• Title/Summary/Keyword: AHP, t-test

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A Study on the Improvement of Weapon System T&E performance System (국방 무기체계 시험평가 수행체계 개선방안 연구)

  • BaekJung Kim;Sukjae Jeong
    • Journal of The Korean Institute of Defense Technology
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    • v.5 no.2
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    • pp.1-9
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    • 2023
  • The purpose of this study is to derive the need to improve the test and evaluation(T&E) performance system of the weapon systems to which advanced science and technology is applied, evaluate priorities, and present development plans. T&E of Al-based weapon systems through a literature research and case analysis on changes in the T&E environment for weapon system, 11 detailed evaluation items were derived from the in terms of the T&E system, structure, and technology. Al-based weapon system test evaluation should be performed in parallel with data-based performance evaluation and actual T&E, and performance measurement using a separate T&E data set is required for AI models performance evaluation. As a result of analyzing the importance of T&E through AHP analysis, the order of T&E system-technology-structure was evaluated, and the priority of detailed evaluation items was evaluated in the order of T&E result judgment-T&E organization and expert training-scientific T&E. For evaluation items with high priority, measures to improve the T&E performance system were presented.

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A Study on the Helicopter Pilot's Workload Influences by 'Surprise and Startle Effect' in the Abnormal Situation - Comparison by Pilot Certificate (Private and Commercial) - (비정상 상황에서 '놀람과 깜짝놀람의 영향(Surprise and Startle Effect)'이 헬리콥터 조종사의 작업부하(Workload)에 미치는 영향에 관한 연구 - 자격증명(자가용 및 사업용) 조종사의 비교 -)

  • Lee, Seokjong;Lee, Kangseok;Park, Wontae
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.30 no.2
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    • pp.44-54
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    • 2022
  • An empirical analysis was conducted on the workload of helicopter pilots flying in high-risk flight environments such as ground obstacles and weather effects at low altitudes. To evaluate the workload, an independent sample t-test was performed using the NASA-TLX evaluation method most suitable for the aviation field, and the workload score was calculated by applying the analytical stratification method (AHP) to compare and analyze private and commercial pilots. There is a significant difference in mean between private and commercial pilots and the result of work load was obtained over 70%. This paper studied the 'surprise and startle effect' on the helicopter field for the first time. In the future, it is intended to contribute to the safe operation of helicopters by presenting a method for effective safety management by utilizing it in the field of education and training for helicopter pilots and providing basic data for preventing accidents caused by human error.

Priority Analysis of Government Policy for Freight Forwarder (국제물류주선 사업자의 정부정책 우선순위 분석)

  • Shin, Chang-Hoon;Choi, Jin-Yi;Cho, Kyung-Woo;Yang, Han-Na;Jeong, Dong-Hun
    • Journal of Navigation and Port Research
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    • v.37 no.6
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    • pp.699-707
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    • 2013
  • With the increase in the trade volume between countries, the market of freight forwarders industry has been gradually growing. However, not only in Korea, with the number of global freight forwarders increasing, global competition has been increasingly fierce, and domestic freight forwarders are facing enormous challenges, therefore, the relevant policy sectors have carried out a series of supportive policies, while academics have conducted various researches. But most of them have focused on the current situation or the business model, and they could not get feedback on government support policies from enterprises. Using the AHP analysis, this study decided the priority of the government's ongoing supporting policies, compared the cognitive differences among of the companies of 3 different sizes, which was further verified using t-test. Then we compared the government support policies with the actual expectations of the companies to see if they matched on the basis of the previous results of this study, in order to help to strengthen the competitiveness of our freight forwarding industry.

Empirical Analysis for Improvement of Safety Management of Coastal Passenger Ship - Focusing on Safety Practitioners - (연안여객선 안전관리 개선을 위한 실증 분석 - 안전관리 실무 종사자 중심으로 -)

  • Kang, Min-gu;Kim, Hwayoung
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.25 no.5
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    • pp.511-518
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    • 2019
  • This study aimed to extract the priority safety improvement factors for coastal passenger ships and analyze the perception gap between groups. To extract the improvement factors, we formed an expert group with maritime safety supervisors, passenger-ship safety inspectors (PSIs), and captains of passenger ships, and then conducted a Delphi survey. We found, using a hierarchy process, that the improvement factors were divided into three factors in Level 1 and ten factors in Level 2. For the relative importance analysis using the AHP (Analytic Hierarchy Process) model, we also formed two groups: an inspector group with maritime safety supervisors and PSIs, and an examinee group with safety managers, captains, and crews. Consequently, the factors of designation of public transportation for passenger ships and supporting the welfare of the crew were evaluated as the most important among the extracted factors. We conducted a t-test for the analysis of the perception gap between the two groups. Three perception gaps were found: increasing the inspection personnel, strengthening the qualification of the inspection personnel, and expanding the safety operation center. The result of this study will be useful for improving the safety policy of coastal passenger ships.

A Comparison Study between Korean and Foreign Shipping Liners on Logistics Service Attributes and Capability (국적선사와 외국적선사의 물류서비스 속성과 역량에 관한 비교 연구)

  • Lee, Sang-Yoon;Ko, Hyun-Jeung
    • Journal of Korea Port Economic Association
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    • v.22 no.3
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    • pp.141-160
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    • 2006
  • In order to obtain and maintain competitive advantage, under rapidly changing maritime environment, liners should make efforts to reinforce their logistics service capabilities. Most of all, for this, shipping lines should accurately recognize and evaluate their logistics service attributes. In the present research, various logistics service attributes for ocean carriers were selected from previous studies and the observed data for 6 main service attributes were collected through a questionnaire survey to 31 maritime experts. Moreover, shipping lines' relative logistics service capabilities were measured by an additional survey process. The comparative gravity between core evaluation factors were measured by AHP technique and the relative capability levels of 2 Korean liners and 5 foreign shipping companies were assessed by utilizing a fuzzy model. The empirical result presents that Korean liners are superior at customer service capability but inferior at freight rate competitiveness. This research shows that Korean liners are ranked at high position for overall logistics service capabilities and focusing on the differentiation strategy but not on the cost related strategy.

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A Study on the Establishment of Urban Life Safety Abnormalities Detection Service Using Multi-Type Complex Sensor Information (다종 복합센서 정보를 활용한 도심 생활안전 이상감지 서비스 구축방안 연구)

  • Woochul Choi;Bong-Joo Jang
    • Journal of the Society of Disaster Information
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    • v.20 no.2
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    • pp.315-328
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    • 2024
  • Purpose: The purpose of this paper is to present a service construction plan using multiple complex sensor information to detect abnormal situations in urban life safety that are difficult to identify on CCTV. Method: This study selected service scenarios based on actual testbed data and analyzed service importance for local government control center operators, which are main users. Result: Service scenarios were selected as detection of day and night dynamic object, Detection of sudden temperature changes, and Detection of time-series temperature changes. As a result of AHP analysis, walking and mobility collision risk situation services and fire foreshadowing detection services leading to immediate major disasters were highly evaluated. Conclusion: This study is significant in proposing a plan to build an anomaly detection service that can be used in local governments based on real data. This study is significant in proposing a plan to build an anomaly detection service that can be used by local governments based on testbed data.

An Empirical Study on Motivation Factors Affecting Logistics and Trade Startup (물류, 무역 창업에 영향을 미치는 동기요인에 관한 실증연구)

  • Choong-Bae Lee;Eui-Jun Lee;Jin-Ho Noh
    • Korea Trade Review
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    • v.46 no.5
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    • pp.153-171
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    • 2021
  • The purpose of this study is to compare and derive the importance of motivating factors for start-up when deciding to start a business in the logistics and trading industries, and to compare, derive, and identify which motivating factors have an important influence on the start-up decision. In this study, 4 high-level factors such as career factors, policy/institutional factors, environmental factors, and economic factors and 12 low-level factors were derived from those four factors. Based on this, a questionnaire was distributed to established and prospective entrepreneurs, and the results were analyzed using the AHP (Analytic Hierarchy Process) technique. Manufacturing companies recognized the individual's capabilities and government support for them as important. Beside, service companies recognized the industrial environment that could generate economic benefits as important. Although there are differences in perception by group, it can be seen that factors that are recognized as important within each group have connectivity and show the same directivity.

Preliminary Analysis on Strategic Planning to Enter Chinese health Care Market: Focusing on SWOT-AHP Analysis (우리나라 임금 근로자의 건강관련 삶의 질에 미치는 영향요인에 관한 연구)

  • Sohn, Shin-Young
    • The Korean Journal of Health Service Management
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    • v.12 no.4
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    • pp.139-154
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    • 2018
  • Objectives: The aim of this study was to examine factors influencing health-related quality of life of waged workers. Methods: This study used data from the Seventh Korea National Health and Nutrition Examination Survey. Data were analyzed with the $x^2-test$, t-test, ANOVA, and multiple regression. Results: The significant predictors of health-related quality of life were depression, subjective health status, age, activity limitation, education, worker status, monthly income, drinking, smoking, physical injury, stress, and moderate physical activity. Conclusions: Personal health characteristics, psychological characteristics, socioeconomic characetrictics and working characetrictics affect health-related quality of life. Health-related quality of life is also affected by social structural problems such as socioeconomic factors and employment instabilitye. In addition to the development of health care programs to improve health-related quality of life of twaged workers, policy changes are needed to improve the social structure.

Analyzing the Differential Views between the Designers and the Users on Certification Assessment Criteria of the G-SEED System - Focused on Certification Assessment Criteria for Apartment Buildings - (녹색건축 인증제도 평가항목에 대한 설계 실무자 및 사용자 의식 차이 분석 - 공동주택 인증 평가항목을 중심으로 -)

  • Choi, Yeo-Jin
    • KIEAE Journal
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    • v.15 no.6
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    • pp.87-92
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    • 2015
  • Purpose: The green building certification system in Korea was introduced in 2002 and developed as an improvement version of the G-SEED(Green Standard for Energy and Environmental Design) system in 2013. This study conducts surveys targeting architectural designers and users on significance of certification assessment criteria for apartment buildings on the G-SEED system and examines the differential views between the two groups on assessment criteria. Method: First, The AHP(Analytic Hierarchy Process) method was used to find importance of assessment criteria and then the importances were compared with weighted points on the certification standard. Second, the t-test was used to investigate differential views between designer and user groups on certification assessment criteria based on drawn importances. Result: (1) While designer group considered land use and transportation, energy and environmental pollution, and water circulation management as more important, user group did material and resource, maintenance management, ecological environment, and indoor environment as more important. (2) Based on t-test results, sustainable energy, water circulation system, site management, habitat, acoustical environment, and light environment were found to be different on importance between the two groups.

Selecting Target Sites for Non-point Source Pollution Management Using Analytic Hierarchy Process (계층분석적 의사결정기법을 이용한 비점원오염 관리지역의 선정)

  • Shin, Jung-Bum;Park, Seung-Woo;Kim, Hak-Kwan;Choi, Ra-Young
    • Journal of The Korean Society of Agricultural Engineers
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    • v.49 no.3
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    • pp.79-88
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    • 2007
  • This paper suggests a hierarchial method to select the target sites for the nonpoint source pollution management considering factors which reflect the interrelationships of significant outflow characteristics of nonpoint source pollution at given sites. The factors consist of land slope, delivery distance to the outlet, effective rainfall, impervious area ratio and soil loss. The weight of each factor was calculated by an analytic hierarchy process(AHP) algorithm and the resulting influencing index was defined from the sum of the product of each factor and its computed weight value. The higher index reflect the proposed target sites for nonpoint source pollution management. The proposed method was applied to the Baran HP#6 watershed, located southwest from Suwon city. The Agricultural Nonpoint Pollution Source(AGNPS) model was also applied to identify sites contributing significantly to the nonpoint source pollution loads from the watershed. The spatial correlation between the two results for sites was analyzed using Moran's I values. The I values were $0.38{\sim}0.45$ for total nitrogen(T-N), and $0.15{\sim}0.22$ for total phosphorus(T-P), respectively. The results showed that two independent estimates for sites within the test water-shed were highly correlated, and that the proposed hierarchial method may be applied to select the target sites for nonpoint source pollution management.