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A Comparative Study on Building Korean & Chinese Music Request Sentence Patterns for AI Assistant Platforms (AI 어시스턴트 플랫폼의 한국어와 중국어 음악청취 요청문 패턴구축 비교 연구)

  • Yun, Soeun;Li, Jiabin;Nam, Jeesun
    • Annual Conference on Human and Language Technology
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    • 2020.10a
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    • pp.383-388
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    • 2020
  • 본 연구에서는 AI 어시스턴트의 음악청취 도메인 내 요청문을 인식 및 처리하기 위해 한국어와 중국어를 중심으로 도메인 사전 및 패턴문법 언어자원을 구축하고 그 결과를 비교분석 하였다. 이를 통해 향후 다국어 언어자원 구축의 접근 방법을 모색할 수 있으며, 궁극적으로 패턴 기반 문법으로 기술한 언어자원을 요청문 인식에 직접 활용하고 또한 주석코퍼스 생성을 통해 기계학습 성능 향상에 도움을 줄 수 있을 것으로 기대된다. 본 연구에서는 우선 패턴문법의 구체적인 양상을 살펴보기에 앞서, 해당 도메인의 요청문 유형의 카테고리를 결정하는 과정을 거쳤다. 이를 기반으로 한국어와 중국어 요청문의 실현 양상과 패턴유형을 LGG 프레임으로 구조화한 후, 한국어와 중국어 패턴문법 간의 통사적, 형태적, 어휘적 차이점을 비교분석 하여 음악청취 도메인 요청문의 언어별 생성 구조 차이점을 관찰할 수 있었다. 구축한 패턴문법은 개체명을 변수(X)로 설정하는 경우, 한국어에서는 약 2,600,600개, 중국어에서는 약 11,195,600개의 표현을 인식할 수 있었다. 결과적으로 본 연구에서 제안한 언어자원의 언어별 차이에 대한 통찰을 통해 다국어 차원의 요청문 인식 자원과 기계학습 데이터로서의 효용을 확인하였다.

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Presidential Candidate's Speech based on Network Analysis : Mainly on the Visibility of the Words and the Connectivity between the Words (18대 대통령 선거 후보자의 연설문 네트워크 분석: 단어의 가시성(visibility)과 단어 간 연결성(connectivity)을 중심으로)

  • Hong, Ju-Hyun;Yun, Hae-Jin
    • The Journal of the Korea Contents Association
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    • v.14 no.9
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    • pp.24-44
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    • 2014
  • This study explores the political meaning of candidate's speech and statement who run for the 18th presidential election in the viewpoint of communication. The visibility of the words and the connectivity between the words are analyzed in the viewpoint of structural aspect and the vision, policy. The visibility of the words is analyzed based on the frequency of the words mentioned in the speech or the statement. The connectivity between the words are analyzed based on the network analysis and expressed by graph. In the case of candidate Park, the key word is the happiness of the people and appointment. The key word for candidate Moon is regime change and the Korean Peninsula and the key word for candidate Ahn is the people and change. This study contributes positively to the study of candidate's discourse in the viewpoint of methodology by using network analysis and exploring scientifically the connectivity of the words. In the theoretical aspect this study uses the results of network analysis for revealing what is the leadership components in the speech and the statement. In conclusion, this study highlights the extension of the communication studies.

Learning from Instruction: A Comprehension-Based Approach (지시문을 통한 학습: 이해-기반 접근)

  • Kim, Shin-Woo;Kim, Min-Young;Lee, Jisun;Sohn, Young-Woo
    • Korean Journal of Cognitive Science
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    • v.14 no.3
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    • pp.23-36
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    • 2003
  • A comprehension-based approach to learning assumes that incoming information and background knowledge are integrated to form a mental representation which is subsequently used to incorporate new knowledge. It is demonstrated that this approach can be validated by comparing human and computational model performance in the prompt learning context. A computational model (ADAPT-UNIX) based on the construction-integration theory of comprehension (Kintsch, 1988; 1998) predicted how users learn from help prompts which are designed to assist UNIX composite command production. In addition, the comparison also revealed high similarity in composite production task performance between model and human. Educational implications of present research are discussed on the basis of the fact that prompt instructions have differential effect on learning and application as background knowledge varies.

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A Study on Curriculum Design for the Information Literacy in Higher Education (대학생을 위한 정보문해 교수-학습 모형 개발 연구)

  • Ko, Young-Man
    • Journal of the Korean Society for information Management
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    • v.21 no.4 s.54
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    • pp.67-88
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    • 2004
  • Information skill, which means information technology skill and information handling skill, is related to the aims and processes of higher education as a knowledge creation activity. In this study, a curriculum design is proposed for the development of the information literate student. The framework of this curriculum derives form the US Information literacy standards for higher education 2000, the UK Information skills in higher education 2004, and Australian and New Zealand Information literacy framework 2004. The teaching plan and content is based on the information literacy programs of NMSU, CSU Hayward, and IUE. It is proposed that the development of the idea of information literacy requires a collaborative and integrated approach to curriculum design and delivery based on investigation of user's satisfaction with the curriculum.

TTL : An automatic door lock system utilizing time and applications (TTL : 시간과 어플리케이션을 활용한 자동 도어락 시스템)

  • Jung, Jin-young;Moon, Sangook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.05a
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    • pp.900-902
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    • 2015
  • Doors are to be the most basics of our lives from opening, closing and even keeping our property. Hence, doors have been innovated to blend in and make our daily lives more convenient. However, we find it difficult to open and close the doors manually of offices or tour zones, where they open and close at a precise time everyday. To solve this, we added a dimension of time to previous Door Locks. By this, every door with this specific door lock will open and close at a certain time we want them to open or close. Also, through the application you can control the time or use it to open and close the doors remotely. In order to do this, we systemed the door lock time system based on Java Programing language to make it easy to communicate and open or close the doors through smart phone applications, with the C programming language for the ATmega128 which will open and close the doors.

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Recognition of Korean Implicit Citation Sentences Using Machine Learning with Lexical Features (어휘 자질 기반 기계 학습을 사용한 한국어 암묵 인용문 인식)

  • Kang, In-Su
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.8
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    • pp.5565-5570
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    • 2015
  • Implicit citation sentence recognition is to locate citation sentences which lacks explicit citation markers, from articles' full-text. State-of-the-art approaches exploit word ngrams, clue words, researcher's surnames, mentions of previous methods, and distance relative to nearest explicit citation sentences, etc., reaching over 50% performance. However, most previous works have been conducted on English. As for Korean, a rule-based method using positive/negative clue patterns was reported to attain the performance of 42%, requiring further improvement. This study attempted to learn to recognize implicit citation sentences from Korean literatures' full-text using Korean lexical features. Different lexical feature units such as Eojeol, morpheme, and Eumjeol were evaluated to determine proper lexical features for Korean implicit citation sentence recognition. In addition, lexical features were combined with the position features representing backward/forward proximities to explicit citation sentences, improving the performance up to over 50%.

Statistical Analysis on the Structure and Performance of the Front Door in Apartment Housing (공동주택 세대 현관 방화문 구조 및 성능에 관한 통계적 분석)

  • Shim, Han-Young;Park, Won-Jun
    • Journal of the Korea Institute of Building Construction
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    • v.22 no.1
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    • pp.115-123
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    • 2022
  • Statistics on the occurrence of fires in residential facilities over the past 10 years, show that approximately 40% are fires in apartment buildings. To prevent the spread of fire and support evacuation in apartment housing, the fire resistance performance and performance design of fire doors are becoming more important. This study established a database using 395 quality inspection reports from 2016 to 2020, which passed the fire performance test, and derived the fire door performance-influencing factors through an analysis of the structure (12 elements) of the fire door. As a result, the effect of core material, adhesive, hinge type, blowing agent, etc. was confirmed in 287 pass cases. On the other hand, it was confirmed that the occurrence of flames and crevices in the 108 cases of failure were the major failure factors in the fire door fire resistance test. Fire doors are composed of composite materials to prevent failure of fire resistance performance, and efficient design and quality control are required through standardization of components.

Summarization of Korean Dialogues through Dialogue Restructuring (대화문 재구조화를 통한 한국어 대화문 요약)

  • Eun Hee Kim;Myung Jin Lim;Ju Hyun Shin
    • Smart Media Journal
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    • v.12 no.11
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    • pp.77-85
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    • 2023
  • After COVID-19, communication through online platforms has increased, leading to an accumulation of massive amounts of conversational text data. With the growing importance of summarizing this text data to extract meaningful information, there has been active research on deep learning-based abstractive summarization. However, conversational data, compared to structured texts like news articles, often contains missing or transformed information, necessitating consideration from multiple perspectives due to its unique characteristics. In particular, vocabulary omissions and unrelated expressions in the conversation can hinder effective summarization. Therefore, in this study, we restructured by considering the characteristics of Korean conversational data, fine-tuning a pre-trained text summarization model based on KoBART, and improved conversation data summary perfomance through a refining operation to remove redundant elements from the summary. By restructuring the sentences based on the order of utterances and extracting a central speaker, we combined methods to restructure the conversation around them. As a result, there was about a 4 point improvement in the Rouge-1 score. This study has demonstrated the significance of our conversation restructuring approach, which considers the characteristics of dialogue, in enhancing Korean conversation summarization performance.

A Study on Anastomotic Complications after Esophagectomy for Cancer of the Esophagus : A Comparison of Neck and Chest Anastomosis (식도암 수술후 문합부 합병증에 관한 연구 - 경부문합과 흉부문합 간의 비교-)

  • 이형렬;김진희
    • Journal of Chest Surgery
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    • v.32 no.9
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    • pp.799-805
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    • 1999
  • Background: Leakage, stricture formation, and tumor recurrence at the anastomotic site are serious problems after esophagectomy for cancer of the esophagus or cardia. The prevalence of these postoperative complications may be affected by whether an anastomosis is made in the neck or in the chest, therefore a comparison was made between anastomoses made at these two sites. Material and Method: Between 1987 and 1998, 36 patients with cancer of the esophagus underwent transthoracic esophagectomy with cervical(NA, n=20) or thoracic anastomosis(CA, n=16). The tumors were staged postoperatively(stage IIA, n=13; s tage IIB, n=7; stage III, n=16) and were located in the middle thoracic(n=22) or lower thoracic esophagus and cardia(n=14). Result: The overall operative mortality was 8.3%(5% for NA group, 12.5% for CA group). The anastomotic leak rate for the NA group was 15.0% and 12.5% for the CA group. The anastomotic leak rate differed according to the manual(27.3%) or stapled(8.0%) techniques(p < 0.05). The median proximal resection margins in the NA and CA groups were 9.6 cm and 5.8 cm, and the corresponding rates of anastomotic tumor recurrence were 5.3% and 28.6%(p < 0.05). The prevalence of benign stricture formation (defined as moderate/severe dysphagia) was higher in the NA group(36.8%) than in the CA group(21.4%). When an anastomosis was made by the stapled technique, smaller size of the staple increased the prevalence of stricture formation - 41.7% with 25-mm staple and 9.1% with 28-mm staple(p < 0.05). Conclusion: Wider resection margin could decrease the anastomotic tumor recurrence, and the stapled technique could decrease the anastomotic leak. The prevalence of benign stricture was higher in the cervical anastomosis but the anastomotic leak and smaller size(25-mm) of the staple should be considered as risk factors.

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