• Title/Summary/Keyword: linguistic analysis

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Quantitative Linguistic Analysis on Literary Works

  • Choi, Kyung-Ho
    • Journal of the Korean Data and Information Science Society
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    • 제18권4호
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    • pp.1057-1064
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    • 2007
  • From the view of natural language process, quantitative linguistic analysis is a linguistic study relying on statistical methods, and is a mathematical linguistics in an attempt to discover various linguistic characters by interpreting linguistic facts quantitatively through statistical methods. In this study, I would like to introduce a quantitative linguistic analysis method utilizing a computer and statistical methods on literary works. I also try to introduce a use of SynKDP, a synthesized Korean data process, and show the relations between distribution of linguistic unit elements which are used by the hero in a novel #Sassinamjunggi# and theme analysis on literary works.

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New method for dependence assessment in human reliability analysis based on linguistic hesitant fuzzy information

  • Zhang, Ling;Zhu, Yu-Jie;Hou, Lin-Xiu;Liu, Hu-Chen
    • Nuclear Engineering and Technology
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    • 제53권11호
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    • pp.3675-3684
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    • 2021
  • Human reliability analysis (HRA) is a proactive approach to model and evaluate human systematic errors, and has been extensively applied in various complicated systems. Dependence assessment among human errors plays a key role in the HRA, which relies heavily on the knowledge and experience of experts in real-world cases. Moreover, there are ofthen different types of uncertainty when experts use linguistic labels to evaluate the dependencies between human failure events. In this context, this paper aims to develop a new method based on linguistic hesitant fuzzy sets and the technique for human error rate prediction (THERP) technique to manage the dependence in HRA. This method handles the linguistic assessments given by experts according to the linguistic hesitant fuzzy sets, determines the weights of influential factors by an extended best-worst method, and confirms the degree of dependence between successive actions based on the THERP method. Finally, the effectiveness and practicality of the presented linguistic hesitant fuzzy THERP method are demonstrated through an empirical healthcare dependence analysis.

언어적 특성을 이용한 '심리학적 한국어 글분석 프로그램(KLIWC)' 개발 과정에 대한 고찰 (The Review about the Development of Korean Linguistic Inquiry and Word Count)

  • 이창환;심정미;윤애선
    • 인지과학
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    • 제16권2호
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    • pp.93-121
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    • 2005
  • 최근 심리학 연구에서 LIWC(Linguistic Inquiry and Word Count)라는 '심리학적 영어 글분석 프로그램'을 사용하여 사람들이 사용하는 언어적 양식을 종속측정치로 사용한 연구들은 괄목할 만한 성과를 거두었다. 본 연구는 이러한 영어분석 프로그램을 원형으로 한국어의 특성과 문화를 반영한 '한국어 글분석 프로그램(KLIWC)'을 개발하기 위하여 실시되었다. 형태소 태깅을 통하여 다수의 형태소가 교착된 어절을 분석하는 기능을 추가하였고 기본형 사전과 활용형 규칙을 구축하였다. 또한 체면, 한국적 정서와 관련된 단어를 분석 변인에 포함시켰다. 이러한 한국어 분석프로그램의 개발과정과 특성을 고찰하였고 프로그램의 추후 개선방향에 대하여 논의하였다. (KLIWC 제공 웹사이트: ww.k-liwc.net)

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'Because of Doing' and 'Because of Happening': A Corpus-based Analysis of Korean Causal Conjunctives, -nula(ko) and -nun palamey

  • Oh, Sang-Suk
    • 한국언어정보학회지:언어와정보
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    • 제8권2호
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    • pp.131-147
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    • 2004
  • the two Korean causal conjunctive suffixes, -nula(ko) and -nun palamey, based on corpus linguistic analysis. Many of the linguistic accounts available, both in pedagogical reference and in the literature on linguistics, provide incomplete analyses of these suffixes, based on fabricated linguistic data. Using naturally occurring, real linguistic data, this paper examines the syntactic and semantic structures of the two causal suffixes through a consideration of three areas of corpus linguistic analysis: token frequencies, collocations, and semantic prosody. An analysis based on concordance data reveals that the two causal connectives, -nula(ko) and -nun palamey, have more differences than similarities in terms of syntactic and semantic constraints. The idiosyncratic structures of the two suffixes are discussed in terms of same subject condition, verb selection, same agent condition, synchronicity condition, and negative semantic prosody.

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Sentiment Analysis of Korean Using Effective Linguistic Features and Adjustment of Word Senses

  • Jang, Ha-Yeon;Shin, Hyo-Pil
    • 한국언어정보학회지:언어와정보
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    • 제14권2호
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    • pp.33-46
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    • 2010
  • This paper introduces a new linguistic-focused approach for sentiment analysis (SA) of Korean. In order to overcome shortcomings of previous works that focused mainly on statistical methods, we made effective use of various linguistic features reflecting the nature of Korean. These features include contextual shifters, modal affixes, and the morphological dependency of chunk structures. Moreover, in order to eschew possible confusion caused by ambiguous words and to improve the results of SA, we also proposed simple adjustment methods of word senses using KOLON ontology mapping information. Through experiments we contend that effective use of linguistic features and ontological information can improve the results of sentiment analysis of Korean.

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Fuzzy Fault Tree Analysis with Natural Language

  • Onisawa, Takehisa
    • 한국지능시스템학회논문지
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    • 제7권1호
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    • pp.5-15
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    • 1997
  • This paper mentions a fault tree analysis using not probability but natural language and fuzzy theory, Reliability estimate of each basic event and dependence level estimate among subsystems are expressed by linguistic terms. Analysis results are also expressed by natural language. The meaning of linguistic terms is expressed by a fuzzy set. In the presented analysis approach parametrized operations of fuzzy sets are considered so that analyst's subjectivity can be introduced into the analysis. This paper gives the Chernobyl accident as an example of the fuzzy fault tree analysis using linguistic terms.

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Social Media Marketing Strategies for Tourism Destinations: Effects of Linguistic Features and Content Types

  • Song, Seobgyu;Park, Seunghyun Brian;Park, Kwangsoo
    • Journal of Smart Tourism
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    • 제1권3호
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    • pp.21-29
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    • 2021
  • This study explored the relationship between post types and linguistic characteristics in marketer-generated content and social media engagement to find the optimized content to enhance social media engagement level. Post data of 23,588 marketer-generated content were collected from 50 states' destination marketing organization Facebook pages in the United States. The collected data were analyzed by employing social media analytics, linguistic analysis, multivariate analysis of variance, and discriminant analysis. The results showed that there are significant differences in both engagement indicators and linguistic scores among the three post types. Based on research findings, this research not only provided researchers with theoretical implications but also suggested practitioners the most effective content designs for travel destination marketing in Facebook.

언어 상호 작용을 기반으로 한 수업 분석 도구의 구현 (Implementation of a Class Analysis Tool Based On Linguistic Interaction Analysis Method)

  • 권오성
    • 정보교육학회논문지
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    • 제16권4호
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    • pp.475-482
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    • 2012
  • 수업은 교사와 학생의 복잡한 상호 작용으로 진행된다. 본 논문은 수업의 이러한 특성을 컴퓨터를 활용하여 정량화하는 방법에 관한 것이다. 본 논문에서는 수업 분석을 위하여 일반적으로 널리 이용되고 있는 플랜더즈(Flanders) 언어 분석법을 기초로 소프트웨어를 설계하고 구현하였다. 본 논문에서 제안하는 방법은 언어 심볼 진행을 아이콘 요소로 추상화하여 사용자가 쉽게 입력과 편집이 가능하다. 현직 교사들을 대상으로 시행한 성능 평가에서도 사용의 편의성과 분석 결과의 실용성을 확인할 수 있었다.

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Detecting Fake Reviews: Exploring the Linguistic Characteristics by Computerized Text Analysis

  • Moon-Yong Kim
    • International Journal of Internet, Broadcasting and Communication
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    • 제16권3호
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    • pp.281-289
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    • 2024
  • Online consumer reviews have become the most important basis for online shopping and product sales. Fake reviews are generated to boost sales because online consumer reviews play a vital role in consumers' decision making. The prevalence of fake reviews violates the regulations of the online business environment and misleads consumers in decision making. Thus, the present research investigates the effects of reviews' linguistic characteristics (i.e., analytical thinking, authenticity) on review fakeness. Specifically, this research examines whether (1) the level of analytical thinking is lower for fake (vs. genuine) reviews (hypothesis 1) and (2) the level of authenticity is lower for fake (vs. genuine) reviews (hypothesis 2). This research analyzed user-generated hotel reviews (genuine reviews, fake reviews) collected from MTurk. Linguistic Inquiry and Word Count (LIWC) 2022 was adopted to code review contents, and the hypotheses were tested using logistic regression. Consistent with the hypotheses 1 and 2, the results indicate that (1) analyticial thinking is negatively associated with review fakeness; and (2) authenticity is negatively associated with review fakeness. The findings provide important implications to identify fake reviews based on linguistic characteristics.

What to Teach? A Critical Linguistic Perspective on News Reporting

  • Min, Su-Jung
    • 영어어문교육
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    • 제9권spc호
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    • pp.113-129
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    • 2003
  • This study aims to probe for ideological construction within the linguistic structure of newspaper reporting. The study focuses on news reports relating the issue of new IOC chairman election in English version of four mainstream newspaper published in Korea: The Donga Daily News, The Jungang Daily News, The Chosun Daily News, and The Korea Times. The analysis of these reports adheres to the analytic paradigm of critical linguistic analysis and shows how the newspaper articulate conflicting ideological positions in their reports of new IOC chairman election. The analysis demonstrates how the event of new IOC chairman election is naturalized in racist accounts. This study is important for understanding the constructive nature of language practices. The study concludes with a discussion to explain the need for critical awareness in choosing right teaching material, considering that news reports are widely accepted as an authentic material for English education.

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