• Information Systems Review
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• v.21 no.2
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• pp.117-137
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• 2019

In the Big Data era, data science has become popular with the production of numerous data in various domains, and the power of data has become a competitive power. There is a growing interest in unstructured data, which accounts for more than 80% of the world's data. Along with the everyday use of social media, most of the unstructured data is in the form of text data and plays an important role in various areas such as marketing, finance, and distribution. However, text mining using social media is difficult to access and difficult to use compared to data mining using numerical data. Thus, this study aims to develop Korean Natural Language Application (KoALA) as an integrated application for easy and handy social media text mining without relying on programming language or high-level hardware or solution. KoALA is a specialized application for social media text mining. It is an integrated application that can analyze both Korean and English. KoALA handles the entire process from data collection to preprocessing, analysis and visualization. This paper describes the process of designing, implementing, and applying KoALA applications using the design science methodology. Lastly, we will discuss practical use of KoALA through a block-chain business case. Through this paper, we hope to popularize social media text mining and utilize it for practical and academic use in various domains.

• Journal of Digital Convergence
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• v.12 no.1
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• pp.105-114
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• 2014

There are many studies on the adoption intentions for mobile banking. But there are no apparent effect on the popularity of it. This is so because the users have resistance to innovation on Mobile Banking. Therefore, it is necessary to identify empirically the problem of user resistance. In this paper, we identified hindrance factors of mobile banking with previous papers. And then we conducted empirical study by survey reply from undergraduates and graduate students in China. The results of this study are as follows. Social Influence and Perceived Complexity have positive effect on Perceived Risk, and Trust has negative effect on Perceived Risk. Perceived Security and Perceived Protection of Private information have no effect on Perceived Risk. Perceived Risk has effect on User Resistance. The significance of this paper is that financial institutions and telecommunications companies of China could potentially establish new and more accurate strategies based on the resistance factors identified in this paper to gain more profits.

• The Korean Journal of Financial Studies
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• v.8 no.1
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• pp.157-188
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• 2002

본 연구는 우리나라 IPO시장에서 나타나고 있는 초과수익률의 원인을 밝히고자 최근 벤처금융의 중심으로 급부상하고 있는 KOSDAQ시장의 공모 IPO를 대상으로 실증분석을 시도하였다. 연구결과 상장일 표본전체 IPO의 초과수익률(AR1)이 9.91%로 나타났으며, 벤처캐피탈투자 IPO는 5.13%, 비투자 IPO는 13.29%로 나타났다. 상한가의 행진이 종료된 날을 기준으로 한 표본전체 IPO의 초과수익률(AR2)은 30.97%, 벤처캐피탈 투자기업 IPO는 24.34%, 비투자기업 IPO는 34.67%로 나타났다. 초과수익률의 원인을 분석하기 위한 8개의 변수 중 IPO의 수요증감 척도인 KOSDAQ 지수는 초과수익률(AR)과는 양(+)의 관계로, 벤처캐피탈리스트들의 능력 및 가치책정의 행태를 엿볼 수 있는 변수인 본질가치와 공모가액의 차이는 음(-)의 관계로, 사업규모나 자본조달의 크기를 엿볼 수 있는 공모금액의 크기는 양(+)의 관계로 1% 유의수준에서 유의한 것으로 나타났다. 그러나 여타 변수들은 통계적으로 유의성을 확보하지는 못하였으나 초과수익률의 원인이론으로 '신호이론'과 '투기적 거품가설'에 의한 설명이 가능하였으며 분석결과를 다음과 같이 정리할 수 있었다. 첫째, IPO 본질가치에 대한 신뢰와 IPO의 발행규모에 대한 신뢰수준이 통계적으로 유의한 결과로 나타났는바 이러한 결과는 기업가치와 벤처 또는 사업의 계속적 수행 등에 대한 신호역할을 수행하고 있다고 할 수 있으며 상장초기 초과수익률은 주로 이러한 신호역할에 의한 수요집중으로 발생된 결과인 것으로 사료되었다. 둘째, 노련한 벤처캐피탈회사로 선정된 KTB의 투자기업들은 상장 후 4주간의 거래에 있어 AR 평균이 음(-)으로 여타 벤처캐피탈이 투자된 기업보다 손실 폭이 더욱 켰음에도 불구하고 상장일 초과수익률 AR2가 매우 높게 나타나 우리나라 IPO시장에 있어 과민반응(fads) 현상이 존재하고 있는 것으로 분석되었다. 셋째, 벤처캐피탈 투자 IPO의 초과수익률이 상대적으로 낮아 벤처캐피탈 투자여부가 IPO의 저가발행 수준을 축소하고 있어 벤처캐피탈리스트의 제 3자 보증역할이 어느 정도는 수행되고 있는 것으로 분석되었다.

• KDI Journal of Economic Policy
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• v.17 no.1
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• pp.145-176
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• 1995

우리나라 생명보험산업(生命保險産業)은 과거 40여년간의 비약적인 외형성장(外形成長)에도 불구하고 내적(內的)으로는 인위적(人爲的)으로 조성되어 온 과점적(寡占的) 시장체제하(市場體制下)에서 여러가지 문제점이 노정되고 있어, 금융(金融)의 자율화(自律化) 개방화(開放化) 국제화(國際化) 시대(時代)를 맞이하여 대외경쟁력(對外競爭力) 강화(强化)와 내부효율성(內部效率性) 제고(提高)를 위한 본격적인 연구(硏究)가 시급히 이루어져야 할 시점에 섰다. 본(本) 연구(硏究)는 계량적(計量的)인 기법(技法)을 활용함으로써 우리나라 생명보험산업(生命保險産業)의 효율성(效率性)에 관한 실증분석(實證分析)을 시도하여, 내재(內在)하고 있는 문제점(問題點)을 파악하고 이에 대한 발전방안(發展方案)을 제시하고자 하는 데 목적(目的)을 두고 있다. 규모(規模)의 경제성(經濟性)(economies of scale) 분석결과 생명보험회사들이 영업인원(營業人員)에 대한 과다(過多)한 투자(投資)에 상응하는 규모확대(規模擴大)나 효과적인 경비절감(經費節減)을 이루지 못하여 내부적으로 과다인력(過多人力)의 사용으로 인한 경영(經營)의 비효율화(非效率化)가 초래되고 있으며, 대리점(代理店)을 통한 점포정책(店鋪政策)에서도 규모(規模)의 비경제성(非經濟性)이 존재하고 있음을 알 수 있다. 범위(範圍)의 경제성(經濟性)(economies of scope)과 관련해서는 주업무(主業務)인 보험영업업무(保險營業業務)와 부대업무(附帶業務)인 자산운용업무(資産運用業務)간에 비용보완성(費用補完性)(cost complementarity)이 존재하고 있는 것으로 나타나, 자산업무에 대한 적극적(積極的)인 투자(投資)와 효율적(效率的)인 관리(管理)로 업무다변화(業務多邊化)를 추진하여 범위의 경제성을 높이는 것이 바람직하다고 사료된다. 이 밖에 本(본) 논문(論文)의 분석(分析)을 통하여 도출된 우리나라 생명보험산업의 문제점으로 낮은 수익력(收益力), 저생산성(低生産性), 재무구조(財務構造)의 부건전성(不健全性), 비효율적(非效率的)인 자산운용(資産運用), 소비자보호장치(消費者保護裝置)의 미비(未備) 등을 들 수 있으며, 본 논문에서는 이에 대한 업무(業務) 및 제도개선(制度改善)의 구체적인 방향을 제시하고 있다.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.34 no.1
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• pp.305-316
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• 2014

The current global water market has been reshaped with a few multinational water companies, water-specialized companies, and other non-construction companies such as manufacturing and financial companies. Each has different business objectives along with the value chain of water industry. In this context, a SWOT-ANP model is proposed to prioritize strategic alternatives for a non-construction company in Korea and the result is validated through a comparison with the AHP model and real business strategies of the company examined from the recent news reports. The validation was confirmed that the company's strategies are very much similar to the priority list and the rankings of the strategic alternatives are identical with those from AHP model, while the weights are slightly changed from the weights in AHP result.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.1 no.2
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• pp.85-92
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• 2000

Warrants are often described as call potions written tv firms on their own stock. However, a call option is a pure side bet; i.e., none of the cash flows associated with the call's sale or exercise involves the firm. Issuing warrants on the other hand, can affect the firm's aggregate level of investment, composition of its capital structure. and the price of the stock on which warrant can be exercised. The problem of the warrant pricing can be solved by using of multivariate data analysis techniques, such as regression analysis or discriminant analysis, instead of OPM. The value of this approach is that we can evlauate the relative importance of each independent variable which affect a price of a warrant. This study empirically examines the Japanese warrant pricing by multiple regression analysis using a sample or 300 observations traded on Tokyo Stock Exchange during the periods between 1995 and 1996.

• Journal of Global Scholars of Marketing Science
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• v.13
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• pp.29-47
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• 2004

This study examined the determinants of customer satisfaction in credit card service which has grown rapidly. We are interested in the determinants that affect intention of re-use and recommendation for the credit card. And in this study we adopt and extend the customer satisfaction factors presented in the literatures of retail banking services. The results show that the factors of corporate, innovativeness, physical & staff service and fee affect the customer satisfaction of the re-use intention. We also find that additional services, innovativeness and physical & staff service are the factors for the customer satisfaction of the recommendation intention. Finally, we discuss the managerial implications with a direction of future studies.

• Journal of Digital Contents Society
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• v.19 no.3
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• pp.569-577
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• 2018

Near-Field Communication(NFC) is a useful technology that is receiving worldwide attention. NFC mobile payment systems are being developed by many technology companies including financial institutions especially for the public transportation. In this research we find several factors for the intention to adopt NFC payment system. We surveyed 355 respondents who live in Ho Chi Minh city, Vietnam which became more interested by Korean as a post China country to test our research hypothesis. Using Technology Acceptance Model(TAM) we find that the factors of Social influence, Trust, Security, and Users' Convenience play the significant role to the factor of Intention to Use of NFC payment system.

• Journal of the Korea Convergence Society
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• v.9 no.5
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• pp.157-169
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• 2018

The purpose of this study is to investigate the effect of voluntary purchasing motives on insurance consumer satisfaction. The purpose of this study is to investigate the direct and indirect effects of insurance consumption satisfaction including psychological needs of consumers that induce voluntary purchase motivation based on psychological self-determinism theory. The research hypotheses and models were verified through structural equation analysis using online surveys of 1,225 insurance consumers. As a result of the study, the satisfaction of insurance consumption is increased when purchasing by voluntary purchase motive, in which consumers perceive the necessity of purchasing themselves. The positive perception of insurance consumption autonomy and insurance consumption environment increases the motivation to purchase voluntarily, Respectively. Through this study, it is suggested that excessive marketing of insurance companies and self-confidence of insurance consumers may hinder insurance consumption satisfaction and education of consumption attitudes of financial consumers to raise awareness of autonomous rights and responsibilities of insurance consumers.

• The Journal of the Korea Contents Association
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• v.15 no.6
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• pp.445-454
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• 2015

The purpose of this study is to analyze the influence of the financial structure of pharmaceutical companies on R&D investment. 358 pharmaceutical firms listed in the KOSDAQ market from 2000 to 2012. Financial statements and comments in general and internal transactions were extracted from TS-2000 of the Korea Listed Company Association (KLCA), and data related to stock price was extracted from KISVALUE-III of NICE Information Service Co., Ltd. STATA 12.0 was used as the statistical package for panel analysis. The summary of the findings and the interpretation of the significance of this are as follows: First, the shareholding ratio of major shareholders and foreigners had a positive influence on R&D investment. Second, the ratio of outside directors had a negative influence on R&D investment. Third, the shareholding ratio of institutional investors did not have a significant influence on R&D investment.