• 제목/요약/키워드: extraction method,

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비감독 학습 기법에 의한 한국어의 키워드 추출 (Keyword Extraction in Korean Using Unsupervised Learning Method)

  • 신성윤;이양원
    • 한국정보통신학회논문지
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    • 제14권6호
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    • pp.1403-1408
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    • 2010
  • 한국어 정보검색에서는 문서를 대표하는 색인어 또는 키워드로서 명사를 사용하는데, 이러한 명사 및 키워드 추출이란 문서 내에 존재하는 모든 명사를 찾아내는 작업이다. 본 논문에서는 기 구축된 사전을 이용하여 키워드를 추출하는 방법을 제시한다. 이 방법은 불필요한 연산을 줄여서 수행 시간을 단축시켰다. 그리고 대용량의 문서에서도 정확도에 크게 영향을 미치지 않으면서 명사를 추출할 수 있다. 본 논문에서는 명사의 출현 특성을 이용한 명사추출 방법 및 비감독 학습 기법에 의한 키워드 추출 방법을 제시한다.

Impulse-Vacuum System을 이용한 홍삼엑스의 추출 (Extraction of Red Ginseng Extract by Impulse Vacuun System)

  • 김천석;곽이성;신창식
    • 한국식품저장유통학회지
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    • 제6권3호
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    • pp.324-327
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    • 1999
  • 추출 시간을 5시간으로, 추출 온도를 33-5$0^{\circ}C$로 설정한 진공역적방식 조건과 8$0^{\circ}C$의 고온의 다중단 추출방식 간의 조사포닌 함량비교 결과, 고온의 다중단 추출방법으로 제조한 흥삼엑스의 조사포닌 함량이 8.1-8.2%인데 비하여, 저온 및 단시간 추출인 진공역적 추출방법은 조사포닌 함량이 5.4-5.9%로 조사포닌 함량은 낮은 반면에 사포닌 Rg$_1$ 및 Re의 분해가 거의 없는 것으로 나타났다. 또한 진공역적 추출방법이 다중단 추출방식보다 수율에서도 15-20% 높은 경향을 나타내었다. 진공역적추출 엑스의 색상은 기존 다중단 추출 방식으로 추출된 엑스와 유사하였고, 유동성은 보다 향상된 것으로 나타났다.

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생산조인(生酸棗仁)과 초산조인(炒酸棗仁)의 추출방법에 따른 효능비교연구 (Study on the Comparison of Effects by Extraction Methods of Roast and Raw Semen Zizyphi Spinosae)

  • 이은경;홍학기;정명수
    • 동의생리병리학회지
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    • 제23권6호
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    • pp.1416-1422
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    • 2009
  • To observe the difference and change of the efficacy and ingredient appearing according to whether semen zizyphi spinosae has been roasted and its extraction method, locomotor activity, anticonvulsant activity, sleeping effect of each hot water and UMPM low temperature extracts of roast and raw semen zizyphi spinosae were measured through animal tests. Roast semen zizyphi spinosae showed superior pharmacological efficacy than raw semen zizyphi spinosae. Also, hot water extraction method showed superior pharmacological efficacy than low temperature extraction method(UMPM) that uses ultrasonic waves and microwaves. In short, it was shown that herbal medicine's extraction method needs to maximize medicinal effects by trying optimum extraction methods according to efficacy by considering characteristics of each herbal medicine. Together, there's also the need for in-depth studies on water-soluble ingredients of semen zizyphi spinosae that may be extracted through full hot water extraction method.

비감독 학습 기법에 의한 키워드 추출 (Keyword Extraction Using Unsupervised Learning Method)

  • 신성윤;백정욱;이양원
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2010년도 춘계학술대회
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    • pp.165-166
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    • 2010
  • 명사 추출이란 문서 내에 존재하는 모든 명사를 찾아내는 작업으로서, 한국어 정보검색에서는 문서를 대표하는 색인어 또는 키워드로서 명사를 사용한다. 본 논문에서는 기 구축된 사전을 이용하여 키워드를 추출하는 방법을 제시한다. 이 방법은 불필요한 연산을 줄여서 수행 시간을 단축시켰다. 그리고 대용량의 문서에서도 정확도에 크게 영향을 미치지 않으면서 명사를 추출할 수 있다. 본 논문에서는 명사의 출현 특성을 이용한 명사 추출 방법 및 비감독 학습 기법에 의한 키워드 추출 방법을 제시한다.

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Development of Fast Screening Method for Crop Protection Agents in Tobacco by Stir Bar Sorptive Extraction and Thermal Desorption coupled to GC/MS

  • Min, Hye-Jeong;Lee, Jeong-Min;Shin, Han-Jae;Lee, Moon-Yong;Jang, Gi-Chul
    • 한국연초학회지
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    • 제36권1호
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    • pp.26-33
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    • 2014
  • Simultaneous determination of crop protection agents(CPAs) in food are done with multi-residue methods, which are composed of sample clean-up, concentration, chromatographic separation and detection. Stir Bar Sorptive Extraction(SBSE) technique is used for sample preparation of various analytes in several fields. The aim of this study was to develop a sensitive and fast method based on SBSE followed by thermal desorption - gas chromatography - mass spectrometry(TD - GC/MS) to determine CPAs in tobacco sample. For the analysis of tobacco sample prior to the SBSE method, solvent extraction or ultrasound-assisted solvent extraction was performed. methanol was used as the extraction solvent. The extract was then diluted with water. Finally, the sample was subjected to SBSE. A method for fast screening of crop protection agents in tobacco using SBSE-TD - GC/MS has been developed. About 17 CPAs including organochlorine, organophosphorous and others were identified and quantified. This method showed good linearity and high sensitivity for most of the target CPAs. The method was applied to the determination of CPAs at ng/mL levels in tobacco sample. This method is simple, rapid and may be applied in detection of other components.

용접흄내 중금속분석시 전처리 방법별 효율비교 (A Comparison of Efficiency of Two Pretreatment Methods for Extracting Heavy Metals from Welding Fume Samples)

  • 손두영;김현욱
    • 한국산업보건학회지
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    • 제9권2호
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    • pp.135-144
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    • 1999
  • The purposes of this study were to survey types of pretreatment methods adopted by industrial hygiene laboratories in Korea for extracting heavy metals in welding fume samples and to compare performances of two pretreatment methods, the acid extraction and the microwave digestion, in extracting heavy metals contained in the real workplace samples from various welding jobs including arc, argon, and carbon dioxide. A total of 25 analytical chemists in the industrial hygiene laboratories participating the quality control program directed by the Korea Industrial Safety Corporation were interviewed by telephone. For the purpose of comparing performance of extracting heavy metals from real workplace samples, a total of 53 welders from 21 workplaces located in Anyang, Uiwang, and Kunpo areas were sampled from the period of March 22, 1999 to April 20, 1999. It was found that the most frequently adopted method for samples from the quality control program was the acid extraction method(40%) followed by the NIOSH 7300 method(36%). The NIOSH method, however, was the dominant method(36%) for samples from workplace followed by the acid extraction method(28%). In this study, two extraction methods, the acid extraction and the microwave digestion, were compared in terms of recovery rate, accuracy, and precision for both manganese and chromium. Both methods produced comparable results for the samples prepared for the quality control program. In contrast, concentrations of two heavy metals determined from real workplace samples pretreated with the microwave digestion method were statis tically significantly higher, manganese(166%) and chromium (200%), than those of utilizing the acid extraction method. These findings were consistent regardless of types of welding techniques used. The results of this study clearly show the importance of verifying the analytical performances of extraction methods for heavy metals not only for the samples from the quality control program but also from the real world samples collected from welding jobs.

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온라인 동향 분석을 위한 이벤트 문장 추출 방안 (Event Sentence Extraction for Online Trend Analysis)

  • 윤보현
    • 한국콘텐츠학회논문지
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    • 제12권9호
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    • pp.9-15
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    • 2012
  • 기존의 이벤트 문장 추출에 관한 연구는 학습단계에서 3W 자질을 학습하지 않고, 추출단계에서 3W 자질의 존재여부에 따른 규칙만을 적용하여 이벤트 문장을 추출하였다. 본 논문에서는 온라인 동향 분석을 위해 학습단계에서 3W 자질을 추출하고 가중치를 계산하고, 추출단계에서 3W 자질을 반영하는 문장 가중치 기반 이벤트 문장 추출 방안을 제시한다. 실험결과, 자질필터링은 $TF{\times}IDF$ 가중치 기법을 사용한 상위 30% 자질만을 사용하는 것이 가장 우수한 결과를 보였다. 공공이슈 분야인 부동산 도메인에서 문장 가중치 기반 방법은 3W 자질 중 who와 when 자질이 가장 영향을 많이 미치는 것으로 나타났다. 아울러 다른 기계학습 방법과의 비교하여 공공이슈 분야인 부동산 도메인에서 문장 가중치 기반 이벤트 문장 추출 방법이 가장 좋은 성능을 보였다.

Quality and characteristics of fermented ginseng seed oil based on bacterial strain and extraction method

  • Lee, Myung-Hee;Rhee, Young-Kyoung;Choi, Sang-Yoon;Cho, Chang-Won;Hong, Hee-Do;Kim, Kyung-Tack
    • Journal of Ginseng Research
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    • 제41권3호
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    • pp.428-433
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    • 2017
  • Background: In this study, the fermentation of ginseng seeds was hypothesized to produce useful physiologically-active substances, similar to that observed for fermented ginseng root. Ginseng seed was fermented using Bacillus, Pediococcus, and Lactobacillus strains to extract ginseng seed oil, and the extraction yield, color, and quantity of phenolic compounds, fatty acids, and phytosterol were then analyzed. Methods: The ginseng seed was fermented inoculating 1% of each strain on sterilized ginseng seeds and incubating the seeds at $30^{\circ}C$ for 24 h. Oil was extracted from the fermented ginseng seeds using compression extraction, solvent extraction, and supercritical fluid extraction. Results and Conclusion: The color of the fermented ginseng seed oil did not differ greatly according to the fermentation or extraction method. The highest phenolic compound content recovered with the use of supercritical fluid extraction combined with fermentation using the Bacillus subtilis Korea Food Research Institute (KFRI) 1127 strain. The fatty acid composition did not differ greatly according to fermentation strain and extraction method. The phytosterol content of ginseng seed oil fermented with Bacillus subtilis KFRI 1127 and extracted using the supercritical fluid method was highest at 983.58 mg/100 g. Therefore, our results suggested that the ginseng seed oil fermented with Bacillus subtilis KFRI 1127 and extracted using the supercritical fluid method can yield a higher content of bioactive ingredients, such as phenolics, and phytosterols, without impacting the color or fatty acid composition of the product.

초임계추출법을 이용한 브롬계 난연제 화합물 환경성 평가 추출효율 분석 연구 (Quantitative Extraction Analysis of Brominated Flame Retardant Substances Using Supercritical-Fluid Method for Environmental Assessment)

  • 오민경;윤상화;이영관;한재성;원성호;남재도
    • 폴리머
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    • 제32권1호
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    • pp.13-18
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    • 2008
  • 전기 전자재료 중 고분자에 포함된 브롬계 난연제의 분석에 있어 용출이 어려운 4가지 재질 PC(polycar-bonate) PP(polypropylene), PET(poly(ethylene terephthalate)), PBT(poly(butylene terephthalate))에 대하여 추출방법 및 헥산/에세톤, THF, 톨루엔, THF/톨루엔에 대한 용매 특이성과 그 특성을 고찰하였다. 각 고분자에서의 deca-BDE(decabromo diphenyl ether)의 함량을 속슬렛, 초음파. 가속용매, 마이크로파, 초임계 유체 추출법을 사용하여 이들 방법의 효율을 정량분석 하였다. 초음파 추출은 낮은 고분자의 용해도 때문에 낮은 추출효율을 보여 사용한 고분자의 경우에 있어서 추출방법으로는 적합하지 않았으며, 나머지 3가지 방법에서는 톨루엔 사용시 약 80% 이상의 높은 추출효율을 보였다. 초임계 유체 추출은 고분자의 난연제 추출에 시도되지 않았던 방법이었으나, 본 실험에서 PP와 PC의 추출에서는 100%에 가까운 매우 높은 추출효율을 보였다.

추출 방법과 조건에 따른 소나무 지엽 추출효율 변화 (Changes in Extraction Efficiency of Pine Needles depending on Extraction Method and the Condition)

  • 김동성;김형민;성용주;강석구;강호양;이준우;김세빈;박관수
    • 펄프종이기술
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    • 제48권1호
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    • pp.93-99
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    • 2016
  • The extraction efficiency depending on the extracting methods and the conditions of extraction was investigated. The common steam extraction was compared to the distillation extraction method. The effects of the samples size and the extraction time on the extract yield were also investigated by using UV-Vis spectrophotometer. One of the functional components of pine needle extract as the natural phenol base components were detected by the UV-VIS at around 235 nm wavelength range. The absorbance intensity at around 235 nm wavelength of the pine needle extract was used as the indicator of the extraction efficiency in this experiment. The distillation extraction showed the higher extract yield than the steam extraction. The grinding treatment of pine needles also resulted in the better extract performance, but the severe grinding showed a little decrease in the extract yield especially in case of the distillation extraction method. More than half of the extract was collected at the first stage of the extraction, that was the first 15 minutes in the total 60 minutes extraction.