• 제목/요약/키워드: Decision-making time

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슬라이딩 윈도우 기반의 스트림 하이 유틸리티 패턴 마이닝 기법 성능분석 (Performance Analysis of Siding Window based Stream High Utility Pattern Mining Methods)

  • 양흥모;윤은일
    • 인터넷정보학회논문지
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    • 제17권6호
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    • pp.53-59
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    • 2016
  • 최근 무선 센서 네트워크, 사물 인터넷, 소셜 네트워크 서비스와 같은 다양한 응용 분야에서 대용량 스트림 데이터가 실시간으로 생성되고 있으며, 효율적인 기법을 통해 처리 및 분석하여 유용한 정보를 찾아내고, 이를 의사 결정을 위해 사용할 수 있도록 하는 것은 중요한 이슈 중에 하나이다. 스트림 데이터는 끊임없이 빠른 속도로 생성되므로 최소한의 접근을 통해 처리해야 하며, 신속한 저전력 처리를 필요로 하는 자원이 제한된 환경에서 분석될 수 있도록 적합한 기법이 요구된다. 이러한 문제를 해결하기 위해, 슬라이딩 윈도우 개념이 제안되어 연구되고 있다. 한편, 대용량 데이터로부터 의미 있는 정보를 찾아내기 위한 데이터 마이닝 기법 중에 하나인 패턴 마이닝은 중요 정보를 패턴 형태로 추출한다. 전통적인 빈발 패턴 마이닝은 이진 데이터베이스를 대상으로 하고 모든 아이템을 동일한 중요도로 고려함으로써 데이터 마이닝 분야에서 중요한 역할을 수행해 왔지만, 실제 데이터 특성을 반영하지 못하는 단점을 지닌다. 하이 유틸리티 패턴 마이닝은 비 이진 데이터베이스로부터 상대적인 아이템 중요도를 반영하여 더욱 의미 있는 정보를 찾아내기 위해 제안되었다. 정적 데이터를 대상으로 하는 하이 유틸리티 패턴 마이닝 기법은 그러나 스트림 데이터 처리에 적합하지 못하다. 제한된 환경에서 스트림 데이터의 특성을 반영하고 효율적으로 처리하여 중요한 정보를 찾아내기 위해 슬라이딩 윈도우 기반의 접근법이 제안되었다. 본 논문은 슬라이딩 윈도우 기반 하이 유틸리티 패턴 마이닝 기법들의 성능을 평가하고 분석하여 해당 기법들의 특성 및 발전 방향을 고찰한다.

경기도지역 학교급식시설의 기능 공간별 면적 현황 및 구비 기기의 적정요건 제안 (Current Status of Functional Areas' Space and Suggestion of Their Equipment Requirements for School Foodservices in Gyeonggi Province)

  • 장혜자;손혜정;최경기
    • 한국식품조리과학회지
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    • 제25권4호
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    • pp.474-487
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    • 2009
  • The principal objectives of this study were to evaluate the space, equipment, and institution rate by functional area, and to suggest appropriate types, numbers, and equipment capacity by school foodservice size for optimal employee job performance and efficiency. Data were collected and administered by 263 dietitians who attended elementary and middle schools in Gyeonggi Province, and the data were analyzed using SPSS statistical software. Among a total of 72 respondents who provided usable data, 31 (48.6%) respondents were nutrition teachers and 37 (51.4%) were part-time dietitians. The majority of the respondents reported that their foodservices were self-operating types (94.4%), and 8 meals out of 10 meals provided over a 2-week period were served as normal meals, defined as meals consisting of Bab, Kook, Kimchi, and 3 side dishes (73.6%). The mean kitchen space was $186.25\;m^2$ for 500 meals/day, $269.7\;m^2$ for 501 to 1,000 meals/day, $249.1\;m^2$ for 1001 to 1500 meals/day, and $274.87\;m^2$ for 1,500 or more meals/day. The mean space of functional areas was $11.52\;m^2$ for office, $12.63\;m^2$ for storeroom, $9.55\;m^2$ for receiving area, $27.23\;m^2$ for pre-preparation area, $149.9\;m^2$ for cooking area, $18.33\;m^2$ for assembly/service area, $45.50\;m^2$ for dishwashing area, and $17.20\;m^2$ for locker room. Only two pre-preparation and cooking spaces increased significantly with increasing size of school foodservice (p<0.05). Office, cooking area, and locker room were allocated in all foodservices. However, the pre-preparation area (68.7%), receiving area (56.5%), assembly/service area (38.1%), and dishwashing area (37.7%) were lowly installed in the surveyed facilities. Through a focus group meeting discussing the results of this study, appropriate equipment and its dimensions were suggested according to functional areas and foodservice scales. Future studies will be necessary to allocate the appropriate space by functional area with the proposed equipment requirements for optimally efficient decision making in equipment purchasing.

비디오저널리스트(VJ)의 방송프로그램 제작 실태조사 - 대전지역을 중심으로 - (A Survey on the Broadcasting Program Production by Video Journalists in Daejeon)

  • 이종탁;정종건
    • 한국콘텐츠학회논문지
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    • 제9권9호
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    • pp.171-179
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    • 2009
  • 현재 방송프로그램 제작시스템의 한 축으로 자리매김하고 있는 VJ의 프로그램 제작 실태를 대전지역을 중심으로 조사 연구하였다. 연구 결과, 양질의 VJ프로그램을 제작 할 수 있도록 프로그램 제작료를 현실화 할 필요가 있으며, 지역방송도 VJ 제작프로그램을 저렴한 비용의 프로그램 제작 하청이라는 인식을 전환하여, 프로그램 질에 상응하는 경제적 지원과 함께 제도적 시스템을 구축할 시점이다. 또한, 방송사측도 제작의 많은 부분을 담당하고 있는 VJ로서의 역할을 볼 때 방송국도 VJ를 공동 연출자로의 인식전환이 필요하다. 현재 VJ프로그램의 단점으로 지적받고 있는 고화질 영상 제작의 한계, 영상 화질의 저하, 촬영 영상의 불안정성 등 보다 좋은 화질의 방송 프로그램을 제작하기 위한 VJ 스스로의 노력들 또한 요구된다. 지역의 외주제작사들 또한 소규모 인력과 열악한 제작 환경을 극복하기 위한 노력을 기울여야 할 것이다. 규모의 경제화와 장비의 첨단화를 통해 지역 밀착형 콘텐츠의 발굴을 꾸준히 경주해야 외주제작사로서 경쟁력을 확보할 수 있기 때문이다.

DEA 모형을 이용한 TV홈쇼핑기업의 상대적 효율성 연구 (Efficiency Analysis for TV Home Shopping Companies Using DEA(Data Envelopment Analysis))

  • 김순홍;안영효;오승철
    • 유통과학연구
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    • 제12권8호
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    • pp.5-15
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    • 2014
  • Purpose - The method of TV home shopping is a kind of retail method that provides the viewer with information about products and, further, sells the products to consumers through the media of television. The domestic home-shopping industry has been expanding since 1995, and there are six companies in this arena as of 2012. In this study, we evaluate the management efficiency of TV home-shopping companies and provide suggestions for improving efficiency, using the DEA (data envelopment analysis) model. Hence, we expect to contribute to the progress of the companies' efficiency and the development of the TV home-shopping industry, where deepening competition is inevitable because it is experiencing the maturing market stage in its life cycle. Research design, data, and methodology - Efficiency is the ratio of the quantity of input to the quantity of output of a product or service. It is necessary to estimate aggregate inputs and aggregate outputs, which are calculated by applying a weighting to a number of input and output factors, to measure the efficiency. The DEA model is divided into the CCR model and the BCC model. The CCR model is a basic model that assumed constant returns to scale (CRS), and the BCC model extends the CCR model to accommodate technologies exhibiting variable returns to scale (VRS), and concerns only the technical efficiency without considering the efficiency of returns to scale. In this study, we consider six companies each year from 2008 to 2012 as a DMU (Decision Making Unit) and analyze the differences in efficiency for each company in each year. Furthermore, we evaluate the operating characteristics of TV home-shopping companies, using three models, in accordance with the overall performance, profitability, and marketability of the business. Results - The result of the analysis, using DEA models, shows that Hyundai Home Shopping (2009, 2010, 2011), GS Home Shopping (2011), NS Home Shopping (2011) and CJ O Shopping (2012) possess MPSS (most productive scale size), with a score 1.0 in CCR, BCC, and scale efficiency. Particularly, Hyundai Home Shopping is shown to be the most efficient in terms of overall business performance, marketability, and profitability. The overall efficiency of the home shopping industry has displayed an increasing trend since 2008, even though it decreased marginally in 2012; further, we can observe that home shopping companies operate with increasing efficiency with the passage of time. Conclusions - Home shopping companies have focused on market expansion rather than profits, as they displayed better efficiency in marketability than increase in profitability during the period 2008-2012. In addition, the main reason for the increased efficiency in the home shopping industry is the market expansion through the revenue increase of each home shopping company. This study can be used as a reference when home shopping companies attempt to devise future strategies, as it suggests efficiency benchmarks and development levels for each home shopping company.

Lessons from Haitai Distribution Inc's experience in Korea

  • Cho, Young-Sang
    • 유통과학연구
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    • 제9권3호
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    • pp.25-36
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    • 2011
  • Owing to the rapid growth of hypermarket/discount store formats since 1996, Korean retailing has suddenly attracted the significant attention from researchers. Before the emergence of large scale retailers such as E-Mart, Lotte Mart and Tesco Korea, there were the two retail formats who led the Korean retailing in the modern retailing history: department store and supermarket formats. Nevertheless, there has been little literature concerned about the two retail formats as a case study, while some authors have paid their attention to hypermarket/discount store formats. In addition, when mentioning the development process of retailing history, it is less likely that authors have made an effort to illustrate supermarket retailing history. In order to regard supermarket retailing as part of the Korean retailing, it is interesting to look at a representative supermarket retailer, Haitai, who was one of the subsidiaries of Haitai chaebol. Based on supermarket retailing, the company which was established as a joint venture in 1974 led a supermarket retailing in the Korean modernised retailing history. Before analysing whether Haitai failed or not, the definition of failure should be illustrated. With regard to the term, failure, in the academic world, authors have interchangeably used the following terms: failure, divestment, closure, organisational restructuring, and exit. To collect research data as a case study, the author adopted an in-depth interview method. The research is based on research interviews with 13 ex-staff who left after Haitai went bankruptcy, from store management department to merchandise department. By investigating Haitai's experiences through field interviews, the research found that Haitai restructured organisational decision-making process at the early stage when companies started to modernise organisational charts, benchmarking sophisticated retailing knowledge through the strategic alliance with a Japanese retailer. In respect of buying system, the company established firmly buying functions by adopting central buying system, and further, outstandingly allocated considerable marketing resources to the development of retailer brands with the dedicated team of retailer brand development. In the grocery retailing, abandoning a 'no-frill' packaging concept, the introduction of retailer brand packaging equal to, or better than national brand packaging design, encouraged other retailers to change their retailer brand development strategies. In product sourcing ways, Haitai organised for the first time the overseas sourcing team with the aim of improving the profit margins of foreign products and providing exotic products for customers, followed by other retailers. Regarding distribution system, the company introduced the innovative idea which delivered products ordered by stores directly to each store withboth its own vehicles and its own warehouse in which could deal with dry foods, chilly foods, frozen food, and non-foods, and even, process produce. In addition, Haitai developed many promotional methods to attract more customers like 'the guarantee of the lowest price', and expanded its own business to US in 1996, although withdrew, because of bankruptcy in 1997. Together with POS introduction in 1994, Haitai made a significant contribution to the development of the Korean retailing, influencing other retailers in many aspects. As a case study, the study has provided a number of lessons from Haitai's experiences for academicians and practitioners, suggesting that its history should be involved in the Korean modernised retailing.

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제품의 구매의도에 대한 자아 메시지의 유형과 환경적 프라이드의 유형의 효과 (Effects of Self Message Type and Incidental Pride Type on Product Purchase Intention)

  • 최낙환
    • 산경연구논집
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    • 제10권10호
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    • pp.53-65
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    • 2019
  • Purpose - Current study aimed at investigating the effects of the choice easiness as a thought triggered at the time of making decision and the goal achievement emotion as a prediction of how consumers feel in the state of achieving consumption goal on brand purchase intention. And It also explored moderation role of incidental pride type such as ambient hubris pride and ambient authentic pride felt before the event in the effects of message type such as self-verifying message and self-enhancing message on the choice easiness and the goal achievement emotion. Research design, data, and methodology - Message type was divided into self-verifying message and self-enhancing message. Incidental pride type was divided into hubris and authentic pride. Smart mobile phone was selected for empirical study. And the experiment was performed with 2(pride type: hubristic versus authentic) × 2(message type: self-verifying message versus self-enhancing message) between-subjects design. Questionnaires from 215 undergraduate students were used to test hypotheses by Macro process model 7. The hypotheses were tested at each of self-verifying message group and self-enhancing message group. Results - First, both choice easiness and goal achievement emotion positively influenced on the purchase intention at both self-verifying message group and self-enhancing message group. Second, at self-verifying message group, the positive effects of self verification on both choice easiness and goal achievement emotion were higher to the customers under incidental hubris pride than to those under incidental authentic pride customers. Third, at self-enhancing message group, the positive effects of self enhancement on goal achievement emotion were higher to the customers under incidental authentic pride than to those under incidental hubris pride. However, at self-enhancing message group, the positive effects of self enhancement on choice easiness (goal achievement emotion) were not higher (higher) to the customers under incidental authentic pride than to those under incidental hubris pride. Conclusions - Focusing on the results of this study, to promote their brand purchase intention, brand managers should use self-enhancing message to induce goal achievement emotion from incidental authentic pride customers. And the brand managers should develop and use self-verifying message to induce choice easiness as well as goal achievement emotion from hubris pride customers, which in turn, promote their brand purchase intention.

데이터마이닝 기법을 활용한 불법주차 영향요인 분석 (A Study on the Analysis Effect Factors of Illegal Parking Using Data Mining Techniques)

  • 이창희;김명수;서소민
    • 한국ITS학회 논문지
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    • 제13권4호
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    • pp.63-72
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    • 2014
  • 우리나라는 급속한 경제발전과 고속성장으로 생활수준이 향상되면서 자동차 수요가 급격히 증가함에 따라 교통혼잡, 교통사고, 주차문제 등의 문제가 발생되고 있다. 자동차 증가로 인한 주차문제 중 불법주차는 교통혼잡을 야기하고 주차공간으로 인한 이웃간 분쟁의 원인이 되어 사회적 문제로 대두되고 있다. 이에 본 연구에서는 지방 광역시중 승용차 수단분담률이 높음에도 불구하고 불법주차 단속건수가 상대적을 적은 대전광역시를 대상으로 주차조사를 실시하였으며 불법주차에 대한 원론적인 문제를 파악하기 위해 의사결정나무모형 Exhaustive CHAID분석을 통하여 운전자들의 주차행위에 있어 불법주차를 선택하는 과정과 그에 따른 영향요인을 탐색하여 불법주차의 원인을 파악하고 해결하는 방안을 제시하고자 한다. 분석결과 불법주차를 선택하는 영향요인으로는 거리, 단속경험, 직업, 이용시간대 순으로 영향을 미치는 것으로 나타났으며 예측 모형은 최종적으로 4가지 노드가 도출되었다. 분석결과에 따른 불법주차의 해결방안으로는 공영주차장의 추가설치와 생계유지 및 조업차량의 주차공간 확보가 우선되어야 하고 불법주차 단속강화와 시민의식 고취를 위한 캠페인의 활성화가 필요하다.

동북아 지역과 미국 주요 컨테이너항만간의 효율성 비교 - DEA 기법을 중심으로 - (A comparative analysis of terminal efficiency on Northeast Asia and America container ports)

  • 하명신
    • 한국항만경제학회지
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    • 제25권3호
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    • pp.229-250
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    • 2009
  • 본 연구의 목적은 미국항만과 동북아시아 항만에 대해 효율성을 비교하여 효율적인 항만이 되기 위한 주요 전략을 제시하는 것으로, 동북아시아 항만을 DEA모형에 적용하였다. DEA모형은 선형계획법에 근거하여 일반적으로 생산 가능집합에 적용되는 몇가지의 공준을 가지고 평가대상의 경험적인 투입요소와 산출물간의 자료를 이용하여 경험적, 효율적 프론티어를 도출한 후 평가대상들이 효율성 프론티어상에서 얼마나 떨어져 있는지의 여부로써 비효율성을 측정한다. 이 방법은 다양한 산출물과 여러 가지 투입요소를 동시에 고려하여 상대적 효율성 값을 도출하여 그 과정에서 각각의 산출물 또는 투입요소에 대해 미리 결정된 가중치를 필요로 하지 않을 뿐 아니라 비효율성이 어느 부문에서 발생하며 그 크기가 얼마 정도인지에 대한 수치적 정보를 제공해줌으로써 경영자가 효율성을 제고하는데 실제적인 도움을 줄 수 있다. 본 연구에서는 DEA-CCR모형, DEA-BCC모형 및 규모효율성을 통해 2005년${\sim}$ 2007년도 미국과 동북아시아 35개 항만에 대해 상대적 효율성을 분석하였다. 연구의 결과에 의하면 미국의 경우 휴스톤항이 효율적으로 나타난 반면 대부분의 항이 비효율적인 것으로 식별되었으며, 한국 및 일본의 항만도 비효율적인 것으로 나타났다. 반면 중국의 경우 상해, 홍콩, 선전 항 등 다수의 항만들이 양호한 것으로 나타나 이에 대한 심층적 분석이 필요할 것으로 사료된다.

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How Retirees' Evaluation of Starting Food Service Business Affects Effectiveness of Their New Business and Quality of Life

  • Lim, Jeoung-sook;Ryu, Ki-hwan
    • International Journal of Advanced Culture Technology
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    • 제9권4호
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    • pp.18-28
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    • 2021
  • This study surveyed how retirees' evaluation of starting food service business affects the effectiveness their new business and quality of life, based on personal factors such as entrepreneurship and business-starting capability and environmental factors by using questionnaires. Bootstrapping was carried out in order to find out factors affecting rapidly changing new business environments and retirees' initial intent to start a business so as to verify basic hypothesis about relation between retirees' evaluation of starting food service business (social, economic, and psychological effects) and the effectiveness of their new business and quality of life and confirm whether the effectiveness of the new business acts as a medium between the evaluation of starting food service business and quality of life. In addition, PLS-MGA was performed in order to verify whether the correlations among test factors can be varied according to the kind of job the target retirees had. Having examined the basic thesis, it was found that social and economic factors had significant positive effect on the effectiveness of the new business, and social and psychological factors had significant positive effect on the quality of life. Having analyzed whether the effectiveness of new business acted as a media between evaluation of starting food service business and quality of life, there was no significant effect as a medium. Having studied whether the kind of job of the retirees controlled or affected the relations among evaluation of starting food service business, effectiveness of new business and quality of life, the results were as follows: in the office job retiree group, the greater economic factor led to increase of effectiveness of new business, while social and psychological factors influenced the quality of life; In the physical labor group, the higher social factor resulted in higher effectiveness of new business, which showed significant positive effect on the quality of life. Having researched about which element is considered to be most important in starting food service business, the most important element was found to be dish/menu, followed by staff management, accounting management, business management, and service education. Having analyzed relation between accomplishment and important consideration for starting food service business, "managers with entrepreneurship," "appropriate distribution of time to prepare for starting business," and "operation of practical field education programs" showed higher importance compared to the degree of satisfaction, so it is needed to more concentrate on the above matters. This study intends to raise retirees' awareness of starting business and help them live better life based on the analysis results, and further suggest detailed mechanism and specific operations of factors affecting retirees' decision making on starting business, such that they can use the information as basic materials to make better choices that can lead to successful business.

체제변동국가의 경험과 북한의 변화: '미얀마 모델'의 적용 가능성 (An Experience of a Country in Transition and the Change of North Korea : An Adaptation of the 'Myanmar Model')

  • 장준영
    • 국제지역연구
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    • 제22권2호
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    • pp.305-330
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    • 2018
  • 이 글의 목적은 21세기에 들어 불량국가 중 가장 모범적인 변화를 추동한 미얀마의 경험이 과연 북한에 적용 가능한가를 검토하는 것이다. 최근 들어 북한의 대화와 개혁개방 의지는 미얀마 군부가 스스로 군사평의회를 해체하고 총선을 통해 새로운 정치체제로 나아간 전례와 유사하다. 소위 '미얀마 모델'은 국제사회의 제재와 압력으로 인해 불량국가로 낙인 찍한 국가가 위로부터의 변화(transformation)를 선택함으로써 정치체제를 연성화하고 시장을 개방하는 것을 의미한다. 그러나 정치 엘리트가 주도적으로 국가의 전환을 계획하고 시행하기 때문에 개방이후 사회 전분야에 걸친 빠른 속도의 변화는 불가능하다. 미얀마의 경우 장기간에 걸친 군부 독재와 이로 인해 군사문화의 사회 침투 수준이 높고, 민주진영이라는 민간정부에서조차도 권위주의적 의사결정에 길들여져 있다. 나아가 군부의 기득권을 회수하지 못하는 기형적인 정치구조로 구체제를 위한 "예약된 영역"이 존재하므로 정치구조의 변화에 맞는 질적인 측면의 정치발전이 이뤄지지 않는다. 북한 또한 장기간의 독재체제로 인해 시민사회가 성숙하지 못했고, 경제발전 수준 또한 매우 낮기 때문에 단시일에 정치경제적 성과를 거두기는 쉽지 않아 보인다. 미얀마처럼 북한 또한 1인 지배체제로서 최고권력자가 개혁과 개방을 선택했기 때문에 향후 개혁과 개방의 속도와 방향도 미얀마 군부처럼 조절할 가능성이 크다. 따라서 북한이 개혁과 개방을 선택하는 '미얀마 모델'로 나아간다면 단기적으로는 새로운 변화의 기대감이 크겠지만, 중장기적으로는 지체 또는 정체될 수 있을 것이다.