• Title/Summary/Keyword: 4구분법

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A Study on Face Recognition based on Partial Least Squares (부분 최소제곱법을 이용한 얼굴 인식에 관한 연구)

  • Lee Chang-Beom;Kim Do-Hyang;Baek Jang-Sun;Park Hyuk-Ro
    • The KIPS Transactions:PartB
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    • v.13B no.4 s.107
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    • pp.393-400
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    • 2006
  • There are many feature extraction methods for face recognition. We need a new method to overcome the small sample problem that the number of feature variables is larger than the sample size for face image data. The paper considers partial least squares(PLS) as a new dimension reduction technique for feature vector. Principal Component Analysis(PCA), a conventional dimension reduction method, selects the components with maximum variability, irrespective of the class information. So, PCA does not necessarily extract features that are important for the discrimination of classes. PLS, on the other hand, constructs the components so that the correlation between the class variable and themselves is maximized. Therefore PLS components are more predictive than PCA components in classification. The experimental results on Manchester and ORL databases shows that PLS is to be preferred over PCA when classification is the goal and dimension reduction is needed.

A Study on the Design of Library Classification in the Tourism Field (관광분야의 새로운 분류체계 설계에 관한 연구)

  • Lee, Ji-Yeon;Kim, Jeong-Hyen
    • Journal of Information Management
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    • v.43 no.3
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    • pp.79-95
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    • 2012
  • This study is designed for library classification of the tourism. Contents studies are summarized as follows. First, an analysis of the current status of classification and items by a key work 'tourism' in KDC, NDC, DDC, UDC, and LCC which are main library classification tables today indicates that they are too limited to travelling and tourism, tourism policy, and tourist attractions etc. Second, we divided areas studies newly based on the theoretical books in order to extract the classification items of the tourism field, and comparatively analyzed main library classification systems today. We divided basic categories of the classification items into four including tourism general, tourists, tourism attraction, tourism media. Third, a new classification was designed for library classification of the tourism field. Basically, the tourism field was assigned to the main four items and the classification items which were weighted or scattered were adjusted.

A Study on the Realization of Wireless Home Network System Using High-performance Speech Recognition in Variable Position (가변위치 고음성인식 기술을 이용한 무선 홈 네트워크 시스템 구현에 관한 연구)

  • Yoon, Jun-Chul;Choi, Sang-Bang;Park, Chan-Sub;Kim, Se-Yong;Kim, Ki-Man;Kang, Suk-Youb
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.4
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    • pp.991-998
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    • 2010
  • In realization of wireless home network system using speech recognition in indoor voice recognition environment, background noise and reverberation are two main causes of digression in voice recognition system. In this study, the home network system resistant to reverberation and background noise using voice section detection method based on spectral entropy in indoor recognition environment is to be realized. Spectral subtraction can reduce the effect of reverberation and remove noise independent from voice signal by eliminating signal distorted by reverberation in spectrum. For effective spectral subtraction, the correct separation of voice section and silent section should be accompanied and for this, improvement of performance needs to be done, applying to voice section detection method based on entropy. In this study, experimental and indoor environment testing is carried out to figure out command recognition rate in indoor recognition environment. The test result shows that command recognition rate improved in static environment and reverberant room condition, using voice section detection method based on spectral entropy.

Case study on the lake-land combined seismic survey for underground LPG storage construction (LPG 지하저장기지 건설을 위한 수륙혼합 탄성파탐사 사례)

  • Cha Seong-Soo;Park Keun-Pil;Lee Ho-Young;Lee Hee-Il;Kim Ho-Young
    • 한국지구물리탐사학회:학술대회논문집
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    • 2002.09a
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    • pp.101-125
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    • 2002
  • A lake seismic survey was carried out to investigate possible geohazards for construction of the underground LPG storage at Namyang Lake. The proposed survey site has a land-lake combined geography and furthermore water depth of the lake is shallow. Therefore, various seismic methods such as marine single channel high resolution seismic reflection survey, sonobuoy refraction survey, land refraction survey and land-lake combined refraction survey were applied. Total survey amounts are 34 line-km of high resolution lake seismic survey, 14 lines of sonobuoy refraction survey, 890 m of land refraction survey and 8 lines of land-lake combined refraction survey. During the reflection survey, there were severe water reverberations from the lake bottom obscured subsurface profiling. These strong multiple events appeared in most of the survey area except the northern and southern area near the embankment where seems to be accumulated mainly mud dominated depositions. The sonobuoy refraction profiles also showed the same Phenomena as those of reflection survey. Meanwhile the results of the land-lake combined refraction survey showed relatively better qualities. However, the land refraction survey did not so due to low velocity soil layer and electrical noise. Summarized results from the lake seismic survey are that acoustic basement with relatively flat pattern appeared 30m below water level and showed three types of bedrock such as fresh, moderately weathered and weathered type. According to the results of the combined refraction survey, a velocity distribution pattern of the lake bottom shows three types of seismic velocity zone such as >4.5 km/s, 4.5-4.0km/s and <4.0km/s. The major fault lineament in the area showed NW-SE trend which was different from the Landsat image interpretation. A drilling was confirmed estimated faults by seismic survey.

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화상회의 Simulator를 이용한 통신 품질의 감성공학적 평가

  • 나종관;박민용;박희석
    • Proceedings of the ESK Conference
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    • 1997.04a
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    • pp.176-182
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    • 1997
  • 본 연구는 고객 지향적 통시서비스 품질기준 정립을 위한 기초연구 과제로서 크게 통신 고객의 감 성파악 및 감성실험 부분으로 이루어졌다. 우선, 전형적 감성공학적 접근법에 의해 화상회의 시스템 을 사용할 때 느낄 수 있는 206개의 감성어휘가 추출되었으며 이를 어의적 기준과 상대적인 중요도를 기준으로 하여 10개의 주요 감성으로 정리하였다. 사용자의 불만사항 등으로부터 감성실험을 위한 설계변수를 추출하였으며 실험환경 구축을 위한 simulator가 구성되었다. 실험은 음성지연, 음성에코, 화면의 초당 프레임수 그리고 통화주제를 인자로 하는 2$^{4}$요인배치법에 의해 실시되었으며 16명의 피실험자와 Magnitude Estimation방법을 이용하여 파악된 각 감성이 주관적으로 평가되었다. 분산분석 결과, 음성지연은 모든 주요 감성들에 유의한 영향을 미쳤으며, 화상프레임 수는 거리감과 안정성을 제외한 모든 사용자 감성에 주인자로 작용하였다. 또한 요인분석을 실시한 결과 동적인 요인과 정적인 요인으로 전체 감성을 구분지을 수 있었으며 속도감과 깨끗함이 각각을 대표하는 감성으로 나타났다. 주관적이고 복합적인 통신 사용자의 여러 감성을 단일 품질 평가지수로 나타내어 통신소비자의 시스템 선호도 평가에 사용할 수 있는 방법이 제안되었다.

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Engineering Rock Properties in Seoul Granite (서울화강암의 암반 공학적 특성)

  • 정상원;정상용
    • Proceedings of the KSEG Conference
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    • 2002.04a
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    • pp.201-210
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    • 2002
  • 서울시 북동부의 서울화강암에 대한 암반 공학적 특성 중 터널과 도로 건설시 중요하게 취급되는 절리의 방향성, 절리간격, 절리밀도, 암석의 일축압축강도, 그리고 RQD 값을 수락산과 불암산지역으로 구분하여 비교, 분석하였다. 이 중 절리의 방향성, 절리간격과 절리밀도는 선조사법, 원형조사법, 그리고 면적조사법을 이용하여 야외에서 직접 측정하였다. 암석의 일축압축강도와 RQD의 측정은 시추코아의 표본이 필요하지만 이번 연구에서는 간단히 응용할 수 있는 대비공식을 이용하여 계산하였다. 측정된 대표적인 절리의 방향성은 두 지역에서 모두 3조의 방향성이 나타났으며 즉 2조의 수직정방절리와 저각으로 경사하는 1조의 판상절리로 판명되었으며 두 지역에서 서로 유사한 방향성을 갖는다. 측정된 절리밀도는 0.039-0.066/cm이었으며, 평균절리길이는 1.30-4.52m, 그리고 평균절리간격은 10.3cm에서 최대 59.6cm로 측정된 절리의 방향에 따라 변화가 심하다 또한 슈미트 해머 타격값에 근거한 절리면의 일축압축강도는 217 MPa에서 335 MPa로 매우 강한 암체였으며, 평균절리간격에 기초하여 계산된 이론적 RQD 값은 73.1-98.7%의 값을 갖는 것으로 나타났다.

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Contents Framework of Basic ICT Literacy Education for the Elder (노년층의 기초 ICT 리터러시 교육을 위한 내용체계 탐색)

  • Kim, Sung-Mi;Lee, Eun-Chul
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2017.07a
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    • pp.215-216
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    • 2017
  • 본 연구는 60대 이상 세대와 기초 ICT 리터러시 수준을 50대 이하 세대를 비교 분석하여 노년층을 위한 ICT 리터러시 교육을 위한 내용체계을 제시하기 위해 시행되었다. 오프라인 지필 객관식 문항으로 개발된 조사문항을 분석한 결과를 보면 기초 ICT 리터러시 수준에서 세대별 격차가 드러났으며 이를 해소하기 위해서 컴퓨터 하드웨어 명칭 및 사용법, 운영체제 사용법, 인터넷 검색 및 주소 입력 방법, 저작권 및 정보윤리의 4개 영역을 구분하여 내용체계를 구성해야 한다는 결론을 도출하였다. 또한 노년층을 위한 기초 ICT 리터러시 교육은 컴퓨터 관련 장치 또는 체제에 대한 명칭에 대한 낯섦 해소, 디지털 기능에 대한 활용 빈도나 실생활의 연계성 강화, 노년층의 신체반응 및 인지적 상황을 고려한 반복 학습 등이 고려되어야 한다.

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A Study on the Record Management of National Archives of Korea (국가기록물 관리의 현황에 관한 발전적 제언)

  • Kim, Sung-Soo
    • Journal of Korean Society of Archives and Records Management
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    • v.3 no.1
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    • pp.159-184
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    • 2003
  • In this research the issues of record management of national archives in Korea are classified into four categories: 1) improving the status of the Central Archives of Korea, 2) constructing a new national archives, 3) revising the law on the record management, 4) creating qualifications for a professional administrator for Archivist. 1) In order to strengthen the function of the Central Archives of Korea, it is very urgent to create a systematic mechanism in which the Central Archives oversees and administers public archives(documents) collected from all the public institutions not only under the Administration but also the legislature and the judicial authorities. 2) This paper suggests that a new National Archives should be a symbolic building representing Korea as archives. Considering the fact that Presidents archives will be a part of this new National Archives, it also suggests that artistic and decorative pieces which embody Korea's representative archives or people should be included in the building. The budget for these should be supplied by the government. 3) This paper looks at the matter of revising the law on Record Management in two respects: (1)strengthening the function of the Central Archives of Korea, (2)making it obligatory to produce archives not open to the public, or making a protection clause for secret archives. This paper proposes that the Central Archives of Korea will be able to collect all the public archives from all the public institutions, and to oversee and administer them by revising the 5th and 6th clauses of the current law on the record management. It also proposes that some laws which make it obligatory to produce archives for documents not open to the public, and which protect those secrecy. 4) Regarding the qualifications for a professional administrator for the record management, this paper suggests lowering the qualification a little to the bachelor's degree of the record management. Also it suggests taking into consideration the persons in charge of the record management in public institutions and acknowledging their qualifications after a certain period of training at the Central Archives of Korea or something like that. In addition, it classifies the ranks of the professional administrators according to their qualifications.

Categorization of Humor types in Animations (애니메이션에서의 유머 유형구분에 관한 연구 -드림웍스의 <슈렉(Shrek)>을 중심으로-)

  • Park, Yeong-Won;Im, Yu-Sang
    • Journal of Science of Art and Design
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    • v.11
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    • pp.51-78
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    • 2007
  • Entertainment Industry is a high value-added business and its market includes the whole world. With high-tech industry, it is said that entertainment industry strengthen country's competitiveness, and the Korean government is trying to find a way to develop the animation industry. Some domestic feature animations were made, but they failed to get sufficient audiences. Meanwhile, Shrek 2, made by PDI, has earned about 92,000,000,000$ through just theatrical revenue. The reason is that domestic animations are not exciting. Contents should have amusement in it. The humor is the most important thing to make fun. So this thesis suggest to analyse Humor Types in animations. It is based on several theories about Humor. The types of humor defined by the previous studies are summarized into (1) humor, (2) wit, (3) satire and (4) irony. I categorize the productive methods of visual humor into (1) visual pun, (2) visual parody and (3) visual paradox adopting Henri Bergson's theory of the production methods of humor. And I comment on humorous scenes of Shrek in points of design basic elements, such as (1) visual elements, (2) relational elements and (3) practical elements. And I classify humor responses into the incongruity theory, the superiority theory, and relief theory. Therefore this study suggest a reasoned method to categorize the humor types effectively for producing or analyzing various types of humor effects in animation fields.

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Future Projections of Köppen Climate Shifts in the Asia Regions Using A2 Scenario (A2 시나리오를 이용한 아시아 지역 기후대의 변화 전망)

  • Shin, Sang Hoon;Bae, Deg Hyo
    • Journal of Korea Water Resources Association
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    • v.46 no.3
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    • pp.253-265
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    • 2013
  • The objective of this study is to analyse the current climate zone applied by K$\ddot{o}$ppen climate classification and the future climate zone projected by the A2 scenario in Asia regions. The spatial and temporal variations of precipitation and temperature were also analyzed. As regards to the result of analysis on the variation of climate factor, temperature and precipitation will be increasing $4.0^{\circ}C$ and 12% respectively in the 2080s comparing with the reference period (1991~2010). Spatially, the range of temperature increase on the high latitude area is higher than that on the low latitude area. The precipitation will be increasing averagely in the overall area, but the spatial unequal distribution of precipitation will be intensified. At the result of the future climate zone, the area of warm climates will be increasing while the area of cold climates will be decreasing. In 2080s, the temperature will be increasing as much as 7.2% and 1.9% on the Tropical climates and Arid climates respectively, but it will be decreasing as -2.4%, -4.9% and -1.8% on the Warm temperate climates, Cold climates and Polar climates respectively. Furthermore, the part of Savannah climates and Desert climates will be mostly increasing. It is mainly caused by the temperature increase and desertification impact according to global warming.