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Evaluating Stock Value using Data Envelopment Analysis (자료포괄분석(DEA)을 이용한 주식의 가치 평가)

  • Kim, Bum-Seok;Kim, Myung-S.;Min, Jae-H.
    • Korean Management Science Review
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    • v.28 no.3
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    • pp.61-72
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    • 2011
  • This study suggests a DEA(Data Envelopment Analysis) based model to evaluate the value of corporate stock. The model integrating PER(Price-Earning Ratio), PBR(Price-BookValue Ratio), PSR(Price-Sales Ratio) and volatility in DEA structure has an advantage of overcome the limitation of traditional financial ratio based models. In order to show the effectiveness of the suggested model. we compare the performance of portfolio composed by DEA approach with those of portfolios made by traditional approaches such as PER, PBR, and PSR in terms of stock return and volatility. Specifically, we use the data of all the enterprises listed on the S&P 500 in the U.S. in 2007 and 2009 as the sample data for the experiments. The results of the experiments show that the performance of the DEA approach is clearly better than those of other approaches. Particularly, in sharply plummeting market, the performance of the DEA approach is shown to be prominently better than those of other approaches as the DEA approach reflects investment risk as well as profitability and growth. The DEA score combining the existing investment indices may serve as a useful barometer for selecting a stable and profitable portfolio.

The Measurement of Foreign Direct Investment Index to the Korean Manufacturing Industry (한국 제조업에 대한 외국인직접투자지수의 측정)

  • Choi, Dong-Soo
    • International Commerce and Information Review
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    • v.11 no.3
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    • pp.391-408
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    • 2009
  • This study first designates the factors affecting Foreign Direct Investment (FDI) in order to analyze the FDI in Korea, and calculates the Korean FDI index by using various designated variables and by applying Factor Analysis Technique. In addition, it attempts to understand the influence wielded by the foreign investment variables of foreign multinationals on FDI in Korea, by setting to analyze & verify Environmental Factors and the overall model based on FDI in Korea. Through an emprical analysis of USA, Japan, EU, China, as our hypothesis, we could verify that the positive effects(+) among the decisive factors of FDI in Korea include the market size, the mean earning rate of domestic manufacturing industries, and the marketing capacities of foreign corporations, while the negative effects(-) include the ratio of taxation on domestic manufacturing industries. Other FDI factors have various effects on each, so some factors show the same effects as the hypothesis while others show separate effects. In addition, the only nation for which the effects of FDI factors in Korea coincide with the hypothesis completely is the USA, while other nations (such as Japan, EU, China) have some effects that conform to the hypothesis, but other effects do not accord with it.

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A Study on Financial Ratio and Prediction of Financial Distress in Financial Markets

  • Lee, Bo-Hyung;Lee, Sang-Ho
    • Journal of Distribution Science
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    • v.16 no.11
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    • pp.21-27
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    • 2018
  • Purpose - This study investigates the financial ratio of savings banks and the effect of the ratio having influence upon bankruptcy by quantitative empirical analysis of forecast model to give material of better management and objective evidence of management strategy and way of advancement and risk control. Research design, data, and methodology - The author added two growth indexes, three fluidity indexes, five profitability indexes, and four activity indexes CAMEL rating to not only the balance sheets but also the income statement of thirty savings banks that suspended business from 2011 to 2015 and collected fourteen financial ratio indexes. IBMSPSS VER. 21.0 was used. Results - Variables having influence upon bankruptcy forecast models included total asset increase ratio and operating income increase ratio of growth index and sales to account receivable ratio, and tangible equity ratio and liquidity ratio of liquidity ratio. The study selected total asset operating ratio, and earning and expenditure ratio from profitability index, and receivable turnover ratio of activity index. Conclusions - Financial supervising system should be improved and financial consumers should be protected to develop saving bank and to control risk, and information on financial companies should be strengthened.

Characteristics of Domestic Distribution Environment for Parcel Delivery Service of Fruits (국내 과실의 택배 유통환경 특성)

  • Jung, Hyun Mo;Kim, Su Il
    • KOREAN JOURNAL OF PACKAGING SCIENCE & TECHNOLOGY
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    • v.21 no.2
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    • pp.61-65
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    • 2015
  • Agricultural products packaged for transportation are put in the various dangerous environments owing to the damage factors like vibration, shock, compression, climate etc. under the distribution process. On fruits packaging for transportation, especially, the shock and vibration is considered as the most important damage factors. A major cause of shock damage to fruits is drops during manual handling. Especially, the damages of fruits during the parcel delivery service are very serious. The parcel delivery services of fruits are increasing and contribute to increasing of farm house earning. Also, the freight vehicle is mostly used to transport the fruits. Shock and impact generated by the freight vehicle may give serious damage to fruits. The optimum packaging design of parcel delivery service of fruits during transportation is required to reduce the fruits damages. In order to design the packaging system for parcel delivery service of fruits considering the transportation environment, the comprehension of characteristics for vibration and shock generated by manual handling and acting on transportation vehicles under various road conditions and loading methods is required. This research was performed to analyze the shock characteristics, acceleration level and power spectral density (PSD) during the parcel delivery service of fruits. The overall level of recommended PSD profile in a specific transportation of parcel delivery service for fruits was $0.63G_{rms}$.

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The Selection of CRM Systems in Financial Institution Using the Analytic Hierarchy Process (AHP를 이용한 금융기관의 CRM 시스템 선정)

  • Hong, Tae-Ho;Kim, Eun-Mi;Suh, Bo-Mil
    • The Journal of Information Systems
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    • v.17 no.2
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    • pp.137-154
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    • 2008
  • Customer Relationship Management (CRM) is indispensable for companies in recent business environment, in which the customers are recognized as more valuable asset to increase the earning power of enterprise. For gaining competitive advantage, most companies want to maintain existing customer relationships and generate more profits with customers through long-term relationships. In this study, we developed the models which are designed to select CRM systems in financial institution, which is one of competitive sectors and undergoes rapid changes due to M&A(Merger and acquisition), innovation and reengineering in Korea. The selection model of CRM systems for financial institution was developed utilizing the Analytic Hierarchy Process (AHP) and the expert's knowledge were built up of three groups; researcher group, developer group, and user group. We found that there are significant deferences for the weights of criteria in our selection model according to the kind of experts. This study provides helpful guidance on how to assign appropriate weights to each criteria in selection models when financial institution introduce the CRM systems.

An Enhanced Fuzzy Single Layer Perceptron for Image Recognition (이미지 인식을 위한 개선된 퍼지 단층 퍼셉트론)

  • Lee, Jong-Hee
    • Journal of Korea Multimedia Society
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    • v.2 no.4
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    • pp.490-495
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    • 1999
  • In this paper, a method of improving the learning time and convergence rate is proposed to exploit the advantages of artificial neural networks and fuzzy theory to neuron structure. This method is applied to the XOR Problem, n bit parity problem which is used as the benchmark in neural network structure, and recognition of digit image in the vehicle plate image for practical image application. As a result of the experiments, it does not always guarantee the convergence. However, the network showed improved the teaming time and has the high convergence rate. The proposed network can be extended to an arbitrary layer Though a single layer structure Is considered, the proposed method has a capability of high speed 3earning even on large images.

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Analysis of Jacobian and Singularity of Planar Parallel Robots Using Screw Theory (스크류 이론을 이용한 평면형 병렬로봇의 자코비안 및 특이점 해석)

  • Choi, Jung-Hyun;Lee, Jeh-Won;Lee, Hyuk-Jin
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.36 no.11
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    • pp.1353-1360
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    • 2012
  • The Jacobian and singularity analysis of parallel robots is necessary to analyze robot motion. The derivations of the Jacobian matrix and singularity configuration are complicated and have no geometrical earning in the velocity form of the Jacobian matrix. In this study, the screw theory is used to derive the Jacobian of parallel robots. The statics form of the Jacobian has a geometrical meaning. In addition, singularity analysis can be performed by using the geometrical values. Furthermore, this study shows that the screw theory is applicable to redundantly actuated robots as well as non-redundant robots.

A Study on Residential Furniture Layout Preference Characteristics with the Personal Types (거주자의 성격유형별 가구배치의 선호특성에 관한 연구)

  • Kim Nam-Hyo;Suh Jeong-Yeon;Lee Sang-Ho
    • Korean Institute of Interior Design Journal
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    • v.14 no.6 s.53
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    • pp.244-251
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    • 2005
  • With the development of cognitive science and environmental psychology, there have been growing researches and discussions on the relationship between the residential design preferences and personality types. MBTI personality types have been earning popular credibility. MBTI means Myers-Briggs Type Indicator. It is based on Carl Jung's theory of psychological type. This study is based on Myers-Briggs theory to explain residential furnishing preference and explores the relationship between the four bi-polar personality types-Extroversion/Introversion, Sensing/Intuition, Thinking/Perceiving and residential furnishing preference. These tests were conducted to two hundred and twelve adult residents who live in Seoul, Korea. These tests were analyzed several significances by Chi-Square with SPSS for windows software. (E) Extroverted residents prefer layouts for interaction with guests. (I) Introverted residents prefer centripetal layout around the bed. (S) Sensing residents prefer practical and functional layouts. (N) Intuitive residents prefer personal and conceiving layouts. (T) Thinking residents prefer for attribute of space. (F) Feeling residents for familiar conversation. (J) Judging residents prefer systematic and complete layouts. (P) Perceiving residents prefer adaptable and flexible layouts. In conclusion, personality types can have a determining role in preference of residential furnishing layouts. This study suggests that residential designers should take into account clients' personality types prefer effective designing and should provide a variety of alternatives reflecting clients' preferences. This will promote clients' pleasantness and satisfaction in dwelling at home.

Research about cause of injury and Treatment for Tennis Club Enthusiasts Athletic (테니스 동호인의 상해 원인과 치료 실태에 관한 연구)

  • Jeon, Jae Keun;Lee, Sam Cheol;Kim, Bong Hwan
    • Journal of Korean Physical Therapy Science
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    • v.20 no.1
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    • pp.51-60
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    • 2013
  • The purpose of this survey was to investigate the exercise injuries and its care methods of members in amateur tennis clubs. 176 questionnaires were surveyed from tennis players who were exercising at 6 tennis club ranges in J city, Korea. The interesting variables were parts, time slots, causes, treatments of injuries, which were analyzed based on the general and exercise characteristics of surveyees, a gender, an age, an exercise career, an exercise time, an occupation, an average earning. The results of this study were as follows: 1) In the results of analyses for the injury parts, the upper bodies injuries were more than lower body ones, the injury of back and lumbus had the highest rate among upper body injuries. In twenties, the number of injury had highest rate. 2) The main cause of injury was the carelessness of one's own. The most injury by the carelessness of one's own was a reason for a lack of warm-up. 3) The first emergency manager for the injury was mostly oneself.

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Corporate Social Responsibility and Financial Reporting Quality: Evidence from Korean Retail Industry

  • KIM, Sang-Su;LEE, Jeong-Hwan
    • Journal of Distribution Science
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    • v.17 no.6
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    • pp.33-42
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    • 2019
  • Purpose - We investigate whether a firm's engagement in socially responsible activity affects the quality of financial reporting within the retail industry of Korean market. Recent studies argue that more socially responsible firms tend to show a better quality of financial reporting. Research design, data, and methodology - We use a variety of proxy variables related to the use of discretionary accruals and real activity manipulation to measure the quality of financial reporting. The total of environmental, social and governance score is used to represent the degree of socially responsible activity in the retail industry. We use regression models to examine whether more socially responsible firms show a higher quality of financial reporting. The sample of publicly traded Korea retail firms is analyzed from 2011 to 2016. Results - Our analysis finds supporting evidence for limited earning management via the use of discretionary accruals. We find, however, no significant relationship between the degree of social responsibility and the quality of financial reporting within chaebol affiliates unlike non-chaebol affiliates. Conclusions - Our results weakly support a better quality of financial reporting for more socially responsible firms. The results highlight the importance of firm characteristics in deciding the effect of socially responsible activity on corporate policies.