• Title/Summary/Keyword: 응답평가

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Improving Table Question Answering Using Prompt (프롬프트를 이용한 표 질의응답의 성능향상)

  • Jeongyeon Park;Donghyeok Lee;Hyeong Jin Shin;Kyungbeen Cho;Jae Sung Lee
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.395-398
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    • 2023
  • 표 질의응답이란, 주어진 표에서 질의문에 대한 답변을 자동으로 추출하거나 생성하는 기술을 말한다. 최근 언어모델을 사용한 연구들은 정답을 유도할 수 있는 명령문인 프롬프트를 활용하여 더 높은 성능을 보이고 있다. 본 연구에서는 표 질의응답의 성능을 향상시키기 위해, 프롬프트를 효과적으로 사용할 수 있는 모델을 제안한다. 이와 함께, 다양한 형태의 프롬프트를 사용하여 모델을 평가한다. 실험 결과, 기본 모델에 단순 질의문만 입력으로 사용했을 때의 성능 F1 67.5%에 비해, 다양한 프롬프트를 입력으로 사용한 경우 1.6%p 향상된 F1 69.1%을 보였다. 또한, 다양한 프롬프트와 함께 제안 모델을 사용했을 때에는 기본 모델보다 2.2%p 높은 F1 69.7%을 달성했다.

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Seismic Capacity Evaluation of Bridge Structure using Capacity Spectrum Method (역량스펙트럼법에 의한 교량 구조물의 내진성능평가)

  • 박연수;오백만;박철웅;서병철
    • Journal of the Earthquake Engineering Society of Korea
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    • v.7 no.5
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    • pp.67-73
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    • 2003
  • The present seismic analysis of Road-Bridge Design Standard is on a basis of load-based analysis which lets structures have the strength over load. In this study, the capacity spectrum method, a kind of displacement based method, which is evaluated by displacement of structure, is presented as an alternative to the analysis method based on load. Seismic capacity is performed about the existing reinforced concrete pier which has already secured seismic design by capacity spectrum method. As a result. capacity spectrum method could realistically evaluate the non-elastic behavior of structures easily and quickly and the displacement of structures for variable ground motion level. And it could efficiently apply to an evaluation of seismic capacity about the existing structure and a verification of design for capacity target of the new structure.

Estimating the benefit of constructing the international horse riding arena at Sangju (상주국제승마경기장 사업의 경제적 편익)

  • Jeong, Ki-Ho
    • Journal of the Korean Data and Information Science Society
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    • v.23 no.5
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    • pp.913-925
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    • 2012
  • This study evaluates the economic benefit of the project constructing the international riding arena having been built at Sangju in Gyeongsangbuk-Do by the willingness to pay (WTP) of residents in the province. As the evaluation method, the dichotomous choice contingent valuation method (CVM) is adopted with the additional questions of whether his/her WTP is zero, to improve the statistical accuracy of evaluation results. Considering the arena's administrative location, the population of the surveys for analysis is confined to residents of Daegu and Gyeongsangbuk-do. The survey is conducted through personal interviews. It turns out that the WTP per household per year is evaluated as 1,847 won and the total yearly benefit of the Sangju international horse riding arena is estimated as 3.56 billion won.

Modal Analysis of a Large Truss for Structural Integrity (건전성 평가를 위한 대형 트러스 구조물의 모드분석)

  • Park, Soo-Yong
    • Journal of Navigation and Port Research
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    • v.32 no.3
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    • pp.215-221
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    • 2008
  • Dynamic characteristics of a structure, i.e., natural frequency and mode shape, have been widely using as an input data in the area of structural integrity or health monitoring which combined with the damage evaluation and structural system identification techniques. It is very difficult, however, to get those information by the conventional modal analysis method from large structures, such as the offshore structure or the long-span bridge, since the source of vibration is not available. In this paper, a method to obtain the frequencies and the mode shapes of a large span truss structure using only acceleration responses is studied. The calculation procedures to obtain acceleration responses and frequency response functions are provided utilizing a numerical model of the truss, and the process to extract natural frequencies and mode shapes from the modal analysis is cleary explained. The extracted mode shapes by proposed method are compared with those from eigenvalue analysis for the estimation of accuracy. The validity of the mode shapes is also demonstrated using an existing damage detection technique for the truss structure by simulated damage cases.

A Design of The Rule-based System for Software Quality Evaluation (소프트웨어 품질평가용 규칙기반 시스템 설계)

  • 이강희;윤인환;김화수
    • Proceedings of the Korean Information Science Society Conference
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    • 1998.10c
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    • pp.57-59
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    • 1998
  • 소프트웨어의 고품질화를 추구하는 것은 필수적인 일이다. 좋은 품질의 소프트웨어를 획득 또는 개발하기 위해서는 S/W 품질평가에 대한 효율적인 방법이 요구되고 있다. S/W 품질평가는 객관적이고 정량적으로 평가되어야 하므로 본 논문에서는 S/W 품질평가에 대한 표준 및 기준, 방침과 전문가의 지식을 반영한 규칙기반 시스템을 이용하여 평가함으로써 정확하고 신뢰성을 보장하도록 설계하였다. 특히 쉽게 지식을 변경 또는 추가할 수 있도록 규칙기반 시스템으로 설계하였으며, 이러한 규칙기반 시스템을 이용하여 질의 응답을 통해 쉽고 효율적으로 S/W 품질을 평가할 수 있는 기반/기초기술을 제공하였다.

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Consumer's Perception and Utilization of Food Labels by Age and Gender (일반 소비자의 연령과 성별에 따른 식품표시에 대한 인식 및 활용도)

  • Jung, Hyun-Young;Kim, Hyun-Ah
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.45 no.3
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    • pp.437-444
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    • 2016
  • This study was carried out to investigate food label perception and utilization classified by age and sex. Questionnaires were collected from 938 male and female customers aged in their 20's to 50's from February 4th to March 30th 2014. Regarding checking food labels at the time of purchase, 73.8% of consumers checked food labels, and there was a significant difference by age and sex. Female more often checked food labels than males, and the 40's group showed a higher ratio of checking food labels than other age groups. The main reason for checking food label was 'confirming expiration date' (60%), 'ingredients' (16.4%), and 'nutrition contents' (13.7%). The main reason not checking food labels was 'too small and insufficient to understand' (50.3%), 'too difficult to understand' (16.4%), and 'have no concern' (14.9%). There was a significant difference by age, as in the 50's group showed a higher ratio of 'too small and insufficient to understand' than the other age groups, and 20's and 30's groups showed a higher ratio of 'too difficult to understand'. The overall satisfaction score was 2.96, awareness score was 2.88, and reliability score was 2.93. A total of 96% answered that food labelling education is needed. Therefore, food labelling education for consumers is required to encourage consumers to purchase healthy foods.

Seismic Response of Seismically-Isolated Nuclear Power Plants considering Age-related Degradation of High Damping Rubber Bearing (고감쇠고무 적층받침의 경년열화를 고려한 원전구조물의 지진응답)

  • Park, Junhee;Choun, Young-Sun;Choi, In-Kil
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.26 no.2
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    • pp.131-138
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    • 2013
  • The high damping rubber bearings contributed to reduce a seismic force transmitted to upper structures, the material properties of rubber changes with time and the rubber with age-related degradation can affect the seismic response of structures and equipments. Therefore the seismic response of structure considering age-related degradation of isolators should be evaluated. In this paper, the stiffness and damping for isolators were defined using the aging data proposed by other researchers. The reactor containment building and the auxiliary building were selected to conduct the nonlinear analysis and the natural frequency, maximum responses, floor response spectrum(FRS) were evaluated with time using the four earthquakes with different frequency contents. According to the analysis results, the seismic responses are increased by the age-related degradation of isolators and the detail inspections should be conducted up to 20 years because it was presented that the change of FRS was high during this period.

Seismic Performance Evaluation of Mechanically Jointed PE Pipeline by Response Displacement Method (기계식 이음 PE관의 응답변위법 기반 내진성능평가 요령)

  • DongSoon Park
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.27 no.4
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    • pp.23-32
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    • 2023
  • The seismic performance of buried PE pipes is reported to be favorable due to their exceptional elongation capacity at break. Although a seismic performance evaluation procedure based on the response displacement method has been summarized in Korea for fusion-bonded PE pipes, there is currently no procedure available for mechanically jointed PE pipes. This article aims to present a seismic performance evaluation procedure based on the response displacement method specifically designed for mechanically jointed PE pipes in Korea. When employing the mechanical joining method for PE pipes, it is recommended to adhere to the evaluation procedure established for segment-type pipes. This involves assessing the stress induced by the pipe, the expansion and contraction strain of the joint, and the bending angle of the pipe joint. Furthermore, the coefficient of inhomogeneity of the soil, which is necessary for estimating the axial strain of the ground, is introduced. Additionally, a computation method for determining lateral displacement and reconsolidation settlement in soil susceptible to liquefaction is proposed. As a result of the sensitivity analysis considering the typical soil condition in Korea, the mechanically jointed PE pipe with a certain quality was shown to have good structural seismic safety when soil liquefaction was not considered. This procedure serves as a valuable tool for seismic design and evaluating the seismic performance of mechanically joined buried PE pipes, which are primarily utilized for connecting small-diameter pipes.

Predictions of Unbalanced Response of Turbo Compressor Equipped with Active Magnetic Bearings through System Identification (시스템 식별을 통한 자기베어링 장착 터보 압축기의 불평형 응답 예측)

  • Baek, Seongiki;Noh, Myounggyu;Lee, Kiwook;Park, Young-Woo;Lee, Nam Soo;Jeong, Jinhee
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.40 no.1
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    • pp.97-102
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    • 2016
  • Since vibrations in rotating machinery is a direct cause of performance degradation and failures, it is very important to predict the level of vibrations as well as have a method to lower the vibrations to an acceptable level. However, the changes in balancing during installation and the vibrational modes of the support structure are difficult to predict. This paper presents a method for predicting the unbalanced response of a turbo-compressor supported by active magnetic bearings (AMBs). Transfer functions of the rotor are obtained through system identification using AMBs. These transfer functions contain not only the dynamics of the rotor but also the vibrational modes of the support structure. Using these transfer functions, the unbalanced response is calculated and compared with the run-up data obtained from a compressor prototype. The predictions revealed the effects of the support structure, validating the efficacy of the method.

Earthquake Resistant Performance of a High-rise Shear Wall Apartment Based on Nonlinear Time History Response Analysis (동적 탄소성 지진응답해석에 의한 고층 벽식 아파트의 내진성능 검토)

  • 박성수
    • Journal of the Earthquake Engineering Society of Korea
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    • v.3 no.1
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    • pp.1-8
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    • 1999
  • Dynamic elastoplastic LPM (lumped parameter mass) analyses are carried out in order to investigate the seismic resistant performance of a typical high-rise shear wall apartment subjected to several earthquakes. Three-dimensional nonlinear pushover analysis is adopted to estimate initial elastic stiffness, yielding strength and post-yielding stiffness of each story for the time history analysis of LPM shear model. For the hysteresis of each story, Clough and bilinear models are used with the input of four recorded earthquake ground motions of EI Centro 1940 NS, Taft 1952 EW, Hachinohe 1968 NS and Kobe 1995 NS, of which the amplitudes are scaled down to have the same maximum ground velocity of 12 kine. The result shows that yieldings take place in most storys of the building, i.e. the earthquake resistant capacity of this high-rise shear wall apartment is not sufficient at the event of earthquake M=5~6.

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