• 제목/요약/키워드: grammar learning

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유전자 프로그래밍을 이용한 RNA 구조 문법 학습 (Learning of RNA Structural Grammar using Genetic Programming)

  • 남진우;정제균;장병탁
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2003년도 봄 학술발표논문집 Vol.30 No.1 (B)
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    • pp.425-427
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    • 2003
  • RNA는 세포내에서 유전자 발현에 직, 간접적으로 중요한 역할을 하며, RNA 구조는 세포 내에서의 기능과 깊은 연관이 있기 때문에 RNA 구조를 예측하는 것은 중요한 의미를 갖는다, 본 논문에서는 진화연산의 한가지인 유전자 프로그래밍(genetic programming) 방법을 사용하여 염기서열 정보를 참고하는 RNA 구조 문법의 학습 방법을 보여 준다. 이 RNA 구조를 의미하는 문법을 트리(tree)형태의 함수로 코드화(encoding) 한 후 이것을 유전자 프로그래밍 방법으로 진화시킨다. 진화를 통해 최적의 적합도를 갖는 트리의 문법을 테스트 데이터를 통해 평가한 결과 0.893의 특이도(speicificity)와 0.752의 민감도(sensitivity)를 보였다.

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워드프로세서의 영어문장 어법오류 인식개선을 통한 영어구문작성 향상방안에 대한 연구 (A Study on the improvement of English writing by applying error indication function in word processor)

  • 이재일
    • 디지털융복합연구
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    • 제18권2호
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    • pp.285-290
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    • 2020
  • 본 연구는 워드프로세서를 사용하여 영어텍스트구문을 작성하는 사용자들의 영어작문능력을 개선하는 방안을 제시하고자 한다. 컴퓨터와 IT기술의 발달로 영어작문능력 향상을 위한 컴퓨터보조언어학습이 보편적으로 사용되고 있다. 기존의 프로그램들은 일부 단어의 철자, 접속사의 필요성, 주어-동사의 수일치 등과 같은 몇몇 문법오류사항을 인식하여 표시해주는 기능이 있다. 그러나 사용자가 작성한 영어문장의 적절성에 대한 소수의 오류사항을 알려주고 있지만 영어문장에서 가장 흔하게 사용되고 있는 명사구성립의 적법성에 대한 오류인식은 하지 못하고 있다. 따라서 본 연구는 기존 워드프로세서의 문장오류인식 프로세스에 명사구성립인식 기능을 추가하여 더 나은 오류인식기능을 갖추도록 개선하여 사용자 편의성 및 문장적법성을 향상시키는 방안을 제시한다. 제안 방법은 문장 내에 사용된 명사를 추적하여 해당 명사가 문장요소로 사용되기 위한 최소단위인 명사구성립 여부를 확인하고 그에 따라 오류표기를 하여 사용자가 인식할 수 있도록 해준다. 사용자는 오류사항에 대한 인식을 통해 자신이 작성한 텍스트의 문장 적법성을 확인하고 수정하면서 문장작성 능력 및 적절한 어법의 사용에 대한 이해도가 증가할 것이라 판단된다.

The Extent of EFL Adult Learners Access to UG

  • Kang, Ae-Jin
    • 한국영어학회지:영어학
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    • 제2권3호
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    • pp.305-327
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    • 2002
  • This paper is in line with the attempts to examine two assumptions implied about the role of Universal Grammar (UC) in nonnative language acquisition: Are the EFL learners at disadvantage in acquiring UC-driven knowledge? Are there critical period effects in EFL learning? Based on the research with the seven studies of ESL and EFL adult learners performance on the Subjacency violation sentences, the paper investigates the extent to which the EFL adult learners can attain UG-driven knowledge represented by the Subjacency Principle. It also makes comparison of the EFL learners level of access to UG with that of their counterparts, the ESL learners. The research findings suggests that the EFL environment doesn't prevent the learners from acquiring target grammar in UG domain. That is, the current paper strongly suggests that the EFL adult-learners be able to acquire UG-driven knowledge to a considerable extent, at least as high as the ESL adult learners can attain. For the interpretation of the research results of the seven studies, Constructionist Hypothesis (CH) supported by a Minimalist Program (MP) assumption is employed. CH seems more plausible to account not only for incomplete acquisition observed among the beginning and intermediate level learners but also for the native-like competence acquired by advanced level L2 learners.

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Comparing Perceptions of Evaluative Criteria in EFL Writing Between Learner and Instructor Group

  • Shin, You-Sun
    • 영어어문교육
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    • 제17권1호
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    • pp.191-208
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    • 2011
  • The quantitative study investigated perceptions of evaluative criteria in L2 writing between two groups - learners (N=212) and instructors (N=52) in Korea. Specifically, the purpose of the study is (1) to examine learners' and instructors' perceptions on evaluative criteria in L2 writing and to provide empirical evidence concerning how they respond to a list of them and (2) to ultimately devise appropriate rating criteria applicable to an EFL context like Korea. Analyses of evaluative criteria were conducted using factor analysis and yielded the following results: learner and instructor groups perceived the evaluative criteria differently and weighted them in a different way. For the learner group, the combined elements of grammar and language in use were identified as Factor 1 and mechanics as Factor 2. The results may infer that learners' response patterns are primarily linked to their instructors' writing practice in class, which may largely focus on grammatical knowledge based on lexical use and mechanical accuracy. Similarly, the instructor group acknowledged grammatical knowledge as Factor 1 and lexical use as Factor 2. The first two factors found in both learner and instructor groups indicate that in an EFL context like Korea, the form-then-content way of teaching and learning is still being considered more effective in L2 writing than any other method. Taking into consideration these perceptive similarities and differences between learners and instructors, the categories of evaluative criteria in writing include content and organization, grammar, mechanics, language in use, and flow of the essay, respectively.

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텍스트의 의미 정보에 기반을 둔 음성컨트롤 태그에 관한 연구 (A Study of Speech Control Tags Based on Semantic Information of a Text)

  • 장문수;정경채;강선미
    • 음성과학
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    • 제13권4호
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    • pp.187-200
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    • 2006
  • The speech synthesis technology is widely used and its application area is also being broadened to an automatic response service, a learning system for handicapped person, etc. However, the sound quality of the speech synthesizer has not yet reached to the satisfactory level of users. To make a synthesized speech, the existing synthesizer generates rhythms only by the interval information such as space and comma or by several punctuation marks such as a question mark and an exclamation mark so that it is not easy to generate natural rhythms of people even though it is based on mass speech database. To make up for the problem, there is a way to select rhythms after processing language from a higher level information. This paper proposes a method for generating tags for controling rhythms by analyzing the meaning of sentence with speech situation information. We use the Systemic Functional Grammar (SFG) [4] which analyzes the meaning of sentence with speech situation information considering the sentence prior to the given one, the situation of a conversation, the relationship among people in the conversation, etc. In this study, we generate Semantic Speech Control Tag (SSCT) by the result of SFG's meaning analysis and the voice wave analysis.

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EPL 교육에서 연역적 및 귀납적 교수·학습방법 비교연구 (A comparative study of deductive and inductive teaching and learning methods for EPL education)

  • 박재연;마대성
    • 정보교육학회논문지
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    • 제22권5호
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    • pp.575-583
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    • 2018
  • 본 연구는 EPL학습을 문법 교수 학습방법인 연역적 교수 학습방법과 귀납적 교수 학습방법으로 접근했다. 엔트리 사이트에서 초등 5~6학년 학생을 대상으로 제공하는 강의를 연역적 학습과정으로 정했다. 이를 바탕으로 귀납적 학습 과정을 개발하고 각 학습과정을 12차시로 구성했다. 연구를 진행한 후 두 그룹 간 EPL 활용능력평가, 학습 만족도 및 몰입도 검사를 실시했다. 연구결과 두 그룹 간 통계적으로 의미 있는 결과를 얻기는 어려웠다. 하지만 세 가지 검사에서 귀납적 교수 학습방법을 적용한 그룹의 평균값이 모두 높았다. 학습과정을 장기적으로 구성하여 연구를 실행한다면 두 그룹 간 통계적으로 의미 있는 결과를 나태 낼 것으로 생각한다.

Interworking technology of neural network and data among deep learning frameworks

  • Park, Jaebok;Yoo, Seungmok;Yoon, Seokjin;Lee, Kyunghee;Cho, Changsik
    • ETRI Journal
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    • 제41권6호
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    • pp.760-770
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    • 2019
  • Based on the growing demand for neural network technologies, various neural network inference engines are being developed. However, each inference engine has its own neural network storage format. There is a growing demand for standardization to solve this problem. This study presents interworking techniques for ensuring the compatibility of neural networks and data among the various deep learning frameworks. The proposed technique standardizes the graphic expression grammar and learning data storage format using the Neural Network Exchange Format (NNEF) of Khronos. The proposed converter includes a lexical, syntax, and parser. This NNEF parser converts neural network information into a parsing tree and quantizes data. To validate the proposed system, we verified that MNIST is immediately executed by importing AlexNet's neural network and learned data. Therefore, this study contributes an efficient design technique for a converter that can execute a neural network and learned data in various frameworks regardless of the storage format of each framework.

The Effects of Corpus Use on Learning L2 Collocations of Light Verbs and Nouns

  • Yoshiho Satake
    • 아시아태평양코퍼스연구
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    • 제4권2호
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    • pp.41-55
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    • 2023
  • In data-driven learning (DDL), learners explore a corpus to understand vocabulary and grammar. Although many studies have emphasized the role of DDL in second language (L2) acquisition, L2 light verbs have been largely under-explored. To bridge this gap, this study focused on the learning outcomes of L2 light verbs among 29 intermediate-level Japanese university students. The research zeroed in on six prevalent light verbs in English: "make," "do," "take," "have," "give," and "get." Over nine weeks, the participants engaged with verb-noun collocations using worksheets that juxtaposed Japanese translations of the target collocations with their English equivalents, with the verbs omitted. With the aid of Wordbanks Online, they filled in the blanks and constructed accurate sentences. Before this activity, a 20-minute tutorial was given to the participants on how to interpret the concordance lines. The effectiveness of the DDL method was evaluated using pre-tests, immediate post-tests, and delayed post-tests. The results showed that DDL significantly improved the participants' knowledge of the target collocations of light verbs and nouns; the post-test and delayed post-test scores were significantly higher than the pre-test scores. The results showed that, overall, DDL contributed to memorizing the collocations of light verbs and nouns; however, DDL had different effects on the memorization of collocations across different light verbs. The extent of work on the worksheet is not the only factor in its retention, and observing concordance lines may promote learners' memorization of light-verb collocations.

초급 중국어 학습자를 위한 발음교육 개선방안 - 말하기 중심 발음 교수법 - (A Study of the Speaking-Centered Chinese Pronunciation Teaching Method for Basic Chinese Learners.)

  • 임승규
    • 비교문화연구
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    • 제35권
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    • pp.339-368
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    • 2014
  • In Teaching Chinese as a Foreign Language, phoneme-based pronunciation teaching such as tone, consonants, vowels is the most common teaching methods. Based on main character of Chinese grammar: 'lack of morphological change' in a narrow sense, was proposed by Lv Shuxiang and Zhu Dexi, I designed 'Communicative oriented Chinese pronunciation teaching method'. This teaching method is composed of seven elements: one kind is the 'structural elements': phoneme, word, phrase, sentence; another kind is the 'functional elements': listening, speaking and translation. This pronunciation teaching method has four kinds of practice methods: 1) phoneme learning method; 2) word based pronunciation practice; 3) phrase based pronunciation practice; 4) sentence based pronunciation practice. When the teachers use these practice methods, they can use the dialogue and Korean-Chinese translation. In particular, when the teachers use 'phoneme learning method', they must use Korean and Chinese phonetic comparison results. When the teachers try to correct learner's errors, they must first consider the speech communication.

스마트 디바이스를 활용한 플립드 러닝의 효과에 관한 연구 (The Effectiveness of the Flipped Learning using the Smart Device)

  • 피수영;도숙진
    • 디지털융복합연구
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    • 제15권4호
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    • pp.65-71
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    • 2017
  • 과학 기술의 발달과 더불어 학습자들에게 맞는 맞춘 교수 방법을 찾기 위한 연구를 부단히 노력해 오고 있다. 그러한 교수법 중의 하나로써 많은 연구자들은 플립드 러닝 방식을 제시하고 있다. 이 논문의 목적은 플립드 러닝방식이 i) 전통적 교육방식 수업에 비해 학업 성취도 면에서 유용한지 ii) 학생들의 영어성적에 상관없이 모든 영어레벨의 학생에게 적용되어 질수 있는지 iii) 학습자들의 학습에 대한 동기유발을 일으키는데 도움이 되는 교수법인지를 알아보고자 한다. 학업성취에 있어서 플립드 러닝 수업을 받은 학생 그룹 중 가장 성적이 좋은 그룹 학생들은 학업에 있어 많은 향상을 보인 반면 학업 성적이 가장 낮은 그룹 학생들은 오히려 성적이 낮아지는 결과로 나타났다. 플립드 러닝 교수법으로 수업을 진행할 시에는 학습자들의 수준에 따른 콘텐츠를 교수자가 개발해야한다고 본다. 학습자들의 수준에 맞는 맞춤형 콘테츠 개발이 학습자들의 학습 성취도를 높일 것으로 본다.