• 제목/요약/키워드: Training Cost

검색결과 756건 처리시간 0.024초

The Effect of the Number of Training Data on Speech Recognition

  • Lee, Chang-Young
    • The Journal of the Acoustical Society of Korea
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    • 제28권2E호
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    • pp.66-71
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    • 2009
  • In practical applications of speech recognition, one of the fundamental questions might be on the number of training data that should be provided for a specific task. Though plenty of training data would undoubtedly enhance the system performance, we are then faced with the problem of heavy cost. Therefore, it is of crucial importance to determine the least number of training data that will afford a certain level of accuracy. For this purpose, we investigate the effect of the number of training data on the speaker-independent speech recognition of isolated words by using FVQ/HMM. The result showed that the error rate is roughly inversely proportional to the number of training data and grows linearly with the vocabulary size.

대형 복합건물을 대상으로 하는 소방관 팀 훈련용 시뮬레이터 개발 (A Team-based Firefighter Training Simulator for Complex Buildings)

  • 이재경;차무현;최병일;김태성
    • 한국CDE학회논문집
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    • 제16권5호
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    • pp.370-379
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    • 2011
  • The increasing complexity of complex buildings, such as high-rise buildings and underground subway stations, presents new challenges to firefighters. In a fire in complex buildings, the importance of the collaboration between firefighters is clear. The increased demand on firefighter training for such environment is now evident. Due to cost, time, and safety issues, it is impossible to experience a real fire in such environments for training. In addition, the use of real fire for training does not enable repeatable training and the evaluation of the training is difficult. We developed a team-based firefighter training simulator for complex buildings using the virtual reality technology. It provides the training and evaluation of firefighting and mission-based team training. To model real fire phenomena in virtual space, a numerical analysis method based on fire dynamics is used. To achieve an immersive virtual environment, an augmented reality technique for the compensation of real world image and a haptic technique for heat experience are adopted. The developed training simulator can help the firefighter to respond to large and complex firefighting scenarios, while maintaining the safety of the trainees.

기업 교육훈련의 전략적 평가 (Strategic Evaluation Of Education And Training In An Enterprise)

  • 권호일
    • 산업경영시스템학회지
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    • 제17권31호
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    • pp.11-20
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    • 1994
  • In these days, as human resource development is emphasized in an enterprise, the importance of evaluation of the education and training which is the means to practice is gradually increased. Because people wants to know the effects compared to the cost of the education and training in several years. Therefore, in this paper, I testified to a contribution about the strategic purpose of the functions of the education and training and I represented several strategies to practice it Through these strategies. the department of the education and training is getting know that how much does the education and training affect a prodectivity and a profit in offering service. And I also represented that it can be applied soft system analysis in developing concept model of ways of doing things. This analysis explains detaily the job performance skills which needs in each constituent element of system. The education and training can develop the ways of improving the job performance skills. The job performance skills affect a productivity and a profit. Finally, increasing of a profit due to the education and training represents the contribution of the strategic purpose and emphasize the development of the program for it. The education and training have to be considered the development of the marketing plan. If the prefects of the department of the education and training help their strategic purpose achievement, other departments can be given the services offering the education and training. The education and training measures the effects, embodies them and needs to be more sensitive making datas of the success cases.

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Research Priorities in Light of Current Trends in Microsurgical Training: Revalidation, Simulation, Cross-Training, and Standardisation

  • Nicholas, Rebecca Spenser;Madada-Nyakauru, Rudo N.;Irri, Renu Anita;Myers, Simon Richard;Ghanem, Ali Mahmoud
    • Archives of Plastic Surgery
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    • 제41권3호
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    • pp.218-224
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    • 2014
  • Plastic surgery training worldwide has seen a thorough restructuring over the past decade, with the introduction of formal training curricula and work-based assessment tools. Part of this process has been the introduction of revalidation and a greater use of simulation in training delivery. Simulation is an increasingly important tool for educators because it provides a way to reduce risks to both trainees and patients, whilst facilitating improved technical proficiency. Current microsurgery training interventions are often predicated on theories of skill acquisition and development that follow a 'practice makes perfect' model. Given the changing landscape of surgical training and advances in educational theories related to skill development, research is needed to assess the potential benefits of alternative models, particularly cross-training, a model now widely used in non-medical areas with significant benefits. Furthermore, with the proliferation of microsurgery training interventions and therefore diversity in length, cost, content and models used, appropriate standardisation will be an important factor to ensure that courses deliver consistent and effective training that achieves appropriate levels of competency. Key research requirements should be gathered and used in directing further research in these areas to achieve on-going improvement of microsurgery training.

EFFECTS OF VARYING DIETARY LEVELS OF TOTAL DIGESTIBLE NUTRIENTS, PROTEIN AND FIBER ON THE GROWTH OF CROSSBRED HOLSTEIN HEIFERS FED UREA-TREATED RICE STRAW DIETS UNDER TWO FEEDING SYSTEMS

  • Promma, S.;Tuikumpee, S.;Jeenklum, P.;Indratula, T.
    • Asian-Australasian Journal of Animal Sciences
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    • 제6권1호
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    • pp.91-97
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    • 1993
  • This experiment was carried out to examine the effects of urea-treated rice straw feeding on the growth performance of crossbred Holstein heifers under different feeding conditions. In the first experiment, the animals were given diets having 2 levels of TDN and CP and 3 levels of crude fiber (22, 30 and 36%) which were formulated with urea-treated rice straw and concentrates. Daily weight gain of heifers was not different between 22% and 30% CF diets, but the reduction of TDN or CP level to 90% of the requirements decreased the weight gain. Fiber content of 36% also reduced the body weight gain. The reduction of TDN significantly reduced DM intake and increased feed conversion ratio. Feed cost per kg weight gain was significantly increased by an increase in CF to 36%. In the second experiment, separate feeding and total mixing feeding were compared. There were no significant differences between the two feeding systems in body weight gain although the possibility of superiority in SF to TMF remained. DM intake was not affected by the feeding system, but 30% CF diet gave higher DM intake. Feed cost per kg weight gain was lower in the 30% CF diet.

Design and Implementation of a Smart Glass Application for XR Assisted Training of Core Nursing Skills

  • Kim, Sun Kyung;Yoon, Hyoseok;Shin, Choonsung;Choi, Jongmyung;Lee, Youngho
    • Journal of Multimedia Information System
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    • 제7권4호
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    • pp.277-280
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    • 2020
  • Extended reality-assisted training offers repeatable learning opportunities at a low cost. This paper proposes a smart glass application for training core nursing skills to nursing students, who often need to memorize and practice training sequences. The proposed smart glass application interactively presents a series of instructions to help students remember and perform two core nursing skills in the correct order. We conducted a usability test on 30 undergraduate nursing students in their third year using the smart glass application. Our initial findings show that many students have positively evaluated the possibility of using smart glasses for training, but have also encountered several challenges with the smart glass application's user interface, which takes time to adapt.

선박용 LED 등기구의 적용에 따른 경제성 분석 (Economic analysis on the applications of shipboard LED luminaires)

  • 박서준;변성환;김선재;박경수;길경석
    • Journal of Advanced Marine Engineering and Technology
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    • 제40권4호
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    • pp.342-347
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    • 2016
  • 본 논문에서는 실습선과 함정의 광원으로 80 % 이상을 차지하는 백열등 및 형광등기구를 대체하기 위한 선박용 LED 등기구의 경제성 분석에 관하여 기술하였다. 소비전력, 초기투자비용, 유지비용 및 유류비에 대한 절감률을 분석하였고, 탄소배출량과 손익분기점을 산출하였다. 실습선의 초기투자비용은 3.8배 상승하였지만, 5년간 유지비용은 51 % 절감되었다. 40 %, 50 % 및 60 %의 점등률에 따른 손익분기점은 각각 11개월, 9개월 및 7개월로 산출하였다. 함정의 초기 투자비용은 3.5배 상승하였지만, 5년간 유지비용은 55 % 절감되었다. 40 %, 50 % 및 60 %의 점등률에 따른 손익분기점은 각각 15개월, 12개월 및 10개월로 산출하였다. 또한 실습선과 함정의 탄소배출량은 각각 69 % 및 65 % 절감되었다. 이러한 결과를 통하여 실습선과 함정에 LED 등기구를 적용한다면, 50 % 이상의 유지비용 절약과 60 % 이상의 소비전력, 유류비 절감 및 탄소배출량이 감소될 것으로 판단된다.

Devising a Training Method for Assembly Work by Employing Disassembly

  • Ichikizaki, Osamu;Kubota, Ryou;Komori, Toshikazu;Matsumoto, Toshiyuki;Erikawa, Akihiro
    • Industrial Engineering and Management Systems
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    • 제12권4호
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    • pp.368-379
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    • 2013
  • Efficiency in work training is a perennial issue due to high-diversity low-volume production, particularly for manufacturers producing office machines which are manually assembled by workers. To reduce the training cost, parts used in training are usually reused; a trainer disassembles a product assembled by a worker in training. This paper proposes a training method that employs disassembly usually performed by a trainer. This method assigns both assembly and disassembly to a worker in training, in contrast to the conventional method. The effectiveness of the proposed method is experimentally discussed in terms of learning assembly motions and work procedure at each learning stage, namely, "undergoing learning," "immediately after learning," and "seven days after learning." The effectiveness of the training method is confirmed. The method improves the stability of work procedure recollection immediately after training. Furthermore, at seven days after training, it improves retention of the assembly motions and work procedure, and also promotes and maintains memory related to product structure.

바코드 기반의 저가 이동형 교육출석관리시스템 개발 (Barcode-based Low-cost Portable Training Attendance Management System Development)

  • 이학준;심현;손철수;오재철
    • 한국전자통신학회논문지
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    • 제8권11호
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    • pp.1733-1740
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    • 2013
  • 교육에서 중요한 요소는 신뢰성 있는 교육의 질을 확보하는 문제이다. 교육의 질을 확보하는 기준에는 다양한 방법들이 있다. 노동부의 계좌제교육, 보건의료종사자의 보수교육에서의 질 관리는 출석관리가 중요한 평가기준이기 때문에 신뢰성 높은 출석관리가 요구된다. 노동부에서 교육생의 출석 신뢰도를 높이기 위해서 최근에 신용카드형태의 출석체크 시스템을 도입하였다. 이에 비해 보건의료종사자의 보수교육은 형식적으로 이루어지는 출석관리로 교육의 질 문제가 제기되어왔다. 최근 개발된 USN기반의 출석관리시스템들은 효과는 있지만 적은규모의 교육이 다수의 지역에서 동시에 진행되는 경우에 관리자 측면에서는 비용적인 문제와 이동성 문제 그리고 시스템 운용의 문제 그리고 교육생의 출석관리의 신뢰도 문제가 해결해야 할 과제로 남게 되었다. 이러한 요구를 해결하기 위해서 본 연구는 바코드와 PC카메라 기반의 저비용 출석관리시스템을 설계 및 구현하였다. 개발된 시스템을 실제 보수교육현장에서 테스트를 실시한 결과 관리자 측면에서는 98%만족도를 보였고 교육생 측면에서도 95%의 만족도를 보였다.

동일 플렛폼 차량에 대한 저속 충돌시 손상성 수리성에 미치는 영향에 관한 연구 (A Study on Characteristics of Damageability and Repairability with Similar Platform Type at Low Speed 40% Offset Crash Test)

  • 임종훈;박인송;허승진
    • 한국자동차공학회논문집
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    • 제13권2호
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    • pp.108-113
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    • 2005
  • The damageability and repairability of similar platform type vehicles could be very concerned with design optimization. In all the vehicles crash tested, small size passenger vehicles were weakness in aspect of damageability and repairability. The most critical area appears to be repair cost considering that parts cost is the largest portion of total repair cost segments. Besides repair cost, attaching method of front sidemember and subframe are placed special importance for impact energy absorption and damageability and repairability. So in order to improve damageability and repairability of vehicle structure and body component of the monocoque type passenger vehicles, the end of front side member and front back beam should be designed with optimum level and to supply the end of front side member as a partial condition approx 300mm. The effectiveness of design concept on the 40% offset frontal impact characteristics of the passenger vehicle structure is investigated and summarized.