Decision Support System for Mongolian Portfolio Selection


Enkhtuul Bukhsuren, Uyanga Sambuu, Oyun-Erdene Namsrai, Batnasan Namsrai, Keun Ho Ryu, Journal of Information Processing Systems Vol. 18, No. 5, pp. 637-649, Oct. 2022  

https://doi.org/10.3745/JIPS.04.0255
Keywords: Data Mining, decision support system, K-Means Clustering
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Abstract

Investors aim to increase their profitability by investing in the stock market. An adroit strategy for minimizing related risk lies through diversifying portfolio operationalization. In this paper, we propose a six-step stocks portfolio selection model. This model is based on data mining clustering techniques that reflect the ensuing impact of the political, economic, legal, and corporate governance in Mongolia. As a dataset, we have selected stock exchange trading price, financial statements, and operational reports of top-20 highly capitalized stocks that were traded at the Mongolian Stock Exchange from 2013 to 2017. In order to cluster the stock returns and risks, we have used k-means clustering techniques. We have combined both k-means clustering with Markowitz's portfolio theory to create an optimal and efficient portfolio. We constructed an efficient frontier, creating 15 portfolios, and computed the weight of stocks in each portfolio. From these portfolio options, the investor is given a choice to choose any one option.


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Cite this article
[APA Style]
Bukhsuren, E., Sambuu, U., Namsrai, O., Namsrai, B., & Ryu, K. (2022). Decision Support System for Mongolian Portfolio Selection. Journal of Information Processing Systems, 18(5), 637-649. DOI: 10.3745/JIPS.04.0255.

[IEEE Style]
E. Bukhsuren, U. Sambuu, O. Namsrai, B. Namsrai, K. H. Ryu, "Decision Support System for Mongolian Portfolio Selection," Journal of Information Processing Systems, vol. 18, no. 5, pp. 637-649, 2022. DOI: 10.3745/JIPS.04.0255.

[ACM Style]
Enkhtuul Bukhsuren, Uyanga Sambuu, Oyun-Erdene Namsrai, Batnasan Namsrai, and Keun Ho Ryu. 2022. Decision Support System for Mongolian Portfolio Selection. Journal of Information Processing Systems, 18, 5, (2022), 637-649. DOI: 10.3745/JIPS.04.0255.