• 제목/요약/키워드: CLASSIFICATION TABLE

검색결과 354건 처리시간 0.024초

한국표준산업분류를 기준으로 한 문서의 자동 분류 모델에 관한 연구 (A Study on Automatic Classification Model of Documents Based on Korean Standard Industrial Classification)

  • 이재성;전승표;유형선
    • 지능정보연구
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    • 제24권3호
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    • pp.221-241
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    • 2018
  • 지식사회에 들어서며 새로운 형태의 자본으로서 정보의 중요성이 강조되고 있다. 그리고 기하급수적으로 생산되는 디지털 정보의 효율적 관리를 위해 정보 분류의 중요성도 증가하고 있다. 본 연구에서는 기업의 기술사업화 의사결정에 도움이 될 수 있는 맞춤형 정보를 자동으로 분류하여 제공하기 위하여, 기업의 사업 성격을 나타내는 한국표준산업분류(이하 'KSIC')를 기준으로 정보를 분류하는 방법을 제안하였다. 정보 혹은 문서의 분류 방법은 대체로 기계학습을 기반으로 연구되어 왔으나 KSIC를 기준으로 분류된 충분한 학습데이터가 없어, 본 연구에서는 문서간 유사도를 계산하는 방식을 적용하였다. 구체적으로 KSIC 각 코드별 설명문을 수집하고 벡터 공간 모델을 이용하여 분류 대상 문서와의 유사도를 계산하여 가장 적합한 KSIC 코드를 제시하는 방법과 모델을 제시하였다. 그리고 IPC 데이터를 수집한 후 KSIC를 기준으로 분류하고, 이를 특허청에서 제공하는 KSIC-IPC 연계표와 비교함으로써 본 방법론을 검증하였다. 검증 결과 TF-IDF 계산식의 일종인 LT 방식을 적용하였을 때 가장 높은 일치도를 보였는데, IPC 설명문에 대해 1순위 매칭 KSIC의 일치도는 53%, 5순위까지의 누적 일치도는 76%를 보였다. 이를 통해 보다 정량적이고 객관적으로 중소기업이 필요로 할 기술, 산업, 시장정보에 대한 KSIC 분류 작업이 가능하다는 점을 확인할 수 있었다. 또한 이종 분류체계 간 연계표를 작성함에 있어서도 본 연구에서 제공하는 방법과 결과물이 전문가의 정성적 판단에 도움이 될 기초 자료로 활용될 수 있을 것으로 판단된다.

한강하류지형면의 분류와 지형발달에 대한 연구 (양수리에서 능곡까지)

  • 박노식
    • 동굴
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    • 제68호
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    • pp.23-73
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    • 2005
  • Purpose of study; The purpose of this study is specifically classified as two parts. The one is to attempt the chronological annals of Quaternary topographic surface through the study over the formation process of alluvial surfaces in our country, setting forth the alluvial surfaces lower-parts of Han River area, as the basic deposit, and comparing it to the marginal landform surfaces. The other is to attempt the classification of micro morphology based on the and condition premising the land use as a link for the regional development in the lower-parts of Han river area. Reasons why selected the Lower-parts of Han river area as study objects: 1. The change of river course in this area is very serve both in vertical and horizontal sides. With a situation it is very easy to know about the old geography related to the formation process of topography. 2. The component materials of gravel, sand, silt and clay are deposited in this area. Making it the available data, it is possible to consider about not oかy the formation process of topography but alsoon the development history to some extent. 3. The earthen vessel, a fossil shell fish, bone, cnarcoal and sea-weed are included in the alluvial deposition in this area. These can be also valuable data related to the chronological annals. 4. The bottom set conglometate beds is also included in the alluvial deposits. This can be also valuable data related to the research of geomorphological development. 5. Around of this area the medium landform surface, lower landform surface, pediment and basin, are existed, and these enable the comparison between the erosion surfaces and the alluvial surfaces. Approach : 1. Referring to the change of river beds, I have calculated the vertical and horizontal differences comparing the topographic map published in 1916 with that published in 1966 and through the field work 2. In classifying the landform, I have applied the method of micro morphological classification in accordance with the synthetic index based upon the land conditions, and furthermore used the classification method comparing the topographic map published in 1916 and in that of 1966. 3. I have accorded this classification with the classification by mapping through appliying the method of classification in the development history for the field work making the component materials as the available data. 4. I have used the component materials, which were picked up form the outcrop of 10 places and bored at 5 places, as the available data. 5. I have referred to Hydrological survey data of the ministry of Construction (since 1916) on the overflow of Han-river, and used geologic map of Seoul metropolitan area. Survey Data, and general map published in 1916 by the Japanese Army Survbey Dept., and map published in 1966 by the Construction Research Laboratory and ROK Army Survey Dept., respectively. Conclusion: 1. Classification of Morphology: I have added the historical consideration for development, making the component materials and fossil as the data, to the typical consideration in accordance with the map of summit level, reliefe and slope distribution. In connection with the erosion surface, I have divided into three classification such as high, medium and low-,level landform surfaces which were classified as high and low level landform surfaces in past. furthermore I have divided the low level landform surface two parts, namely upper-parts(200-300m) and bellow-parts(${\pm}100m$). Accordingly, we can recognize the three-parts of erosion surface including the medium level landform surface (500-600m) in this area. (see table 22). In condition with the alluvial surfaces I have classified as two landform surfaces (old and new) which was regarded as one face in past. Meamwhile, under the premise of land use, the synthetic, micro morphological classification based upon the land condition is as per the draw No. 19-1. This is the quite new method of classification which was at first attempted in this country. 2. I have learned that the change of river was most severe at seeing the river meandering rate from Dangjung-ni to Nanjido. As you seee the table and the vertical and horizontal change of river beds is justly proportionable to the river meandering rate. 3. It can be learned at seeing the analysis of component materials of alluvial deposits that the component from each other by areas, however, in the deposits relationship upper stream, and between upper parts and below parts I couldn't always find out the regular ones. 4. Having earthern vessel, shell bone, fossil charcoal and and seaweeds includen in the component materials such as gravel, clay, sand and silt in Dukso and Songpa deposits area. I have become to attempt the compilation of chronicle as yon see in the table 22. 5. In according to hearing of basemen excavation, the bottom set conglomerate beds of Dukso beds of Dukso-beds is 7m and Songpa-beds is 10m. In according to information of dredger it is approx. 20m in the down stream. 6. Making these two beds as the standard beds, I have compared it to other beds. 7 The coarse sand beds which is covering the clay-beds of Dukso-beds and Nanjidobeds is shown the existence of so-called erosion period which formed the gap among the alluvial deposits of stratum. The former has been proved by the sorting, bedding and roundness which was supplied by the main stream and later by the branch stream, respectively. 8. If the clay-beds of Dukeo-bed and Songpa-bed is called as being transgressive overlap, by the Eustatic movement after glacial age, the bottom set conglomerate beds shall be called as being regressive overlap at the holocene. This has the closest relationship with the basin formation movement of Seoul besides the Eustatic movement. 9. The silt-beds which is the main component of deposits of flood plain, is regarded as being deposited at the Holocene in the comb ceramic and plain pottery ages. This has the closest relationship with the change of river course and river beds.

대두의 품종에 관한 연구 -제1보 생태형과 성숙군의 분류- (Studies on the soybean varieties in Korea -1. Classificiatons of Ecotypes and Maturity groups-)

  • 장권열
    • 한국작물학회지
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    • 제1권1호
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    • pp.3-25
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    • 1963
  • Experiments were carried out to classify the ecotypes and maturity groups of soybean varieties, and to make clear the relationships among these ecotypes, maturity groups and some characteristics in the growing and ripening process of soybean varieties in Korea. Soybean varieties used as the material were 138, 57 varieties collected from Japan, America and Canada and 81 local varieties of Korea. These varieties were grown in the Experimental Farms, College of Agriculture, Seoul National University, Suwon, Korea and Chinju Agricultural College, Kyungsang Namdo, Korea. Seed sowing was conducted at 8 times from April15 to July 29, at 15 day-intervals, in 1962. The classification methods of ecotypes and maturity groups applied in this study, and the results obtained are summarized as follows; 1. Ecotypes were classified from the standpoint of the periods from emergence to flowering, the shortened ratio of days from sowing to flowering by delayed sowing, and the periods from flowering to maturity(as shown in Table A). 2. All varieties wer classified into 10 ecotypes of Ia$_1$, Ib$_1$, IIa$_2$, IIb$_1$, IIb$_2$, IIIb$_1$IIIb$_2$, IIIc$_1$and IIIc$_2$ symbols. Korean local varieties, however, belong to 6 ecotypes of IIb$_1$, IIb$_2$, IIIb$_1$, IIIc$_2$, IIIc$_1$ and IIIc$_2$, respectively(table 1). 3. Durations from sowing to maturity were from 120 to 190 days in April sowing plots of all varieties. From the standpoint of the durations, maturity groups were classified into 9 groups from group I, extreme early, to group IX, extreme late, but our local varieties belong to 5 maturity groups of III, IV, V, VI and VII symbols, respectively(Table 2). 4. Kinds of ecotypes and maturity groups, and the number of soybean varieties belonging to those are as shown in Table B. 5. In this study, it was observed that there were some close relations between these ecotypes and maturity groups (Table 3,4), and among the ecotypes, maturity groups and some other characteristics in the growing and ripening process of the soybean varieties(Table 5). 6. Furthermore, it was also observed that the kinds of ecotypes and maturity groups of recommended varieties in the southern Korean provinces are more numerous than those of the northern provinces in Korea.

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국내 대학도서관 웹사이트 메뉴구조와 용어 분석 (A Study on the Menu Structure and Term of Academic Library Web Site)

  • 최흥식
    • 정보관리학회지
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    • 제19권4호
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    • pp.137-161
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    • 2002
  • 본 연구의 목적은 대학도서관 웹사이트의 효율적인 이용을 위하여 웹사이트 메뉴구조와 용어를 제안하는데 있다. 메뉴구조는 7가지의 웹사이트 메뉴패턴을 기준으로 분석하였고, 용어는 빈도순에 의한 항목을 분석하였다. 메뉴구조의 분석결과는 전반적으로 2가지 이상의 메뉴구조를 혼합하여 사용하고 있었고, 구조패턴은 <테이블>과 <프레임 + 테이블> 메뉴패턴이 유리한 것으로 나타났다. 메뉴에 사용된 용어는 다양하게 나타나고 있어서 체계적인 재분류와 절제된 표현이 요구된다. 본 연구의 결과는 도서관 웹사이트 제작자와 일선 사서들의 메뉴구조와 용어선정 문제에 도움을 주고, 이용자에게 도서관이 제공하는 서비스의 개념적 혼동과 이해부족 문제를 해소할 것으로 기대 된다.

한국어의 Machine translation을 위한 구문 구조 분석 (Syntactic Analysis of Korean Sentence for Machine Translation)

  • 이주근;한성국;전병대
    • 대한전자공학회논문지
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    • 제18권5호
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    • pp.15-21
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    • 1981
  • 이 논문은 기계 번역을 위한 한국어의 구문분석 algorithm과 system구성에 관한 것이다. 종래의 언어학적 문장구조를 재검토하여 품사와 성분을 통일된 관점에서 형태론적으로 분석 다음, 효과적인 품사분류 algorithm을 제안하고, 역이동변형 algorithm을 적용한 성분구조를 attribute개념을 도입하여 phrase structure rule로 처리하였다. 또한 한국어 조합문자의 조직개념을 lexicon구성에 도입하고 breadth-first searching에 의하여 문장의 심층구조가 포함된 parsing tate을 생성하는 구문분석 system을 구성하였으며, system program에 의해 입력문장을 심층구조로 분석한 결과를 보였다.

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A Robust Audio Fingerprinting System with Predominant Pitch Extraction in Real-Noise Environment

  • Son, Woo-Ram;Yoon, Kyoung-Ro
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2009년도 IWAIT
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    • pp.390-395
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    • 2009
  • The robustness of audio fingerprinting system in a noisy environment is a principal challenge in the area of content-based audio retrieval. The selected feature for the audio fingerprints must be robust in a noisy environment and the computational complexity of the searching algorithm must be low enough to be executed in real-time. The audio fingerprint proposed by Philips uses expanded hash table lookup to compensate errors introduced by noise. The expanded hash table lookup increases the searching complexity by a factor of 33 times the degree of expansion defined by the hamming distance. We propose a new method to improve noise robustness of audio fingerprinting in noise environment using predominant pitch which reduces the bit error of created hash values. The sub-fingerprint of our approach method is computed in each time frames of audio. The time frame is transformed into the frequency domain using FFT. The obtained audio spectrum is divided into 33 critical bands. Finally, the 32-bit hash value is computed by difference of each bands of energy. And only store bits near predominant pitch. Predominant pitches are extracted in each time frames of audio. The extraction process consists of harmonic enhancement, harmonic summation and selecting a band among critical bands.

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Peak 파라미터와 피치 검색테이블을 이용한 억양 생성방식 연구 (A Study on Generation Method of Intonation using Peak Parameter and Pitch Lookup-Table)

  • 장석복;김형순
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
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    • 한국정보과학회언어공학연구회 1999년도 제11회 한글 및 한국어 정보처리 학술대회
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    • pp.184-190
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    • 1999
  • 본 논문에서는 Text-to-Speech 시스템에서 사용할 억양 모델을 위해 음성 DB에서 모델 파라미터와 피치 검색테이블(lookup-table)을 추출하여 미리 구성하고, 합성시에는 이를 추정하여 최종 F0 값을 생성하는 자료기반 접근방식(data-driven approach)을 사용한다. 어절 경계강도(break-index)는 경계강도의 특성에 따라 고정적 경계강도와 가변적 경계강도로 세분화하여 사용하였고, 예측된 경계강도를 기준으로 억양구(Intonation Phrase)와 액센트구(Accentual Phrase)를 설정하였다. 특히, 액센트구 모델은 인지적, 음향적으로 중요한 정점(peak)을 정확하게 모델링하는 것에 주안점을 두어 정점(peak)의 시간축, 주파수축 값과 이를 기준으로 한 앞뒤 기울기를 추정하여 4개의 파라미터로 설정하였고, 이 파라미터들은 CART(Classification and Regression Tree)를 이용하여 예측규칙을 만들었다. 경계음조가 나타나는 조사, 어미는 정규화된(normalized) 피치값과 key-index로 구성되는 검색테이블을 만들어 보다 정교하게 피치값을 예측하였다. 본 논문에서 제안한 억양 모델을 본 연구실에서 제작한 음성합성기를 통해 합성하여 청취실험을 거친 결과, 기존의 상용 Text-to-Speech 시스템에 비해 자연스러운 합성음을 얻을 수 있었다.

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Wave Spectrum Based Fatigue Analysis for Mediterranean Sea, Black Sea and Aegean Sea

  • Kabakcioglu, Fuat;Bayraktarkatal, Ertekin
    • International Journal of Ocean System Engineering
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    • 제3권2호
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    • pp.61-67
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    • 2013
  • In this study, wave spectrum based fatigue analyses are studied for Turkey's adjacent coastal seas by using Maestro finite element analyzing software. Palmgren-Miner's method is used to obtain the fatigue safe life time. Palmgren-Miner's method was selected for the fatigue analyses because of its good acceptance of data from almost all classification societies such as Germanischer Lloyd, the American Bureau of Shipping, Det Norske Veritas, etc. The maximum stress regions of the structures are obtained by using finite element analyses, and the results are compared with the endurance limit of the W$\ddot{o}$hler diagram of AA5059 H321 aluminum alloy. The wave characteristics table given in this article is used to obtain the number of cycles for each sea condition. By using the wave characteristics table, the wave lengths, wave speeds, and cycles are obtained. This study is performed to estimate the lifetimes of a semi-swath type coast guard boat and/or commercial yacht projects, which are produced by using AA5059 H321 aluminum alloy, under different sea environment conditions. Fatigue examinations are performed for both head seas and oblique seas.

Real-time structural damage detection using wireless sensing and monitoring system

  • Lu, Kung-Chun;Loh, Chin-Hsiung;Yang, Yuan-Sen;Lynch, Jerome P.;Law, K.H.
    • Smart Structures and Systems
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    • 제4권6호
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    • pp.759-777
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    • 2008
  • A wireless sensing system is designed for application to structural monitoring and damage detection applications. Embedded in the wireless monitoring module is a two-tier prediction model, the auto-regressive (AR) and the autoregressive model with exogenous inputs (ARX), used to obtain damage sensitive features of a structure. To validate the performance of the proposed wireless monitoring and damage detection system, two near full scale single-story RC-frames, with and without brick wall system, are instrumented with the wireless monitoring system for real time damage detection during shaking table tests. White noise and seismic ground motion records are applied to the base of the structure using a shaking table. Pattern classification methods are then adopted to classify the structure as damaged or undamaged using time series coefficients as entities of a damage-sensitive feature vector. The demonstration of the damage detection methodology is shown to be capable of identifying damage using a wireless structural monitoring system. The accuracy and sensitivity of the MEMS-based wireless sensors employed are also verified through comparison to data recorded using a traditional wired monitoring system.

국립공원 서식지 유형 분류 체계 구축 (Habitat Type Classification System of Korean National Parks)

  • 김정은;노백호;이정윤;조형진;진승남;최진우;명현호
    • Ecology and Resilient Infrastructure
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    • 제8권2호
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    • pp.97-111
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    • 2021
  • 국립공원에 서식하는 생물종과 서식지 간의 관계를 공간적 평가에 활용하기 위해 생물종의 생태적 특성, 공간 유형, 식생군락, 지형 및 지질 조건을 기준으로 서식지 유형 분류 체계를 개발하고 서식지 분류 지도를 제작하였다. 서식지 유형의 체계적 분류 및 판정을 위해 분류기준표를 제작하였다. 분류 체계는 구조적 서식지를 중심으로 6개 대분류로 구분하였으며, 중분류는 59개의 생태계 유형으로 분류하였다. 산림생태계는 20개, 하천 및 습지생태계는 8개, 해안생태계는 16개, 농경지는 6개, 개발지는 9개, 해양생태계는 1개로 분류하였다. 서식지 분류 체계를 기반으로 정사영상, 정밀식생도, 임상도를 활용하여 서식지 분류 지도를 작성하였다. 서식지 분류 지도는 21개 국립공원에 대해 1,461개 도엽으로 구축하였다. 본 연구의 활용성을 높이기 위해 국내 서식지 조건을 고려한 서식지 분류 체계 고도화와 조사 프로토콜을 개발하여 서식지 평가에 적용하여야 한다.