• Title/Summary/Keyword: 이모지

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DCGAN-based Emoji Generation exploiting Adjustment of Latent vector Representation (Latent vector 분포 조정을 활용한 DCGAN 기반 이모지 생성 기법)

  • Yun-Gyeong Song;Yu-Jin Ha;A-Yeong Seong;Gun-Woo Kim
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.05a
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    • pp.603-605
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    • 2023
  • 최근 SNS 의 발달로 인해 자신의 감정을 빠르고 효과적으로 전달할 수 있는 이모지의 중요성이 커지고 있다. 하지만 이모지를 수동으로 생성하기 위해서 시간과 비용이 많이 들고 자신의 감정에 맞는 이모지를 찾아야 하며 해당 이모지가 없을 수 있다. 기존 DCGAN 을 활용한 이모지 자동 생성연구에서는 부족한 데이터셋으로 인해 G(Generator)와 D(Discriminator)가 동등하게 학습하지 못해서 두 모델 간 성능 차이가 발생한다. D 가 G 보다 최적해에 빠르게 수렴하여 G 가 학습이 되지 않아 낮은 품질의 이모지를 생성하는 불안정 문제가 발생한다. 이 문제를 해결하기 위해 본 논문에서는 Latent vector 분포를 데이터셋에 맞게 조정하여 적은 데이터로 G 에서 안정적으로 학습할 수 있게 하는 G 구조와 다양한 이모지 생성을 위한 Latent vector 평균 조정 기법을 제안한다. 비교 실험 결과 불안정 문제를 개선하였고 FID 와 IS 수치를 통해 성능 개선 효과를 검증했다.

Examining the Role of Emoji and Gender during Job Interview Training within Metaverse (메타버스 취업 면접 훈련의 효과성에 있어 성별에 따른 이모지 역할 연구)

  • Song, Stephen W.;Chung, Donghun
    • Journal of Korea Game Society
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    • v.21 no.6
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    • pp.51-62
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    • 2021
  • The current study investigated the effect of emoji use and gender on job interview training within virtual environment (VE). A 2 (emoji use: use vs. no use) × 2 (interviewee gender) × 2 (interviewer gender) mixed design experiment (N = 80) was conducted. The result shows that emoji may be implemented within VE to promote positive affect. Intimacy predicted better mutual understanding and higher attention. Practical implication is provided as using emoji in virtual environment can be utilized as a practice tool for job interviews, or for other potentially stressful social contexts.

Design of Character Emoticon based on Sex for Efficient Emotion Communication (효율적인 감정 전달을 위한 성별 기반 캐릭터형 이모티콘 디자인)

  • Lee, Hyun-Ki;Yang, Janghoon
    • Journal of Digital Contents Society
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    • v.19 no.9
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    • pp.1641-1652
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    • 2018
  • In this study, a design of emoticons based on sex was studied through Kansai engineering method. First, we developed emoticon prototypes according to a design guideline derived from existing related literatures. Then, the design guidelines was updated from the survey results on the properties of emoticon, and the two sets of modified emoticons were developed from them. Another survey was executed to evaluate the degree of emotional expressions on the three types of emoticons developed in this way. A small number of emoticons were found to be designed fulling the researcher's intention. However, in many other emoticons, it was difficult to find a consistent characteristics. Even though it was observed through detailed analysis that one of the main causes of this result was lack of detail in the design guidelines, the results of this study are expected to be used as basic data for the development and application of character - type emoticons suitable for male and female users' emotional expressions in future researches.

The Emotional Effect of Emoticon on Interpreting Text Message (메시지 해석에 이모티콘이 미치는 정서적 효과 - 휴대전화 문자 메시지 상황을 중심으로)

  • Ahn, Won-Mi;Kim, Jong-Wan;Han, Kwang-Hee
    • Journal of the HCI Society of Korea
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    • v.5 no.1
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    • pp.11-18
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    • 2010
  • Cell phone users frequently send and receive text messages with emoticons in their everyday lives, but emoticon and its emotional effect on message in mobile context has not been focused on. The purpose of this study is to investigate the emotional effect of emoticons on interpretation of text message considering valent texts and emoticons. Study 1 showed the effect of valent emoticons on neutral message, and also revealed that existence of emoticon, regardless of its valence, decreases rigidness and increases familiarity of message. In Study 2 that used positive and negative text messages, we found that emoticon still affects assessing sender's mood state and emotion. Result of interaction between valences of text and emoticon showed that participants in condition of incongruent pairs felt more sarcasm.

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Analysis of Emoticon-based Character Contents Utilization in Social Network Service Environment (사회 관계망 서비스 환경에서 이모티콘 기반 문자 콘텐츠 활용 분석)

  • Ko, Kwang-Man
    • Journal of Digital Contents Society
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    • v.18 no.1
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    • pp.231-238
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    • 2017
  • Today, as a means of online communication, the use of emoticons is activated in SNS. Emoticon is an important element to share impact effects and fun together with various content design attempts. In this paper, we analyze the expression patterns changed through development process of emoticons, and analyze characteristics and effects of emoticons which are combined with traditional culture among the types of emoticons currently used.

A Study on the Use of Communication Functions in Mobile Messenger Emoticons -Focus on Line Messenger- (모바일 메신저 이모티콘을 통한 커뮤니케이션에 관한 연구 -라인을 중심으로-)

  • Kim, Ho
    • The Journal of the Korea Contents Association
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    • v.17 no.9
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    • pp.184-191
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    • 2017
  • Smartphone has become a part of many people's daily lives. The mobile messenger function on the smartphone in particular is the most frequently used services. The mobile communication tool in the age of digital media can be classified into two big categories: text messages and emoticons, the non-verbal expression tool of one's emotions. This thesis has studied the mobile communications made by the non-verbal tool of emoticons. The history of emoticons traces back to the text-based emoticon created by Scott Fahlman, from which graphical emoticons were developed and the sound and animation effects have been added. Many people use emoticons and diverse companies are developing the tool. In this study, the representative emoticon development case of Line Co., Ltd. is analyzed to see the concept, types, development process, collaborations and merchandising of the emoticons. Based on the case of Line, the development orientation and direction of domestic emoticons will be discussed to be culture contents.

APSI : A user Authentication Protocol using Smart phone in Immobilizer System (이모빌라이저 시스템에서 스마트폰을 이용한 인증 프로토콜)

  • Shin, Miyea;Jeong, Yoonsu;Bae, Woosik;Lee, Sangho
    • Journal of Convergence Society for SMB
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    • v.4 no.1
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    • pp.41-45
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    • 2014
  • Only if the secret key stored in the engine ECU matches car key stored in the car, immobilizer system is a car anti-theft system that automobile engine takes. To take an action as soon in case of losing car key or being stolen, the ASPI protocol is proposed for assigning a new password after finishing user authentication by the smart phone etc. The shortcoming point of that directly bring the car to a service center in case of losing key can be complemented by the proposed protocol. In case of the car and key both are theft together, the car can be stopped soon.

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감정 분석 알고리즘에 관한 연구

  • 김지민;유승연;이어진;정채원
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.890-891
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    • 2023
  • 해당 프로젝트 주제는 AR 여행 기록 다이어리로 사용자 다이어리 내용에 감정 분석을 적용해 이모지를 달력에 표시한다. 네이버 클라우드 Sentiment와 ChatGPT를 활용하며, 다양한 감정 범주를 고려한 정확도 향상을 추구하고 입력 데이터에 따라 긍/부정 분석을 수행한다. 중립과 놀람은 모호함으로 분리하여 감정 분석을 실시한다.

Antioxidant and Anti-inflammatory activity of Sargassum patens extract (쌍발이모자반(Sargassum patens) 추출물의 항산화 및 항염효과)

  • Kim, Sook-hee
    • Journal of Convergence for Information Technology
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    • v.11 no.7
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    • pp.264-271
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    • 2021
  • In this study, the antioxidant and anti-inflammatory properties of Sargassum patens extracts were identified. Antioxidant experiments included polyphenol concentration measurements, flavonoid concentration measurements, DPPH experiments, ABTS experiment NO experiments, and FRAP experiments. For polyphenols, 18.99±0.69 mg/g was shown. Flavonoids showed 11.89±1.16 mg/g. The DPPH experiment showed an antioxidant function of 19.78 mg ascorbic acid/g extract, the ABTS experiment showed an antioxidant function of 63.64 mg ascorbic acid/g extract, and the NO experiment showed an antioxidant function of 7.966 mg ascorbic acid/g extract. In FRAP, 1 mg of the moxibustion extract showed a reduction of 2.089 ㎍ of ascorbic acid. In the meantime, cell experiments showed cytotoxicity and anti-inflammatory functions against inflammation induced by LPS. In cytotoxicity experiments, Sargassum patens extracts showed a cell survival rate of more than 80% at all concentrations, and an inflammatory inhibition of 30.64±0.23% at a concentration of 100 ㎍/mL. These results indicate that Sargassum patens extract is available as an anti-inflammatory cosmetic material.