• 제목/요약/키워드: morphological study

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재정정보 활용을 위한 텍스트 마이닝 기반 회계용어 형태소 분석기 구축 (Development of Text Mining-Based Accounting Terminology Analyzer for Financial Information Utilization)

  • 정건용;윤승식;강주영
    • 한국정보시스템학회지:정보시스템연구
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    • 제28권4호
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    • pp.155-174
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    • 2019
  • Purpose Social interest in financial statement notes has recently increased. However, contrary to the keen interest in financial statement notes, there is no morphological analyzer for accounting terms, which is why researchers are having considerable difficulty in carrying out research. In this study, we build a morphological analyzer for accounting related text mining techniques. This morphological analyzer can handle accounting terms like financial statements and we expect it to serve as a springboard for growth in the text mining research field. Design/methodology/approach In this study, we build customized korean morphological analyzer to extract proper accounting terms. First, we collect Company's Financial Statement notes, financial information data published by KPFIS(Korea Public Finance Information Service), K-IFRS accounting terms data. Second, we cleaning and tokeninzing and removing stopwords. Third, we customize morphological analyzer using n-gram methodology. Findings Existing morphological analyzer cannot extract accounting terms because it split accounting terms to many nouns. In this study, the new customized morphological analyzer can detect more appropriate accounting terms comparing to the existing morphological analyzer. We found that accounting words that were not detected by existing morphological analyzers were detected in new customized morphological analyzers.

군산의 근대도시발달과정과 도시조직의 변화 유형에 관한 형태학적 연구 (A Morphological Study on the Modern Urbanization and Transformation Type of Urban Tissues in Kunsan)

  • 이경찬;허준
    • 한국조경학회지
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    • 제32권6호
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    • pp.36-51
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    • 2005
  • The purpose of this thesis is to analyse modem urbanization process and the morphological transformation of the urban tissues in Kunsan between the you 1899 and 2001, The method of this study is to investigate the transformation process of morphological elements such as plot structure, building layout, building facades, land use, exterior space structure and their use, with actual field surveys, the analysis of land registration maps in 1912, and various topological map. Morphological analysis on modern Kunsan is progressed by three steps-typo-morphological analysis of urban tissue in old-town area, interpretation of morphological process, and transformation process, of morphological structure in Japanese concession in view of plots system. As a result, it is found that there is cyclical relationship among the morphological transformation processes of morphological elements, plots, buildings, land-uses, and access space to buildings. From the view of town plan change, the period of restoration of war damage in 1950s and compressive growing period in 1960s have important meaning in the morphological process of old-town area. Particularly the first building plan and layout type together with plot form and structure is acted as the main factor to decide the subsequent plot transformation system, exterior space system and the particular streetscape in Kunsan.

형태분석법을 이용한 의상디자인 전개과정의 방법론적 연구 (A Methodological Study on the Developing Process of Costume Design Applied to the Method of Morphological Analysis)

  • 도규희
    • 한국의류학회지
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    • 제20권3호
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    • pp.401-413
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    • 1996
  • This study is aimed to be helpful a developing process for Apparel design and to investigate Idea abduction for Apparel Design which applied to the Morphological Method one of the Methods of Creativity which the creative technologists studied. The result of this study were as follows : 1. The Morphological Method which is one of the Methods of Creativity could be applied to Idea abduction for Apparel Design by CAD system. 2. This study developed a program for CAD system which could use the design process for Apparel Design applied to the Morphological Method 3. In the consequence of the program which could use the design developing process of Morphological Method, and trying to test with the selection of the essential variables about Jacket, Skirt, One-piece, Blouse, it is found that many design for Apparel Design could be producted in a short time, so that the conclusion have been made as a result that the Method could be a great help to design a variable sillouette for Apparel Design.

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영상처리용 Morphological Filter의 하드웨어 설계 (Design of Morphological Filter for Image Processing)

  • 문성용;김종교
    • 한국통신학회논문지
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    • 제17권10호
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    • pp.1109-1116
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    • 1992
  • Mathematical morphology는 이론적 배경으로 신호 및 시스템의 기하학적 특성을 해석하는데 우수하고 잡음이 섞인 데이터를 고르기에 있어서 매우 성공적으로 적용되고 있다. 본 논문에서는 morphological필터의 하드웨어 구현은 같은 회로에서 gray scale dilation과 erosion을 수행하여 최소값과 최대값을 선택하도록 함으로써 회로의 복잡성을 줄이고 병렬처리가 가능하도록 하였다. Morphological filter의 구조는 structuring element블록, 이미지 데이타 블록, 제어 블록, ADD 블록, MIN/MAX블록으로 구성되고 실시간 처리가 가능하도록 하드웨어를 설계, one chip화 한다.

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지도축척의 영향에 따른 하천형태학적 특성연구 (A study on stream morphological characteristics according to effect of Map Scale)

  • 안상진;조용진
    • 한국농공학회지
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    • 제23권1호
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    • pp.64-74
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    • 1981
  • The stream morphological characteristics of watershed have important influence upon the analysis of runoff. In this study, the effect of the map scale on the stream morphological characteristics was used on the data taken from 15'(1:50, 000) and 7'30"(1 :25,000) topographic maps which could cover the whole Miho River basin This basin are the first tributary of the Geum. River. Otherwise, the longitudinal stream bed profile was calculated by Yang's theoretical stream bed profile, equilibrium profile and actual profile. In the result of this investigation the conclusion is that the resultant relationship obtained from different topographic maps in the scale on the same stream system has come upon the same result as the stream morphological characteristics. Therefore, the great amount of time and effort can be saved in studing the stream morphological charecteristics by using the 15' instead of the 7'30"map system excluding the first order streams.

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Fundamental Morphological Study of 16 Genera of Chironomid Larvae in Korea

  • Lee, Dong Ju;Park, Jae-won;Kwak, Ihn-Sil
    • 생태와환경
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    • 제54권2호
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    • pp.125-129
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    • 2021
  • Chironomids are a large group of invertebrates that live in various aquatic habitats. The distribution range of these invertebrates has become varied due to anthropogenic impacts; as such, their distribution can be used as an indicator of environmental health. Adult chironomids are well known in South Korea; however, the larvae have rarely been studied due to difficulties associated with morphological classification. To address this lack of information, we collected larvae from four important rivers in South Korea and summarized their taxonomic morphological characteristics. The antennae, mandible, and mentum were used for larval taxonomic characterization. In this study, we describe the basic morphological features and key pictorial features of 20 species of chironomids, representing 16 genera.

Transformer-based reranking for improving Korean morphological analysis systems

  • Jihee Ryu;Soojong Lim;Oh-Woog Kwon;Seung-Hoon Na
    • ETRI Journal
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    • 제46권1호
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    • pp.137-153
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    • 2024
  • This study introduces a new approach in Korean morphological analysis combining dictionary-based techniques with Transformer-based deep learning models. The key innovation is the use of a BERT-based reranking system, significantly enhancing the accuracy of traditional morphological analysis. The method generates multiple suboptimal paths, then employs BERT models for reranking, leveraging their advanced language comprehension. Results show remarkable performance improvements, with the first-stage reranking achieving over 20% improvement in error reduction rate compared with existing models. The second stage, using another BERT variant, further increases this improvement to over 30%. This indicates a significant leap in accuracy, validating the effectiveness of merging dictionary-based analysis with contemporary deep learning. The study suggests future exploration in refined integrations of dictionary and deep learning methods as well as using probabilistic models for enhanced morphological analysis. This hybrid approach sets a new benchmark in the field and offers insights for similar challenges in language processing applications.

Linear-Time Korean Morphological Analysis Using an Action-based Local Monotonic Attention Mechanism

  • Hwang, Hyunsun;Lee, Changki
    • ETRI Journal
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    • 제42권1호
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    • pp.101-107
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    • 2020
  • For Korean language processing, morphological analysis is a critical component that requires extensive work. This morphological analysis can be conducted in an end-to-end manner without requiring a complicated feature design using a sequence-to-sequence model. However, the sequence-to-sequence model has a time complexity of O(n2) for an input length n when using the attention mechanism technique for high performance. In this study, we propose a linear-time Korean morphological analysis model using a local monotonic attention mechanism relying on monotonic alignment, which is a characteristic of Korean morphological analysis. The proposed model indicates an extreme improvement in a single threaded environment and a high morphometric F1-measure even for a hard attention model with the elimination of the attention mechanism formula.

형태학 연산자를 이용한 하이브리드 FCNN의 영상 에지 고양 검출에 관한 연구 (A study on the Image Edge Enhancement Detection of the Hybrid FCNN using the Morphological Operations)

  • 홍연희;변오성;조수형;문성룡
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1999년도 하계종합학술대회 논문집
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    • pp.1025-1028
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    • 1999
  • After detecting the edge which is applying the morphological operators to the hybrid FCNN, we could analyze and compare. The hybrid FCNN is completely removed to the noise in the image, and worked in order to obtain the result image which is closest to the original image. Also, the morphological operator is applied to the image as the method in order to detect more good the edge than the conventional edge. FCNN which is the pipeline type is completely suitable to detecting the image processing as well as the hardware size. In this paper. we would make the structure elements of the morphological operator the variable template and the static template, and compare with the edge enhancement of two images. After being the result which is applying the variable template morphological operator and the static template morphological operator to the image, we could know that the edge images applying the variable template is superior in a edge enhancement side.

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