• ETRI Journal
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• 제35권5호
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• pp.838-848
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• 2013

This paper presents a novel approach to automatically generate Korean multiword sentiment expressions by using a seed sentiment lexicon and a large-scale domain-specific corpus. A multiword sentiment expression consists of a seed sentiment word and its contextual words occurring adjacent to the seed word. The multiword sentiment expressions that are the focus of our study have a different polarity from that of the seed sentiment word. The automatically extracted multiword sentiment expressions show that 1) the contextual words should be defined as a part of a multiword sentiment expression in addition to their corresponding seed sentiment word, 2) the identified multiword sentiment expressions contain various indicators for polarity shift that have rarely been recognized before, and 3) the newly recognized shifters contribute to assigning a more accurate polarity value. The empirical result shows that the proposed approach achieves improved performance of the sentiment analysis system that uses an automatically generated lexicon.

• 한국공간구조학회논문집
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• 제14권1호
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• pp.61-68
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• 2014

The design of foot-bridge is often influenced by natural frequency. Consequently, vibration frequency becomes important. The empirical expressions used to quantify this parameter at the design phase have not been developed enough to give guideline to Korean foot-bridge. This paper is concerned with the vertical natural frequency of steel foot-bridges. It describes the vibration measurement methods employed for testing structures and presents reliable methods of assessing natural frequency from jumping vibration tests. Data from measurements on 16 structures in Seoul are given. Regression formulas of natural frequency for steel-framed foot-bridges are suggested. Finally, obtained formula are compared with empirical expressions of Seoul City's guideline.

• Wind and Structures
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• 제6권3호
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• pp.221-248
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• 2003

The design of high-rise building is often influenced by wind-induced motions such as accelerations and lateral deflections. Consequently, the building's structural stiffness and dynamic (vibration periods and damping) properties become important parameters in the determination of such motions. The approximate methods and empirical expressions used to quantify these parameters at the design phase tend to yield values significantly different from each other. In view of this, there is a need to examine how actual buildings in the field respond to dynamic wind loading in order to ascertain a more realistic model for the dynamic behavior of buildings. This paper describes the findings from full-scale measurements of the wind-induced response of typical high-rise buildings in Singapore, and recommends an empirical forecast model for periods of vibration of typical buildings in Singapore, an appropriate computer model for determining the periods of vibration, and appropriate expressions which relate the wind speed to accelerations in buildings based on wind tunnel force balance model test and field results.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2003년도 하계종합학술대회 논문집 Ⅲ
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• pp.1673-1676
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• 2003

As a means of overcoming the linguistic barrier in the Internet cyberspace, recently a couple of studies on intelligent avatar communications between avatars of different languages such as Japanese-Korean have been performed. In this paper we measure the generation time of facial expressions on different avatar models in order to consider avatar models to be available in real-time system. We also provide a short overview about DTD (Document Type Definition) to deliver the facial and gesture animation parameters between avatars as an XML data.

• International Journal of Advanced Culture Technology
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• 제12권2호
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• pp.375-385
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• 2024

In the context of contemporary digital media, virtual influencers have become an increasingly important form of socialization and entertainment, in which emotional expression is a key factor in attracting viewers. In this study, we take Luo Tianyi, a Chinese virtual influencer, as an example to explore how emotions are expressed and perceived through facial expressions in different types of videos. Using Paul Ekman's Facial Action Coding System (FACS) and six basic emotion classifications, the study systematically analyzes Luo Tianyi's emotional expressions in three types of videos, namely Music show, Festivals and Brand Cooperation. During the study, Luo Tianyi's facial expressions and emotional expressions were analyzed through rigorous coding and categorization, as well as matching the context of the video content. The results show that Enjoyment is the most frequently expressed emotion by Luo Tianyi, reflecting the centrality of positive emotions in content creation. Meanwhile, the presence of other emotion types reveals the virtual influencer's efforts to create emotionally rich and authentic experiences. The frequency and variety of emotions expressed in different video genres indicate Luo Tianyi's diverse strategies for communicating and connecting with viewers in different contexts. The study provides an empirical basis for understanding and utilizing virtual influencers' emotional expressions, and offers valuable insights for digital media content creators to design emotional expression strategies. Overall, this study is valuable for understanding the complexity of virtual influencer emotional expression and its importance in digital media strategy.

• 한국강구조학회 논문집
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• 제15권2호
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• pp.117-124
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• 2003

고층건물의 사용성설계는 가속도와 같은 풍응답진동에 의하여 자주 영향을 받으므로, 이때 고유진동수의 올바른 산정은 중요하다. 설계단계에서 사용되고 있는 이러한 진동수 경험식들은 상호간에 서로 다른 결과치를 제시하는 경향이 있다. 이 논문은 철골조 건물의 진동주기에 대한 것으로서, 건물의 진동실험방법과 상시진동실험에서 얻은 고유주기를 예측하기 위한 방법을 제시하였다. 서울지역 21개동의 상시진동 계측데이터에서 고유주기를 산정하였다. 철골조 고층건물의 고유주기 근사식을 제안하였으며, 고유주기의 근사식을 국내외 기준 및 고유치해석의 결과와 비교하였다.

• 한국전산구조공학회:학술대회논문집
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• 한국전산구조공학회 1998년도 가을 학술발표회 논문집
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• pp.439-446
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• 1998

One of the most important roles in the nonlinear dynamic structural analysis is to select a proper ground excitation, which dominates the response of a structure. Because of the lack of recorded accelerograms in Korea, a stochastic model of ground excitation with various dynamic properties rather than recorded accelerograms is necessarily required. If all information is not available at site, the information from other sites with similar features can be used by the procedure of seismic hazard analysis. Eliopoulos and Wen identified the parameters of the ground motion model by the empirical relations or expressions developed by Trifunac and Lee. Because the relations used in the parameter identification are largely empirical, it is required to apply the artificial neural networks instead of the empirical model. Additionally, neural networks have the advantage of the empirical model that it can continuously re-train the new recorded data, so that it can adapt to the change of the enormous data. Based on the redefined traditional processes, three neural-networks-based models (FAS_NN, PSD_NN and INT_NN) are proposed to individually substitute the Fourier amplitude spectrum, the parameter identification of power spectral density function and intensity function. The paper describes the first half of the research for the development of Neural-Networks-based model for the generation of an Artificial earthquake and a Response Spectrum(NNARS).

• 감성과학
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• 제26권1호
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• pp.33-42
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• 2023

기존의 연령별 얼굴정서 인식 비교 연구에서는 정서별로 연령 간에 어떤 차이가 있는지 밝혔다. 이에 Kim(2021) 연구에서는 개별 정서가 아닌 정서공간에서 표상된 정서를 연령 간 비교하였다는 점에서 의의가 있으나, 기술적(descriptive) 비교만 시행하였을 뿐, 통계적 유의미 검증을 하지 않았다는 한계가 있다. 본 연구에서는 표상 유사성 분석(representational similarity analysis) 방법을 통해 연령간 실제 데이터 및 정서 모델 유사성행렬을 직접적으로 비교하였다. 또한 개인차 다차원척도법(individual differences multidimensional scaling)을 통해 연령간 정서 차원에 대한 비중을 비교하였다. 그 결과 실제 데이터 비교에서 노년 집단은 청년 및 중년 집단과 가장 유사하지 않았으며, 쾌불쾌 차원이 포함된 정서 모델과의 유사성 비교에서도 가장 유사하지 않았다. 또한 노년 집단은 각성 차원에 대한 비중이 청년 및 중년 집단과 유사하지 않음이 발견되었다. 본 연구는 실제 데이터, 정서 모델, 그리고 정서 차원 비중이라는 세 가지 측정치에 대해 노년 집단과 청년 및 중년 집단과의 차이를 통계적으로 검증하였다는 점에서 의의가 있다.

• 한국의상디자인학회지
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• 제17권2호
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• pp.93-109
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• 2015

Advent of diverse media and advancement in digital technology significantly affected our perception of time and space. By utilizing digital media actively, fashion illustration has come to go beyond the limitation on conventional perspective expression. This study aims to examine the phenomenon of deconstruction of perspective in fashion illustration, and to analyze a variety of space expressions and effects of visual expression in fashion illustration. By way of literature research for the study, theoretical data are reviewed about basic concepts of conventional perspective and the characteristics and aesthetic concept of perspective deconstruction expression in visual art. By way of an empirical study, fashion illustrations that represent the deconstruction of perspective are classified and analyzed characteristics and image effects of such expressions. Deconstruction of perspective in fashion illustration find in expression of spaces by means of multi-space, multi-layer space, reverse perspective, perspective through the exaggeration, multi-perspective space, and panoramic visual condition. Fashion illustration expresses visual confusion or fantasy rather than creating realistic spaces that have utilized reasonable perspective. Fashion illustration is moving toward a trait with disharmony and an in-depth visionary space by overlapping or mixing spaces differing from each other, and by means of such peculiar and unrealistic expressions, unfamiliar images are created.

• Asian Journal for Public Opinion Research
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• 제1권4호
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• pp.292-306
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• 2014

China's "two sessions," namely, the National People's Congress (NPC) and the Chinese People's Political Consultative Conference (CPPCC), has significant meaning to the political life of the nation. It collects opinions and advice from different groups of people annually. "Two sessions" 2013 was especially eye-catching, because new state leaders were elected at the meetings. Using CATI (Computer Assisted Telephone Interviewing) system, the Media and Public Opinion Center of Fudan University (FMORC) conducted surveys of China's "two sessions" every year from 2007 to 2013. In 2013, the influence of new media on public opinion has become increasingly significant. Microblog and WeChat have become two types of important media for Shanghai residents to express their opinions and take part in China's "two sessions." Based on the empirical findings, this paper examines Shanghai Residents' cognition, attitudes and expressions towards "two sessions" 2013 and analyzes how new media affect the public opinions on significant political events.