• 제목/요약/키워드: Rule Importance

검색결과 214건 처리시간 0.023초

VOC 기반 연관규칙 마이닝을 이용한 통신선로설비의 장애 예측 (Fault Prediction of a Telecommunications Network using Association Rules Mining based on Voice of the Customer)

  • 나기주;한인섭;조남욱
    • 디지털산업정보학회논문지
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    • 제11권4호
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    • pp.13-24
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    • 2015
  • Customer complaints handling helps organizations to retain existing customers and attract new customers, as well. As Voice of the Customer (VOC) is one of the main sources of customer complaints, many organizations utilize VOC to enhance customer satisfaction. Effective management of VOC has been proved as one of the best ways to maintain organization's brand image and reputation. In spite of its importance, little has been reported on the utilization of VOC to detect faults in a telecommunication industry. In this paper, association rule mining based on VOC is used to identify root fault causes of a telecommunications network. To do that, VOC of a Communication Service Provider has been collected first. Then, association rule mining has also been conducted with various support and confidence levels. As a result, root fault causes of the telecommunications network can be identified. It is expected that this study can be used as a basis for decisions about customer satisfaction management such as preventive maintenances or reduction of the customer maintenance cost.

경부고속선의 레일 연마에 따른 레일 피로수명 평가 (Evaluation of Rail Fatigue Life by Grinding of Kyeong-Bu High-Speed Line)

  • 김만철;최은수
    • 한국철도학회논문집
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    • 제13권6호
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    • pp.577-582
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    • 2010
  • 고속철도 운행에 따라 레일표면결함에 대한 관리의 중요성이 점점 더 증대되고 있다. 차량의 고속주행시 레일표면결함은 레일의 피로수명 단축 및 궤도의 열화 촉진, 승차감 저하를 유발하기 때문이다. 현재 경부고속철도에서는 레일의 효율적 유지보수를 위하여 레일연마를 수행하고 있다. 본 논문에서는 레일연마에 따른 레일의 피로수명을 예측하였다. 이를 위해서 연마 후 KTX 운행시 레일 저부의 휨응력을 계측하였으며, Rain-flow counting 기법을 적용하여 빈도해석을 실시하여 RCM에 의해 등가응력범위를 산정하였다. 선형누적피로피해를 이용한 피로수명 평가방법은 수정 Miner 법칙에 기초하였다. 해석결과 연마에 따른 레일의 피로수명이 15% 증가되는 것으로 나타났다.

아·태지역 디지털 무역 관련 지역무역협정을 통한 규범화 발전 동향과 평가 (Evolution and Evaluation of Digital Trade Rules in Regional Trade Agreements in the Asia Pacific Region)

  • 이효영
    • 무역학회지
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    • 제46권4호
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    • pp.39-60
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    • 2021
  • Despite the fast growth and rising importance of digital trade, there still exists no multilateral agreement governing digital trade. Significant differences in policy directions regarding key digital trade issues among the U.S., EU and China are the main stumbling blocks for reaching agreement on the multilateral front. To overcome this deficiency in digital trade rules, there has been active movement among mainly countries in the Asia-Pacific region for rule-making on digital trade. Starting with the CPTPP chapter on E-Commerce in 2018, there has been a series of digital trade rules agreed in bilateral or plurilateral formats, such as the USMCA, USJDTA, DEPA, DEA and RCEP. Korea is currently only member of RCEP, which contains an e-commerce chapter with lower levels of commitment as compared to other digital trade agreements. This paper provides a broad analysis of the recently concluded digital trade agreements, comparing the different coverage of rules, levels of commitment, and rules templates. The analysis aims to provide implications for the desirable direction of rule-making on digital trade and Korea's digital trade strategy.

What Do Web Users Know about Skin Self-Examination and Melanoma Symptoms?

  • Kaminska-Winciorek, Grazyna;Gajda, Maksymilian;Wydmanski, Jerzy;Tukiendorf, Andrzej
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권7호
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    • pp.3051-3056
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    • 2015
  • Background: Skin self-examination (SSE) may facilitate early diagnosis of melanoma at a potentially curable stage. Little data are available concerning the SSE frequency and knowledge about the symptoms of melanoma in non-patient populations. The aim of our study was to assess the performance of skin self-examination, recognition of potential melanoma symptoms as well as behavior related to sun exposure among web users in Poland. Materials and Methods: A cross-sectional study was conducted among readers of a scientific portal. Invited respondents were asked to complete an online questionnaire. Finally, statistical analysis was conducted on 4,919 surveys towards potential clinical signs of melanoma and SSE performance. Results: Approximately 60% of respondents had ever performed SSE in their life. Only 18.4 % declared performance on a regular, monthly, basis. Factors promoting this activity were established to be bigger place of residence, higher education and sensitive skin phototype, higher level of knowledge concerning melanoma, safe tanning rules and, especially, past surgical excision of naevi. Declared longer use of tanning beds was linked to understanding better the importance of clinical features of melanoma. Awareness of hazardous behavior during sunbathing is associated with the attempts to change them. Conclusions: Regular SSE is not a common practice, whilst the knowledge about the clinical features of melanoma is varied. Therefore, constant pressure should be put on promotion of regular skin self-examination and teaching its proper techniques, including familiarity with the ABCD (asymmetry; border; color; diameter) rule and its extension of "EFG" (elevated, firm, progressive growth) criteria.

인지 무선 네트워크에서 보고 오류를 고려한 OR 규칙 기반의 협력 스펙트럼 센싱 기법 (Or-Rule Based Cooperative Spectrum Sensing Scheme Considering Reporting Error in Cognitive Radio Networks)

  • 최로미;변윤식
    • 한국통신학회논문지
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    • 제39A권1호
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    • pp.19-27
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    • 2014
  • 최근 주파수 자원의 중요성이 부각됨에 따라 이미 할당된 주파수 대역을 재사용하여 주파수 이용 효율을 향상시키는 인지 무선 기술(Cognitive Radio, CR)에 대한 연구가 활발히 이루어지고 있다. CR은 주파수 대역의 사용현황에 따라 기회적으로 사용자가 주파수 대역을 이용하므로 이를 위한 정보를 얻는 센싱 단계가 성능에 중요한 영향을 미친다. 따라서 센싱 성능을 향상시키는 것은 CR에서의 중요 이슈가 되며 이를 위해 다수의 단말이 협력하여 1차 사용자의 스펙트럼 점유 여부를 검출하는 협력 스펙트럼 센싱이 고려되고 있다. 본 논문에서는 협력 스펙트럼 센싱 환경에서 각 사용자의 센싱 정보가 융합 센터(Fusion Center, FC)로 보고되는 채널의 오류 확률을 고려하는 OR 규칙 기반의 협력 스펙트럼 센싱 기법을 제안한다. 제안 기법은 보고 오류 확률을 통해 협력 센싱에 참여하는 사용자 수를 제한함으로써 기존 기법에서 나타나는 오경보 확률의 제한을 완화시킨다.

연관규칙 마이닝을 활용한 뉴스기사 키워드의 연관성 탐사 (Discovering News Keyword Associations Using Association Rule Mining)

  • 김한준;장재영
    • 한국인터넷방송통신학회논문지
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    • 제11권6호
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    • pp.63-71
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    • 2011
  • 현재 대부분의 웹포털 사이트는 인기도 또는 중요도가 높은 키워드를 제공하는 서비스가 제공되고 있는데, 구체적으로 태그 클라우드 형태와 연관 검색 서비스와 같은 사용자 친화형 서비스를 지원하고 있다. 하지만 일반적으로 뉴스기사는 날짜와 분야별로 기사들이 분류되어 있기에, 사용자는 카테고리별로 나누어진 기사를 읽을 수만 있을 뿐 그 기사와 연관된 다른 기사를 쉽게 찾아보지는 못한 실정이다. 또한 연관 검색어 서비스도 사용자가 검색한 입력내용을 기반으로 연관성 정도를 분석하기에 충분한 객관성을 보장하지 못하고 있다. 본 논문에서는 기존의 태그 클라우드 방식에서 좀 더 나아가 축적된 뉴스 기사로 부터 검색 키워드와 밀접히 연관된 키워드를 추출하여 제공하는 기사 검색 방식을 제안한다. 제안 기법은 기본적으로 연관규칙 마이닝을 이용하여 키워드 연관성을 추출하게 되며, 뉴스기사 특성을 반영하여 문장 내부에 존재하는 키워드에 한정하여 연관성을 추출한다. 연관된 키워드 집합을 이용하여 키워드와 가장 밀접한 기사를 검색할 뿐만 아니라, 연관 키워드간의 관계성을 보여줌으로써 뉴스 기사들 속에 숨겨진 연관정보의 탐색을 가능하게 한다.

A Study on Microbial Contamination of Foods Exposed to Multiple Environments

  • KIM, Dan-Bee;CHA, Seong-Soo
    • 식품보건융합연구
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    • 제5권3호
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    • pp.35-40
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    • 2019
  • In this study, general bacterial counts and coliform counts, which are hygienic indicator microorganisms, were tested for candy, chocolate, and jelly which are easily available and enjoyed around. After dropping each sample on the desk, indoors, and outdoors, it is immediately collected, or washed and collected to confirm the myth of the 3-second rule. Immediately after removing the wrapping paper, each sample was dropped on the desk, indoors, and outdoors, and after 3 seconds from the moment of contact with the surface, and then collected in a sample bag using sterilized sanitary gloves. After the same operation, each sample was rinsed for 5 seconds using sterilized sanitary gloves and sterilized distilled water, and then collected in a sample bag. The number of bacteria detected in non-washing candies was 41 CFU/g at outdoor and the number of bacteria detected in non-washing chocolate was 76 CFU/g at outdoor. The number of bacteria detected in non-washing jellies was 79 CFU/g at outdoor. Coliform group was not detected in all samples. This showed good results at the level of m = 10,000 or less, which is an allowable value suggested in the Food Code. Also, effect of washing on contaminated food was confirmed. This result is remarkably low compared with the microorganism specimens shown in Food Code, and it is confirmed that contamination occurs but not high value. Therefore, the myth of the 3-second rule is true compared to the figures based on Food Code. However, it showed the characteristics of bacteria that could survive and cross-contaminate on dry food surfaces and emphasized the importance of hygiene through food contact to unsanitary surfaces to minimize the risk of food poisoning.

다대다 대응 위협평가 및 무기할당 알고리즘 연구: 탄도미사일 및 장사정포 위협을 중심으로 (A Study of Multi-to-Majority Response on Threat Assessment and Weapon Assignment Algorithm: by Adjusting Ballistic Missiles and Long-Range Artillery Threat)

  • 임준성;유병천;김주현;최봉완
    • 산업경영시스템학회지
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    • 제44권4호
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    • pp.43-52
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    • 2021
  • In weapon assignment studies to defend against threats such as ballistic missiles and long range artillery, threat assessment was partially lacking in analysis of various threat attributes, and considering the threat characteristics of warheads, which are difficult to judge in the early flight stages, it is very important to apply more reliable optimal solutions than approximate solution using LP model, Meta heuristics Genetic Algorithm, Tabu search and Particle swarm optimization etc. Our studies suggest Generic Rule based threat evaluation and weapon assignment algorithm in the basis of various attributes of threats. First job of studies analyzes information on Various attributes such as the type of target, Flight trajectory and flight time, range and intercept altitude of the intercept system, etc. Second job of studies propose Rule based threat evaluation and weapon assignment algorithm were applied to obtain a more reliable solution by reflection the importance of the interception system. It analyzes ballistic missiles and long-range artillery was assigned to multiple intercept system by real time threat assessment reflecting various threat information. The results of this study are provided reliable solution for Weapon Assignment problem as well as considered to be applicable to establishing a missile and long range artillery defense system.

국민건강영양조사 자료를 활용한 라이프스타일 위험요인과 다중이환간의 연관관계분석 (Assoication Rule Analysis between lifestyle risk behaviors and multimorbidity: Findings from KHANES)

  • 이현주;명성민
    • 한국학교ㆍ지역보건교육학회지
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    • 제25권1호
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    • pp.29-41
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    • 2024
  • 목적: 본 논문에서는 대한민국 성인의 라이프스타일 위험요인과 복합만성질환간의 연관성 규칙을 탐색하여 보건교육프로그램에 필요한 방향성과 기초정보를 제공하는데 목적을 둔다. 방법: 제8기 국민건강영양조사 중 2019년부터 2020년까지 만 19세 이상 성인 7,609명을 대상으로 하였으며, 6개의 라이프스타일 위험요인과 11가지 이환질환에 대하여 R과 R 스튜디오를 이용하여 연관규칙마이닝을 수행하였다. 결과: 본 연구 결과를 통하여 연관규칙마이닝과 같은 데이터마이닝 기법을 통해 생활 습관 위험 요인의 중요성과 여러 만성 질환의 역할을 보여줬다는 점에서 의미가 있다. 결론: 상기 결과를 통하여 신체 활동 부족을 해결하기 위한 운동 프로그램, 부적절한 체중을 해결하기 위한 식이 중재, 부적절한 수면을 해결하기 위한 정신건강 교육프로그램과 같은 선택적이고 집중적인 건강교육 프로그램에 대한 개발의 필요성이 요구된다.

劉河間의 運氣論과 그 運用에 관한 硏究 (A Study of Hagan's Ungi(河間運氣) theory and its application to modern society)

  • 이동호;박찬국
    • 대한한의학원전학회지
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    • 제13권2호
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    • pp.107-107
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    • 2000
  • 1. Ounyukki(五運六氣) theory was first developed from observation of astronomical phenomena. Natural phenomena were explained and incorporated into the concepts of Yukki(六氣), and Ohaeng(五行, the concept that all matter in the world are comprised of five fundamental elements), during Chon-guk(戰國) and Han(漢) periods. In that period. Kanji(干支, the method to present time with ten and twelve different kinds of symbol's combinations) was used to record Ounyukki(五運六氣). Theoretical study of Un-gi(運氣, the abbreviation of Ounyukki) was almost completed in Un-gichilpyon(運氣七篇) of Naekyong(內經). Un-gi(運氣) theory was further studied and considered to be very important socially, as well as medically, in Tang(唐), Song(宋), Kum(金), and Won(元) periods. Hagan(河間) published various studies based on Un-gi(運氣) theory in Kum won(金元) periods. 2. Hagan(河間) realized the limitation of a remedy method, of Sanghan(傷寒) theory. Therefore, he made an assumption that the prevalence of diseases in his period are closely related to Hwayol(火熱, a fire and a super-heat; two things out of Yukki(六氣)). His new theory was a result of the study on Kyongjon(經典, bibles of the oriental medicine) and the phenomena of nature. 3. Hagan(河間) used a combination of two basic theories of Pimuripsang(比物立象) and Hanhaesungjeron(亢害承制論) to make understood Hwayol(火熱) theory, Pimuripsang(比物立象) theory explains a method to appreciate the essence of things by comparing Sang(象, an expression of how something appears on the outside) and then making another Sang(象) from the comparison. Hanhaesungjeron(亢害承制論) is a theory to emphasize the importance of a balance of Yukki(六氣). It is that, if one of the elements is exceeded, other thing in the other five elements dominate the exceeded thing to control it for the balance between Yukki(六氣). In addition, he articulated P'yobon(標本. inside and outside of a thing) theory to differentiate the disease symptoms. These theories will help to distinguish real and fake symptoms of diseases, on which Hagan(河間) emphasized its importance. 4. Hagan(河間) published a new theory to explain Ounyukki(五運六氣) theory based on the observation of the nature and the experience from medical practice. And he added Chobyonggi(燥病機, course and rule causing disease in dry conditions) to Pyonggishipkujo(病機十九條, nineteen course and rule causing disease), it strengthened Pyonggi(病機, course and rule causing disease) theories. Moreover. he utilized Un-gi (運氣) theory in a real life situation by applying Un-giron(運氣論) to diagnosis like Maekchin(脈診, a method to diagnose by taking the pulse) and to prescription. 5. Modern society is an era in which it is hard to appreciate the principles of the changes due to the various unusual weather. Therefore, it is necessary to make a new paradigm using Un-gi(運氣) theory, like Hagan(河間) did in Kumwon(金元) period. 6. Unusual weather changes and the geriatric diseases such as cancer and diabetes, may have Sang(象) of Hwayol(火熱) theory at the other side. These diseases have been and will create more serious problems in modern society. As a method to solve these problems. it seems to be very important to understand and apply Hagan's(河間) Hawyol(火熱) theory to modern society.