• 제목/요약/키워드: Design Of Experiments

검색결과 6,484건 처리시간 0.039초

ChatGPT의 경찰 관련 교통법규 응답 능력에 대한 탐색적 연구 - 운전면허 학과시험과 도로교통사고감정사 1차 시험을 대상으로 - (An Exploratory Study on ChatGPT's Performance to Answer to Police-related Traffic Laws: Using the Driver's License Test and the Road Traffic Accident Appraiser)

  • 이상엽
    • 디지털정책학회지
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    • 제2권4호
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    • pp.1-10
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    • 2023
  • 본 연구는 경찰교통에서의 효과적 ChatGPT 활용 방안 도출을 위한 사전 연구로서 운전면허 학과시험과 도로교통사고감정사 시험에 대한 ChatGPT의 응답을 분석하였다. ChatGPT가 뛰어난 성능과 접근성으로 여러 분야에서 기대를 받고 있으나 경찰 교통법규와 같이 고도의 정확성이 요구되는 분야에서는 사전에 그 성능과 한계를 탐색할 필요가 있다. 이에 본 연구에서는 운전면허 학과시험 문제은행과 도로교통사고감정사 1차 시험을 대상으로 파이썬 코드로 OpenAI API를 이용해 30회의 반복 실험으로 ChatGPT의 응답을 수집하고 응답 결과를 바탕으로 시험별·연도별·내용 영역별 정답률, 일관성 능력을 분석하였다. 분석 결과 첫째, 운전면허 학과시험 및 도로교통사고감정사 1차 시험의 평균 정답률은 각 44.60%, 35.45%로 합격기준보다 낮았다. 연도별로는 2022년 이후 정답률이 평균 정답률을 하회했다. 둘째, 영역별 정답률은 29.69%~56.80%로 나타나 큰 편차를 보였다. 셋째, 정답을 맞힌 경우 95% 이상 일관되게 같은 응답을 출력하였다. ChatGPT의 효과적 활용을 위해서는 사용자의 전문 지식, 평가 데이터 및 방법 마련, 양질의 교통법규 말뭉치 설계와 주기적 학습이 필요하다고 판단된다.

전탐색 회피에 의한 고속 에지기반 점 상관 알고리즘의 개발 (Development of an Edge-based Point Correlation Algorithm Avoiding Full Point Search in Visual Inspection System)

  • 강동중;김문조;김민성;이응주
    • 정보처리학회논문지B
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    • 제11B권3호
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    • pp.327-336
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    • 2004
  • 일반적인 공장환경에서 적용할 수 있는 비젼 검사시스템의 개발을 위해서는 안정적이면서도 고속 패턴정합을 수행하는 알고리즘의 개발이 필요하다. 본 논문에서는 전탐색 회피기법을 이용하는 자동화용 패턴검사를 위한 에지 기반의 점상관 고속 알고리즘을 제안한다. 이 알고리즘은 탐색할 영상의 에지특성을 분석함에 의해 전탐색을 회피함으로써 탐색복잡도를 크게 개선한다. 농담정규화정합(NGC)법을 사용하는 통상적인 검사 알고리즘은 공장환경에 적용할 매 몇가지 문제점을 극복해야 한다. 첫 번째는 과도한 계산량으로 고속동작을 가능하게 하기 위해 특별한 알고리즘의 설계가 필요하며 고속 하드웨어의 사용을 요구한다 두 번째는 불안정한 조명조건 하에서도 신뢰성 있는 검사결과를 주어야 한다는 것이다. 전통적인 NGC 알고리즘은 조명의 불안정에 따라 검사결과가 크게 변동하는 특성을 가지고 있다. 본 논문에서는 이러한 단점을 극복하기 위해 에지 기반의 점상관 알고리즘을 제안한다. 계산량을 개선하기 위해 전탐색 회피 알고리즘을 개발하여 적용하고, 에지 피라미드 구조를 탐색에 T입하여 실시간에 근접하는 시간 복잡도를 달성한다. 제안된 방법들은 실제 영상에 적용하여 신뢰성을 검증한다

설비공학 분야의 최근 연구 동향: 2014년 학회지 논문에 대한 종합적 고찰 (Recent Progress in Air-Conditioning and Refrigeration Research: A Review of Papers Published in the Korean Journal of Air-Conditioning and Refrigeration Engineering in 2014)

  • 이대영;김사량;김현정;김동선;박준석;임병찬
    • 설비공학논문집
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    • 제27권7호
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    • pp.380-394
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    • 2015
  • This article reviews the papers published in the Korean Journal of Air-Conditioning and Refrigeration Engineering during 2014. It is intended to understand the status of current research in the areas of heating, cooling, ventilation, sanitation, and indoor environments of buildings and plant facilities. Conclusions are as follows. (1) The research works on the thermal and fluid engineering have been reviewed as groups of heat and mass transfer, cooling and heating, and air-conditioning, the flow inside building rooms, and smoke control on fire. Research issues dealing with duct and pipe were reduced, but flows inside building rooms, and smoke controls were newly added in thermal and fluid engineering research area. (2) Research works on heat transfer area have been reviewed in the categories of heat transfer characteristics, pool boiling and condensing heat transfer and industrial heat exchangers. Researches on heat transfer characteristics included the results for thermal contact resistance measurement of metal interface, a fan coil with an oval-type heat exchanger, fouling characteristics of plate heat exchangers, effect of rib pitch in a two wall divergent channel, semi-empirical analysis in vertical mesoscale tubes, an integrated drying machine, microscale surface wrinkles, brazed plate heat exchangers, numerical analysis in printed circuit heat exchanger. In the area of pool boiling and condensing, non-uniform air flow, PCM applied thermal storage wall system, a new wavy cylindrical shape capsule, and HFC32/HFC152a mixtures on enhanced tubes, were actively studied. In the area of industrial heat exchangers, researches on solar water storage tank, effective design on the inserting part of refrigerator door gasket, impact of different boundary conditions in generating g-function, various construction of SCW type ground heat exchanger and a heat pump for closed cooling water heat recovery were performed. (3) In the field of refrigeration, various studies were carried out in the categories of refrigeration cycle, alternative refrigeration and modelling and controls including energy recoveries from industrial boilers and vehicles, improvement of dehumidification systems, novel defrost systems, fault diagnosis and optimum controls for heat pump systems. It is particularly notable that a substantial number of studies were dedicated for the development of air-conditioning and power recovery systems for electric vehicles in this year. (4) In building mechanical system research fields, seventeen studies were reported for achieving effective design of the mechanical systems, and also for maximizing the energy efficiency of buildings. The topics of the studies included energy performance, HVAC system, ventilation, and renewable energies, piping in the buildings. Proposed designs, performance performance tests using numerical methods and experiments provide useful information and key data which can improve the energy efficiency of the buildings. (5) The field of architectural environment was mostly focused on indoor environment and building energy. The main researches of indoor environment were related to the evaluation of work noise in tunnel construction and the simulation and development of a light-shelf system. The subjects of building energy were worked on the energy saving of office building applied with window blind and phase change material(PCM), a method of existing building energy simulation using energy audit data, the estimation of thermal consumption unit of apartment building and its case studies, dynamic window performance, a writing method of energy consumption report and energy estimation of apartment building using district heating system. The remained studies were related to the improvement of architectural engineering education system for plant engineering industry, estimating cooling and heating degree days for variable base temperature, a prediction method of underground temperature, the comfort control algorithm of car air conditioner, the smoke control performance evaluation of high-rise building, evaluation of thermal energy systems of bio safety laboratory and a development of measuring device of solar heat gain coefficient of fenestration system.

설비공학회 분야의 최근 연구 동향 : 2015년 학회지 논문에 대한 종합적 고찰 (Recent Progress in Air-Conditioning and Refrigeration Research : A Review of Papers Published in the Korean Journal of Air-Conditioning and Refrigeration Engineering in 2015)

  • 이대영;김사량;김현정;김동선;박준석;임병찬
    • 설비공학논문집
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    • 제28권6호
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    • pp.256-268
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    • 2016
  • This article reviews the papers published in the Korean Journal of Air-Conditioning and Refrigeration Engineering during 2015. It is intended to understand the status of current research in the areas of heating, cooling, ventilation, sanitation, and indoor environments of buildings and plant facilities. Conclusions are as follows. (1) The research works on the thermal and fluid engineering were carried out in the areas of flow, heat and mass transfer, cooling and heating, and air-conditioning, the renewable energy system and the flow inside building rooms. Research issues dealing with air-conditioning machines and fire and exhausting smoke were reduced. CFD seems to be spreading to more research areas. (2) Research works on heat transfer area were carried out in the categories of heat transfer characteristics, pool boiling and condensing heat transfer and industrial heat exchangers. Researches on heat transfer characteristics included the economic analysis of GHG emission, micro channel heat exchanger, effect of rib angle on thermal performance, the airside performance of fin-and-tube heat exchangers, theoretical analysis of a rotary heat exchanger, heat exchanger in a cryogenic environment, the performance of a cross-flow-type, indirect evaporative cooler made of paper/plastic film. In the area of pool boiling and condensing, the bubble jet loop heat pipe was studied. In the area of industrial heat exchangers, researches were performed on fin-tube heat exchanger, KSTAR PFC and vacuum vessel at baking phase, the performance of small-sized dehumidification rotor, design of gas-injection port of an asymmetric scroll compressor, effect of slot discharge-angle change on exhaust efficiency of range hood system with air curtain. (3) In the field of refrigeration, various studies were carried in the categories of refrigeration cycle, alternative refrigeration/energy system, system control. In the refrigeration cycle category, a cold-climate heat pump system, $CO_2$ cascade systems, ejector cycles and a PCM-based continuous heating system were investigated. In the alternative refrigeration/energy system category, a polymer adsorption heat pump, an alcohol absorption heat pump and a desiccant-based hybrid refrigeration system were investigated. In the system control category, turbo-refrigerator capacity controls and an absorption chiller fault diagnostics were investigated. (4) In building mechanical system research fields, eighteen studies were reported for achieving effective design of the mechanical systems, and also for maximizing the energy efficiency of buildings. The topics of the studies included energy performance, HVAC system, ventilation, and renewable energies, piping in the buildings. Proposed designs, performance tests using numerical methods and experiments provide useful information and key data which can improve the energy efficiency of the buildings. (5) The field of architectural environment was mostly focused on indoor environment and building energy. The main researches of indoor environment were related to the user and location awareness technology applied dimming lighting control system, the lighting performance evaluation for light-shelves, the improvement evaluation of air quality through analysis of ventilation efficiency and the evaluation of airtightness of sliding and LS window systems. The subjects of building energy were worked on the energy saving estimation of existing buildings, the developing model to predict heating energy usage in domestic city area and the performance evaluation of cooling applied with economizer control. The studies were also performed related to the experimental measurement of weight variation and thermal conductivity in polyurethane foam, the development of flame spread prevention system for sandwich panels, the utilization of heat from waste-incineration facility in large-scale horticultural facilities.

설비공학 분야의 최근 연구 동향 : 2016년 학회지 논문에 대한 종합적 고찰 (Recent Progress in Air-Conditioning and Refrigeration Research : A Review of Papers Published in the Korean Journal of Air-Conditioning and Refrigeration Engineering in 2016)

  • 이대영;김사량;김현정;김동선;박준석;임병찬
    • 설비공학논문집
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    • 제29권6호
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    • pp.327-340
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    • 2017
  • This article reviews the papers published in the Korean Journal of Air-Conditioning and Refrigeration Engineering during 2016. It is intended to understand the status of current research in the areas of heating, cooling, ventilation, sanitation, and indoor environments of buildings and plant facilities. Conclusions are as follows. (1) The research works on the thermal and fluid engineering have been reviewed as groups of flow, heat and mass transfer, the reduction of pollutant exhaust gas, cooling and heating, the renewable energy system and the flow around buildings. CFD schemes were used more for all research areas. (2) Research works on heat transfer area have been reviewed in the categories of heat transfer characteristics, pool boiling and condensing heat transfer and industrial heat exchangers. Researches on heat transfer characteristics included the results of the long-term performance variation of the plate-type enthalpy exchange element made of paper, design optimization of an extruded-type cooling structure for reducing the weight of LED street lights, and hot plate welding of thermoplastic elastomer packing. In the area of pool boiling and condensing, the heat transfer characteristics of a finned-tube heat exchanger in a PCM (phase change material) thermal energy storage system, influence of flow boiling heat transfer on fouling phenomenon in nanofluids, and PCM at the simultaneous charging and discharging condition were studied. In the area of industrial heat exchangers, one-dimensional flow network model and porous-media model, and R245fa in a plate-shell heat exchanger were studied. (3) Various studies were published in the categories of refrigeration cycle, alternative refrigeration/energy system, system control. In the refrigeration cycle category, subjects include mobile cold storage heat exchanger, compressor reliability, indirect refrigeration system with $CO_2$ as secondary fluid, heat pump for fuel-cell vehicle, heat recovery from hybrid drier and heat exchangers with two-port and flat tubes. In the alternative refrigeration/energy system category, subjects include membrane module for dehumidification refrigeration, desiccant-assisted low-temperature drying, regenerative evaporative cooler and ejector-assisted multi-stage evaporation. In the system control category, subjects include multi-refrigeration system control, emergency cooling of data center and variable-speed compressor control. (4) In building mechanical system research fields, fifteenth studies were reported for achieving effective design of the mechanical systems, and also for maximizing the energy efficiency of buildings. The topics of the studies included energy performance, HVAC system, ventilation, renewable energies, etc. Proposed designs, performance tests using numerical methods and experiments provide useful information and key data which could be help for improving the energy efficiency of the buildings. (5) The field of architectural environment was mostly focused on indoor environment and building energy. The main researches of indoor environment were related to the analyses of indoor thermal environments controlled by portable cooler, the effects of outdoor wind pressure in airflow at high-rise buildings, window air tightness related to the filling piece shapes, stack effect in core type's office building and the development of a movable drawer-type light shelf with adjustable depth of the reflector. The subjects of building energy were worked on the energy consumption analysis in office building, the prediction of exit air temperature of horizontal geothermal heat exchanger, LS-SVM based modeling of hot water supply load for district heating system, the energy saving effect of ERV system using night purge control method and the effect of strengthened insulation level to the building heating and cooling load.

두 개의 임플란트를 이용한 3본 고정성 국소의치에서 가공치 위치에 따른 하악골에서의 응력 분포 및 변형에 관한 삼차원 유한요소법적 연구 (THE THREE DIMENSIONAL FINITE ELEMENT ANALYSIS OF STRESS DISTRIBUTION AND DEFORMATION IN MANDIBLE ACCORDING TO THE POSITION OF PONTIC IN TWO IMPLANTS SUPPORTED THREE-UNIT FIXED PARTIAL DENTURE)

  • 김동수;김일규;장금수;박태환;김규남;손충렬
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • 제34권2호
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    • pp.166-179
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    • 2008
  • Excessive concentration of stress which is occurred in occlusion around the implant in case of the implant supported fixed partial denture has been known to be the main cause of the crestal bone destruction. Therefore, it is essential to evaluate the stress analysis on supporting tissue to get higher success rates of implant. The purpose of this study was to evaluate the effects of stress distribution and deformation in 3 different types of three-unit fixed partial denture sup-ported by two implants, using a three dimensional finite element analysis in a three dimensional model of a whole mandible. A mechanical model of an edentulous mandible was generated from 3D scan, assuming two implants were placed in the left premolars area. According to the position of pontic, the experiments groups were divided into three types. Type I had a pontic in the middle position between two implants, type II in the anterior posi-tion, and type III in the posterior position. A 100-N axial load was applied to sites such as the central fossa of anterior and posterior implant abutment, central fossa of pontic, the connector of pontic or the connector between two implants, the mandibular boundary conditions were modeled considering the real geometry of its four-masticatory muscular supporting system. The results obtained from this study were as follows; 1. The mandible deformed in a way that the condyles converged medially in all types under muscular actions. In comparison with types, the deformations in the type II and type III were greater by 2-2.5 times than in the type I regardless of the loading location. 2. The values of von Mises stresses in cortical and cancellous bone were relatively stable in all types, but slightly increased as the loading position was changed more posteriorly. 3. In comparison with type I, the values of von Mises stress in the implant increased by 73% in Type II and by 77% in Type III when the load was applied anterior and posterior respectively, but when the load was applied to the middle, the values were similar in all types. 4. When the load was applied to the centric fossa of pontic, the values of von Mises stress were nearly $30{\sim}35%$ higher in the type III than type I or II in the cortical and cancellous bone. Also, in the implant, the values of von Mises stress of the type II or III were $160{\sim}170%$ higher than in the type I. 5. When the load was applied to the centric fossa of implant abutment, the values of von Mises stress in the cortical and cancellous bone were relatively $20{\sim}25%$ higher in the type III than in the other types, but in the implant they were 40-45% higher in the type I or II than in the type III. According to the results of this study, musculature modeling is important to the finite element analysis for stress distribution and deformation as the muscular action causes stress concentration. And the type I model is the most stable from a view of biomechanics. Type II is also a clinically accept-able design when the implant is stiff sufficiently and mandibular deformation is considered. Considering the high values of von Mises stress in the cortical bone, type III is not thought as an useful design.

Effect of Microbial Phytase on Performance, Nutrient Absorption and Excretion in Weaned Pigs and Apparent Ileal Nutrient Digestibility in Growing Pigs

  • Zeng, Z.K.;Piao, X.S.;Wang, D.;Li, P.F.;Xue, L.F.;Salmon, Lorraine;Zhang, H.Y.;Han, X.;Liu, L.
    • Asian-Australasian Journal of Animal Sciences
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    • 제24권8호
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    • pp.1164-1172
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    • 2011
  • Two experiments were conducted to evaluate the efficacy of Trichoderma reesei derived phytase for pigs fed diets with fixed calcium to total phosphorus ratios (1.5:1). In Exp. 1, 280 weaned pigs (initial BW of $10.32{\pm}1.94$ kg) were allocated to one of five dietary treatments on the basis of weight and gender in a randomized complete block design. Treatments were the low phosphorus (0.6% Ca, 0.4% total P and 0.23% available P) diets supplemented with 0, 250, 1,000, or 2,000 FTU phytase/kg of diet and a positive control diet (PC; 0.85% Ca, 0.58% total P and 0.37% available P). The treatments were applied to seven pens with eight pigs per pen, half male and half female. In Exp. 2, six barrows fitted with ileal T-cannula (initial BW = $35.1{\pm}1.6$ kg) were assigned to three dietary treatments with a double $3{\times}3$ Latin square design. The dietary treatments were the low-phosphorus diet (0.53% Ca, 0.34% total P and 0.14% available P), the low phosphorus diet plus 1,000 FTU phytase/kg and a positive control diet (0.77% Ca, 0.50% total P and 0.30% available P). In Exp. 1, there were linear increases (p<0.01) in weight gain, phosphorus absorption, bone strength, calcium and phosphorus content of fat-free dried bone and plasma phosphorus concentrations with increasing dose rate of phytase. The performance of pigs fed the diets with 250, 1,000, or 2,000 FTU of phytase/kg did not differ from pigs fed the PC diet. Pigs fed diets with 1,000 or 2,000 FTU of phytase/kg did not differ from pigs fed the PC diet in bone characteristics. The apparent digestibility of dry matter, crude protein, ash and energy was not affected by dietary treatment. However, pigs fed the PC diet excreted more fecal phosphorus (g/d, p<0.01) and fecal phosphorus per BW gain (g/kg) than pigs fed the diets with phytase. Phytase linearly decreased (p<0.01) fecal phosphorus excreted per BW gain (g/kg), plasma calcium concentration as well as plasma and bone alkaline phosphatase activity. In Exp. 2, phytase supplementation in the low-P diet increased (p<0.05) the apparent ileal digestibility (AID) of Ca, P, leucine, lysine, phenylalanine, alanine and cysteine, tended to AID of crude protein, isoleucine, threonine, asparagine and serine. In conclusion, the novel phytase originated from Trichoderma reesei is effective in releasing Ca, P, and amino acids from corn soy based diet for pigs.

잠재 토픽 기반의 제품 평판 마이닝 (Latent topics-based product reputation mining)

  • 박상민;온병원
    • 지능정보연구
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    • 제23권2호
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    • pp.39-70
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    • 2017
  • 최근 여론조사 분야에서 데이터에 기반을 둔 분석 기법이 널리 활용되고 있다. 기업에서는 최근 출시된 제품에 대한 선호도를 조사하기 위해 기존의 설문조사나 전문가의 의견을 단순 취합하는 것이 아니라, 온라인상에 존재하는 다양한 종류의 데이터를 수집하고 분석하여 제품에 대한 대중의 기호를 정확히 파악할 수 있는 방안을 필요로 한다. 기존의 주요 방안에서는 먼저 해당 분야에 대한 감성사전을 구축한다. 전문가들은 수집된 텍스트 문서들로부터 빈도가 높은 단어들을 정리하여 긍정, 부정, 중립을 판단한다. 특정 제품의 선호를 판별하기 위해, 제품에 대한 사용 후기 글을 수집하여 문장을 추출하고, 감성사전을 이용하여 문장들의 긍정, 부정, 중립을 판단하여 최종적으로 긍정과 부정인 문장의 개수를 통해 제품에 대한 선호도를 측정한다. 그리고 제품에 대한 긍 부정 내용을 자동으로 요약하여 제공한다. 이것은 문장들의 감성점수를 산출하여, 긍정과 부정점수가 높은 문장들을 추출한다. 본 연구에서는 일반 대중이 생산한 문서 속에 숨겨져 있는 토픽을 추출하여 주어진 제품의 선호도를 조사하고, 토픽의 긍 부정 내용을 요약하여 보여주는 제품 평판 마이닝 알고리즘을 제안한다. 기존 방식과 다르게, 토픽을 활용하여 쉽고 빠르게 감성사전을 구축할 수 있으며 추출된 토픽을 정제하여 제품의 선호도와 요약 결과의 정확도를 높인다. 실험을 통해, K5, SM5, 아반떼 등의 국내에서 생산된 자동차의 수많은 후기 글들을 수집하였고, 실험 자동차의 긍 부정 비율, 긍 부정 내용 요약, 통계 검정을 실시하여 제안방안의 효용성을 입증하였다.

재무예측을 위한 Support Vector Machine의 최적화 (Optimization of Support Vector Machines for Financial Forecasting)

  • 김경재;안현철
    • 지능정보연구
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    • 제17권4호
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    • pp.241-254
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    • 2011
  • Support vector machines(SVM)은 비교적 최근에 등장한 데이터마이닝 기법이지만, 재무, CRM 등의 경영학 분야에서 많이 연구되고 있다. SVM은 인공신경망과 필적할 만큼의 예측 정확도를 보이는 사례가 많았지만, 암상자로 불리는 인공신경망 모형에 비해 구축된 예측모형의 구조를 이해하기 쉽고, 인공신경망에 비해 과도적합의 가능성이 적어서 적은 수의 데이터에서도 적용 가능하다는 장점을 가지고 있다. 하지만, 일반적인 SVM을 이용하려면, 인공신경망과 마찬가지로 여러 가지 설계요소들을 설계자가 선택하여야 하기 때문에 임의성이 높고, 국부 최적해에 수렴할 가능성도 크다. 또한, 많은 수의 데이터가 존재하는 경우에는 데이터를 분석하고 이용하는데 시간이 소요되고, 종종 잡음이 심한 데이터가 포함된 경우에는 기대하는 수준의 예측성과를 얻지 못할 가능성이 있다. 본 연구에서는 일반적인 SVM의 장점을 그대로 유지하면서, 전술한 두 가지 단점을 보완한 새로운 SVM 모형을 제안한다. 본 연구에서 제안하는 모형은 사례선택기법을 일반적인 SVM에 융합한 것으로 대용량의 데이터에서 예측에 불필요한 데이터를 선별적으로 제거하여 예측의 정확도와 속도를 제고할 수 있는 방법이다. 본 연구에서는 잡음이 많고 예측이 어려운 것으로 알려진 재무 데이터를 활용하여 제안 모형의 유용성을 확인하였다.

총각무와 옥수수 재배시 SCB액비 시용수준이 토양화학성과 생육에 미치는 영향 (The Effect of Application Levels of Slurry Composting and Bio-filtration Liquid Fertilizer on Soil Chemical Properties and Growth of Radish and Corn)

  • 강성수;김민경;권순익;김명숙;윤성원;하상건;김유학
    • 한국토양비료학회지
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    • 제44권6호
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    • pp.1306-1313
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    • 2011
  • 비멀칭 노지 밭토양 조건에서 총각무와 옥수수 재배시 퇴비단여과액비 (SCB) 시용 후 표토 (0-15 cm) 화학성의 경시적 변화와 작물생산성을 평가하였다. 밑거름으로 SCB액비의 처리수준은 총각무 재배시 질소시비량 $6kg\;10a^{-1}$, 옥수수 재배시 질소시비량 $10kg\;10a^{-1}$을 기준으로 무비구 (NF), 1배구 (SCB-1), 2배구 (SCB-2), 3배구 (SCB-3), SCB-1+NK 처리구의 5수준으로 하여 3반복 난괴법으로 배치하였다. SCB액비의 양분함량에 따라 토양 중 크게 증가한 항목은 전기전도도, 질산태질소와 치환성칼륨과 나트륨 함량이었다. 토양 유기물함량, 유효인산, 치환성칼슘과 마그네슘의 변화는 나타나지 않았다. 전기전도도와 질산태질소, 치환성나트륨 함량은 강우량과 비례하여 감소하였으며 2008년 옥수수 재배시 장마기를 지나면서 시험 전 수준으로 낮아졌다. 치환성 칼륨 함량은 장마기에 다소 낮아졌으나 시험 후인 8월에도 처리수준별로 높은 상태로 유지되어 토양 중 상당량 집적되는 것으로 나타났다. 총각무의 경우에는 SCB액비 처리량에 따라 생체중과 질소흡수량이 높았으나 옥수수 재배시에는 처리량에 따라 수량과 건물중이 증가하는 경향을 나타내지 않았다. SCB액비를 밑거름으로 적정량 사용하고 웃거름 시비방법을 개선하므로써 생산성을 높이고 환경부하도 줄일 수 있는 방법과 SCB액비를 장기간 연속하여 사용시 유기물함량 변화나 중금속 또는 미량원소 축적문제에 대해서 추가검토가 필요할 것으로 생각된다.