Identifying and prioritizing investment risks in digital markets using multi-criteria decision making techniques and data mining
Abstract
The ever-increasing advancement of technology and the adaptation of the common people’s lifestyle have led to the emergence of digital markets and the removal of restrictions such as physical presence, specific working hours, etc. Investing in digital markets, as it can be more profitable (compared to previous methods), is also associated with many risks. In this research, the importance of multi-criteria decision-making and data mining and the need to use them in investing in digital markets were investigated. The statistical population of this research was collected over a period of 5 years during the years 2017–2022. For this purpose, SPSS software, the AHP technique, and data mining were used. The research results showed that both in the AHP method and in the data mining method, the receiving and payment portals are the most important.
References
1. Taghipour M, Seraj F, Amir Hassani M, Farahani Kheirabad S. Risk analysis in the management of urban construction projects from the perspective of the employer and the contractor. International Journal of Organization Leadership 2015; 4(4): 356–373. doi: 10.33844/ijol.2015.60284
2. Mahboobi M, Taghipour M, Azadeh MA. Assessing ergonomic risk factors using combined data envelopment analysis and conventional methods for an auto parts manufacturer. Work 2020; 67(1): 113–128. doi: 10.3233/WOR-203257
3. Taghipour M, Mahboobi M, Gharagozlou H. The impact of ICT on knowledge sharing obstacles in knowledge management process (including case-study). Iranian Journal of Information Processing and Management 2016; 31(4): 1049–1074. doi: 10.35050/JIPM010.2016.003
4. Khalilpour M, Kamyabi Y, Nabavi Chshmi SA, Taghipour M. The impact of accountant’s ethical approaches on the disclosure quality of corporate social responsibility information an Islamic perspective in Iran. National Academy of Managerial Staff of Culture and Arts Herald 2018; 1: 1173–1181. doi: 10.32461/2226-3209.1.2018.178689
5. Mirzaie F, Nazari AA, Zargham Boroujeni H, Taghipour M. The relationship between social bearing capacities with conflict as a result, in the perception of the visiting historical sites. Journal of Investment and Management 2015; 4(6): 403–408.
6. Alamdar khoolaki M, Naami A, Taghipour M. Effect of integrated marketing communication on brand value with the role of agencies reputation (including case study). Journal of Process Engineering 2019; 5(11): 30–44.
7. Taghipour M, Safari M, Bagheri H. A survey of BPL technology and feasibility of its application in Iran (Gilan Province). Science Journal of Circuites, Systems and Signal Processing 2015; 4(5): 30–40. doi: 10.11648/j.cssp.20150405.11
8. Mohammad S, Seddigh Marvasti A, Beheshti B, et al. Assessing the effect of FRP system on compressive and shear bending strength of concrete elements. International Journal of Innovative Research in Science, Engineering and Technology 2015; 4(11): 11511–11524. doi: 10.15680/IJIRSET.2015.0411119
9. Jalili L, Ghafourian M, Toopal T, Taghipour M. Comparative study of Khaje Rashid al-Din views on Rab-e Rashidi Islamic Utopia and Kevin Lynch ideas. Journal International Journal of Archaeology 2015; 3(5): 39–47.
10. Taghipour D, Vosough A, Azizi D, Abdi J. Insurance performance evaluation using BSC-AHP combined technique. Journal National Academy of Managerial Staff of Culture and Arts Herald 2018; 4: 112–120. doi: 10.32461/2226-3209.1.2018.178687
11. Rezvani BA, Ghobadian V, Taghipour D. The design of high-rise building with ecological approach in Iran (Alborz Province). International Journal of Modern Trends in Engineering and Research 2015; 2(10): 455–464.
12. Taghipour D, Ganji F, Zolfagharijoo A, et al. The identification and prioritization of effective indices on optimal implementation of customer relationship management using TOPSIS, AHP methods (case study: Pasargad bank). Management, International Technology and Science Publications (ITS) 2020; 3(4): 43–60. doi: 10.31058/j.mana.2020.34004
13. Taghipour M, Yazdi H. Seismic analysis (non-linear static analysis (pushover) and nonlinear dynamic) on Cable-Stayed Bridge. American Journal of Civil Engineering 2015; 3(5): 129–139. doi: 10.11648/j.ajce.20150305.11
14. Taghipour D, Barzegar P, Mahboobi M, Mohammadi S. Investigating the relationship between competitive strategies and corporates performance (case study: Parsian Banks of Tehran). Management, International Technology and Science Publications (ITS) 2020; 3(4): 13–28. doi: 10.31058/j.mana.2020.34002
15. Taghipour M, Moosavi SA. A look at gas turbine vibration condition monitoring in region 3 of gas transmission operation. Journal of Environmental Science, Computer Science and Engineering & Technology 2020; 9(3): 423–432. doi: 10.24214/jecet.C.9.3.42332
16. Rahamni M, Vaziri Shams S, Abedi V, Taghipour D. Providing health, safety and environmental management (HSE) program in metal mining industry (including case study). International Technology and Science Publications 2021; 4(3): 14–35. doi: 10.31058/j.mana.2021.43002
17. Taghipour M, Vaezi M. Safe power outlet. Electrical Science & Engineering 2020; 2(2): 5–10. doi:10.30564/ese.v2i2.2464
18. Tarverdizadeh H, Taghipour M, Nezamivad S. Predicting students’ academic achievement based on emotional intelligence, personality and demographic characteristics, attitudes toward education and career prospects through the mediation of academic resilience. Scientific Journal of Education Research 2021; 16(65): 171–186.
19. Azarian R, Taghipour D. The impact of implementing inclusive quality management on organizational trust (case study: Education). Journal of Multidisciplinary Engineering Science Studies 2020; 6(7): 3376–3383.
20. Ghadamzan Jalali A, Habibi Machiani H, Taghipour M, Moshtaghi S. Explain the relationship between intellectual capital, organizational learning and employee performance of Parsian Bank Branches in Gilan province. Educational Administration Research Quarterly 2020; 10(2): 127–142.
21. Mohammadi S, Taghipour M, Mahboobi M. Investigating the role and impact of using ICT tools on evaluating the performance of service organizations. Iranian Journal of Information Processing and Management 2021; 37(1): 1–26. doi: 10.52547/JIPM.37.1.1
22. Abdi Hevelayi A, Safarian Hamedani S, Yusefi Saeed Abadi R, Taghipour M. Predicting entrepreneurial marketing through strategic planning (including case study). Educational Administration Research Quarterly 2019; 10(2): 127–142.
23. Arsalani M, Esmaeilkhoo H, Taghipour D. Investigating the effect of social media marketing activities on brand awareness. International Technology and Science Publications (ITS) 2021; 4(2): 18–31. doi: 10.31058/j.mana.2021.42002
24. Khorasani Z, Taghipour M. The location of industrial complex using combined model of fuzzy multiple criteria decision making (including case study). International Journal of Innovation Scientific Research and Review 2020; 2(7): 268–280.
25. Taghipour M, Sharifzadeh S, Seraj FM. Risk assessment and analysis of the state DAM construction projects using FMEA technique. Trends in Life Sciences an International Peer-Reviewed Journal 2015; 4(2).
26. Hoseinpour Z, Taghipour M, Hassan Beigi J, Mahboobi M. The problem solving of bi-objective hybrid production with the possibility of production outsourcing through Imperialist Algorithm, NSGA-II, GAPSO Hybid Algorithms. Turkish Journal of Computer and Mathematics Education 2021; 12(13): 8090–8111.
27. Taghipour M, Ahmadi Sarchoghaei J. Evaluation of tourist attractions in Bourujerd County with emphasis on development of new markets by using Topsis Model. Science Journal of Business and Management 2015; 3(5): 175–189. doi: 10.11648/j.sjbm.20150305.16
28. Hashemi N, Ohadi Digesaraei D, Taghipour M. The effect of personal factors on increasing the productivity of low-level employees in the General Welfare Department of Tehran Municipality. Journal of Multidisciplinary Engineering Science and Research 2023; 2(6): 238–241.
29. Safdarpour S, Pourkhosravani P, Taghipour M. The effect of government support on innovation ability (including a case study). Journal of Multidisciplinary Engineering Science and Research 2023; 2(6): 233–237.
30. Ganjali R, Negaresh Z, Taghipour M. Strategic analysis of household hazardous waste reduction. International Journal of Educational Foundations and Management 2023; 11(4): 1–10.
31. Taghipour M, Safdarpour S, Taherian P, et al. The impact of managerial factors on increasing the productivity of low-level employees (including case study). International Journal of Educational Foundations and Management 2022; 5(2): 16–21. doi: 10.31058/j.mana.2022.52001
32. Ganjali R, Ohadi Digesaraei D, Taghipour M. Investigating the relationship between environmental awareness and the level of education and occupation of people. International Journal of Educational Foundations and Management 2023; 11(4): 11–15.
33. Baghipour sarami F, Bozorgi Amiri A, Mououdi MA, Taghipour M. Modeling of nurses’ shift work schedules according to ergonomics: A case study in Imam Sajjad (As) Hospital of Ramsar. Journal of Ergonomics 2016; 4(1): 1–12. doi: 10.20286/joe-04011
34. Moradi Lalekaei M, Taghipour Talesh M, Nazari M, Karimi M. Measurement of the country of origin of the brand of branding and brand loyalty. International Technology and Science Publications (ITS) 2022; 5(1): 40–47. doi: 10.31058/j.mana.2022.51006
35. Taghipour M, Jafari S, Rajabzadeh Mirak Abad S, Mahboobi M. Investigating the effect of intelligent ordnance on the level of learning/teaching (including case study). In: Proceedings of the Fourth Comprehensive and National Conference of Resistive Economics; 17 November 2018; Babolsar, Iran.
36. Taghipour M, Daneshfard K, Sedaghatmanesh A, Soleimani Delarestaghi S. The study of the effect of smart schools on the level of learning-teaching in high school. In: Proceedings of 5th National Conference Applied Economics & Management; 13 July 2018; Babolsar, Iran.
37. Taghipour M, Karimi M, Shirin M, Nikseresht H. The impact of motives from obtaining ISO 9001 certification on organization performance (including case study). In: Proceedings of 5th National Conference Applied Economics & Management; 13 July 2018; Babolsar, Iran.
38. Taghipour M, Habibi MH, Amin M. The impact of working capital management on the performance of firms listed in Tehran Stock Exchange (TSE). Journal of Multidisciplinary Engineering Science and Technology 2018; 7(6): 24–32.
39. Habibi MA, Talari YF, Savarrakhsh M, Taghipour M. Designing a smart model for managing Iranian chain stores based on business intelligence (case study of proma chain store). International Technology and Science Publications (ITS) 2021; 4(1): 1–18. doi: 10.31058/j.mana.2021.41001
40. Safdarpour S, Pourkhosravani P, Rooholamini V, Taghipour M. The effect of communication on learning ability (including a case study). International Technology and Science Publisher (ITS) 2022; 5(4): 46–54. doi: 10.31058/j.mana.2022.54006
41. Taghipour M. Modeling the application of knowledge management system in order to improve the technology governance in the automotive industry of Iran using the data mining environment. Journal of Educational Administration Research Quarterly 2023; 14(55): 151–165.
Copyright (c) 2023 Pourya Pourkhosravani, Siavash Safdarpour, Mohammad Taghipour
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Submit a Paper
