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Analysis of some factors affecting business performance from non-financial aspects at enterprises in Nam Dinh province 从非财务角度分析南定省企业经营绩效的影响因素
Pub Date : 2022-02-20 DOI: 10.15439/2021km90
A. Nguyen, L. V. Nguyen, H. T. Truong, T. Bui
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引用次数: 0
News coverage of genetically modified organism in Vietnam1 越南转基因生物的新闻报道
Pub Date : 2022-02-20 DOI: 10.15439/2022m4769
Minh Thi Yen Tran
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引用次数: 0
The Factors Influencing Bank Credit Capital Accessibility of Enterprises in Hanoi in the Context of the Covid Pandemic 新冠疫情背景下影响河内市企业银行信贷资金可及性的因素
Pub Date : 2022-02-20 DOI: 10.15439/2021km55
Nguyen Thi Hien, Nguyen Thi Mai Huong
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引用次数: 0
Operating cash flow in commercial firms listed on the Ho Chi Minh Stock Exchange 在胡志明证券交易所上市的商业公司的经营性现金流
Pub Date : 2022-02-20 DOI: 10.15439/2021km34
T. D. Duc, Tran Manh Dung, N. T. Hong
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引用次数: 1
Impact of Financial Risk on Business Efficiency Listed on The Stock Market in Vietnam 金融风险对越南上市企业效率的影响
Pub Date : 2022-02-20 DOI: 10.15439/2021km41
Thi Hanh Dung Nguyen, T. C. Ha, M. Nguyen, Thi Thu Huong Bui
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引用次数: 0
The Good, The Bad, The Ugly & The Futile: The Memory & Their Impact On Human Beings 好,坏,丑和无用:记忆及其对人类的影响
Pub Date : 2022-02-20 DOI: 10.15439/2021km12
Richa Sharma, S. Raj, Vibhuti Sharma
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引用次数: 0
Factors Affecting The Decision On The Use Of Electronic Wallet By People In Danang City 影响岘港市居民使用电子钱包决定的因素
Pub Date : 2022-02-20 DOI: 10.15439/2022m3368
Le Tan Trinh, Kim Mai Thy Huynh, Kim Minh Khoi Nguyen, Ngoc Trinh Ho, Thi Tuyet Chi Chau, Vu Luan Nguyen
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引用次数: 0
The Impact Level of Covid-19 on University Students' Mental Health in Ha Noi, Vietnam 新冠肺炎疫情对越南河内市大学生心理健康的影响程度
Pub Date : 2022-02-20 DOI: 10.15439/2021km48
Nguyen Viet Tuan Huy, Nguyen Thi Thu Hien, T. Hoai, N. Tuyet, Nguyen Thi Phuong Linh
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引用次数: 0
Management of Human Resources in Education 教育人力资源管理
Pub Date : 2022-02-20 DOI: 10.15439/2021km93
Do Thanh Tu, D. T. Huyen
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引用次数: 1
Data Mining for Bankruptcy Prediction: An Experiment in Vietnam 破产预测的数据挖掘:在越南的实验
Pub Date : 2022-02-20 DOI: 10.15439/2021km30
D. Hung, V. T. T. Binh
— In the history of the world economy, the bank-ruptcy of some large companies has caused global financial crises. The study aimed to postulate a model of bankruptcy prediction for listed companies on Vietnam's stock market. The research used six popular algorithms in data mining to predict bankruptcy risk with data collected from 4693 observations in the period 2009-2020. The research results showed that Logistic algorithms, Artificial Neural Network, Decision Tree have a high level of predicting bankruptcy with an accuracy of 98%. The study identified the three most important indicators: inventory turnover ratio, debt to equity ratio, and debt ratio that affect the corporate bankruptcy prediction. The study showed the threshold points of 10-indicators to avoid bankruptcy likelihood. These results recommended that the model could be applied in practice to reduce risks for businesses and investors in the Vietnamese market.
——在世界经济史上,一些大公司的破产引发了全球性的金融危机。本研究旨在假设越南股市上市公司破产预测模型。该研究使用了数据挖掘中六种流行的算法来预测破产风险,数据收集自2009年至2020年期间的4693项观察数据。研究结果表明,Logistic算法、人工神经网络、决策树对破产的预测准确率达到98%,具有较高的预测水平。研究确定了影响企业破产预测的三个最重要的指标:存货周转率、负债权益比和负债率。该研究显示了避免破产可能性的10个指标的阈值。这些结果表明,该模型可以在实践中应用,以减少越南市场的企业和投资者的风险。
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引用次数: 2
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International Conference on Research in Management & Technovation
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