• KSII Transactions on Internet and Information Systems (TIIS)
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• v.18 no.1
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• pp.30-45
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• 2024

This study introduces an effective method for predicting individual local tax delinquencies using prevalent machine learning and deep learning algorithms. The evaluation of credit risk holds great significance in the financial realm, impacting both companies and individuals. While credit risk prediction has been explored using statistical and machine learning techniques, their application to tax arrears prediction remains underexplored. We forecast individual local tax defaults in Republic of Korea using machine and deep learning algorithms, including convolutional neural networks (CNN), long short-term memory (LSTM), and sequence-to-sequence (seq2seq). Our model incorporates diverse credit and public information like loan history, delinquency records, credit card usage, and public taxation data, offering richer insights than prior studies. The results highlight the superior predictive accuracy of the CNN model. Anticipating local tax arrears more effectively could lead to efficient allocation of administrative resources. By leveraging advanced machine learning, this research offers a promising avenue for refining tax collection strategies and resource management.

• Korean Business Review
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• v.20 no.1
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• pp.123-143
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• 2007

This paper empirically examines whether the tax effect of indirect tax reductions such as reserves deductible and direct tax reductions such as tax credits and tax reductions is significantly associated with value relevance. That is, direct and indirect tax reductions bear upon an increase in accounting earnings and decrease in cash outflows through reducing tax burdens. The empirical result in this paper shows that firm value is significantly related to the tax effect of reserves for business improvement and other tax reserves, which comprise parts of the book value of equity through tax benefits, but is not significantly related to the tax credits and reserves deductible as necessary expenses that comprise accounting earnings. This paper also analyzes the difference in value relevance between direct tax reductions and indirect tax reductions(That is, Hypothesis No.5). We find that there are no significant differences between direct tax reductions and indirect tax reductions. Because the regressive coefficients of direct tax reductions and indirect tax reductions are not significantly.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.1 no.2
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• pp.135-155
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• 2006

The purpose of this paper IS to examine the differences of cognition between self-management and corporation in report and payment of Value Added Tax. And then We want to suggest the policy of improvements to reduce the resistance of tax-payer in V.A.T. Data was collected for 250 firms' samples from the self-employed and corporation in Daegu Seongseo Industry District. The main results of empirical study are as follows. First, Value Added Tax is not fair in all companies. But It couldn't find the differences between self-employed a d corporation in statistical meaning. Second, It was found the cooperatives generally think to pay the taxes in rule, but self-employed not do it in the report and payment of Value Added Tax. But we couldn't find the important differences between self-employed and corporation in statistical meaning. We propose to improve the polices of introduction of tax rates of multiples in the charging and to redesign the definition of a tax-payer of value added tax to reduce the resistance in report and payment.

• Management & Information Systems Review
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• v.12
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• pp.227-245
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• 2003

In this paper, it is indicated that, currently, foundation of small and medium businesses is generally increasing in number, but the establishment of manufacturing companies is very slow. This is because of many factors interfering with promotion of the opening of small and medium businesses such as endless bakruptcies of the businesses and uncertain perspective. Therefore, it will be expected to encourage people to start business and activate establishment of small and medium sized manufacturing companies by improving tax support systems and providing tax support information services for founed companies and foundation supporting companies.

• Journal of Applied Tourism Food and Beverage Management and Research
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• v.13 no.1
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• pp.81-110
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• 2002

The temporary tax deduction on investment cutting the corporate income tax within 10% of the amount of investment is aimed at stimulating the investment for economic activity. 25 business sectors are applied to this tax law and in tourism, the accommodation registered by tour promotion law and international convention plan business belong to it. I'd like to mention the problem of the temporary tax deduction on investment amount for hotels and suggest better solutions. This tax law is so temporary applied that we shouldn't get tax deduction after June 30, 2002. So, we can't get income tax deduction on the investment out of the available period. And further more this tax law has a rule not real investment but solely new project investment for hotels. There are numbers of difference between real investment and new project investment. The amount of investment is based on an object of acquisition taxation. And also there are numbers of difference between real investment and an object of acquisition taxation. For example, landscape construction is a great part of hotel construction but it's not an object of acquisition taxation. For running hotel business, we also need lots of equipments such as linens utensils for restaurant and decorations for hotel interior. But these are also excluded from this tax law. As you know, these equipments can be regarded as product equipments in manufacture industry. Therefore we should take the specificity of hotel investment into consideration and expand the role of the temporary income tax deduction on investment amount for hotels.

• Management & Information Systems Review
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• v.32 no.4
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• pp.127-153
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• 2013

The trend of China's industry has been changed from manufacturing industry based on cheap labor market to service industries gradually as a whole. The investment of Korean corporations toward Chines service industry is gradually being increased. The importance of Chinese service industry related taxations such as business tax and value-added tax are growing. This study, therefore, examines the changes of investment environment and does the business tax and VAT of growing importance in China. From the point of view that the taxation on services is mainly related to the business tax or VAT, this study, also, examines the changes of present condition of investment and corresponding trends of the Korean corporations, in accordance with the domestic investment environment changes tied to the business tax and the VAT in China. With regard to the business tax and the VAT, this study looks into their features and tax requisition and also makes comparison between them and VAT of Korea. This study examines the problems and situations from the cases of separation, integration and trial integration of the business tax and VAT, and also does the development direction of the above two taxation and the corresponding strategy of Korea and her companies The purpose of this study is to provide information about the changing trends of investment environment and the business tax and VAT and to present corresponding plan for the corporations advancing into China.

• Journal of Industrial Convergence
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• v.1 no.2
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• pp.141-172
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• 2003

To enhance Social Welfare and Public Interests, government has been enforcing the policies that induce private Sector to participate in the Public Service. In general, these policies consist of the direct or indirect supporting systems, including the advantages of taxation applicable to Private Sector that takes part in Public Service. Of the various supporting systems taken by government, the privilege from the taxes is known to the most important supporting system. The representative exemple is the tax beduction of amounts donated to the not-for-profit organizations. That is to say that donations can be deductible from taxable amounts on assessing inheritance tax and gift tax. Generally much higher cumulative tax rates are applied to the laws of inheritance tax and gift tax than the other taxes in order to redistribute the social wealth and to restrain the concentration of the wealth. On the other hand, the special exemption from the taxes can be applied to not-for-profit organization according to the standards of the relevant lows and regulations, because not-for-profit organization usually performs the partial role of government in Public Service. The perpose of this study is to find the systematical support that the not-for-profit organizations can practice Public service more efficiently than government. This study approaches the subject by means of examining current taxation systems of inheritance tax law and gift tax law and developing systematic alternatives that can make inefficient parts in taxation systems more reasonable.

• Asia-Pacific Journal of Business
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• v.9 no.3
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• pp.71-82
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• 2018

This study verifies whether the sustainable tax strategy provides unique information on earnings persistence and brings about the difference of value relevance of accounting information. Sustainability is measured by the 5-year coefficient of variation in cash ETR, such as in McGuire et al.(2013), which measures variability in long-term performance of tax avoidance. The value relevance of accounting information in this study is modified by the Ohlson model(1995), which explains the value of the firm by using accounting information such as net assets and net income and other non-accounting information. The samples of this study are the firms listed on the securities market from 2004 to 2015 and the final samples are 3,133 firm-year. The results of this empirical analysis show that the value relevance of accounting information increases as firms have long-term and sustainable tax strategies. Most of the prior studies on tax strategies have examined the tax minimization strategy that minimizes the tax cost. However, this study is different in that the sustainability of the tax strategy affects the value relevance of accounting information. The results of this study will be useful for the users to make decision using the value relevance of accounting information.

• The Journal of the Korea Contents Association
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• v.22 no.1
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• pp.99-115
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• 2022

In this study, domestic academic journal papers on tax compliance, tax consciousness, and faithful tax payment (hereinafter referred to as "tax compliance") were comprehensively analyzed from an interdisciplinary perspective as a representative research topic in the field of tax science. To achieve the research purpose, topic modeling technique was applied as part of text mining. In the flow of data collection-keyword preprocessing-topic model analysis, potential research topics were presented from tax compliance related keywords registered by the researcher in a total of 347 papers. The results of this study can be summarized as follows. First, in the keyword analysis, keywords such as tax investigation, tax avoidance, and honest tax reporting system were included in the top 5 keywords based on simple term-frequency, and in the TF-IDF value considering the relative importance of keywords, they were also included in the top 5 keywords. On the other hand, the keyword, tax evasion, was included in the top keyword based on the TF-IDF value, whereas it was not highlighted in the simple term-frequency. Second, eight potential research topics were derived through topic modeling. The topics covered are (1) tax fairness and suppression of tax offenses, (2) the ideology of the tax law and the validity of tax policies, (3) the principle of substance over form and guarantee of tax receivables (4) tax compliance costs and tax administration services, (5) the tax returns self- assessment system and tax experts, (6) tax climate and strategic tax behavior, (7) multifaceted tax behavior and differential compliance intentions, (8) tax information system and tax resource management. The research comprehensively looked at the various perspectives on the tax compliance from an interdisciplinary perspective, thereby comprehensively grasping past research trends on tax compliance and suggesting the direction of future research.

• Journal of Wellbeing Management and Applied Psychology
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• v.2 no.2
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• pp.1-11
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• 2019

This study empirically examined the effect of female director on tax aggressiveness of listed insurance firms in Nigeria. The main objective of this research was to empirically investigate the effect of female board members on tax aggressiveness, determine the composition and representation of female directors on the board of insurance companies, find out how tax aggressive are listed insurance firms and apply the BLAU (1977) index method to measure female director representation as a departure from conventional approaches specifically in the Nigerian context in the reference period, 2014 to 2018. The population of the study consists of all the quoted insurance firms as at 31st December, 2016. A sample of twenty eight (28) quoted insurance firms was selected and data were collected over the period. Inferential statistic consisting of the General Method of Moment was used for the data analysis. The results obtained reveal that board size is negative and exerts significant impact on tax aggressiveness in insurance firms in Nigeria. The study therefore recommends that the Federal government has to come up with a policy to respond to the marginalization of female on the insurance firm corporate board in Nigeria. The aim of this policy thrust should be targeted at reducing politics and biasness against women on the corporate boards of listed insurance firms.