• 제목/요약/키워드: understanding of finance

검색결과 237건 처리시간 0.023초

An Application of RASA Technology to Design an AI Virtual Assistant: A Case of Learning Finance and Banking Terms in Vietnamese

  • PHAM, Thi My Ni;PHAM, Thi Ngoc Thao;NGUYEN, Ha Phuong Truc;LY, Bao Tuyen;NGUYEN, Truc Linh;LE, Hoanh Su
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제9권5호
    • /
    • pp.273-283
    • /
    • 2022
  • Banking and finance is a broad term that incorporates a variety of smaller, more specialized subjects such as corporate finance, tax finance, and insurance finance. A virtual assistant that assists users in searching for information about banking and finance terms might be an extremely beneficial tool for users. In this study, we explored the process of searching for information, seeking opportunities, and developing a virtual assistant in the first stages of starting learning and understanding Vietnamese to increase effectiveness and save time, which is also an innovative business practice in Use-case Vietnam. We built the FIBA2020 dataset and proposed a pipeline that used Natural Language Processing (NLP) inclusive of Natural Language Understanding (NLU) algorithms to build chatbot applications. The open-source framework RASA is used to implement the system in our study. We aim to improve our model performance by replacing parts of RASA's default tokenizers with Vietnamese tokenizers and experimenting with various language models. The best accuracy we achieved is 86.48% and 70.04% in the ideal condition and worst condition, respectively. Finally, we put our findings into practice by creating an Android virtual assistant application using the model trained using Whitespace tokenizer and the pre-trained language m-BERT.

Does Gender Influence Investment Choice? A Psychosomatic Study of GCC Entrepreneurs

  • KHAN, Mohammed Abdul Imran;JAMIL, Syed Ahsan;KHAN, Shahebaz Sarfaraz;ALI, Meer Mazhar
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제9권4호
    • /
    • pp.299-306
    • /
    • 2022
  • Entrepreneurs with behavioral finance biases are more likely to make irrational or financially detrimental decisions. Understanding financial behavior biases can assist in making sound financial decisions. Behavioral finance is a new topic that can assist researchers in better understanding investor behavior and preferences while purchasing and selling stocks. Using measures such as independent t-tests and average Likert five-point scale scores, this study seeks to determine how entrepreneurs make investment decisions and whether gender makes a difference. The study is empirical, and data from 1000 entrepreneurs were collected through convenience sampling. The study's main findings show that there are numerous factors to consider while investing in stocks, including family planning, children's education, investment security, and recurring income. Both men and women attempt to invest in many asset classes, but certain investments are extremely risky, while others are low risk. As a result, investors should assess risk based on their age and experience rather than their gender; this indicates that an investment in venture capital has nothing to do with gender but everything to do with the investor's age.

Cryptocurrency Market: Behavioral Finance Perspective

  • AL-MANSOUR, Bashar Yaser
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권12호
    • /
    • pp.159-168
    • /
    • 2020
  • The cryptocurrency market has received immense consideration in media and academia since the beginning of 2013 because of its huge price fluctuation. This study focuses on Arab investors who invest in the cryptocurrency market by investigating the influence of behavioral finance factors on investment decisions in the cryptocurrency market. A quantitative approach was used by employing a snowball sampling method through 112 questionnaires. The results show that herding theory, prospect theory, and heuristic theory have a significant effect on investors' investment decisions in the cryptocurrency market. This emphasizes the significant role of the proposed behavioral factors as determinants of the investors' investment decisions. This study contributes to the existing research by consolidating the results of different researches in this study. It also contributes to the investors' understanding of the dynamics of the cryptocurrency market and it enhances the ability to make informed decisions based on their understanding. The implication of the findings will prepare hit and run investors to be progressively prepared to stay in the cryptocurrency market and develop their abilities on the most proficient method to settle on sound venture choices. Furthermore, the findings of this study will encourage financial specialists to realize that information on the traditional finance theory is not adequate to excel in the cryptocurrency market.

The Relationship between Perceived Access to Finance and Social Entrepreneurship Intentions among University Students in Vietnam

  • Luc, Phan Tan
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제5권1호
    • /
    • pp.63-72
    • /
    • 2018
  • Social entrepreneurship is increasingly gaining interest in developing countries for the great benefits of society. In Vietnam, the concept of social entrepreneurship is still quite new. Entrepreneurial intention is regarded as a useful and practial approach for understanding actual entrepreneurial behavior. The purpose of this paper is to develop an integrated model based on planned behavior to examine the direct and indirect effect of perceived access to finance on social entrepreneurial intention. The confirm factor analysis to study the latent constructs underlying determinants of planned behavioral theory, perceived access to finance and social entrepreneurial intention. Then, it applies the technique of structural equation modeling to explore relationships among latent constructs. There is no direct relationship between perceived access to finance and social entrepreneurial intention. Perceived access to finance only indirectly increases entrepreneurial intention through attitude towards behavior and perceived behavioral. This study focuses on the perceptual factor of financial access that affects entrepreneurial intentions. The study does not cover other in-depth issues of social entrepreneurship such as decision making, leadership, personality traits, social capital, and human capital. To establish an environment with a strong social entrepreneurial intention, a focus on developing perceived access to finance is an extremely important factor. This study also suggests that attitude towards behavior and perceived behavioral have a strong impact to social entrepreneurship.

계획된 행동이론을 적용한 경제적 은퇴준비행동의도에 관한 연구: 20·30대 소비자 대상으로 (A Study on Behavioral Intention for Financial Retirement Preparation to Apply Theory of Planned Behavior: Focusing on Consumers in their 20s and 30s)

  • 장몽교;이승신
    • 가정과삶의질연구
    • /
    • 제34권5호
    • /
    • pp.53-68
    • /
    • 2016
  • Financial preparation for retirement means making financial plans by predicting expected incomes and expenditures needed for maintaining success in later life. Because this preparation needs long-term planning, preparing as early as possible is recommended. This study, therefore, uses theory of planned behavior for examining the intention of financial preparation for retirement of consumers in their 20s and 30s. By using financial education and its understanding as additional variables, this study also intends to examine the ultimate effects on the intention. The following is a summary of the main results and suggestions. First, the level of consumer financial education is lower than the average. The level of understanding finance is lower than the average, and particularly, the level of understanding retirement related finance is much lower. Second, the more the attitude of financial preparation for retirement is positive, and the higher the level of subjective norm or perceived behavioral control is, the level of the intention of financial preparation for retirement tends to be more higher. Therefore, relevant efforts to encourage this preparation are needed. Third, the level of the intention of financial preparation for retirement is higher than the average, whereas financial education has no effects on the intention. This means that despite the importance of the financial education, its current implementation has many problems. The suggestions of this study are as follows. First of all, this study can provide preliminary data for developing retirement planning programs. In addition, in terms of the policy, given that this study targets relatively young consumers in their 20s and 30s, it can provide preliminary data for making policies for their future retirements.

Risk Volatility Measurement: Evidence from Indonesian Stock Market

  • Rahmi, Mustika;Azma, Nurul;Muttaqin, Aminullah Achmad;Jazil, Thuba;Rahman, Mahfuzur
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제3권3호
    • /
    • pp.57-65
    • /
    • 2016
  • The purpose of this paper is to investigate the volatility of both Islamic and conventional stock market in Indonesia with the aim of identifying the most appropriate model for risk management practice. The study considers GARCH as a genre of model to measure the volatility of stock market movement. The results support the view that each model shows specific volatility from both Islamic and conventional stock market in Indonesia. In Islamic stock market, volatility is affected by exchange rate and money supply (M1) but not interest rate as interest is prohibited in Islam. However, interest rate is found as a principal factor that affects volatility of conventional stock market. The outcomes of this paper are of particular significance to policy makers, as it provides guidelines to maintain economic health. Furthermore, the findings may assist practitioners to understand the consequences of macroeconomic factors such as exchange rate, money supply and interest rate, which are very crucial for the market stability of Indonesian stock market. The paper enhances the understanding of stock market volatility and proposes guidelines risk management practices.

Does the Pricing Mechanism Affect the IPO Flipping Activity in Pakistan?

  • ANWAR, Ayesha;MOHD-RASHID, Rasidah
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권1호
    • /
    • pp.237-246
    • /
    • 2021
  • This paper explores the relationship between price mechanism and flipping activity of initial public offerings (IPOs) in Pakistan's emerging economy. This study uses a cross-sectional data set of 95 firms listed on Pakistan Stock Exchange from 2000 to 2019. This study employs the ordinary least square and quantile regression techniques to capture the relationship between price mechanism and flipping activity. The results show that book-built IPOs flip substantially less than fixed-price IPOs. This is consistent with the signaling theory assertion that roadshows are arranged by underwriters to capture investors' demand and set the offer prices of IPOs. If investors learn the fair values of quality IPOs, then the offer prices will be close to the intrinsic values, thus reducing flipping. The findings also provide conclusive evidence for understanding the usefulness of and the more relevant information regarding the pricing mechanism. In particular, it provides a better understanding of how companies actually use the pricing mechanism information in the flipping of IPO shares. The results of this study are also valuable to underwriters, and regulators, for instance, provides underwriters with the discretion to allocate the IPO shares and the SECP, in revising regulation on the disclosure of IPO pricing methods.

지방재정분권화의 차원과 타당성 : 시스템사고의 동태적 역학관계를 중심으로 (Position and Validation of Local Finance Decentralization : Focusing on Dynamics of System Thinking)

  • 최호택;정석환
    • 한국콘텐츠학회논문지
    • /
    • 제13권2호
    • /
    • pp.235-243
    • /
    • 2013
  • 이 연구는 지방분권을 위한 정책수단으로 재정분권이 어떠한 방식으로 이해될 수 있으며, 왜 필요한지에 대해 시스템사고의 이론을 바탕으로 지방재정시스템을 구성하는 변수들의 상호작용관계를 분석하였다. 연구를 통해 얻어진 결과는 다음과 같다. 첫째, 지방재정시스템을 구성하는 변수들은 상당한 수준에서상호작용관계가 형성되고 있으며, 5개의 양(+)의 피드백 루프가 중심이 되어 급속한 성장과 급속한 쇠퇴를 거듭한다는 점을 발견할 수 있었다. 둘째, 지방재정분권화의 타당성에 대한 전략 지점이 인과지도 모델링을 통해 발견되었다. 특히, 선순환구조를 악순환의 구조를 변질시키는 변수(국고보조금, 부동산거래과세, 중앙정부차원의 지방재정조정제도, 지방정부채무 등)이 지속적으로 작동함으로써 지방재정시스템을 쇠퇴시키는 것으로 나타났으며, 이를 바탕으로 전략적 정책과제가 도출 될 수 있었다. 이러한 연구는 지방재정분권에 대해 부분에 지식이 아닌 전체적 지식의 관점에서 지방재정시스템을 이해하고 지방재정의 학문적 폭을 높여 줄 것으로 판단된다.

Fintech and Banking: Evidence from Vietnam

  • LIEN, Nguyen Thi Kim;DOAN, Thu-Trang Thi;BUI, Toan Ngoc
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권9호
    • /
    • pp.419-426
    • /
    • 2020
  • The paper focuses on understanding fintech and the application of fintech in the banking sector in Vietnam. To solve this research objective, the authors analyze fintech development trends, especially the fintech application in the banking sector in Vietnam. To improve the quality of fintech services at banks, the authors conducted consideration of factors affecting customers' intention to use fintech services. To accomplish this, the authors collected data through a survey of 620 customers of the banks located in Ho Chi Minh City - the largest economic center in Vietnam. For the analytical method, the authors used multivariate regression to estimate the research model. Research results show that fintech service is very important for the banking sector in Vietnam. Moreover, this paper has achieved great success by identifying the factors that influence customers' intention to use fintech services. Accordingly, the intention to use fintech (INT) services is positively affected by the perception of usefulness (PU), social impact (SI), customer trust (TRU), and perceived ease of use (PEU). Based on the results of this study, bank managers will have a basis to improve the quality of fintech services. Not only that, the results of this study are also valuable for policymakers and researchers.