• Title/Summary/Keyword: maintenance proficiency

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APPLICATION OF MULTIVARIATE DISCRIMINANT ANALYSIS FOR CLASSIFYING PROFICIENCY OF EQUIPMENT OPERATORS

  • Ruel R. Cabahug;Ruth Guinita-Cabahug;David J. Edwards
    • International conference on construction engineering and project management
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    • 2005.10a
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    • pp.662-666
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    • 2005
  • Using data gathered from expert opinion of plant and equipment professionals; this paper presents the key variables that may constitute a maintenance proficient plant operator. The Multivariate Discriminant Analysis (MDA) was applied to generate data and was tested for sensitivity analysis. Results showed that the MDA model was able to classify plant operators' proficiency at 94.10 percent accuracy and determined nine (9) key variables of a maintenance proficient plant operator. The key variables included: i) number of years of experience as equipment operator (PQ1); ii) eye-hand coordination (PQ9); iii) eye-hand-foot coordination (PQ10); iv) planning skills (TE16); v) pay/wage (MQ1); vi) work satisfaction (MQ4); vii) operator responsibilities as defined by management (MF1); viii) clear management policies (MF4); and ix) management pay scheme (MF5). The classification procedure of nine variables formed the general model with the equation viz: OMP (general) = 0.516PQ1 + 0.309PQ9 + 0.557PQ10 + 0.831TE16 + 0.8MQ1 + 0.0216MQ4 + 0.136MF1 + 0.28MF4 + 0.332MF5 - 4.387

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An Effective Recruits' Assignment Method for Early Job Adaptation of Air-munition Maintenance Airmen Using Datamining Technique (데이터마이닝을 이용한 공군 무기정비병의 조기 숙달을 위한 배속방안 연구)

  • Kang, Kew-Young;Yoon, Bong-Kyoo
    • Journal of the military operations research society of Korea
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    • v.37 no.1
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    • pp.147-159
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    • 2011
  • Recently, the military service period has been shortened continuously. Meanwhile, more skilled airmen are needed as the complexity of weapon systems increase. This phenomenon could lead to a disastrous result such as deteriorating the level of the readiness and the fighting power. We suggest a method to improve recruit's maintenance capability rapidly by assigning airmen to jobs appropriate to their characteristics using Datamining methods (K-menas and CART). We focus on the assigning method for air force's air-munition maintenance airmen since they are requested more skilled than other airmen. Grouping airmen with k-means method and devising classification rule with CART algorithm, we found that airmen's proficiency arrival period could be shortened by 1.79 months when they are assigned in the suggested way.

RFID BASED INTRA SUPPLY CHAIN MANAGEMENT SYSTEM IN TEXTILE INDUSTRY

  • Mateen, Ahmed;Zhu, Qingsheng;Afsar, Salman;Bashir, Salman
    • International Journal of Advanced Culture Technology
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    • v.7 no.3
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    • pp.166-177
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    • 2019
  • Radio Frequency Identification (RFID) skill is becoming a technology that might deliver a response to manual glitches. The use of tags, receiver and wireless surfs to join with each other would mean that RFID in combination with the EPC would speech these pain opinions and offer many welfares in different sectors such as production, distribution, trade, logistics, and security. Potential benefits include increased visibility rising supply chain, enlarged proficiency and cost savings through improved data harmonization, better responsiveness to actual prominence change. Trendy the case of the textile or industrial applications, recent systems used by the industry to control the supply chain in addition strength discernibility are being studied, besides improvements in the overall perceptibility of assets are anticipated through labels, readers, drivers, POEs, etc. this model will be developed with new situations and a lively construction industry. It will be focused on Cost, Hardware compatibility, security and maintenance issues.

The Social Networks of Married Immigrant Women in Korea : With a focus on Individual, Family, and Migrant Characteristics (결혼이주여성의 사회적 관계와 관련요인 : 개인특성, 가족특성, 이주민특성을 중심으로)

  • Kang, Yoojean
    • Journal of Families and Better Life
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    • v.31 no.4
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    • pp.47-64
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    • 2013
  • This study aimed to explore the social networks which married immigrant women have in Korea. Special attention was paid to factors such as individual, family, and migrant characteristics contributing to the different patterns of social networks. I drew upon the nationally representative data on 60,719 immigrant women married to Korean men from the '2009 Survey on Korean National Survey on Multicultural Families.' Results showed that the foreign wives tended to maintain a connection with our society through contact with their neighbors and participation in social gatherings. Findings also showed that the types of social networks by the number of trusted neighbors and meetings were diverse among the immigrant women. In addition, the factors differentiating the types were mostly associated with socioeconomic resources or Korean proficiency. More interestingly, the immigrant women's contacts with their family members in their homeland contributed to their maintenance of more active social networks. These results provided a useful outlook on the relationship between patterns of social networks and the characteristics of the married immigrant women, which eventually showed a heterogeneous nature among them. At the societal level, supportive systems for enriching immigrant women's social networks should be developed particularly in terms of not their dependency, but their potential contributions to our society.

Analysis of Characteristics of Medical Accidents and Disputes in Orthodontic Area (교정과영역의 의료사고 및 분쟁의 성격분석)

  • Hwang, Chung-Ju
    • The korean journal of orthodontics
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    • v.29 no.1 s.72
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    • pp.1-22
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    • 1999
  • As people are more concerned about their health and medical care, there have been an increasing number of medical disputes due to increased medical demand. In order to prevent and provide solution to currently surging medical accidents and disputes related to orthodontic treatment, in July 1998, the Korean Association Of Orthdontists surveyed 2,200 members of Korean Association of orthodontists on 30 items to recognize the pattern of medical accidents and prevent them. The survey was about accident-related items including personal profiles of members and patients who have undergone medical accidents or disputes, the cause and solution to the accidents, cautions related to members orthodontic treatment, and medical recording and archival. Based on the survey result, we analyzed characteristics of medical accidents and disputes in orthodontic area. It is more important to predict and prevent possible medical accidents or disputes based on current situation than to solve them after disputes occur. For this, we should not be negligent in raising treatment proficiency level based on patient-doctor trust and in obtaining new medical information. We should also provide medical environment where Patients themselves can decide whether to get treatment after they are offered detailed explanation on diagnosis, treatment procedure, complication, and possible hazard. We should take caution when treating patients and pay attention to charting and maintenance, which is the most fundamental, as well. Also at the Korean Association of orthodontists level, it is desired to provide education program on prevention and solution to medical accidents and disputes, and actions and organizations that can help when accidents and disputes occur.

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