• Title/Summary/Keyword: Vocabulary Analysis

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Design of Emotional Vocabulary Analysis Model for Interview Environment Enhancement Based on Mobile Web (모바일 웹 기반의 면접 환경 개선을 위한 감성어휘 분석 모형 설계)

  • Kim, Yong-Woo;Park, Seok-Cheon;Hong, Suk-Woo;Kim, Tae-Youb
    • Proceedings of the Korea Information Processing Society Conference
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    • 2013.11a
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    • pp.1038-1041
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    • 2013
  • 모바일의 발전과 확산으로 인해 모바일 웹의 필요성이 높아지고 있으며 사용성과 접근성이 용이한 웹 기반에서 인적자원 시스템이 구축되고 있는 사례가 많아지고 있다. 인적자원과 관련된 모바일 애플리케이션 개발과 활용성에 대한 연구가 여러 기업에서 진행 중이며 국내외 인적 자원 시스템을 개발하고 있는 기업들은 모바일을 활용하여 인적자원 시스템에 다양한 각도에서 접근하기 위해 노력하고 있다. 본 논문은 모바일 웹 기반의 인사 시스템에서 감성 어휘를 구축하여 면접자가 면접을 통해 받은 감성이나 인상에 대한 정보를 면접자의 모바일을 통해 설문지 형태로 모바일 웹 기반으로 한 채용 시스템에 입력하게 한다. 입력된 정보는 감성 어휘의 특정 형용사를 기준으로 구축된 감성 사전을 통해 면접 환경 개선에 필요한 정보들을 시각적으로 제공하는 모바일 웹 기반의 감성 어휘 분석 모형을 설계하여 면접 환경 개선을 할 수 있는 시각화 모델을 제안한다.

Movie Corpus Emotional Analysis Using Emotion Vocabulary Dictionary (감정 어휘 사전을 활용한 영화 리뷰 말뭉치 감정 분석)

  • Jang, Yeonji;Choi, Jiseon;Park, Seoyoon;Kang, Yejee;Kang, Hyerin;Kim, Hansaem
    • Annual Conference on Human and Language Technology
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    • 2021.10a
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    • pp.379-383
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    • 2021
  • 감정 분석은 텍스트 데이터에서 인간이 느끼는 감정을 다양한 감정 유형으로 분류하는 것이다. 그러나 많은 연구에서 감정 분석은 긍정과 부정, 또는 중립의 극성을 분류하는 감성 분석의 개념과 혼용되고 있다. 본 연구에서는 텍스트에서 느껴지는 감정들을 다양한 감정 유형으로 분류한 감정 말뭉치를 구축하였는데, 감정 말뭉치를 구축하기 위해 심리학 모델을 기반으로 분류한 감정 어휘 사전을 사용하였다. 9가지 감정 유형으로 분류된 한국어 감정 어휘 사전을 바탕으로 한국어 영화 리뷰 말뭉치에 9가지 감정 유형의 감정을 태깅하여 감정 분석 말뭉치를 구축하고, KcBert에 학습시켰다. 긍정과 부정으로 분류된 데이터로 사전 학습된 KcBert에 9개의 유형으로 분류된 데이터를 학습시켜 기존 모델과 성능 비교를 한 결과, KcBert는 다중 분류 모델에서도 우수한 성능을 보였다.

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An Attempt to Measure the Familiarity of Specialized Japanese in the Nursing Care Field

  • Haihong Huang;Hiroyuki Muto;Toshiyuki Kanamaru
    • Asia Pacific Journal of Corpus Research
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    • v.4 no.2
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    • pp.57-74
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    • 2023
  • Having a firm grasp of technical terms is essential for learners of Japanese for Specific Purposes (JSP). This research aims to analyze Japanese nursing care vocabulary based on objective corpus-based frequency and subjectively rated word familiarity. For this purpose, we constructed a text corpus centered on the National Examination for Certified Care Workers to extract nursing care keywords. The Log-Likelihood Ratio (LLR) was used as the statistical criterion for keyword identification, giving a list of 300 keywords as target words for a further word recognition survey. The survey involved 115 participants of whom 51 were certified care workers (CW group) and 64 were individuals from the general public (GP group). These participants rated the familiarity of the target keywords through crowdsourcing. Given the limited sample size, Bayesian linear mixed models were utilized to determine word familiarity rates. Our study conducted a comparative analysis of word familiarity between the CW group and the GP group, revealing key terms that are crucial for professionals but potentially unfamiliar to the general public. By focusing on these terms, instructors can bridge the knowledge gap more efficiently.

A Digital Thesaurus of the Traditional Common Culture of the Greater Mekong Subregion

  • Suwannee Hoaihongthong;Kanyarat Kwiecien
    • Journal of Information Science Theory and Practice
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    • v.12 no.3
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    • pp.63-74
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    • 2024
  • This study aimed to develop a digital thesaurus dedicated to cataloging the traditional common culture of the Greater Mekong Subregion. The process followed a meticulous seven-step methodology, including scoping, vocabulary collection, knowledge structure analysis, relationship delineation, related word adjustments, list validation, and evaluation. Leveraging principles from knowledge organization, thesaurus construction, and digital platform development, the TemaTres web application emerged as the primary tool for constructing this thesaurus. The study's results showed that 2,042 principal words related to the traditional common culture of the Greater Mekong Subregion were compiled and classified into terms for each of the seven deep levels. Each term was accompanied by essential metadata, including broader and narrower terms, related terms, cross-references, and scope notes. This rich dataset empowered semantic search capabilities across diverse applications and web services, providing access to knowledge pertaining to the traditional common culture of the Greater Mekong Subregion and contributing to a deeper understanding of this cultural domain.

A Study on the Congress Palace in new city(E42) of Rome - Focused on the Adalberto Libera's project(1937-1943) - (로마 신도시(E42) 국제회의장에 관한 연구 - 아달베르토 리베라의 당선작(1937-1943)을 중심으로-)

  • Lee, Dae-Jin
    • Journal of architectural history
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    • v.18 no.4
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    • pp.81-99
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    • 2009
  • The study is on the analysis of Adalberto Libera's works, which are those of the competition works for international congress hall in 'E42'. I exerted a conclusion from analysis and studies of congress palace as well as informed data about architect Libera and uninformed original sketch of it. 1. Through analysis of original sketch data in possession of archives of paris Centre Pompidue and relevant sketch from the works, Libera adopts the modern architecture of Italy to the formalization process of concept as one of architectural methods. 2.In contrast to the way of elucidation of historicity of classicism architect, Libera's initial sketch is one of the traits from modernist's architectural concept process. Libera completes his architectural style to have developed new architecture vocabulary from 'Floating transparent box' which was result from intuition and imagination. 3 By comparing all the first plan, the second plan and constructed project, we can infer that Libera's plan was influenced by E42's classicism urban environment and masterplanner Piacentini. In addition, through historicity explanation method of modernist, it is adjudicated that the front side of facade with classism and the back side of facade with modern are partially accepted. 4. By analysing architectural concept's formalization process from original sketch of Congress palace, outstanding architect of Italian Fascism architecture, it provided new methods of architectural programming with the concrete examples.

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A Method for User Sentiment Classification using Instagram Hashtags (인스타그램 해시태그를 이용한 사용자 감정 분류 방법)

  • Nam, Minji;Lee, EunJi;Shin, Juhyun
    • Journal of Korea Multimedia Society
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    • v.18 no.11
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    • pp.1391-1399
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    • 2015
  • In recent times, studies sentiment analysis are being actively conducted by implementing natural language processing technologies for analyzing subjective data such as opinions and attitudes of users expressed on the Web, blogs, and social networking services (SNSs). Conventionally, to classify the sentiments in texts, most studies determine positive/negative/neutral sentiments by assigning polarity values for sentiment vocabulary using sentiment lexicons. However, in this study, sentiments are classified based on Thayer's model, which is psychologically defined, unlike the polarity classification used in opinion mining. In this paper, as a method for classifying the sentiments, sentiment categories are proposed by extracting sentiment keywords for major sentiments by using hashtags, which are essential elements of Instagram. By applying sentiment categories to user posts, sentiments can be determined through the similarity measurement between the sentiment adjective candidates and the sentiment keywords. The test results of the proposed method show that the average accuracy rate for all the sentiment categories was 90.7%, which indicates good performance. If a sentiment classification system with a large capacity is prepared using the proposed method, then it is expected that sentiment analysis in various fields will be possible, such as for determining social phenomena through SNS.

The Effect of Attachment Security on Preschoolers' Perspective Taking: Executive Function as a Mediator (유아의 애착안정성이 조망수용에 미치는 영향: 실행기능의 매개효과를 중심으로)

  • Park, Ha-Yeon;Yi, Soon-Hyung
    • Korean Journal of Child Studies
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    • v.37 no.6
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    • pp.19-33
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    • 2016
  • Objective: This study aimed to examine the prospective links among perspective taking, attachment security, and executive function and the mediating role of executive function on the relationship between attachment security and perspective taking. Methods: The participants included 147 preschoolers living in Gyeonggi. The data-analysis methods included descriptive statistics, independent t-tests, one-way ANOVAs, Pearson's correlation analysis, hierarchical multiple regression analysis, and the Sobel test. Results: First, preschoolers' perspective taking was significantly related to attachment security, and executive function. Furthermore, there was a significant association between attachment security and executive function. As expected, the correlations were positive in all cases. Second, the effects of attachment security on intention and emotion perspective takings were fully mediated by executive function when holding children's age and vocabulary constant. However, executive function did not predict thought perspective taking, whereas attachment security did. Conclusion: Given that parent-child attachment security might play an important role in child cognitive and socio-cognitive development, parents' endeavors to enhance the quality of the attachment relationship could be a fruitful path for preschoolers' developing executive capacities and perspective taking.

An Experimental Study on the noise Rating of H.D. TV sets by Psycho-acoustic Experiments (청감실험을 통한 고화질 TV set 소음평가에 관한 실험적 연구)

  • Lee, Ju-Yeob;Park, Hyeon-Ku;Lee, Tai-Gang;Kim, Hye-Jin;Kim, Sun-Woo
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2006.05a
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    • pp.862-869
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    • 2006
  • The purpose of this study is to propose the proper vocabularies for evaluating H.D TV set fan noise in residential condition. To achieve this goal, psycho-acoustic experiments were carried out with TV set fan noise modulated at specific frequency band. finally, a correlation analysis between vocabularies, and a factor analysis of psycho-acoustical responses were conducted. As a result of this study, followings are suggested. Analyzing the psycho-acoustical response corresponding to the various sound level, the higher the sound levels, the higher the response values were. It is estimated that the sound level determined psycho-acoustical responses. On the degree of response to fan noise, the initial level of negative feeling is located on $35{\sim}40$ dB(A). The factor of evaluating H.D. TV set fan noise has induced three the appropriate korean adjectives; Irritate, Monotonous, stuffy and dryness. The result of this study may be used to evaluate the acoustic threshold level for indoor noise or a basis for specifying the desired acoustic environment of dwellings.

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An Experimental Study on the Noise Evaluation of H.D. TV sets by Psycho-acoustic Experiments (청감실험을 통한 고화질 TV set 소음평가에 관한 실험적 연구)

  • Lee, Ju-Yeob;Lee, Tai-Gang;Kim, Hye-Jin;Kim, Sun-Woo
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.16 no.10 s.115
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    • pp.1014-1023
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    • 2006
  • The purpose of this study is to propose the proper vocabularies for evaluating H.D TV set fan noise. To achieve this goal, psycho-acoustic experiments were carried out with TV set fan noise modulated at specific frequency band. Finally, a correlation analysis between vocabularies, and a factor analysis of psycho-acoustical responses were conducted. As a result of this study, followings are suggested. Analyzing the psycho-acoustical response corresponding to the various sound level, the higher the sound levels, the higher the response values were. It is estimated that the sound level determined psycho-acoustical responses. On the degree of response to fan noise, the initial level of negative feeling is located on $35{\sim}40$ dB(A). The factor of evaluating H.D. TV set fan noise has induced three the appropriate korean adjectives; Irritate, Monotonous, stuffy and dryness. The result of this study may be used to evaluate the acoustic threshold level for indoor noise or a basis for specifying the desired acoustic environment of dwellings.

Effects of medical communication curriculum on perceptions of Korean medical school students

  • Yoo, Hyo Hyun;Shin, Sein;Lee, Jun-Ki
    • Korean journal of medical education
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    • v.30 no.4
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    • pp.317-326
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    • 2018
  • Purpose: The study examines changes in students' self-assessment of their general communication (GC) and medical communication (MC) competencies, as well as perceptions of MC concepts. Methods: Participants included 108 second year medical students enrolled at a Korean medical school studying an MC curriculum. It was divided into three sections, and participants responded to questionnaires before and after completing each section. To assess perceived GC and MC competency, items based on a 7-point Likert scale were employed; a single open-ended item was used to examine students' perceptions of MC. Statistical analysis was conducted to gauge GC and MC competency, whereas semantic network analysis was used to investigate students' perceptions of MC. Results: Students perceived their GC competency to be higher than MC. Perceived MC competency differed significantly across the three sections, whereas no differences were found for GC. There were no statistically significant differences after completing the curriculum's second and third sections; however, the vocabulary students used to describe MC concepts became more scholarly and professional. In the semantic networks, the link structure between MC-related words decreased in linearity and looseness, becoming more complex and clustered. The words 'information' and 'transfer' proved integral to students' perceptions; likewise, 'empathy' and 'communication' became closely connected in a single community from two independent communities. Conclusion: This study differed from prior research by conducting an in-depth analysis of changes in students' perceptions of MC, and its findings can be used to guide curriculum development.