• Title/Summary/Keyword: 분별도

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Search Resulted News Summarization using Word Discriminability (단어 분별도에 기반한 뉴스 검색 문서 요약)

  • Lee, Sang-Keon;Lee, Hye-Min;Kim, Gi-Ryeong;Seo, Duc-Ho;Lee, Hyun Ah
    • Annual Conference on Human and Language Technology
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    • 2014.10a
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    • pp.175-178
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    • 2014
  • 다양한 언론사로부터 기사를 제공받아 서비스하는 인터넷 포털의 뉴스에서는 수많은 중복 기사가 실시간으로 등록된다. 이로 인하여 인터넷 포털에서 관심 있는 주제의 기사를 검색하여 찾아보려는 경우 검색키워드를 포함한 기사의 수가 지나치게 많아 원하는 정보를 적절하게 얻기 어렵다. 본 논문에서는 이러한 문제점을 해결하기 위해서 검색 기사 중 유사한 문서를 군집화하고 군집에 대한 다중문서요약을 사용자에게 제시하여 검색된 기사를 효율적으로 활용할 수 있는 방법을 제시한다. 다중문서 요약에서는 뉴스 기사에 적합한 단어 가중치인 분별도(discriminability)를 제안하여 사용하여 군집화된 기사로부터 유사 문장을 군집한다. 시스템에서는 군집된 기사의 대표 문장 군집에서 대표 문장, 즉 키워드에 대한 주제별 기사의 요약문을 결과로 제시하여, 효율적인 뉴스 검색을 지원한다.

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Feature Selection Based on Class Separation in Handwritten Numeral Recognition Using Neural Network (신경망을 이용한 필기 숫자 인식에서 부류 분별에 기반한 특징 선택)

  • Lee, Jin-Seon
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.2
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    • pp.543-551
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    • 1999
  • The primary purposes in this paper are to analyze the class separation of features in handwritten numeral recognition and to make use of the results in feature selection. Using the Parzen window technique, we compute the class distributions and define the class separation to be the overlapping distance of two class distributions. The dimension of a feature vector is reduced by removing the void or redundant feature cells based on the class separation information. The experiments have been performed on the CENPARMI handwritten numeral database, and partial classification and full classification have been tested. The results show that the class separation is very effective for the feature selection in the 10-class handwritten numeral recognition problem since we could reduce the dimension of the original 256-dimensional feature vector by 22%.

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Visual Perception Dynamics of Relative Phase Coordination Pattern with Additional Visual Information Using a Background Grid (상대위상을 이용한 시각적 협응 패턴의 지각 역학과 격자무늬를 이용한 부가적 감각 정보에 따른 영향)

  • Ryu, Young-Uk
    • Korean Journal of Cognitive Science
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    • v.23 no.3
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    • pp.409-424
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    • 2012
  • The purpose of the present study was to examine if perception of visual coordination pattern is consistent with the prediction of the HKB model (Haken, Kelso, Bunz, 1985). In addition, this study aimed to see if an additional sensory information using a grid background stabilizes perception of coordination pattern. Participants joined one of two experimental groups, Normal background and Grid background, to participate the pattern recognition training session and the pattern judgment test session. Participants observed $0^{\circ}$, $18^{\circ}$, $36^{\circ}$, $54^{\circ}$, $72^{\circ}$, $90^{\circ}$, $108^{\circ}$, $126^{\circ}$, $144^{\circ}$, $162^{\circ}$, and $180^{\circ}$ coordination patterns characterized by two oscillating dots. The dots oscillated in 0.25 Hz for the pattern recognition training and in 0.5 Hz, 1 Hz, and 2 Hz for the pattern judgment test. Judgment score, absolute judgment error, and judgment stability out of the pattern judgment test were analyzed statistically. The landscape of pattern accuracy and stability data was "inverted-U" shape with slower oscillating frequency conditions. In the faster condition, the accuracy and stability of the judgment decreased with relative phase patterns near $180^{\circ}$. These findings consistent with the prediction of the HKB model. The grid as additional sensory information did not increase accuracy and stability in coordination perception.

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Influence of Zeta Potential on Fractional Precipitation of (+)-Dihydromyricetin ((+)-Dihydromyricetin 분별침전에 미치는 제타전위의 영향)

  • Ha, Geon-Soo;Kim, Jin-Hyun
    • Korean Chemical Engineering Research
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    • v.53 no.6
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    • pp.831-835
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    • 2015
  • This study evaluated the influence of the zeta potential of silica-alumina on the behavior in terms of purity, yield, and precipitate shape and size of fractional precipitation in the fractional precipitation process for the purification of (+)-dihydromyricetin. The optimal silica-alumina amount (surface area per working volume of reacting solution) for zeta potential control was $100mm^{-1}$. As the zeta potential value of silica-alumina increased, (+)-dihydromyricetin yield and precipitate size were increased. The use of silica with the highest value of the zeta potential (+4.99 mV) as a zeta potential-controlling material increased the (+)-dihydromyricetin yield by 2-fold compared with that of the use of alumina with the lowest value of the zeta potential (-19.00 mV). In addition, the (+)-dihydromyricetin yield and precipitate size was inversely correlated with the absolute value of the zeta potential. On the other hand, the purity of (+)-dihydromyricetin had almost no effect on changes in the zeta potential of silica-alumina.

Basic Research for Introduction Plan of Building Dismantlement (건축물 분별해체 제도 도입을 위한 기초연구)

  • Park, Ji-Sun;Song, Tae-Hyeob
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.7 no.4
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    • pp.113-120
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    • 2012
  • This study was conducted basic research for introduction plan of building dismantlement to reduce construction waste fundamentally and efficiently. The current domestic and overseas legislations relation with dismantlement were compared. In addition, the difference of construction waste treatment and pure demolition cost that were applied to dismantlement and general deconstruction method in building were compared. The total cost that was estimated to apply dismantlement in building was higher about 6% than that of general deconstruction.

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Analysis of the Robustness and Discrimination for Video Fingerprints in Video Copy Detection (복제 비디오 검출에서 비디오 지문의 강인함과 분별력 분석)

  • Kim, Semin;Ro, Yong Man
    • Journal of Korea Multimedia Society
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    • v.16 no.11
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    • pp.1281-1287
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    • 2013
  • In order to prevent illegal video copies, many video fingerprints have been developed. Video fingerprints should be robust from various video transformations and have high discriminative powers. In general, video fingerprints are generated from three feature spaces such as luminance, gradient, and DCT coefficients. However, there is a few study for the robustness and discrimination according to feature spaces. Thus, we analyzed the property of each feature space by video copy detion task with the robustness and the discrimination of video fingerprints. We generated three video fingerprints from these feature spaces using a same algorithm. In our test, a video fingerprint. based on DCT coefficient outperformed others because the discrimination of it was higher.

Studies on the Fractional Precipitation of Dextran by Nonsolvent Addition Method (비용매 첨가법을 이용한 Dextran 분별침전에 관한 연구)

  • 최성우;구윤모
    • KSBB Journal
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    • v.10 no.3
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    • pp.257-263
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    • 1995
  • Fractional precipitation of "native" dextran by the method of nonsolvent addition was studied. Precipitational phenomenon of fractioned dextran was characterized with the quantitative determination of the precipitational capacity of nonsolvents with different dielectric constants. Based upon this characterization, the fractional precipitation process for the dextran production was developed. From the precipitational characteristics, a first-order relationship between the molecular weight of fractioned dextran and the content of nonsolvents was formulated. The slopes of the first-order equation were correlated with the dielectric constants of the nonslovents. A modified fractionation process was constructed on the basis of refractionation method and employed to increase the efficiency of the controlled production of dextran.

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Refinement of Semantic-Information for WSD Using Mutual Information (상호정보량을 이용한 동형이의어 분별용 의미정보의 정제)

  • 김준수;이왕우;김창환;옥철영
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.04b
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    • pp.460-463
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    • 2002
  • 사전 뜻풀이에서 추출된 기존의 의미정보는 동형이의어가 포함된 뜻풀이에서 명사, 용언을 모두 추출하는 방법을 이용하여 단어 중의성 해소에 부적절만 정보를 상당수 포함하게 되었다. 이러만 부적절한 정보 때문에 오분석이나 과분석이 발생하게 된다. 그러므로 기존의 의미정보에서 동형이의어 분별에 유용한 정보만을 선택하는 기준이 필요하게 되었다. 본 논문에서는 사전 뜻풀이에서 동형이의어와 의미정보 사이의 상호정보량을 계산하고 임계치를 선정하여 의미정보를 선택제약하는 방법을 이용하였다. 임계치에 의해 제한된 의미정보의 효율성을 실험하기 위한 다양만 동형이의어 분별 실험들을 수행하였다.

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A Study on Noisy Speech Recognition Using Discriminative Training for PMC Algorithm (PMC 방식에서의 분별적 학습을 이용한 잡음 음성인식에 관한 연구)

  • 정용주
    • The Journal of the Acoustical Society of Korea
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    • v.19 no.2
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    • pp.83-89
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    • 2000
  • In this paper, we proposed a discriminative adaptation method for PMC algorithm and achieved improved speech recognition rate. For the adaptation, we adopted modified PMC(MPMC) which is a variant of PMC and discriminatively adapted the association factor for each mixture of the HMM in the MPMC. From the recognition experiments, the proposed method showed better recognition rate than the conventional PMC. Also, compared with STAR algorithm which is another model parameter compensation method, the proposed method showed superior performance when the SNR is very low and the adaptation data is not sufficient.

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Applicable Building Range for the Introduction of the Building Separation and Dismantling System (건축물 분별해체 제도 도입을 위한 적용 대상 건축물 범위 설정)

  • Park, Ji-Sun;Song, Tae-Hyeob;Choi, Dong-Ho
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.1 no.3
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    • pp.189-196
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    • 2013
  • In order for efficient recycling and eco-friendly treatment of construction waste, there is a need to apply a building separation and dismantling technique early on in the stage of waste generation. This study was conducted to analyze the relevant domestic circumstances and propose the applicable range of buildings in order to introduce a building separation and dismantling system to Korea. For this purpose, related policies and systems implemented overseas and the current situation of buildings were examined, and the workability of separation and dismantling of buildings according to their uses was compared. Also, the economic impact of the separation and dismantling system was examined and a survey was conducted, seeking the opinions of the relevant companies regarding the need for the system and the selection criteria for eligible buildings. Based on the results, it was determined that it would be impossible to apply the separation and dismantling system to all buildings in Korea, considering the current technical power and economic situation, and that the system should be introduced in phases, according to the building classification determined based on floor area and use, as the cost may vary depending on a number of variables including the level of difficulty and field conditions.