• 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.

• Asia pacific journal of information systems
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• v.31 no.3
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• pp.378-391
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• 2021

The low use of e-vehicles in Yogyakarta City and Pekanbaru City is an essential issue for local governments to maximize e-government policies in both regions. The purpose of this research is to analyze people's attitudes and factors influencing the community of e-Samsat (e-Vehicle tax) users in developing the UMEGA theory, namely technology and government trust. This is a quantitative research based on the philosophy of positivism, which is used to examine populations and individual samples. Data were collected using research instruments and quantitatively analyzed. Furthermore, the hypothesis of the obtained data was tested using SEM-PLS. The results showed that social influence does not affect attitudes of e-Samsat (e-Vehicle tax) users. Furthermore, the study showed that the development of umega theory by adding variables of trust in technology and government affects people's behavior in using e-Samsat services.

• Proceedings of the Korea Society for Industrial Systems Conference
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• 2002.06a
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• pp.433-445
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• 2002

This study is to consider the current status of e-payment of local tax, one of the e-business models between Government and Customers(G2C) which is designed for the implementation of e-Government, and to present the activated policy for e-payment of local tax. For the survey, the complete enumeration is conducted through the questionnaire survey with those people who have used the e-payment tax system in C county and interview with those officials who are in charge of tax affairs in 232 local autonomies in Korea. As the system introduction status is viewed, the e-payment of local tax system is operated in 196 cities and counties in nation-wide but it has shown big differency in the extent of utilization according to regions. And the way of system operation is varied and the age bracket of those users is mainly comprised of 30's. In sum, a severe gap among taxpayer's age group, regional difference, and the lag of information in the system infra is appeared. But users consider this system to be settled as a new tax-payment system, and the good prospect is anticipated. As an activating policy for the e-payment of local-tax, some measures-providing incentives to those users of e-payment of tax system, improving the operating system, and enhancing the information education for taxpayer's-are needed to be taken. Hereafter, in-depth study on the e-payment tax system which is planned for the realization of e-Government is expected through a more systematic and scientific approach to this field.

• THE INTERNATIONAL COMMERCE & LAW REVIEW
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• v.46
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• pp.351-380
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• 2010

Multinational Enterprises set the prices for transactions between affiliates based principally on their global interest. But the customs authority in Korea wants to set the arm's length price as high as possible to get higher dutiable value for customs purpose, while the internal tax authority in Korea prefers lower arm's length price to get higher value for corporation tax purpose by cutting costs. Problem caused by the inconsistent valuation methods on the same imported goods of the two tax authorities is the single most important tax issue facing multinational enterprises. In the meantime, the customs authority in Korea has thought that it is a universal trend worldwide for the Customs and Internal tax authorities to adopt different methods of valuation on transfer prices between related parties, so KCS couldn't accept APA prices. But the internal tax authority in Korea has taken the initiative in APA program so NTS provided taxpayer with safe-harbor. Recently, KCS created the Advance Customs Valuation Arrangement(ACVA) provisions in the 2008 revision bill of the Customs Act through benchmarking APAs program. Can APAs work for customs? Neither WCO or OECD presents any recommendation on the integration of the valuation methods, but calls for close cooperation between two authorities, which still leaves taxpayers very unstable. We will start to seek ways to integrate the customs valuation and transfer pricing in this study.

• The Journal of Asian Finance, Economics and Business
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• v.7 no.7
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• pp.209-217
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• 2020

Taxes are levied in almost every country, primarily to raise revenue for government expenditures. This study explores factors influencing tax compliance of small- and medium-sized enterprises (SMEs) in Vietnam. Data from 376 SMEs, who are business taxpayers, were collected through a researcher-administered questionnaire survey method. The results indicate that six groups of factors have significant impacts on tax compliance among Vietnamese SMEs. These groups include: Business characteristics (BC), Characteristics of accounting practices within organization (AP), Awareness of tax obligations (TO), Tax policy (TP), View on tax compliance (TC), and Probability of tax examination on taxpayer compliance (TE). Multivariate analysis was adopted; Cronbach's alpha coefficients were calculated, then, Exploratory Factor Analysis (EFA) was used. The findings show that, among these six factors, the most influential is Characteristics of accounting practices (AP). Thus, it is recommended that tax agencies should help SMEs improve their accounting skills and increase their knowledge by organizing training workshops and short courses on taxation. SMEs also need to have an adequate accounting system in accordance with principles and standards prescribed by the Tax Law. It is expected that this study can provide important insights and understandings to policy-makers, practitioners, academicians and other regulatory authorities in tax policy formulations.

• Journal of Fisheries and Marine Sciences Education
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• v.17 no.2
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• pp.180-192
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• 2005

In this paper I tried quantitative measures of the rent-seeking for budgetary allocations in Korean fisheries. There is a great deal of ignorance about the level of rent-seeking that takes place as a consequence of government expenditures and the potential for influencing their allocation, and so the attempt by Kats and Rosenberg(1989) to measure this in terms of the extent of annual changes in these allocations was a significant step forward. The opportunity to concentrate net public expenditure benefits within the fiscal function of the state gives rise to rent-seeking by special interest taxpayer-citizens through government budget allocations, special interest groups and coalitions of special interest groups. There are several important implications of budgetary rent-seeking. Budgetary rent-seeking is composed of 'income' and substitution effects, the budgetary 'income' effect is the general increase in government expenditures from one period to another. According to result of this analysis, average expenditures were 17.0% of total fisheries budget in 1966-2005. Therefore, distribution of fisheries budget should be converted by indirect support systems to reduce these rent-seeking behaviors.

• Journal of Korea Port Economic Association
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• v.39 no.1
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• pp.101-114
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• 2023

With the development of information and communication technology and the growth of e-commerce, the scale of international B2C transactions is expanding, and the scale of overseas direct purchase through online platforms will grow further in the future. However, with the growth of overseas direct purchase, the scale of illegal income is also growing, causing social problems. Under the current Customs Act, if a purchasing agent falsely provides a customs value and a shortage of tax occurs, the purchasing agent and the consumer, the shipper at the time of import declaration, are jointly and severally liable for tax payment. enemy improvement is needed This study proposed opinions on the problem of consumer damage caused by purchasing agents and institutional improvement in the Customs Act to solve it.

• Journal of Urban Science
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• v.6 no.2
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• pp.35-47
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• 2017

Tax evasion is increasing, but efficiency of tax administration is evaluated as improving. This is because the taxation cost, which is a measure to judge the efficiency of the tax administration, does not consider the tax evasion effect at all. This method of estimating the cost of taxation is a dispute that neglects the role of taxation authorities in tax evasion. The existing study focuses on the development of a tax evasion model focused on maximizing the utility through the tax evasion of the taxpayer as the tax evasion approaches the individual 's deviant problem. However, this has the aspect of making the role of the tax authorities in tax evasion negative. This study empirically derived the optimal size of tax administration in Korea by using tax collection cost and tax cooperation cost. Also, it is meaningful to consider the role of the taxation authorities in tax evasion and to derive the optimal taxation cost model by estimating the decrease in tax evasion due to the taxation expenditure of the tax authorities. In order to derive the optimal size of tax administration in Korea, taxation cost and tax cooperation cost are derived by classifying tax officials. The optimal taxation cost model was derived by estimating the taxation expenditure related to tax evasion. This study is meaningful to make it possible to emphasize the role of tax authorities in studying future tax evasion by studying the effect of taxation expenditure on tax evasion.

• The Journal of the Korea Contents Association
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• v.11 no.12
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• pp.919-930
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• 2011

National highway is one of the social infrastructures that continue to be managed in order to serve their full functions. The national highway has been managed by the Pavement Management System (PMS) until now. The PMS manages the highway as a way of facility maintenance and maximizes the service life of the highway with minimum cost. The cost is evaluated mainly with a facility manager's perspective based on engineering judgment. People's needs of quality of life have been increased as their income level is rising and naturally the opinion of citizen as a taxpayer plays an important role in determining national policy. Therefore, the contentment of a user's perspective was the starting point of addressing these needs. The Level of Service began to be used as a measure for the evaluation of the user's perspective. In this thesis we would like to design an application and a data architecture for a pavement asset management system and to show how it meets the requirements of KTAM-40 Systems.

• Asia-Pacific Journal of Business
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• v.9 no.2
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• pp.75-103
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• 2018

The tax system in Korea is the so-called one-item-one-tax law which has separate tax law for each taxation according to tax law. The common and procedural aspects of these tax laws are the same or similar, but they are separately prescribed by the National Tax Basic Act and the Local Tax Act. These legal systems complicate the tax law and increase the cost of tax cooperation, resulting in tax inefficiency. In this study, the National Tax Act and the laws of the Local Tax Act are integrated and presented. It is proposed that the common provisions should be integrated into a single law and the unique matters should be defined in each of the National Tax Basic Act and Local Tax Basic Act, by comparing and analyzing the provisions of the National Tax Basic Act and the Local Tax Basic Act. The integration of the common elements of the National Tax Basic Act and the Local Tax Act is expected to improve tax efficiency by reducing tax complexity and tax cooperation costs. In addition, the National Tax Act and the Local Tax Act are expected to maintain the characteristics of the National Tax Basic Act and the Local Tax Act when they are specified in the National Tax Basic Act and the Local Tax Basic Act. This study is expected to be a research that can reduce tax inefficiency and help convenience of taxpayer and tax administration.