswati, An empirical investigation of factors affecting personal information’s disclosure on mobile payment (E-Wallet) platforms, International Journal on Advanced Science, Engineering and Information Technology 13(3) (2023), 1031-1031. doi:10.18517/ijaseit.13.3.18054. [33] Y. Zhao and F. Bacao, How does the pandemic facilitate mobile payment? An investigation on users’ perspective under the COVID-19 pandemic, International Journal of Environmental Research and Public Health 18(3) (2021), 1016. [34] A. M. Sahi, H. Khalid, A. F. Abbas and S. F. Khatib, The evolving research of customer adoption of digital payment: Learning from content and statistical analysis of the literature, Journal of Open Innovation: Technology, Market, and Complexity 7(4) (2021), 230. [35] S. S. Intille, A new research challenge: persuasive technology to motivate healthy aging, IEEE Transactions on Information Technology in Biomedicine 8(3) (2004), 235-237. doi:10.1109/TITB.2004.835531. [36] E. S. Geller, A delayed reward strategy for large-scale motivation of safety belt use: A test of long-term impact, Accident Analysis and Prevention 16(5-6) (1984), 457-463. doi:10.1016/0001-4575(84)90058-7. [37] C. Seligman, J. M. Darley and L. J. Becker, Behavioral approaches to residential energy conservation, Energy and Buildings 1(3) (1978), 325-337. doi:10.1016/0378-7788(78)90012-9. [38] P. Brinol, The Persuasion Handbook: Developments in Theory and Practice, Journal of Communication 55(2) (2005), 408-410. doi:10.1093/joc/55.2.408. [39] B. J. Fogg, Persuasive Technology: Using Computers to Change what We Think and Do, Morgan Kaufmann, 2003.
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