Proceedings of the International scientific and practical conference ―Oxford International Science Forum‖ (April 17-19, 2026) / Publisher website: www.naukainfo.com. - Oxford, United Kingdom, 2026. - 367 p.

109 https://doi.org/10.1016/j.jbusvent.2013.06.005. 2. Zheng, H., Li, D., Wu, J., & Xu, Y. (2014). The role of multidimensional social capital in crowdfunding: A comparative study in China and US. Information & Management, 51(4), 488–496. DOI: https://doi.org/10.1016/j.im.2014.03.003. 3. Hohen, S., Kuckertz, A., Kollmann, T., & Bruns, N. (2025). Reward-based crowdfunding—A systematic literature review. Review of Managerial Science. Advance online publication. DOI: https://doi.org/10.1007/s11301-025-00544-2. 4. Yuan, H., Lau, R. Y. K., & Xu, W. (2016). The determinants of crowdfunding success: A semantic text analytics approach. Decision Support Systems, 91, 67– 76. DOI: https://doi.org/10.1016/j.dss.2016.08.001. 5. Parhankangas, A., & Renko, M. (2017). Linguistic style and crowdfunding success among social and commercial entrepreneurs. Journal of Business Venturing, 32(2), 215–236. DOI: https://doi.org/10.1016/j.jbusvent.2016.11.001. 6. Elitzur, R., Gavious, A., & Yosef, R. (2024). The power of machine learning methods to predict crowdfunding success. Finance Research Letters, 62, 105147. DOI: https://doi.org/10.1016/j.frl.2024.105147. 7. Kickstarter. (n.d.). How can I use the downloaded backer report? Kickstarter Help Center. Retrieved April 13, 2026, from URL: https://help.kickstarter.com/hc/en-us/articles/115005135894-How-can-I-use-the- downloaded-backer-report. 8. Kickstarter. (n.d.). What information can I see about my backers? Kickstarter Help Center. Retrieved April 13, 2026, from URL: https://help.kickstarter.com/hc/en-us/articles/115005135974-What-information- can-I-see-about-my-backers. 9. Indiegogo. (2025, October 17). Indiegogo public API. Indiegogo Knowledge Base. Retrieved April 13, 2026, from URL: https://help.indiegogo.com/article/616-indiegogo-public-api. 10. GoFundMe Pro. (2026, March 9). Intro the GoFundMe Pro API. GoFundMe Pro Support. Retrieved April 13, 2026, from URL: https://prosupport.gofundme.com/hc/en-us/articles/37288767751707-Intro-the-