• Title/Summary/Keyword: Management consulting

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Korean Collective Intelligence in Sharing Economy Using R Programming: A Text Mining and Time Series Analysis Approach (R프로그래밍을 활용한 공유경제의 한국인 집단지성: 텍스트 마이닝 및 시계열 분석)

  • Kim, Jae Won;Yun, You Dong;Jung, Yu Jin;Kim, Ki Youn
    • Journal of Internet Computing and Services
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    • v.17 no.5
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    • pp.151-160
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    • 2016
  • The purpose of this research is to investigate Korean popular attitudes and social perceptions of 'sharing economy' terminology at the current moment from a creative or socio-economic point of view. In Korea, this study discovers and interprets the objective and tangible annual changes and patterns of sociocultural collective intelligence that have taken place over the last five years by applying text mining in the big data analysis approach. By crawling and Googling, this study collected a significant amount of time series web meta-data with regard to the theme of the sharing economy on the world wide web from 2010 to 2014. Consequently, huge amounts of raw data concerning sharing economy are processed into the value-added meaningful 'word clouding' form of graphs or figures by using the function of word clouding with R programming. Till now, the lack of accumulated data or collective intelligence about sharing economy notwithstanding, it is worth nothing that this study carried out preliminary research on conducting a time-series big data analysis from the perspective of knowledge management and processing. Thus, the results of this study can be utilized as fundamental data to help understand the academic and industrial aspects of future sharing economy-related markets or consumer behavior.

A Study on Increasing Security Following Mutual Interaction and Integration of Dualized Security Category between Information Security and Personal Information Protection (정보보안과 개인정보보호 간의 이원화 보안범주의 상호연계 및 통합에 따른 보안성 증대에 대한 연구)

  • Seo, Woo-Seok
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.3
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    • pp.601-608
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    • 2018
  • While the legislation on the protection of personal information in public institutions was enacted and amended, the guidelines and laws on information security were focused, contracted and realized with focus on specific institutions. Mutual laws and guidelines have been applied and realized for the dual purpose of securing both the asset of macroscopic information and the asset of personally identification information, which are mutually different media information. However, in a bid to present the definition and direction of the fourth industrial revolution in 2017, a variety of products and solutions for security designed to ensure the best safety line of the 21st century, and the third technology with the comprehensive coverage for all these fields, a number of solutions and technologies, including IOT(: Internet of Things), ICT Internet of Things(: ICT), ICT Cloud, and AI (: Artificial Intelligence) are pouring into the security market as if plastic doll toys were manufactured in massive scale into the market. With the rising need for guaranteeing the interrelation for securities with dualistic physical, administrative, logical and psychological differences, that is, information security and personal information security that are classified into two main categories and for the enhanced security for integrated management and technical application, the study aims to acquire the optimal security by analyzing the interrelationship between the two cases and applying it to the study results.

The Relationship Between Expenditures for Information Technology and Organizational Performance : Empirical Evidence From Korean and American Firms (정보기술(情報技術) 지출(支出)이 조직의 경영성과(經營成果)에 미치는 영향(影響) : 한.미(韓.美) 기업(企業)을 대상으로 한 실증연구(實證硏究))

  • Kim, Chang-Su
    • Asia pacific journal of information systems
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    • v.7 no.1
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    • pp.25-48
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    • 1997
  • This study examines whether expenditures in information technology (IT) are associated with increases in the Tobin's q ratios a measure of organizational performance. It uses two groups of sample, Korean and American firms that disclose IT expenditures. For the all-firms group of each country, the association between IT expenditures and Tobin's q ratios is positive and statistically significant. But the association varies among industries. For Korean firms, IT expenditures appear to increase Tobin's q ratios for the machine and equipment manufacturing industry group (SIC3-2). IT expenditure ratio of this group as a percent of total sales is highest among the industry groups. For all service industry groups(SIC4&5), the estimated coefficient of IT expenditures is positive but statistically insignificant. For American firms IT expenditures in most of the manufacturing industry groups appear to increase only a little, if at all, for the Tobin's q ratios. But IT expenditures appear to have a greater impact on Tobin's q ratios for all service industries (SIC4-7). For three service industries tested (transportation and telecommunication- SIC4, financial- SIC6, consulting and other service industry- SIC7), the estimated coefficient of IT expenditures is positive and statistically significant. The evidence from both Korean and American firms suggests that IT expenditures in service industries provide a greater impact on an organizational performance than ones in manufacturing industry. To test whether service industries use a competitive strategy utilizing IT as a core competence, the samples ore divided into two groups, service and manufacturing industry. For Korean firms, both IT and R&D expenditures in manufacturing industry are associated with increases in Tobin's q ratios. But for service industry, the estimated coefficient of only IT expenditure is positive. For American firms, the estimated coefficients of both IT and advertising and R&D (ARD) expenditures in manufacturing industry are positive but the coefficient of only ARD is statistically significant. For service industry, the estimated coefficient of only IT expenditure is positive and statistically significant. The evidence may suggest that manufacturing industry uses both R&D and IT strategies to increase a competitive advantage but uses R&D strategy as a core competence. However, service industry uses IT strategy as a core competence to increase a competitive advatage.

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Numerical simulation of the change in groundwater level due to construction of the Giheung Tunnel (기흥터널 건설에 따른 지하수 변화 수치모델링)

  • Lee, Jeong-Hwan;Hamm, Se-Yeong;Cheong, Jae-Yeol;Jeong, Jae-Hyeong;Kim, Ki-Seok;Kim, Nam-Hoon;Kim, Gyoo-Bum
    • The Journal of Engineering Geology
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    • v.20 no.4
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    • pp.449-459
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    • 2010
  • We performed numerical simulations of the excavation of an underground structure (the Giheung Tunnel) in order to evaluate the rate of groundwater flow into the structure and to estimate the groundwater level around the structure. The tunnel was constructed in Precambrian bedrock in Gyeonggi Province, South Korea. Geological and electrical resistivity data, as well as hydraulic test data, were used for the numerical modeling. The modeling took into account the strike-slip faults that cross the southern part of Giheung Tunnel, as these structures influence the discharge of groundwater into the tunnel. The transient modeling estimated a groundwater flow rate into the tunnel of $306\;m^3$/day, with a grout efficiency of 40%, yielding good agreement between the calculated change in groundwater level (6.20 m) and that observed (6.30 m) due to tunnel excavation.

Evaluation of Current Coding Practices in 3 University Hospitals (3개 대학병원의 주 진단 코딩사례 평가)

  • Seo, Sun Won;Kim, Kwang Hwan;Pu, Yoo Kyung;Suh, Jin Sook;Seo, Jeong-Don;Park, Woo-Sung;Yoon, Seok Jun;Lee, Young Sung;Lee, Moo-Sik;Chung, Hee-Ung
    • Quality Improvement in Health Care
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    • v.9 no.1
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    • pp.52-64
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    • 2002
  • Background : Coding of principal diagnosis is essential component for producing reliable health statistics. We performed this study to evaluate the current practice of principal diagnoses determination and coding, and to give some basic data to improve coding of principal diagnosis. Method : Nineteen medical record administrators (MRAs) of 3 university hospitals participated in coding principal Dx. from August 1, 2001 to August 31, 2001. From each hospital, 10 medical records of patients with high frequency disease were selected randomly. Each 10 medical records were grouped into three (A. B, C). Then, these 30 medical records were given to each MRAs for coding. At the same time questionnaire was given to each of them. Questions were to prove how they decide and code the principal diagnosis among many current diagnoses; how they decide and code the principal diagnosis when they see irrelevant diagnosis recorded as the principal diagnosis in medical record, when only tentative diagnoses were recorded without final diagnosis, and when different diagnoses were recorded in different sheets of same record. Agreement of coding among 3 hospitals were compared and survey results were analysed with SAS 6.12. Results : Agreement of coding was found in medical records 5-6 of each 10 medical records. Causes of disagreement were as follows. Difference of clinician's opinion from each hospital; mixed use of guideline from KCD-3 and guideline from DRG; difference in 4th digit classification according to the absence of pathology report in the medical record; difference of abbreviations among hospitals. 57.9% of MRAs selected the principal diagnosis recorded by physician, 42.1% of MRAs decided principal diagnosis after consulting to KCD-3 guideline. When there were difficulties in determining the principal diagnosis, 42.1% of MRAs decided principal diagnosis after discussion with the physician, 26.3% after discussion with fellow MRAs. Conclusion : There were differences in codings among hospitals. To minimize the difference, we suggest the development of disease-specific guidelines for coding in addition to the current general guideline such as KCD-3. To do this, Coding Clinic which can produce guidelines is needed.

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Domestic Restrictions on the Opening of Retail Stores

  • Yoon, Myoung-kil;Kim, Yoo-oh;Lee, Min-kweon;Nam, Kung-sok
    • Journal of Distribution Science
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    • v.4 no.1
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    • pp.121-140
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    • 2006
  • This study has explored a number of problems arising from distribution restrictions and the ways to improve efficiency. As matters stand, since the cooperation between larger stores and local retailers is limited due to the nature of the market, the current situations call for bottom up restrictions such as the active promotion of smaller merchants and traditional marketplaces, the enhancement of the competitiveness of smaller merchants and manufacturers through the establishment of a customized consulting support program for individual shops, and the continual support for traditional marketplaces with facilities and management modernization. The government should maintain the optimal balance between the efficiency and effectiveness of the distribution industry through such bottom up restrictions as shown above, rather than the top down restrictions primarily relying on the hurdles to the establishment of stores. The problems raised in this study include: (i) the decline of traditional marketplaces and the alleged over saturation of stores; (ii) the possible abuse of indiscreet restrictive measures; (iii) the harmful effects of the monopoly or oligopoly by larger distributors; and (iv) the lack of systematic programs to promote development. The ways to improve efficiency are: (i) the establishment of the policies to specialize and nurture traditional marketplaces; (ii) the effort to prevent the injury arising from monopoly; (iii) the two tire strategies for the coexistence of larger and smaller businesses; and (iv) the administration of joint sales promotion and training.

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Vitalization Strategy Research of Private Modern Dance Organizations: Centered on The Importance of Experts and Urgency Assessment (민간 현대무용단의 활성화 전략 연구: 전문가 중요도 및 시급성 평가를 중심으로)

  • Kim, Gyu-Jin
    • Journal of Digital Convergence
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    • v.18 no.11
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    • pp.527-538
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    • 2020
  • This research measures the urgency and importance listening to experts' opinions as a proposal for vitalization of folk modern dance groups. Firstly, the open type FGI(Focus Group Interview) was implemented for five groups of an expert by applying the new industry foster theory, and total 24 types of second questionnaire were developed through importantly referred or repeated contents. They were distributed to 20 people including a dance group representative, a planner, a university professor and etc to measure experts' importance and urgency. In the research result, For big list, Financial aid for both importance and urgency appear first, and for comparative analysis of importance and urgency for small list, differences in infrastructure construction are shown. "expansion of dance program's advertisement channels" and "rank 1" appeared in "Secure space for dancers". Suggestions for analyzing such results are as follows. It is shown that "detailed financial aid for the operation of dance groups" and etc in the aspect of financial aid, "the employment of professional human resources including design and producing etc" in that of performance and education related production development, "training a dancer who can assimilate a complex genre" in that of manpower training, "arrangement of exclusive space for a dance group" in that of infrastructure building, and "the employment of professional human resources including design and producing etc" in that of consulting support are important and urgent matters considered by experts.

A study on the relevant market definition of online search advertising - Focusing on Naver, Korean Search & Portal service provider - (온라인검색광고시장의 시장획정에 관한 연구 - 검색포털사업자 네이버를 중심으로 -)

  • Cho, Dae-keun
    • Journal of Internet Computing and Services
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    • v.18 no.4
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    • pp.109-119
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    • 2017
  • This paper is to analyse empirically using the data collected from Korea portal Naver's ad management system and show online ad platform may not be two-sided market. It is aim of this study to propose the appropriate approach to define the market, based on the empirical result. Here are two research questions to be reviewed. First, is there any consistency between business model of search advertising and definition of two-sided market which Rochet-Tirole proposed in 2006? Second, do indirect network externalities exist significantly in search advertising market? if so, this study is going to estimate the level of it through empirical measurement. Based on Luchetta's paper which suggested that google may be one-sided market, it performed the correlation & regression analysis to prove his suggestion. The result is that online search advertising costs increased by more than 50 won when advertisers increased by one unit. However, there was no significant correlation and regression between the search frequency and online search advertising cost. It means that there is little possibility to identify two-sidedness in online search advertising service(market) because of no(or little) indirect network externalities which are a necessary condition for two-sided market. This result has three implications, such as the availability to adapt traditional market definition tools to online search advertising market, the possibility enhancement to find the fundamental competition elements in defined market and promotion of the powers of persuasion in competitive market reality. It is significant that the gap between legal scholars including regulatory practitioners and economists can be overcome to some extent. who have shown the different perspective on the two-sided market.

Research on the Changes of Beginning Science Teachers' Teaching through a Mentoring Program (멘토링 전후의 초임 과학교사의 수업 특징 변화)

  • Kwak, Young-Sun
    • Journal of the Korean earth science society
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    • v.31 no.4
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    • pp.403-417
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    • 2010
  • In this research, we investigated the effect of a mentoring program implemented in science classrooms taught by beginning teachers in order to support their professional development. As a baseline data, we examined the characteristics of beginning science teachers' teaching. Then we explored any changes in mentee teachers' teaching with the implementation of a mentoring program. The three mentor-mentee pairs participated in this study. We explored six teachers' classroom teaching episodes with their videotaped classroom teaching. Using open-ended interviews and group discussions taking place on a regular basis to analyze and compare classes of six teachers, we extracted the beginning teachers' teaching characteristics in light of teaching strategies. The common features of the participated mentee teachers' teaching are analyzed in terms of (1) classroom culture and management, (2) classroom discourse, and (3) science experiments. Through mentoring, mentee teachers recognized that increased and enriched classroom dialogues had an effect on students' content understanding. Mentee teachers also acknowledged not only the necessity of laboratory activities but also the roles and ways of managing the science activities. Ways to help beginning teachers develop instructional professionalism are discussed.

The Meteorological Themes Selection for the Site Selection of Protected Horticulture Complex in Saemanguem (새만금 시설원예단지 적지선정을 위한 기상환경 주제선정)

  • Kang, Dong Hyeon;Lee, Si Young;Kim, Jong Koo;Choi, Hong Ki;Park, Min Jung;Yeon, Je Sung;Son, Jin Kwan
    • Journal of Bio-Environment Control
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    • v.24 no.4
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    • pp.287-295
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    • 2015
  • This study was conducted to find the suitability site selection for the construction of Saemangeum horticulture complex taking into account cost-effective environmental management by analyzing and comparing meteorological conditions. The study sites were regions around the Saemangeum area in which the development of an industrial complex extending 28,300 ha is planned. We collected meteorological data in 12 candidate sites and established a rating scheme and thematic maps. We selected ten themes by consulting experts using a questionnaire. Selected ten themes is Summer, 20 days max. temp. mean, Winter, 20 days min. temp. mean, Summer, 90 days temp. mean, Winter, 90 days temp. mean, Year-round, max. wind velocity, Year-round, wind velocity mean, Winter, 90 days solar radiation mean, Year-round, number of foggy days, Year-round, 1 day max. rainfall and Spring. 90 days humidity mean. And we set ratio-based weights for the evaluation parameters.