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Yapay Zeka Teknolojisinin İslami Finans Uygulamalarındaki Yeri Üzerine Bir İnceleme

Year 2023, Volume: 4 Issue: 2, 1 - 15, 09.12.2023

Abstract

İnsan benzeri düşünme ve öğrenme yeteneğine sahip bilgisayar sistemlerini temel alan yapay zeka, günümüzde farklı endüstriler ve sektörler tarafından kullanılmaktadır. Gündelik yaşamı ve karmaşık iş süreçlerini kolaylaştırarak daha verimli bir düzen kurmak için geliştirilen bu teknoloji, işlem hacmi görece fazla olan finans sisteminin katılımcıları arasında son yıllarda büyük ilgi görmektedir. Bu çalışma, ileri bilgisayar yöntemlerinden biri olan yapay zeka teknolojisinin, İslami Finans alanında kullanılabilirliği ve mevcut uygulamalardaki yeri üzerine incelemelerde bulunmayı amaçlamaktadır. Şeri esaslara dayanan İslami Finans Sistemi’nde yapay zeka, insan kaynağına hizmet eden ancak süreçle ilgili inisiyatifi kullanıcı kişiye bırakan bir teknolojidir. Bu bağlamda yapay zekaya insan zekasının üzerinde bir değer atfedilmemektedir. İslami Finans alanında yapay zeka kullanımıyla ilgili değerlendirme çalışmaları genel olarak metin madenciliği, algoritmik ticaret, hisse senedi seçimi ve robo danışman teknolojisiyle ilgili gelişmelere odaklanmıştır. Çalışma kapsamında yapılan incelemelerde, başta Körfez ülkeleri olmak üzere Malezya ve ABD gibi İslami Finans Sistemi’nin gelişmiş olduğu ülkelerde yapay zeka teknolojisinden yararlanıldığı tespit edilmiştir.

References

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  • Bakara Suresi, Kur’an-ı Kerim.
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  • Bhosale S.S., Salunkhe A.G. & Sutar S.S. (2020). Artıfıcıal Intellıgence And Its Applıcatıon In Dıfferent Areas. International Journal of Advance and Innovative Research, 7(1), 35-39.
  • Bothra P., Karmakar R. & Bhattacharya S. (2023). How Can Applications Of Blockchain And Artificial İntelligence İmprove Performance Of Internet Of Things? – A Survey. Computer Networks, 224, 1-30.
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  • Erdélyi, O. J. & Goldsmith, J. (2018). Regulating Artificial İntelligence Proposal For A Global Solution. In Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics and Society, New Orleans, LA, USA, 1–3 February, 2018.
  • Esfahanipour A. & Aghamiri W. (2010). Adapted Neuro-Fuzzy Inference System On Indirect Approach TSK Fuzzy Rule Base For Stock Market Analysis. Expert Systems with Applications 37: 4742–48.
  • Fazmi, F. (2019). Role of robo-advisors in Islamic financial institutions. Retrieved November 12, 2020. https://journal.wahedinvest.com/role-of-robo-advisors-in-islamic-financial-institutions/ (Erişim Tarihi: 05.07.2023).
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  • https://www.statista.com/outlook/dmo/fintech/digital-investment/robo-advisorsworldwide (Erişim Tarihi: 19.07.2023).
  • https://www.vuslat.org.tr/ilim-ile-ilgili-ayetler-ve-hadisler (30.07.2023).
  • Hussain, M. A., Labanieh, M. F., Mahdzir, N., Sulaiman, N., & Abdullah Bawazir, O. S. (2023). The potential prospect of Artificial Intelligence (AI) in arbitration from the international, national and Islamic perspectives. Journal of International Studies, 19(1), 95-122. https://doi.org/10.32890/jis2023.19.1.4
  • İbrahim Suresi, Kur’an-ı Kerim.
  • iFNFintech (2021). Sulfah. iFNFintech. https://ifnfintech.com/fintech-landscape/sulfah. (Erişim Tarihi: 19.07.2023).
  • Johnson, B., (2010). Algorithmic trading & DMA: an introduction to direct access trading strategies. Myeloma Press.
  • Kmeid, R. (2017). Islamic Banker. Retrieved from Will Artificial Intelligence rejuvenate Islamic finance? https://www.islamicbanker.co/2017/08/31/ will-artificial-intelligence-rejuvenate-islamic-finance/ Margaret (Erişim Tarihi: 19.07.2023).
  • Kumar, B. S., & Ravi, V. (2016). A survey of the applications of text mining in financial domain. Knowledge-Based Systems, 114, 128-147.
  • Lakshmi, A & Sailaja,V.,N., (2017). Survey of Algorithmic Trading Strategies in Equities and Derivatives. International Journal of Mechanical Engineering and Technology, 8(12), 817–825.
  • Liu O. & Zhang T. (2023). Deep Learning Technology Of Computer Network Security Detection Based On Artificial İntelligence. Computers and Electrical Engineering, 110, 1-10.
  • Mahalakshmi V., Kulkarni N., Kumar KVP, Kumar S. K., Sree D.N. & Durga S. (2022). The Role Of Implementing Artificial Intelligence And Machine Learning Technologies In The Financial Services Industry For Creating Competitive Intelligence. Materials Today: Proceedings, 56(4), 2252-2255.
  • Mat Rahim, S. R., Mohamad, Z. Z., Abu Bakar, J., Mohsin, F. H., & Md Isa, N. (2018). Artificial Intelligence, Smart Contract And Islamic Finance. Asian Social Science, 14(2), 145.
  • Najem R., Fakhouri Amr M., Bahnasse A. And Talea M. (2022). Artificial Intelligence For Digital Finance, Axes And Techniques. Procedia Computer Science, 203, 633-638.
  • Narang, R. K. (2009). Inside the black box: The simple truth about quantitative trading (1st ed.). John Wiley & Sons.
  • Nawi, A., Yaakob, M.F., Ren, C.C., Khamis , & Tamuri, A.B., (2021). A Preliminary Survey of Muslim Experts’ Views on Artificial Intelligence. Islāmıyyāt, 43(2), 3 – 16.
  • Pacific Life Re (2019). FWD Takaful Goes Live with UnderwriteMe’s Technology. Pacific Life Re. https://pacificlifere.com/press_releases (Erişim Tarihi: 10.07.2023).
  • Qureshi, M.F. (2023). Artificial Intelligence (AI) & Islamic Finance: Point of Intersection https://www.linkedin.com/pulse/artificial-intelligence-ai-islamic-finance-point-qureshi (10.07.2023).
  • Sharma, Gagan Deep, Anshita Yadav, and Ritika Chopra. (2020). Artificial İntelligence And Effective Governance: A Review, Critique And Research Agenda. Sustainable Futures 2: 100004
  • Tabash, M. I., & Dhankar, R. S. (2018). The Relevance Of Islamic Finance Principles İn Economic Growth. International Journal of Emerging Research in Management and Technology, 3(2), 49–54.
  • Tan, V. (2017). Finocracy Launches AI-driven Fintech Platform to Empower Women through Education Financing. iFNFintech. https://ifnfintech.com/finocracylaunches-ai-driven-fintech-platform-to-empower-women-through-educationfinancing (Erişim Tarihi: 10.07.2023).
  • Tan, V. (2018). Islamic bank becomes the first in Kuwait to integrate AI. iFNFintech. https://ifnfintech.com/islamic-bank-becomes-the-first-in-kuwait-to-integrate-ai (Erişim Tarihi: 10.07.2023).
  • Tan, V. (2020). SIBL First Islamic Bank to Implement Digital Onboarding; More to Follow. iFNFintech. https://ifnfintech.com/sibl-first-islamic-bank-to-implementdigital-onboarding-more-to-follow (Erişim Tarihi: 11.07.2023).
  • Tan, V. (2021a). SHUAA Carves Out Stand-Alone Fintech Business to Capture Affluent Millennial and Digital-Savvy Investors. iFNFintech. https://ifnfintech.com/shuaa-carves-out-stand-alone-fintech-business-tocapture-affluent-millennial-and-digital-savvy-investors (Erişim Tarihi: 11.07.2023).
  • Tan, V. (2021b). Kore.ai Partners with Mashreq Bank. iFNFintech. https://ifnfintech.com/kore-ai-partners-with-mashreq-bank. (Erişim Tarihi: 12.07.2023).
  • Treleaven, P., Galas, M., & Lalchand, V. (2013, November). Review Articles: Algorithmic Trading Review. Communications of the ACM, 56(11), 76–85.
  • Wang, P. (2014). What do you mean by “Artificial Intelligence”? Frontiers in Artificial Intelligence and Applications, 171(1), 362–373. Wazir, S., (2023). The Muslim Perspective on Artificial Intelligence: Embracing Technology with Ethical Considerations. https://www.linkedin.com/pulse/muslim-perspective-artificial-intelligence-embracing-technology (Erişim Tarihi: 07.07.2023).
  • Yang Jiao, Applications of artificial intelligence in e-commerce and finance. Artificial Intelligence [cs.AI]. Institut National des Télécommunications, 2018. English. ffNNT : 2018TELE0002ff. fftel01892576f
  • Yua, S., & AlSaud S., (2021) A Deep Learning Robo-Advisor Framework for ShariahCompliant Investment into Chinese A-Shares. Journal of Islamic Finance, 10(2), 18-25
  • Yun, T. Z. (2019, December). Funds Powered by AI. The Edge Malaysia Weekly. Kuala Lumpur: The Edge.
  • Yurtseven, M., (2022). İslami Finans Alanında Yapay Zeka ile Tasarlanmış Fetva Uygulamaları: “Robo Shariah Advisor ve Smart Mufti Örneği”, Yapay Zeka Çağında İslam ve Hukuk, 171-184.

A Study on the Place of Artificial Intelligence Technology in Islamic Finance Applications

Year 2023, Volume: 4 Issue: 2, 1 - 15, 09.12.2023

Abstract

Artificial intelligence, which is based on computer systems capable of human-like thinking and learning, is used by different industries and sectors today. This technology that are developed to build a more efficient system by facilitating daily life and complex business processes has attracted great interest in recent years among the participants of the financial system, which it has a relatively large transaction volume. This study aims to examine the usability in the field of Islamic Finance of artificial intelligence technology, which is one of the advanced computer methods and about its place in current applications. In the Islamic Finance System, which is based on Shariah principles, artificial intelligence is a technology that serves to human resources but leaves to the participant the initiative regarding the process. In this context, to the artificial intelligence isn’t valued above human intelligence.Evaluation studies on the use of artificial intelligence in Islamic Finance have generally focused on developments in text mining, algorithmic trading, stock selection and robo advisor technology. In the examinations that are made within the scope of the study, it has been determined using artificial intelligence technology in countries that are developed of Islamic Finance System such as Malaysia, Bangladesh and the USA, Especially Gulf Countries.

References

  • Abbas, K., – Hafeez, M. (2021). Will Artificial İntelligence Rejuvenate İslamic Finance? A Version of World Academia. Hitit İlahiyat Dergisi, 20(3), 311-324.
  • Abdullah, O. (2018). Digitalization in Islamic Finance. Retrieved December 10, 2018. http://kliff.com.my/wp-content/uploads/2016/09/Sesi-3-Digitalization-of-Islami-Finance-Othman.pdf . 2017 (Erişim Tarihi: 24.07.2023).
  • Abdullah, O., Shaharuddin, A., Wahid, M.A.,& Harun, M.S. (2022). Artifical Intelligence (AI) Application in Islamic Finance: A Review of Business Use Cases.
  • Auda, J., (2014). Memahami Maqasid Syariah. Penterjemah Marwan Bukhari A. Hamid. Selangor: PTS Islamik Sdn. Bhd.
  • Awais, (2022). Islam on Artificial Intelligence, https://islamexplained.info/2022/11/05/islam-on-artificial-intelligence/ (Erişim Tarihi: 07.07.2023).
  • Bakara Suresi, Kur’an-ı Kerim.
  • Bank ABC, (2019). Bank ABC launches the first synthetic Digital Human using Soul Machines’ Digital DNA ™ technology. Bank ABC. https://www.bankabc.com/En/ AboutABC/Media/Press/Pages/Digital-Employee (Erişim Tarihi: 07.07.2023).
  • Bhosale S.S., Salunkhe A.G. & Sutar S.S. (2020). Artıfıcıal Intellıgence And Its Applıcatıon In Dıfferent Areas. International Journal of Advance and Innovative Research, 7(1), 35-39.
  • Bothra P., Karmakar R. & Bhattacharya S. (2023). How Can Applications Of Blockchain And Artificial İntelligence İmprove Performance Of Internet Of Things? – A Survey. Computer Networks, 224, 1-30.
  • Brandt, J. (2017). Artificial İntelligence Applications in Financial Markets Forecasting. A Systematic Mapping. Retrieved November 12, 2020, from https://www.divaportal.org/smash/record.jsf?pid=diva2%3A1168746&dswid=5846 (Erişim Tarihi: 08.07.2023).
  • Buchanan, B. G. (2019). Artificial İntelligence İn Finance, Howard Bosanko Professor Of Economics And Finance Department Of Finance, (PhD Thesis), Albers School of Business and Economics Seattle University.
  • Casiye Suresi, Kur’an-ı Kerim.
  • Çavdar Ş.Ç. ve Aydın A.D. (2018). Finansal Alanda Yapay Zeka ve Ekonometrik Uygulamalar. Ankara: Seçkin Kitapevi.
  • Erdélyi, O. J. & Goldsmith, J. (2018). Regulating Artificial İntelligence Proposal For A Global Solution. In Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics and Society, New Orleans, LA, USA, 1–3 February, 2018.
  • Esfahanipour A. & Aghamiri W. (2010). Adapted Neuro-Fuzzy Inference System On Indirect Approach TSK Fuzzy Rule Base For Stock Market Analysis. Expert Systems with Applications 37: 4742–48.
  • Fazmi, F. (2019). Role of robo-advisors in Islamic financial institutions. Retrieved November 12, 2020. https://journal.wahedinvest.com/role-of-robo-advisors-in-islamic-financial-institutions/ (Erişim Tarihi: 05.07.2023).
  • Fu, X., Du, J., Guo, Y., Liu, M., Dong, T., Duan, X (2018). A Machine Learning Framework for Stock Selection, https://doi.org/10.48550/arXiv.1806.01743.
  • Gazali, H.M, Jumadi, J., Ramlan, N.R., Rahmat, N., Uzair, M., & Mohid, A., (2020). Application of Artificial Intelligence (AI) in Islamic Investments. Journal of Islamic Finance, 9 (2), 70-78.
  • Görgülü, Ü. & Ayık, S. (2021). Yapay Zekâ Robotlara Ahlâki ve Hukuki Statü Tanınması Problematiği -İslam Ahlâkı ve Hukuku Açısından Bir Değerlendirme. Recep Tayyip Erdoğan Üniversitesi İlahiyat Fakültesi Dergisi, (20), 37-65. DOI: 10.32950/rteuifd.1010399.
  • https://www.grandviewresearch.com/industry-analysis/robo-advisory-market-report (Erişim Tarihi: 19.07.2023).
  • https://www.ibm.com/topics/textmining#:~:text=Text%20mining%2C%20also%20known%20as,meaningful%20patterns%20and%20new%20insights. (Erişim Tarihi: 07.07.2023).
  • https://www.investopedia.com/terms/a/algorithmictrading.asp#:~:text=Algorithmic%20trading%20makes%20use%20of,thousands%20of%20trades%20per%20second. (Erişim Tarihi: 09.07.2023).
  • https://www.kfh.com.my/malaysia/personal/about-us/islamic-banking-services/maqasid-shariah.html (Erişim Tarihi: 07.07.2023).
  • https://www.linkedin.com/pulse/what-algorithmic-trading-why-you-need-bot-optimusexp ert (Erişim Tarihi: 09.07.2023).
  • https://www.statista.com/outlook/dmo/fintech/digital-investment/robo-advisorsworldwide (Erişim Tarihi: 19.07.2023).
  • https://www.vuslat.org.tr/ilim-ile-ilgili-ayetler-ve-hadisler (30.07.2023).
  • Hussain, M. A., Labanieh, M. F., Mahdzir, N., Sulaiman, N., & Abdullah Bawazir, O. S. (2023). The potential prospect of Artificial Intelligence (AI) in arbitration from the international, national and Islamic perspectives. Journal of International Studies, 19(1), 95-122. https://doi.org/10.32890/jis2023.19.1.4
  • İbrahim Suresi, Kur’an-ı Kerim.
  • iFNFintech (2021). Sulfah. iFNFintech. https://ifnfintech.com/fintech-landscape/sulfah. (Erişim Tarihi: 19.07.2023).
  • Johnson, B., (2010). Algorithmic trading & DMA: an introduction to direct access trading strategies. Myeloma Press.
  • Kmeid, R. (2017). Islamic Banker. Retrieved from Will Artificial Intelligence rejuvenate Islamic finance? https://www.islamicbanker.co/2017/08/31/ will-artificial-intelligence-rejuvenate-islamic-finance/ Margaret (Erişim Tarihi: 19.07.2023).
  • Kumar, B. S., & Ravi, V. (2016). A survey of the applications of text mining in financial domain. Knowledge-Based Systems, 114, 128-147.
  • Lakshmi, A & Sailaja,V.,N., (2017). Survey of Algorithmic Trading Strategies in Equities and Derivatives. International Journal of Mechanical Engineering and Technology, 8(12), 817–825.
  • Liu O. & Zhang T. (2023). Deep Learning Technology Of Computer Network Security Detection Based On Artificial İntelligence. Computers and Electrical Engineering, 110, 1-10.
  • Mahalakshmi V., Kulkarni N., Kumar KVP, Kumar S. K., Sree D.N. & Durga S. (2022). The Role Of Implementing Artificial Intelligence And Machine Learning Technologies In The Financial Services Industry For Creating Competitive Intelligence. Materials Today: Proceedings, 56(4), 2252-2255.
  • Mat Rahim, S. R., Mohamad, Z. Z., Abu Bakar, J., Mohsin, F. H., & Md Isa, N. (2018). Artificial Intelligence, Smart Contract And Islamic Finance. Asian Social Science, 14(2), 145.
  • Najem R., Fakhouri Amr M., Bahnasse A. And Talea M. (2022). Artificial Intelligence For Digital Finance, Axes And Techniques. Procedia Computer Science, 203, 633-638.
  • Narang, R. K. (2009). Inside the black box: The simple truth about quantitative trading (1st ed.). John Wiley & Sons.
  • Nawi, A., Yaakob, M.F., Ren, C.C., Khamis , & Tamuri, A.B., (2021). A Preliminary Survey of Muslim Experts’ Views on Artificial Intelligence. Islāmıyyāt, 43(2), 3 – 16.
  • Pacific Life Re (2019). FWD Takaful Goes Live with UnderwriteMe’s Technology. Pacific Life Re. https://pacificlifere.com/press_releases (Erişim Tarihi: 10.07.2023).
  • Qureshi, M.F. (2023). Artificial Intelligence (AI) & Islamic Finance: Point of Intersection https://www.linkedin.com/pulse/artificial-intelligence-ai-islamic-finance-point-qureshi (10.07.2023).
  • Sharma, Gagan Deep, Anshita Yadav, and Ritika Chopra. (2020). Artificial İntelligence And Effective Governance: A Review, Critique And Research Agenda. Sustainable Futures 2: 100004
  • Tabash, M. I., & Dhankar, R. S. (2018). The Relevance Of Islamic Finance Principles İn Economic Growth. International Journal of Emerging Research in Management and Technology, 3(2), 49–54.
  • Tan, V. (2017). Finocracy Launches AI-driven Fintech Platform to Empower Women through Education Financing. iFNFintech. https://ifnfintech.com/finocracylaunches-ai-driven-fintech-platform-to-empower-women-through-educationfinancing (Erişim Tarihi: 10.07.2023).
  • Tan, V. (2018). Islamic bank becomes the first in Kuwait to integrate AI. iFNFintech. https://ifnfintech.com/islamic-bank-becomes-the-first-in-kuwait-to-integrate-ai (Erişim Tarihi: 10.07.2023).
  • Tan, V. (2020). SIBL First Islamic Bank to Implement Digital Onboarding; More to Follow. iFNFintech. https://ifnfintech.com/sibl-first-islamic-bank-to-implementdigital-onboarding-more-to-follow (Erişim Tarihi: 11.07.2023).
  • Tan, V. (2021a). SHUAA Carves Out Stand-Alone Fintech Business to Capture Affluent Millennial and Digital-Savvy Investors. iFNFintech. https://ifnfintech.com/shuaa-carves-out-stand-alone-fintech-business-tocapture-affluent-millennial-and-digital-savvy-investors (Erişim Tarihi: 11.07.2023).
  • Tan, V. (2021b). Kore.ai Partners with Mashreq Bank. iFNFintech. https://ifnfintech.com/kore-ai-partners-with-mashreq-bank. (Erişim Tarihi: 12.07.2023).
  • Treleaven, P., Galas, M., & Lalchand, V. (2013, November). Review Articles: Algorithmic Trading Review. Communications of the ACM, 56(11), 76–85.
  • Wang, P. (2014). What do you mean by “Artificial Intelligence”? Frontiers in Artificial Intelligence and Applications, 171(1), 362–373. Wazir, S., (2023). The Muslim Perspective on Artificial Intelligence: Embracing Technology with Ethical Considerations. https://www.linkedin.com/pulse/muslim-perspective-artificial-intelligence-embracing-technology (Erişim Tarihi: 07.07.2023).
  • Yang Jiao, Applications of artificial intelligence in e-commerce and finance. Artificial Intelligence [cs.AI]. Institut National des Télécommunications, 2018. English. ffNNT : 2018TELE0002ff. fftel01892576f
  • Yua, S., & AlSaud S., (2021) A Deep Learning Robo-Advisor Framework for ShariahCompliant Investment into Chinese A-Shares. Journal of Islamic Finance, 10(2), 18-25
  • Yun, T. Z. (2019, December). Funds Powered by AI. The Edge Malaysia Weekly. Kuala Lumpur: The Edge.
  • Yurtseven, M., (2022). İslami Finans Alanında Yapay Zeka ile Tasarlanmış Fetva Uygulamaları: “Robo Shariah Advisor ve Smart Mufti Örneği”, Yapay Zeka Çağında İslam ve Hukuk, 171-184.
There are 54 citations in total.

Details

Primary Language Turkish
Subjects Finance
Journal Section Articles
Authors

Elif Ulucenk 0000-0001-6545-6621

Handan Kocaman 0000-0002-1133-2735

Publication Date December 9, 2023
Published in Issue Year 2023 Volume: 4 Issue: 2

Cite

APA Ulucenk, E., & Kocaman, H. (2023). Yapay Zeka Teknolojisinin İslami Finans Uygulamalarındaki Yeri Üzerine Bir İnceleme. Karadeniz Ekonomi Araştırmaları Dergisi, 4(2), 1-15.

Karadeniz Ekonomi Araştırmaları Dergisi

Karadeniz Teknik Üniversitesi

İktisadi ve İdari Bilimler Fakültesi Dekanlığı

Trabzon