• Title/Summary/Keyword: Selection of factors

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A Study on the Factor Analysis of Distribution Center Location Selection by Industry (업종별 물류단지 입지 선정을 위한 실증적 연구)

  • Oh, Sun-Il;Cho, Kwang-Hee;Kang, Kyung-Sik
    • Journal of the Korea Safety Management & Science
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    • v.14 no.3
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    • pp.207-220
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    • 2012
  • Nowadays, logistics parks are no longer simply storage areas but rather the center of corporate supply activities. As the importance of logistics increases, so does the value of logistics related facilities. Unlike the past, in which the sole purpose of logistics services was the spatial movement of materials through transportation, modern logistics are required to carry out functions such as timely adjustment and swift adaptation to changing patterns, and this leads to the emphasis on forming logistics parks. Logistics parks make profits using the efficiency of time and space. Such logistics parks play an important role in a corporation creating operating profits as well as acting as a method of alternative investment for individuals. Logistics parks no longer simply store materials, but have become a place that plays an important role in various areas of corporate and individual activities, and thus the analysis of the selection of the location of logistics parks and the related characteristics is extremely important. There are many existing studies on the selection of locations of logistics parks but work on the factors related to location selection by industry seem lacking. As such, in the course of this study we have used preceeding studies to draft a questionnaire on which selection factors affect the selection of logistics park location in different industries and conducted empirical analysis of the questionnaire results to uncover the factors that affect the selection of the locations of logistics parks in different industries.

A Study on the Factors Influencing a Company's Selection of Machine Learning: From the Perspective of Expanded Algorithm Selection Problem (기업의 머신러닝 선정에 영향을 미치는 요인 연구: 확장된 알고리즘 선택 문제의 관점으로)

  • Yi, Youngsoo;Kwon, Min Soo;Kwon, Ohbyung
    • The Journal of Society for e-Business Studies
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    • v.27 no.2
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    • pp.37-64
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    • 2022
  • As the social acceptance of artificial intelligence increases, the number of cases of applying machine learning methods to companies is also increasing. Technical factors such as accuracy and interpretability have been the main criteria for selecting machine learning methods. However, the success of implementing machine learning also affects management factors such as IT departments, operation departments, leadership, and organizational culture. Unfortunately, there are few integrated studies that understand the success factors of machine learning selection in which technical and management factors are considered together. Therefore, the purpose of this paper is to propose and empirically analyze a technology-management integrated model that combines task-tech fit, IS Success Model theory, and John Rice's algorithm selection process model to understand machine learning selection within the company. As a result of a survey of 240 companies that implemented machine learning, it was found that the higher the algorithm quality and data quality, the higher the algorithm-problem fit was perceived. It was also verified that algorithm-problem fit had a significant impact on the organization's innovation and productivity. In addition, it was confirmed that outsourcing and management support had a positive impact on the quality of the machine learning system and organizational cultural factors such as data-driven management and motivation. Data-driven management and motivation were highly perceived in companies' performance.

FACTORS AFFECTING AGE STRUCTURES AND GENETIC RESPONSES TO TRUNCATION SELECTION SCHEMES IN A POPULATION WITH OVERLAPPING GENERATIONS

  • Ghaffar, A.;Shimizu, H.
    • Asian-Australasian Journal of Animal Sciences
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    • v.6 no.4
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    • pp.497-507
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    • 1993
  • Four truncation selection schemes (SSs) were framed to predict and compare the age structures and genetic responses under the influence of various factor employing the scheme-specific algorithms. Two paths of selection, sires (bulls' sires) and dams (bulls' dams) to breed young bulls were considered. Among variable factors, four levels (0.3, 0.5, 0.7, 0.9) of precision of evaluation, five levels (0.0, 0.05, 0.10, 0.15, 0.20 genetic standard deviation) of genetic differences among age classes and 4 levels of proportions selected (for bulls' sire, 0.05, 0.10, 0.125, 0.25, and for bulls' dams 0.02, 0.04, 0.05, and 0.10) contemplated on both paths of selection. The number of age classes for bulls' dams and bulls' sires were 4 or 8 and 2 or 4, respectively. The stayability across age classes for bulls' dams was assumed to be 0.80 or 0.60. The candidates for selection for bulls' sires were equally distributed (0.5 or 0.25) across the age classes. The SS1 (selection on same proportions as candidates' distribution) revealed longest generation lengths and lowest yearly genetic responses. The average ages were youngest and yearly genetic responses were highest in SS4 (selection at each age-specific truncation point with the same average genetic superiority of selected parents across the ages) and followed by SS3 (selection at each agespecific truncation point with same predicted genetic values) and SS2 (selection at common truncation point on phenotypic values) in a population with overlapping generations. The results revealed the importance of choosing suitable selection scheme to acquire maximum yearly genetic responses especially when the genetic differences among age classes are large and the precision of evaluation is relatively low.

The Relationship between Gymnasium Selection and Training Adherence of Security Martial Arts Trainees (경호무도 수련생의 도장선택과 수련지속의 관계)

  • Song, Gyu-Geun;Lee, Ki-Se;Min, Jae-Ki
    • Korean Security Journal
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    • no.27
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    • pp.107-128
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    • 2011
  • The purpose of this study was to determine the relationship between gymnasium selection and training adherence of security martial arts trainees. To this aim, this study selected 8 gymnasiums in Gyounggi and Incheon province and sampled 220 people above the fourth grade in elementary school. Out of these, 14 cases were dropped due to insufficient answers or incomplete answers, and 206 qualified cases were finally adopted for this study. Data were analyzed using exploratory factor analysis, reliability analysis and frequency analysis, MANOVA, correlation analysis and multiple regression analysis with SPSS 18.0. The results of this study were as follows. First, there were significant differences in gymnasium selection factors(instructor background, training program, public relations) depending upon the trainee's sex. Second, there were significant differences in gymnasium selection factors(training program, main others, public relations) depending upon the trainee's school grade. Third, there were no significant differences in training adherence factors depending upon the trainee's sex and school grade. Fourth, there were positive correlations between instructor background, training program and public relations-factors among gymnasium selection and management program, external and social relations-factors among training adherence. Fifth, the partial sub-factors of gymnasium selection have influenced training adherence. Consequently, security martial arts managers and instructors need to establish marketing strategies suitable for sex and school grade to recruit new security martial arts trainees. It may be considered that security martial arts instructors should construct the differentiated management system for trainees and the specialized training program for lasting training of new or existing security martial arts trainees.

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A Selection Process of Input and Output Factors Using Partial Efficiency in DEA (부분 효율성 정보를 이용한 DEA 모형의 투입.산출 요소 선정에 관한 연구)

  • 민재형;김진한
    • Journal of the Korean Operations Research and Management Science Society
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    • v.23 no.3
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    • pp.75-90
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    • 1998
  • The improper use of input and output factors in DEA has a critical and negative impact on the efficiency measurement and the discernment of decision making units(DMUs) : hence the proper selection Process of the factors should precede the actual applications of DEA. In this paper, we propose a new approach to selecting proper factors based on Tofallis' partial efficiency evaluation method(1996). With the approach, the factors aye clustered by measuring their respective partial efficiencies and analyzing the rank correlations of them. The method and procedure we propose in this paper are then applied to measure the efficiencies of the public libraries in Seoul District area, and the results show that the proposed approach can provide meaningful information to improve discernment of the DMUs while using less number of input factors (and less information). The proposed method can be effectively used in the situation where the number of the DMUs to be considered is relatively small compared to the number of available input and output factors, which usually lessens the power to identify the inefficient units in DEA.

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Hospital Selection Factors and Degree of Satisfaction of Aesthetic Plastic Surgery Patients (미용성형 환자의 병원 선택 요인과 만족도)

  • Cho, Kyoung-Won
    • The Korean Journal of Health Service Management
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    • v.4 no.2
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    • pp.97-106
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    • 2010
  • Recently hospitals are trying to meet requests of patients by reflecting regular survey results of patients into hospital's management in order to increase patients' satisfaction and the rate of return visit. In this paper, degree of patients' satisfaction and the rate of return visit were analyzed using surveys of hospital selection factors and the characteristics of aesthetic plastic surgery. This analysis results can be used as data for setting up efficient management direction of aesthetic plastic surgery hospitals. In the main results, facilities and medical trust factor was the primary cause for aesthetic plastic surgery patients to select hospitals and the results showed that hospitals have to consider carefully not only aesthetic plastic surgery patients but also guardians such as parents or friends because patients are acquiring surgery information from them. The results also showed approachableness to hospitals was not important factor to select a hospital.

A Study on Digital Format Selection Strategies for a Library (도서관을 위한 디지털 포맷 선정 전략 연구)

  • Seo, Tae-Sul;Chang, Durk-Hyun
    • Journal of Information Management
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    • v.39 no.3
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    • pp.1-21
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    • 2008
  • In this paper, typical types of digital format were defined and digital format selection guidelines of US's NISO(National Information Standards Organization) and LC(Library of Congress) and Denmark's The State and University Library and the Royal Library were introduced. Five sustainability factors and quality and functionality factors were raised through analysing the three sample guidelines. The sustainability factors include descriptive, independency, consistency, widely adopted, and quality. Thus, digital format selection strategies for a library were developed.

A Study on the Selection of Means of Transportation in International Logistics

  • Kim, Jin-Hwan
    • East Asian Journal of Business Economics (EAJBE)
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    • v.10 no.2
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    • pp.55-69
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    • 2022
  • Purpose - This study is a study to investigate the problem of the selection of means of transportation in international logistics by studying the basics of logistics activities, selection factors of transportation methods, and multimodal transportation. Research design, data, methodology - This study is composed of 5 chapters through literature study. Chapter 1 describes the functions and transportation system of international logistics, Chapter 2 selects transportation, Chapter 3 deals with maritime transportation and multimodal transportation, Chapter 4 describes multimodal transportation in terms of customer service, Chapter 5 addresses the implications and conclusions. Results - When looking at the problem of selecting a means of transportation, it is important that the parties involved in the transportation choose which means of transportation for their convenience and profit during the transportation process. Here, there will be factors to consider, including transportation cost, when selecting a means of transportation, and each means of transportation may have characteristics or advantages and disadvantages. Considering all these points, the adoption of multimodal transportation from a customer service point of view may be the answer. Conclusions - This study pays attention to the academic understanding related to the selection of means of transportation and to how usefully this thesis can be used in the selection of transportation related persons, especially shippers, from a practical level.

An Analysis on the Priority of Selection of Supplier for School Food Service Materials (학교급식 식자재 공급업체 선정요인의 우선순위에 관한 연구)

  • Park, Myung-Joo;Kim, Suk-Whan;Lee, Joung-Sil
    • Korean Journal of Community Nutrition
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    • v.13 no.4
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    • pp.531-539
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    • 2008
  • The purpose of this study is to examine how nutritionists, principals and parents evaluated the importance and priorities of different selection factors for food materials suppliers in an attempt to suggest how to ensure the best supplier choice, since the selection of the best supplier was mandatory for the successful TQM of school food services. This study especially aims to develop priority alternatives based on relative rather than absolute assignments on selection of suppliers for school food service materials. To apply AHP, the selection factors of a food materials suppliers were grouped into five categories, which included quality, service, reliability, hygiene and price. And the five categories involved 28 elements. As the result, quality was considered most crucial on the whole, followed by service, reliability, hygiene and price; and food labeling in the category of quality evaluated as that of first priority in the totality evaluation elements.

Factors Influencing New Media Exposure of Political News by Youths in Isan Society

  • Jitsaeng, Khanittha;Chaikhambung, Juthatip
    • Journal of Information Science Theory and Practice
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    • v.10 no.2
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    • pp.86-101
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    • 2022
  • This research aimed at studying the factors that influence new media exposure of political news by youths in Isan society in Thailand. The target group comprised 1,200 individuals, obtained from multi-stage sampling from undergraduate students in Isan's autonomous universities, governmental universities, and private institutions. The data collection tool was a questionnaire, the content of which was validated by experts. The reliability of the tool was tested by the formula for Cronbach's alpha coefficient, which yielded a reliability of 0.83. Multiple regression analysis was applied to analyze the data. The results, regarding factors influencing the channels for political news exposure, showed that channels for political news exposure were mostly influenced by inner drives, followed by importance in political news exposure, influence from social networks, and specific characteristics of the Internet. This could explain the variation of channels for political news exposure at 46.5%. In terms of factors influencing political news selection, it was found that political news selection was influenced mostly from social networks, followed by inner drives, benefits from political news exposure, specific characteristics of the Internet, and the field of study. The variation of the political news selection could be explained at 44.6%. These results elaborate on the current situation in Thailand, especially in Isan region, where youths in higher education are playing an increasing role in demonstrating their political stance through various political activities.