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Management Efficiency Estimation of Social Enterprises with Data Envelopment Analysis (사회적 기업의 자료포락분석(DEA)을 통한 경영효율성 평가)

  • Lee, Sang-Yun;Lim, Sungmook;Chae, Myungsin
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.40 no.2
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    • pp.121-128
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    • 2017
  • This paper was to evaluate social enterprises' management efficiency with Data Envelope Analysis (DEA). The data was based on the 168 social enterprises' of annual performance reports published in 2015. The research focused on to measure both financial efficiency and social impact of the companies simultaneously. To apply DEA, the paper classified the enterprises into seven types based on types of socal impacts which each company provides before the estimation of the efficiency. The research results showed that group D, which employes disadvantaged people, provides social services and shares resources was the most efficient group and had higest net worths in Pure Technical Efficiency. In contrast, Group B, which only employs social advantage people and provides social service, was the least efficient one. The research suggests a practical and efficient framework in measuring social enterprises' management efficiency, including both the financial performance and social impacts simultaneously with their self-publishing reports. Because the Korea Social Enterprise Promotion Agency does not open business reports which social enterprises submit each year, there are basic limitations on researchers attempting to analyse with data from all social enterprises in Korea. Thus, this study dealt with only 10% of the social enterprises which self-published their performance report on the Korea Social Enterprise Promotion Agency's web site. Regardless of these limitations, this study suggested substantial methods to estimate management efficiency with the self-published reports. Because self-publishing is increasing each year, it will be the main source of information for researchers in examining and evaluating social enterprises' financial performance or social contribution. The research suggests a practical and efficient framework in measuring social enterprises' management efficiency, including both the financial performance and social impacts simultaneously with their self-publishing reports. The research results suggest not only list of efficient enterprises but also methods of improvement for less efficient enterprises.

A longitudinal association analysis between the diffusion of ICT and the spatial concentration of plastic surgery clinics in Gangnam-Gu (ICT 확산과 성형외과의 강남구 집중화 현상사이의 종단적 연관성 분석-웹 속성을 중심으로)

  • Cho, Yeong Bin;Lee, Seok Kee
    • Journal of Digital Convergence
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    • v.12 no.11
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    • pp.123-131
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    • 2014
  • The concentration phenomenon in physical space has taken place along with the proliferation of ICT in South Korea, especially the concentration in Gangnam_Gu district of plastic surgery clinics. In this study, we examine longitudinally whether the proliferation of ICT is related with the concentration in the physical space: focused plastic surgery clinics in Gangnam_Gu district. To do this, we extend the previous study(Cho and Choi, 2012). We examine the homogeneity between websites of plastic surgery clinics in Gangnam_Gu and those besides Gangnam_Gu plastic surgery's website. Multiple Discriminant Analysis (MDA) technique is mainly used for this analysis. The 401 sample websites in 5 years from 2006 to 2011 are mainly investigated. As a result, plastic surgery websites in Gangnam_Gu are not homogeneous than those of elsewhere with significance during 5 years consistently. Therefore, we can conclude that the expansion of ICT has an association with the spatial concentration of plastic surgery in Gangnam_Gu.

Same music file recognition method by using similarity measurement among music feature data (음악 특징점간의 유사도 측정을 이용한 동일음원 인식 방법)

  • Sung, Bo-Kyung;Chung, Myoung-Beom;Ko, Il-Ju
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.3
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    • pp.99-106
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    • 2008
  • Recently, digital music retrieval is using in many fields (Web portal. audio service site etc). In existing fields, Meta data of music are used for digital music retrieval. If Meta data are not right or do not exist, it is hard to get high accurate retrieval result. Contents based information retrieval that use music itself are researched for solving upper problem. In this paper, we propose Same music recognition method using similarity measurement. Feature data of digital music are extracted from waveform of music using Simplified MFCC (Mel Frequency Cepstral Coefficient). Similarity between digital music files are measured using DTW (Dynamic time Warping) that are used in Vision and Speech recognition fields. We success all of 500 times experiment in randomly collected 1000 songs from same genre for preying of proposed same music recognition method. 500 digital music were made by mixing different compressing codec and bit-rate from 60 digital audios. We ploved that similarity measurement using DTW can recognize same music.

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A Study on the Relation of Top-N Recommendation and the Rank Fitting of Prediction Value through a Improved Collaborative Filtering Algorithm (협력적 필터링 알고리즘의 예측 선호도 순위 일치와 ToP-N 추천에 관한 연구)

  • Lee, Seok-Jun;Lee, Hee-Choon
    • Journal of Korea Society of Industrial Information Systems
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    • v.12 no.4
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    • pp.65-73
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    • 2007
  • This study devotes to compare the accuracy of Top-N recommendations of items transacted on the web site for customers with the accuracy of rank conformity of the real ratings with estimated ratings for customers preference about items generated from two types of collaborative filtering algorithms. One is Neighborhood Based Collaborative Filtering Algorithm(NBCFA) and the other is Correspondence Mean Algorithm(CMA). The result of this study shows the accuracy of Top-N recommendations and the rank conformity of real ratings with estimated ratings generated by CMA are better than that of NBCFA. It would be expected that the customer's satisfaction in Recommender System is more improved by using the prediction result from CMA than NBCFA, and then Using CMA in collaborative filtering recommender system is more efficient than using NBCFA.

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Content Analysis of Questions Related to Breast Cancer Raised through Internet Counseling in Korea (유방암 관련 인터넷 상담 질문에 대한 내용분석)

  • Yi, Myung-Sun;Noh, Dong-Young;Kim, Kum-Ja;Yih, Bong-Sook
    • Asian Oncology Nursing
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    • v.7 no.2
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    • pp.119-130
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    • 2007
  • Purpose: The purpose of this study was to analyze the data regarding questions raised by women with breast cancer through Internet counseling in Korea. Methods: The data were collected from one internet web-site, providing counseling by physicians. A total of 617 questions were analyzed by content analysis method. Results: About 90 percent of the counselees were patients themselves. But most of the general and health-related characteristics of them were not known from the data. As a result of content analysis, 617 questions were grouped into 9 major categories. The most common major category was identified as "life after treatment" (212 questions, 34.2%), followed by "chemotherapy" (139 questions, 22.3%) and "hormone therapy" (115 questions, 18.9%). Questions regarding "physical symptoms" were the most frequent one in the major categories of "life after treatment", "chemotherapy", and "radiotherapy", while questions regarding "psychological problems" were the least. Conclusion: The findings of this study indicate that it is important for health professionals to provide continuous on-line informational support to women with breast cancer, even after all the treatment is over, especially focusing on physical symptoms. In addition, off-line program needs to be reinforced to provide emotional support that is not well delivered by on-line program.

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Social Motivational Factors Influencing the Intention to Use of Blog (블로그 사용의도에 영향을 미치는 사회 동기적 요인)

  • Hong, Seok-In;Choi, Hee-Jae;Lee, Zoon-Ky
    • The Journal of the Korea Contents Association
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    • v.10 no.1
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    • pp.122-137
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    • 2010
  • Blogs are a new type of media that have recently become popular on the World Wide Web and have influence throughout society. The purpose of this study is to examine social motivations influencing intention of blog usage. Based on Technology Acceptance Model and Motivation Theory, this study considered perceived usefulness, perceived ease of use, reputation, reciprocity, enjoyment of helping, social identity as the determinants of influencing the intention to use of blog. The suggested model was empirically evaluated using online survey data collection from 342 users of popular blog site in Korea (NAVER Blog, Cyworld minihompy, Daum Blog, and Yahoo Blog). The results revealed that perceived usefulness, perceived ease of use, reciprocity, and social identity affect directly the intention of blog usage. Furthermore, social identity has moderate effect via reciprocity and enjoyment of helping on blog usage. This study contributes to a theoretical understanding of the factors as social motivation that affects the usage of blogs. Also, the results of this study provide blog service providers useful strategic insights and service guidelines to enhance user's intention of blogs practically.

Automation of Inventory Checking System for Outdoor Warehouse (야외창고 재고실사 자동화를 위한 시스템 개발)

  • Bae, Sung Moon;Han, Kwan Hee;Lee, Hwa Yong;Hong, Kum Suk
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.41 no.3
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    • pp.138-144
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    • 2018
  • Inventory inspection is an important task to eliminate the inconsistency between real assets and inventory management systems, and it is performed periodically at the site. In the case of a large-sized property, it is mainly managed in an outdoor workshop or a warehouse. However, due to the large area of the outdoor area, it is relatively difficult to identify the quantity and location of the property and is also vulnerable to theft. To solve this problem, we proposed a method and system for performing a warehouse inventory inspection using an unmanned aerial vehicle (UAV) and Bluetooth low energy (BLE) beacons. The proposed method has the following advantages. First of all, if we carry out inventory inspection by utilizing UAV, we can minimize user's effort compared to existing methods. The method of recognizing the asset by attaching the BLE beacon is more costly than using the existing RFID technology, but it is advantageous because the recognition distance is increased and the battery life of the tag is drastically increased. We also designed a BLE beacon reader for the system and implemented a prototype to show the feasibility of the proposed system. The prototype is based on Genuino 101, which is a kind of arduino, and adds HM-10 and Neo-6m modules to provide Bluetooth and GPS functions. The BLE beacon reader was tested in outdoor, and attached in drone. We also developed an inventory checking system based on the web to display results of inventory checking. The proposed approach enables the users to automate the operation of inventory checking on an outdoor warehouse.

Developing the Total Quality Management System of Teaching and Learning Materials (교수·학습자료 질 관리 시스템의 개발)

  • Kang, Shin-Cheon
    • The Journal of Korean Association of Computer Education
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    • v.7 no.4
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    • pp.121-129
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    • 2004
  • If we followed to be based on the result of survey for researching on the actual condition about e-Learning of the MOE(2004), the critical problem has been suggested managing the quality of teaching and learning materials(37.68%(1775/4717)). If we also reviewed the research of the KICE(2002), the superior material's rate of 70,000 teaching and learning materials of the web site, the educational organization, and teachers was 8.7%. There was some suggestions about the quality problem of the teaching and learning material, but there wasn't the alternative policy: there wasn't the systemic program for managing the message quality of teaching and learning materials. The purpose of this study was to develop the alternative system for managing the message quality of teaching and learning materials. The alternative system of this study's result will be the basic to build the system for managing the message quality of teaching and learning materials. I expect that my system will be the useful tool for managing the message quality of teaching and learning materials.

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A Design and Implementation of career e-portfolio system to improve career consciousness Maturity of elementary school students (초등학생 진로의식성숙을 위한 커리어 e-포트폴리오 시스템 설계 및 구현)

  • Kim, Jeong-Rang;Choi, Chang-Hun
    • Journal of The Korean Association of Information Education
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    • v.16 no.1
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    • pp.143-150
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    • 2012
  • The choice of occupation has a great deal of influences on achievement of self-realization and living a good life in an individual's life. Especially, it is very significant for Elementary school students because they become to aware of career and develop. However, in the present, the career guidance is mainly concentrated in the solitary work, such as an aptitude test and printed materials. The perspective from the student, therefore, needs systematic and efficient system to accumulate activities and result of their various career guidance for individual career-related information. The system to improve elementary school student's career awareness based on e-portfolio has been developed. The developed system can effectively accumulate students' activities and result of their various career guidance and easily grasp their strengths and weaknesses of intelligence based on theory of multiple intelligences. Teacher also can easily grasp their student's talent through all sorts of graphs provided by the web site for career education.

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Analysis on the design characteristics of blouse for silver generation in domestic and foreign (실버 세대를 위한 국내·외 블라우스에 나타난 디자인 특성 분석)

  • Kim, Da Eun;Lee, Kyoung Hee
    • The Research Journal of the Costume Culture
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    • v.23 no.1
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    • pp.32-44
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    • 2015
  • Increasing of Korean old women's rate is demographic characteristics attributed an aging society, silver generation would lead to silver fashion market with steady competitiveness and interest in fashion. So the study attempts to use foundation material for silver's fashion design by analyzing design characteristics and processing development of design representative women's top. Selecting brand for collecting photo using study represents a mid- and premium-priced with reference Brand Yearbook. After selecting brand on domestic and foreign I have collected picture from Internet shopping mall and web-site of fashion brand, from October 2013 to July 2014, but I selected 840 pictures based on front poses for easy decision. In order to search design characteristics according to sort of silver blouse design on domestic and foreign. I have examined shape, color, pattern, fabric sensation, inside composition line and decoration with reference standard of analysis in preceding research. Data analysis method was conducted on analysis of frequency and cross analysis using SPSS statistical package 21.0. The conclusion of design characteristic according to type of blouse design for silver, H-silhouette in shirt blouse seems to fit in body transformation and expose silhouette with correcting the body flaw. Using soft material in T-shirt blouse they are able to conceal a body defect and express beautiful silhouette. By using detail in pullover shirt blouse and tunic blouse for point of design, it express glamour and luxurious. Most of blouse are printed various pattern, it would looks more gorgeous using pattern.