• 제목/요약/키워드: Reading comprehension

검색결과 208건 처리시간 0.035초

읽기장애 유형에 따른 인지능력 특성 연구 (The Characteristics of Reading-related Skills in Poor Comprehenders, Poor Readers and Normal Readers in Hangul)

  • 박현린
    • 디지털융복합연구
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    • 제13권3호
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    • pp.295-304
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    • 2015
  • 지금까지의 읽기장애 연구에서는 문자언어 음독의 정확성과 속도 즉 해독(음독)능력에 어려움을 가진 난독증(dyslexia)을 대상으로 한 연구에 초점이 맞추어져 있었으나 최근의 보고에 따르면 음독능력에는 어려움을 가지지 않음에도 불구하고 특수하게 읽기 이해력만이 저하되는 특정 읽기이해부진아동의 사례가 보고되고 있다. 이에 본 연구에서는 음독능력은 저하되지 않으나 읽기 이해력만이 특수하게 저하되는 읽기이해부진 아동과, 음독능력과 읽기 이해력 모두 저하되는 읽기부진 아동의 특징을 비교검토 하였다. 그 결과 읽기부진아동이 음운인식 과제와 음운 작업기억 과제 모두에서 유의하게 낮은 수행을 보인 반면 특정 읽기이해부진아동 집단의 경우 음운 작업기억의 유의한 저하만이 나타나는 것을 확인할 수 있었다. 본 연구결과를 토대로 읽기 이해력 장애아동의 특성에 대한 시사점을 논하였다.

TWA가 베르니케실어증 환자의 재청각화에 미치는 효과

  • 서인효;정필상;이상준
    • 대한음성언어의학회:학술대회논문집
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    • 대한음성언어의학회 2003년도 제19회 학술대회
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    • pp.148-148
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    • 2003
  • 목적 : 베르니케실어증환자의 치료에 있어서 전통적 기법은 청각적 이해력을 높이기 위해 청각변별력을 직접적으로 치료한다. 그에 반해 Helm-estabrooks 등(1991)에 의해 개발된 TWA(Treatment for Wernicke's Aphasia)는 읽고 이해하기(reading comprehension), 구두읽기(oral reading), 따라 말하기(repetition)등의 과정을 통해 재청각화(reauditorization)를 유발하여 청각이해력(auditory comprehension)을 향상시키는 언어치료 프로그램이다. 본 연구자들은 TWA가 베르니케실어증을 가진 한국인의 재청각화에도 효과적인지를 알아보고자 하였다. (중략)

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한국 대학생의 영어독해 전략이 독해에 미치는 영향 (Effects of Korean College Students' Use of English Reading Learning Strategies on Reading Comprehension)

  • 김경훈
    • 한국콘텐츠학회논문지
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    • 제9권7호
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    • pp.411-418
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    • 2009
  • 이 연구의 목적은 영어 독해 전략이 영어 독해에 미치는 영향에 대해서 연구하였다. 이 연구를 위해 다음과 같이 3개의 연구문제를 제시하였다 첫째, 한국대학생이 사용하는 독해 전략을 연구하였고, 둘째, 성별에 따른 영어 독해전략 사용에 대해 연구하였다. 셋째, 영어 숙달도에 따른 영어 독해전략 사용의 차이점을 연구 하였다. 이 연구를 통해 다음과 같은 사실을 발견하였다. 첫째, 한국대학생들은 6가지의 범주중 에서 기억전략을 가장 많이 사용한 반면 초인지전략을 가장 적게 사용하였다. 둘째, 성별에 따라 독해 전략 사용의 차이가 있음을 알 수 있었으며 셋째, 영어 숙달도에 따른 독해 전략 사용의 차이가 있음을 알 수 있었다. 이 연구는 독해전략 사용이 영어 독해 능력을 강화 시킬 수 있음을 보여주고 있으며, 영어 선생님들은 영어 독해 수업시간에 학습자들에게 맞는 적절한 독해 전략 사용을 고려하여 수업을 진행 하여야 할 것이다.

InferSent를 활용한 오픈 도메인 기계독해 (Open Domain Machine Reading Comprehension using InferSent)

  • 김정훈;김준영;박준;박성욱;정세훈;심춘보
    • 스마트미디어저널
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    • 제11권10호
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    • pp.89-96
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    • 2022
  • 오픈 도메인 기계독해는 질문과 연관된 단락이 존재하지 않아 단락을 검색하는 검색 기능을 추가한 모델이다. 문서 검색은 단어 빈도 기반인 TF-IDF로 많은 연구가 진행됐으나 문서의 양이 많아지면 낮은 성능을 보이는 문제가 있다. 아울러 단락 선별은 단어 기반 임베딩으로 많은 연구가 진행됐으나 문장의 특징을 가지는 단락의 문맥을 정확히 추출하지 못하는 문제가 있다. 그리고 문서 독해는 BERT로 많은 연구가 진행됐으나 방대한 파라미터로 느린 학습 문제를 보였다. 본 논문에서는 언급한 3가지 문제를 해결하기 위해 문서의 길이까지 고려한 BM25를 이용하며 문장 문맥을 얻기 위해 InferSent를 사용하고, 파라미터 수를 줄이기 위해 ALBERT를 이용한 오픈 도메인 기계독해를 제안한다. SQuAD1.1 데이터셋으로 실험을 진행했다. 문서 검색은 BM25의 성능이 TF-IDF보다 3.2% 높았다. 단락 선별은 InferSent가 Transformer보다 0.9% 높았다. 마지막으로 문서 독해에서 단락의 수가 증가하면 ALBERT가 EM에서 0.4%, F1에서 0.2% 더 높았다.

BERT를 이용한 한국어 특허상담 기계독해 (Korean Machine Reading Comprehension for Patent Consultation Using BERT)

  • 민재옥;박진우;조유정;이봉건
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제9권4호
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    • pp.145-152
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    • 2020
  • 기계독해는(Machine reading comprehension) 사용자 질의와 관련된 문서를 기계가 이해한 후 정답을 추론하는 인공지능 자연어처리 태스크를 말하며, 이러한 기계독해는 챗봇과 같은 자동상담 서비스에 활용될 수 있다. 최근 자연어처리 분야에서 가장 높은 성능을 보이고 있는 BERT 언어모델은 대용량의 데이터를 pre-training 한 후에 각 자연어처리 태스크에 대해 fine-tuning하여 학습된 모델로 추론함으로써 문제를 해결하는 방식이다. 본 논문에서는 BERT기반 특허상담 기계독해 태스크를 위해 특허상담 데이터 셋을 구축하고 그 구축 방법을 소개하며, patent 코퍼스를 pre-training한 Patent-BERT 모델과 특허상담 모델학습에 적합한 언어처리 알고리즘을 추가함으로써 특허상담 기계독해 태스크의 성능을 향상시킬 수 있는 방안을 제안한다. 본 논문에서 제안한 방법을 사용하여 특허상담 질의에 대한 정답 결정에서 성능이 향상됨을 보였다.

HTML 태그 깊이 임베딩: 웹 문서 기계 독해 성능 개선을 위한 BERT 모델의 입력 임베딩 기법 (HTML Tag Depth Embedding: An Input Embedding Method of the BERT Model for Improving Web Document Reading Comprehension Performance)

  • 목진왕;장현재;이현섭
    • 사물인터넷융복합논문지
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    • 제8권5호
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    • pp.17-25
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    • 2022
  • 최근 종단 장치(Edge Device)의 수가 증가함에 따라 빅데이터가 생성되었고 특히 정제되지 않은 HTML 문서가 증가하고 있다. 따라서 자연어 처리 모델을 이용해 HTML 문서 내에서 중요한 정보를 찾아내는 기계 독해(Machine Reading Comprehension) 기술이 중요해지고 있다. 본 논문에서는 기계 독해의 여러 연구에서 준수한 성능을 보이는 BERT(Bidirectional Encoder Representations from Transformers) 모델이 HTML 문서 구조의 깊이를 효과적으 로 학습할 수 있는 HTDE(HTML Tag Depth Embedding Method)를 제안하였다. HTDE는 BERT의 각 입력 토큰에 대하여 HTML 문서로부터 태그 스택을 생성하고 깊이 정보를 추출한다. 그리고 BERT의 입력 임베딩에 토큰의 깊이를 입력으로하는 HTML 임베딩을 더한다. 이 방법은 문서 구조를 토큰 단위로 표현하여 주변 토큰과의 관계를 식별할 수 있기 때문에 HTML 문서에 대한 BERT의 정확도를 향상시키는 효과가 있다. 마지막으로 실험을 통해 BERT의 기존 임베딩 기법에 비해 HTML 구조에 대한 모델 예측 정확도가 향상됨을 증명하였다.

의미망 활동과 수준별 학습을 통한 영어 독해력 향상 방안 (The way to improve EFL reading skill: Focusing on semantic mapping and leveled group activities)

  • 임병빈;장세숙
    • 영어어문교육
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    • 제7권1호
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    • pp.137-160
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    • 2001
  • This paper is to suggest the way to improve EFL reading skill through semantic mapping by leveled group activities. Semantic mapping is a categorical structuring of information in graphic forms or diagrams. It can be used to activate and organize background knowledge on topics in classrooms. For small group activities, the class is divided into higher leveled groups and lower leveled groups of four members based on their grades. The teaching process has three stages: Pre-reading, while-reading, and post-reading. In the pre-reading stage, students discuss what they know about the topic. They map ideas with a brainstorming technique. In the while-reading stage, they read the text about the topic. While they are reading, they could ask some questions they might have and discuss the information in the text and categorize them with semantic mapping. In the post-reading stage, they discuss what they thought of the topic and add some information about the topic with semantic mapping. For the subjects of this study, third grade, middle school students were selected: 41 students for the experimental group and 35 students for the control group. The experimental period covered almost one semester from March to August, 2000. The results were as follows: 1) The students in the experimental group had higher scores in reading comprehension than those in the control group when semantic mapping was used; 2) The use of semantic mapping in reading comprehension was found to be much more effective in the higher leveled group than in the lower leveled group; 3) The results of questionnaires showed that many students became more interested and motivated in English, and semantic mapping helped them to participate positively in reading the English text. Thus, using semantic mapping by leveled group activities can be an effective alternative to traditional teaching methods for teachers who desire to improve reading skill in middle school students' English classes.

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Conceptual Graph Matching Method for Reading Comprehension Tests

  • Zhang, Zhi-Chang;Zhang, Yu;Liu, Ting;Li, Sheng
    • Journal of information and communication convergence engineering
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    • 제7권4호
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    • pp.419-430
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    • 2009
  • Reading comprehension (RC) systems are to understand a given text and return answers in response to questions about the text. Many previous studies extract sentences that are the most similar to questions as answers. However, texts for RC tests are generally short and facts about an event or entity are often expressed in multiple sentences. The answers for some questions might be indirectly presented in the sentences having few overlapping words with the questions. This paper proposes a conceptual graph matching method towards RC tests to extract answer strings. The method first represents the text and questions as conceptual graphs, and then extracts subgraphs for every candidate answer concept from the text graph. All candidate answer concepts will be scored and ranked according to the matching similarity between their sub-graphs and question graph. The top one will be returned as answer seed to form a concise answer string. Since the sub-graphs for candidate answer concepts are not restricted to only covering a single sentence, our approach improved the performance of answer extraction on the Remedia test data.

다문화가정 어머니의 한국어능력과 유아기 자녀의 언어발달 (Mothers' Korean Language Ability and Preschoolers' Language Development in Multi-cultural Families)

  • 우현경;정현심;최나야;이순형;이강이
    • 아동학회지
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    • 제30권3호
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    • pp.23-36
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    • 2009
  • Relationships between immigrant mothers' Korean language ability and preschoolers' language development in multi-cultural families were studied with 91 mothers and their children. Language capacity of mothers and children was measured by receptive and expressive vocabulary test, sentence comprehension test and two kinds of reading tests. Results showed that mothers' level of comprehension was relatively low but their reading ability was higher than that of elementary school first-grade Korean students. Comprehension of children in multi-cultural families with non-immigrant counterparts showed a lower level of language ability. Mother's level of expressive vocabulary, receptive vocabulary and reading ability correlated with children's language development. These results indicate a relationship between children's delayed language development in multi-cultural families and mother's low proficiency in Korean language.

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Comparison of Cognitive Loads between Koreans and Foreigners in the Reading Process

  • Im, Jung Nam;Min, Seung Nam;Cho, Sung Moon
    • 대한인간공학회지
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    • 제35권4호
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    • pp.293-305
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    • 2016
  • Objective: This study aims to measure cognitive load levels by analyzing the EEG of Koreans and foreigners, when they read a Korean text with care selected by level from the grammar and vocabulary aspects, and compare the cognitive load levels through quantitative values. The study results can be utilized as basic data for more scientific approach, when Korean texts or books are developed, and an evaluation method is built, when the foreigners encounter them for learning or an assignment. Background: Based on 2014, the number of the foreign students studying in Korea was 84,801, and they increase annually. Most of them are from Asian region, and they come to Korea to enter a university or a graduate school in Korea. Because those foreign students aim to learn within Universities in Korea, they receive Korean education from their preparation for study in Korea. To enter a university in Korea, they must acquire grade 4 or higher level in the Test of Proficiency in Korean (TOPIK), or they need to complete a certain educational program at each university's affiliated language institution. In such a program, the learners of the Korean language receive Korean education based on texts, except speaking domain, and the comprehension of texts can determine their academic achievements in studying after they enter their desired schools (Jeon, 2004). However, many foreigners, who finish a language course for the short-term, and need to start university study, cannot properly catch up with university classes requiring expertise with the vocabulary and grammar levels learned during the language course. Therefore, reading education, centered on a strategy to understand university textbooks regarded as top level reading texts to the foreigners, is necessary (Kim and Shin, 2015). This study carried out an experiment from a perspective that quantitative data on the readers of the main player of reading education and teaching materials need to be secured to back up the need for reading education for university study learners, and scientifically approach educational design. Namely, this study grasped the difficulty level of reading through the measurement of cognitive loads indicated in the reading activity of each text by dividing the difficulty of a teaching material (book) into eight levels, and the main player of reading into Koreans and foreigners. Method: To identify cognitive loads indicated upon reading Korean texts with care by Koreans and foreigners, this study recruited 16 participants (eight Koreans and eight foreigners). The foreigners were limited to the language course students studying the intermediate level Korean course at university-affiliated language institutions within Seoul Metropolitan Area. To identify cognitive load, as they read a text by level selected from the Korean books (difficulty: eight levels) published by King Sejong Institute (Sejonghakdang.org), the EEG sensor was attached to the frontal love (Fz) and occipital lobe (Oz). After the experiment, this study carried out a questionnaire survey to measure subjective evaluation, and identified the comprehension and difficulty on grammar and words. To find out the effects on schema that may affect text comprehension, this study controlled the Korean texts, and measured EEG and subjective satisfaction. Results: To identify brain's cognitive load, beta band was extracted. As a result, interactions (Fz: p =0.48; Oz: p =0.00) were revealed according to Koreans and foreigners, and difficulty of the text. The cognitive loads of Koreans, the readers whose mother tongue is Korean, were lower in reading Korean texts than those of the foreigners, and the foreigners' cognitive loads became higher gradually according to the difficulty of the texts. From the text four, which is intermediate level in difficulty, remarkable differences started to appear in comparison of the Koreans and foreigners in the beginner's level text. In the subjective evaluation, interactions were revealed according to the Koreans and foreigners and text difficulty (p =0.00), and satisfaction was lower, as the difficulty of the text became higher. Conclusion: When there was background knowledge in reading, namely schema was formed, the comprehension and satisfaction of the texts were higher, although higher levels of vocabulary and grammar were included in the texts than those of the readers. In the case of a text in which the difficulty of grammar was felt high in the subjective evaluation, foreigners' cognitive loads were also high, which shows the result of the loads' going up higher in proportion to the increase of difficulty. This means that the grammar factor functions as a stress factor to the foreigners' reading comprehension. Application: This study quantitatively evaluated the cognitive loads of Koreans and foreigners through EEG, based on readers and the text difficulty, when they read Korean texts. The results of this study can be used for making Korean teaching materials or Korean education content and topic selection for foreigners. If research scope is expanded to reading process using an eye-tracker, the reading education program and evaluation method for foreigners can be developed on the basis of quantitative values.