• 제목/요약/키워드: Corpus Frequency

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북한 제1중학교 영어교과서 분석 (Analysis of the English Textbooks in North Korean First Middle School)

  • 황서연;김정렬
    • 한국콘텐츠학회논문지
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    • 제17권11호
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    • pp.242-251
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    • 2017
  • 본 연구는 북한의 수재양성 기관인 제1중학교의 영어교과서를 코퍼스로 구축한 후, 이를 분석하여 언어적 특징을 파악한 연구이다. 그동안 북한의 일반중학교의 영어교과서의 특징들을 파악한 연구는 많았지만, 북한의 수재교육기관인 제1중학교 영어교과서에 대한 연구는 부족했다. 이를 위하여 북한자료센터에서 입수한 제1중학교 1학년, 2학년, 4학년, 6학년 영어 교과서 구성 체계를 살펴보고, 코퍼스를 구축한 후, 워드스미스 툴스 7.0을 활용하여 제1중학교 영어 교과서의 언어적인 특징과 고빈도 내용어를 분석하였다. 기본적인 통계 정보를 살펴본 결과, 학년의 위계에 따라 어휘 수가 증가하지는 않았으나 어휘다양성은 고학년으로 갈수록 순차적으로 높아지는 경향성이 발견되었다. 한편 학년별 고빈도 내용어의 분포를 살펴본 결과, 각 학년별 교과서에 수록된 지문의 주제에 따라 학년별로 큰 차이를 보였다.

토픽모델링과 딥 러닝을 활용한 생의학 문헌 자동 분류 기법 연구 (A Study of Research on Methods of Automated Biomedical Document Classification using Topic Modeling and Deep Learning)

  • 육지희;송민
    • 정보관리학회지
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    • 제35권2호
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    • pp.63-88
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    • 2018
  • 본 연구는 LDA 토픽 모델과 딥 러닝을 적용한 단어 임베딩 기반의 Doc2Vec 기법을 활용하여 자질을 선정하고 자질집합의 크기와 종류 및 분류 알고리즘에 따른 분류 성능의 차이를 평가하였다. 또한 자질집합의 적절한 크기를 확인하고 문헌의 위치에 따라 종류를 다르게 구성하여 분류에 이용할 때 높은 성능을 나타내는 자질집합이 무엇인지 확인하였다. 마지막으로 딥 러닝을 활용한 실험에서는 학습 횟수와 문맥 추론 정보의 유무에 따른 분류 성능을 비교하였다. 실험문헌집단은 PMC에서 제공하는 생의학 학술문헌을 수집하고 질병 범주 체계에 따라 구분하여 Disease-35083을 구축하였다. 연구를 통하여 가장 높은 성능을 나타낸 자질집합의 종류와 크기를 확인하고 학습 시간에 효율성을 나타냄으로써 자질로의 확장 가능성을 가지는 자질집합을 제시하였다. 또한 딥 러닝과 기존 방법 간의 차이점을 비교하고 분류 환경에 따라 적합한 방법을 제안하였다.

토끼 음경해면체의 비-아드레날린 비-콜린성 이완반응에서 산화질소의 역할 (The Role of Nitric Oxide in Non-adrenergic Non-cholinergic Relaxation in the Rabbit Penile Corpus Cavernosum)

  • 박미선;김진보;홍은주;홍승철
    • 약학회지
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    • 제41권3호
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    • pp.370-380
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    • 1997
  • The role of nitric oxide (NO) on the non-adrenergic non-cholinergic (NANC) relaxations induced by the short and prolonged electrical field stimulation (EFS) has been studied in the rabbit corpus cavernosum. In the presence of atropine and guanethidine the prolonged EFS (2-16 Hz) of corpus cavernosal strips precontracted with phenylephrine produced frequency-dependent relaxations, which were abolished by tetrodotoxin as shown in the relaxations induced gy the short EFS, indicating that their orgin is NANC nerve stimulation. $N^G$-nitro-L-arginine (L-NNA), inhibitor of nitirc oxide synthase, caused a concentration-dependent inhibition to the NANC relaxation, and at 100 M L-NNA the relaxation were virtually abolished. The inhibitory effect of L-NNA was reversed by L-arginine. Hemoglobin abolished the relaxations to NO and also caused a concentration-dependent inhibition of the NANC relaxation. The hemoglobin-resistant relaxation induced by EFS was eliminated by L-NNA. Methylene blue significantly reduced the NANC relaxation in a conentration-dependent manner. The NANC relaxation was not affected by a VIP-inactivating pepridase, alpha0chymotrypsin, whereas VIP-induced relaxation was completely abolished. NO- and VIP-induced relaxation were not affected by L-NNA. These results indicate that the NANC relaxation induced by prolonged EFS of the rabbit corpus cavernosum is mediated by NO-guanosine 3',5'-cyclic monophosphate pathway as shown in the relaxation induced by the short EFS, and that VIP release is not essential for the NANC relaxation of the rabbit corpus cavernosum and VIP is not involved the generation fo NO.

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한국어 연결어미 '-면서'와 중국어 대응표현의 대조연구 -한·중 병렬 말뭉치를 기반으로 (A Comparative Study on Korean Connective Morpheme '-myenseo' to the Chinese expression - based on Korean-Chinese parallel corpus)

  • YI, CHAO
    • 비교문화연구
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    • 제37권
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    • pp.309-334
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    • 2014
  • This study is based on the Korean-Chinese parallel corpus, utilizing the Korean connective morpheme '-myenseo' and contrasting with the Chinese expression. Korean learners often struggle with the use of Korean Connective Morpheme especially when there is a lexical gap between their mother language. '-myenseo' is of the most use Korean Connective Morpheme, it usually contrast to the Chinese coordinating conjunction. But according to the corpus, the contrastive Chinese expression to '-myenseo' is more than coordinating conjunction. So through this study, can help the Chinese Korean language learners learn easier while studying '-myenseo', because the variety Chinese expression are found from the parallel corpus that related to '-myenseo'. In this study, firstly discussed the semantic features and syntactic characteristics of '-myenseo'. The significant semantic features of '-myenseo' are 'simultaneous' and 'conflict'. So in this chapter the study use examples of usage to analyse the specific usage of '-myenseo'. And then this study analyse syntactic characteristics of '-myenseo' through the subject constraint, predicate constraints, temporal constraints, mood constraints, negatives constraints. then summarize them into a table. And the most important part of this study is Chapter 4. In this chapter, it contrasted the Korean connective morpheme '-myenseo' to the Chinese expression by analysing the Korean-Chinese parallel corpus. As a result of the analysis, the frequency of the Chinese expression that contrasted to '-myenseo' is summarized into

    . It can see from the table that the most common Chinese expression comparative to '-myenseo' is non-marker patterns. That means the connection of sentence in Korean can use connective morpheme what is a clarifying linguistic marker, but in Chinese it often connect the sentence by their intrinsic logical relationships. So the conclusion of this chapter is that '-myenseo' can be comparative to Chinese conjunction, expression, non-marker patterns and liberal translation patterns, which are more than Chinese conjunction that discovered before. In the last Chapter, as the conclusion part of this study, it summarized and suggest the limitations and the future research direction.

  • Praat과 R로 분석한 한국인 대화 음성 말뭉치의 fundamental frequency(f0)값 분포 (The fundamental frequency (f0) distribution of Korean speakers in a dialogue corpus using Praat and R)

    • 양병곤
      • 말소리와 음성과학
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      • 제15권3호
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      • pp.17-25
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      • 2023
    • 이 논문은 국립국어원에서 배포한 한국인 대화 음성 말뭉치에서 화자의 성대의 진동을 나타내는 fundamental frequency(f0)값을 측정해서 한국인이 일상 대화를 할 때 f0값의 기초적인 통계자료를 살펴보고, 나이와 f0값의 분포는 어떤 관계를 보이는지를 조사했다. 연구자료 수집과 분석은 Praat과 R을 이용했고, 개인별 억양구마다 상자도를 구하고 사분위값을 활용하여 극단값을 제거하는 방법으로 최종 f0값 자료를 구했다. 그 결과 전체 한국인들의 f0값의 평균값은 185 Hz이고 중앙값은 187 Hz로 나왔다. 자료의 분포모양을 나타내는 왜도는 0.11의 정적분포를 보였고, 첨도는 -0.09로 정상분포에 거의 가까운 모양을 보였다. 일상대화의 피치값의 변화범위로는 238 Hz로 나타났다. 남녀 간의 f0값의 차이는 남성의 중앙값 114 Hz의 거의 두 배에 해당하는 199 Hz가 여성의 중앙값으로 나타났고 t검증결과 유의미한 차이를 보였다. 분포모양을 나타내는 왜도는 남성이 1.24이었고, 여성은 그것의 반에 해당하는 0.58이었다. 첨도는 남녀집단 각각 5.21과 3.88로 나타나 남성의 값이 34% 정도 더 뾰족한 모양을 보였다. 연령대별로는 남녀집단을 합하여 볼 때, 나이가 들수록 f0값이 서서히 내려가는 경향을 보였다. 연령대별 f0중앙값과 나이 간의 회귀분석을 실행한 결과 기울기가 남성집단에서는 0.15, 여성집단에서는 -0.586으로 서로 반대되는 경향을 기록했다. 결론적으로, 대규모 참여자가 녹음한 대화 음성에서 한국인의 집단별 연령별 다양한 f0분포를 규명할 수 있지만, 나이와 f0관계는 더 정밀한 자료수집이 필요함을 알 수 있었다.

    Phonological processes of consonants from orthographic to pronounced words in the Seoul Corpus

    • Yang, Byunggon
      • 말소리와 음성과학
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      • 제12권2호
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      • pp.1-7
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      • 2020
    • This paper investigates the phonological processes of consonants in pronounced words in the Seoul Corpus, and compares the frequency distribution of these processes to provide a clearer understanding of conversational Korean to linguists and teachers. To this end, both orthographic and pronounced words were extracted from the transcribed label scripts of the Seoul Corpus. Next, the phonological processes of consonants in the orthographic and pronounced forms were tabulated separately after syllabifying the onsets and codas, and major consonantal processes were examined. First, the results showed that the majority of the orthographic consonants' sounds were pronounced the same way as their pronounced forms. Second, more than three quarters of the onsets were pronounced as the same forms, while approximately half of the codas were pronounced as variants. Third, the majority of different onset and coda symbols were primarily caused by deletions and insertions. Finally, the five phonological process types accounted for only 12.4% of the total possible procedures. Based on these results, this paper concludes that an analysis of phonological processes in spontaneous speech corpora can improve the practical understanding of spoken Korean. Future studies ought to compare the current phonological process data with those of other languages to establish universal patterns in phonological processes.

    A Corpus-Based Study of the Use of HEART and HEAD in English

    • Oh, Sang-suk
      • 한국언어정보학회지:언어와정보
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      • 제18권2호
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      • pp.81-102
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      • 2014
    • The purpose of this paper is to provide corpus-based quantitative analyses of HEART and HEAD in order to examine their actual usage status and to consider some cognitive linguistic aspects associated with their use. The two corpora COCA and COHA are used for analysis in this study. The analysis of COCA corpus reveals that the total frequency of HEAD is much higher than that of HEART, and that the figurative use of HEART (60%) is two times higher than its literal use (32%); by contrast, the figurative use of HEAD (41%) is a bit higher than its literal use (38%). Among all four genres, both lexemes occur most frequently in fictions and then in magazines. Over the past two centuries, the use of HEART has been steadily decreasing; by contrast, that the use of HEAD has been steadily increasing. It is assumed that the decreasing use of HEART has partially to do with the decrease in its figurative use and that the increasing use of HEAD is attributable to its diverse meanings, the increase of its lexical use, and the partial increase in its figurative use. The analysis of the collocation of verbs and adjectives preceding HEART and HEAD, as well the modifying and predicating forms of HEART and HEAD also provides some relevant information of the usage of the two lexemes. This paper showcases that the quantitative information helps understanding not only of the actual usage of the two lexemes but also of the cognitive forces working behind it.

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    Lexical Bundles in Computer Science Research Articles: A Corpus-Based Study

    • Lee, Je-Young;Lee, Hye Jin
      • International Journal of Contents
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      • 제14권4호
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      • pp.70-75
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      • 2018
    • The purpose of this corpus-based study was to find 4-word lexical bundles in computer science research articles. As the demand for research articles (RAs) for international publication increases, the need for acquiring field-specific writing conventions for this academic genre has become a burning issue. Particularly, one area of burgeoning interest in the examination of rhetorical structures and linguistic features of RAs is the use of lexical bundles, the indispensable building blocks that make up an academic discourse. To illustrate, different academic discourses rely on distinctive repertoires of lexical bundles. Because lexical bundles are often acquired as a whole, the recurring multi-word sequences can be retrieved automatically to make written discourse more fluent and natural. Therefore, the proper use of rhetorical devices specific to a particular discipline can be a vital indicator of success within the discourse communities. Hence, to identify linguistic features that make up specific registers, this corpus-based study examines the types and usage frequency of lexical bundles in the discipline of CS, one of the most in-demand fields world over. Given that lexical bundles are empirically-derived formulaic multi-word units, identifying core lexical bundles used in RAs, they may provide insights into the specificity of particular CS text types. This will in turn provide empirical evidence of register specificity and technicality within the academic discourse of computer science. As in the results, pedagogical implications and suggestions for future research are discussed.

    Fillers in the Hong Kong Corpus of Spoken English (HKCSE)

    • Seto, Andy
      • 아시아태평양코퍼스연구
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      • 제2권1호
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      • pp.13-22
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      • 2021
    • The present study employed an analytical framework that is characterised by a synthesis of quantitative and qualitative analyses with a specially designed computer software SpeechActConc to examine speech acts in business communication. The naturally occurring data from the audio recordings and the prosodic transcriptions of the business sub-corpora of the HKCSE (prosodic) are manually annotated with a speech act taxonomy for finding out the frequency of fillers, the co-occurring patterns of fillers with other speech acts, and the linguistic realisations of fillers. The discoursal function of fillers to sustain the discourse or to hold the floor has diverse linguistic realisations, ranging from a sound (e.g. 'uhuh') and a word (e.g. 'well') to sounds (e.g. 'um er') and words, namely phrase ('sort of') and clause (e.g. 'you know'). Some are even combinations of sound(s) and word(s) (e.g. 'and um', 'yes er um', 'sort of erm'). Among the top five frequent linguistic realisations of fillers, 'er' and 'um' are the most common ones found in all the six genres with relatively higher percentages of occurrence. The remaining more frequent realisations consist of clause ('you know'), word ('yeah') and sound ('erm'). These common forms are syntactically simpler than the less frequent realisations found in the genres. The co-occurring patterns of fillers and other speech acts are diverse. The more common co-occurring speech acts with fillers include informing and answering. The findings show that fillers are not only frequently used by speakers in spontaneous conversation but also mostly represented in sounds or non-linguistic realisations.

    Non-Discourse Marker Uses of So in EFL Writings: Functional Variability among Asian Learners

    • Sato, Shie
      • 아시아태평양코퍼스연구
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      • 제1권2호
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      • pp.27-39
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      • 2020
    • This paper examines the frequency and distribution of the so-called "non-discourse marker functions" of so in essay writings produced by 200 L1 English speakers and 1,300 EFL learners in China, Japan, Korea, and Taiwan. Based on the data drawn from the International Corpus Network of Asian Learners of English, this study compares EFL learners and L1 English speakers' uses of so, identifying four grammatical uses, as (1) an adverb, (2) part of a fixed phrase, (3) a pro-form, and (4) a conjunction phrase specifying purpose. This study aims to show the wide variability among EFL learners with different L1s, identifying the tendency of usage both common among and specific to the sub-groups of EFL learners. The findings suggest that the learners demonstrate patterns distinctively different from those of L1 English speakers, indicating an underuse of so as a marker expressing "purpose" and an overuse as part of fixed phrases. Compared to L1 English speakers, the learners also tend to overuse so in the discourse marker functions, regardless of their L1s. The study proposes pedagogical implications focusing on discourse flow and diachronic aspects of so in order to understand its multifunctionality, although the latter is primarily suggested for advanced learners.