• Title/Summary/Keyword: 감정 비율

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Research of Real-Time Emotion Recognition Interface Using Multiple Physiological Signals of EEG and ECG (뇌파 및 심전도 복합 생체신호를 이용한 실시간 감정인식 인터페이스 연구)

  • Shin, Dong-Min;Shin, Dong-Il;Shin, Dong-Kyoo
    • Journal of Korea Game Society
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    • v.15 no.2
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    • pp.105-114
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    • 2015
  • We propose a real time user interface that utilizes emotion recognition by physiological signals. To improve the problem that was low accuracy of emotion recognition through the traditional EEG(ElectroEncephaloGram), We developed a physiological signals-based emotion recognition system mixing relative power spectrum values of theta/alpha/beta/gamma EEG waves and autonomic nerve signal ratio of ECG (ElectroCardioGram). We propose both a data map and weight value modification algorithm to recognize six emotions of happy, fear, sad, joy, anger, and hatred. The datamap that stores the user-specific probability value is created and the algorithm updates the weighting to improve the accuracy of emotion recognition corresponding to each EEG channel. Also, as we compared the results of the EEG/ECG bio-singal complex data and single data consisting of EEG, the accuracy went up 23.77%. The proposed interface system with high accuracy will be utillized as a useful interface for controlling the game spaces and smart spaces.

Distribution of Mobile Apps Considering Cross-Platform Development Frameworks in Android Environment (안드로이드 환경에서 크로스 플랫폼 개발 프레임워크에 따른 모바일 앱 분포)

  • Kim, Gyoosik;Jeon, Soyeon;Cho, Seong-je
    • Journal of Software Assessment and Valuation
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    • v.15 no.1
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    • pp.11-24
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    • 2019
  • Using cross-platform development frameworks, mobile app developers can easily implement mobile apps for multiple platforms in one step. The frameworks also provides adversaries with the ability to write malicious code once, and then run it anywhere for other platforms. In this paper, we analyze the ratio of benign and malicious apps written by cross-platform development frameworks for Android apps collected from AndroZoo's site. The analysis results show that the percentage of benign apps written in the frameworks continues to increase, accounting for 45% of all benign apps in 2018. The percentage of malicious apps written in the frameworks accounted for 25% of all malicious apps in 2015, but that percentage has declined since then. This study provides useful information to make a suitable choice when app developers face several challenges in cross platform app development.

Human Emotion Recognition using Power Spectrum of EEG Signals : Application of Bayesian Networks and Relative Power Values (EEG 신호의 Power Spectrum을 이용한 사람의 감정인식 방법 : Bayesian Networks와 상대 Power values 응용)

  • Yeom, Hong-Gi;Han, Cheol-Hun;Kim, Ho-Duck;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.18 no.2
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    • pp.251-256
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    • 2008
  • Many researchers are studying about human Brain-Computer Interface(BCI) that it based on electroencephalogram(EEG) signals of multichannel. The researches of EEG signals are used for detection of a seizure or a epilepsy and as a lie detector. The researches about an interface between Brain and Computer have been studied robots control and game of using human brain as engineering recently. Especially, a field of brain studies used EEG signals is put emphasis on EEG artifacts elimination for correct signals. In this paper, we measure EEG signals as human emotions and divide it into five frequence parts. They are calculated related the percentage of selecting range to total range. the calculating values are compared standard values by Bayesian Network. lastly, we show the human face avatar as human Emotion.

남녀 대학생들의 성격 지표에 따른 영양섭취실태와 식습관 점수

  • 김혜영
    • Proceedings of the KSCN Conference
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    • 2003.11a
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    • pp.1067-1067
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    • 2003
  • 본 연구는 남녀 대학생들의 성격유형 판별을 위해 많이 사용되고 있는 MBTI (Myers-Briggs Type Indicator) 검사를 통한 성격 지표와 영양섭취실태와 식습관 사이의 관련성을 살펴보기 위해서 경기도 Y 대학교에 재학하고 있는 남녀대학생 283명을 대상으로 수행되었다. 조사대상자의 성격 유형은 남녀 모두에서 외향성(Extroversion, 55.8%)이 내향성 (Introversion, 44.2%)보다 조금 많았고, 감각형 (Sensing, 78.1%)이 직관형 (iNtuition, 21.9%)보다 많았으며, 사고형 (Thinking, 67.8%)이 감정형 (Feeling, 32.2%)보다 많고, 판단형 (Judging, 50.2%)과 인식형 (Perceiving,49.8%)은 비슷한 비율로 나타났다. 조사대상자들의 식습관 조사 결과 남학생이 100점 기준으로 46.1점, 여학생이 45.1점으로 유의한 차이가 없었고, 영양소 섭취 실태 조사 결과 남학생이 2,019㎉로 한국인 에너지 권장량의 80.8%, 여학생은 1,675㎉로 권장량의 83.7%를 섭취하고 있었다. 미량 영양소의 경우에는 남학생은 칼슘과 비타민 B$_2$, 여학생은 칼슘, 철, 비타민 C, 비타민 A를 권장량의 90% 미만으로 섭취하고 있는 것으로 나타났다. 식습관과 여러 가지 영양소 섭취량은 양의 상관관계를 보여서 식습관 점수가 좋을수록 영양소 섭취량이 높은 것으로 나타났다. 성격 선호 경향에 따른 식습관 점수에서는 판단형의 사람들이 인식형보다 식습관 점수가 유의하게 높게 나타났고, 다른 성격유형의 경우에는 유의 차는 없지만, 외향성, 감각형, 사고형에서 그에 대조되는 성격 선호지표보다 식습관 점수가 높은 경향이었다. 성격 선호 경향에 따른 영양소 섭취실태에서는 남녀 모두에서 외향성이 내향성보다 영양섭취실태가 좋았고, 남학생의 경우에는 감정형이 사고형보다 영양 섭취실태가 높은 것으로 나타났다. 영양 밀도로 살펴보았을 때에는 사고형과 판단형이 그에 대조되는 감정형과 인식형보다 영양 밀도가 더 높은 것으로 나타났다. 본 연구의 결과를 종합해 볼 때, 대학생의 성격 유형에 따라 판단형의 사람들이 인식형의 사람들보다 식습관이 좋고, 외향성의 사람들이 내향성의 사람들보다 영양섭취실태가 양호한 것으로 사료된다. 한 편, 감각형-직관형은 식습관이나 영양섭취실태와 뚜렷한 관련성을 보여주지 않았고, 사고형-감정형은 감정형의 경우 남학생에서 영양섭취실태가 좋았지만, 영양밀도나 식습관에서는 사고형이 더 좋은 경향을 보여주어서 일관된 경향을 찾기가 어려웠다. 앞으로 대학생을 대상으로 한 영양 상담시에 이들의 성격 유형을 참조하면 영양상담 대상자를 보다 잘 이해할 수 있으므로, 이에 적합한 영양 지도 방법을 제시하는 데 도움이 될 것으로 기대된다.

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Analysis of the Correlation between Narrative and Emotions Displayed by Movie Characters through a Quantitative Analysis of Dialogues in a Movie (영화 대사의 정량적 분석을 통한 등장인물의 감정과 서사간의 상관성 연구)

  • You, Eun-Soon
    • The Journal of the Korea Contents Association
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    • v.13 no.6
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    • pp.95-107
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    • 2013
  • A linguistic element found in a movie, dialogue, plays a critical role in building up narrative structure. Still, analyses conducted on movies mostly focus on images due to the nature of a movie that conveys a story through its visual images while dialogue has either been underestimated or received less spotlight despite their importance. This study highlights the significance of lines in a movie. This study calls attention to dialogue, which has stayed out of the main focus and been on the periphery thus far when analyzing movies, so as to see how they contribute to constructing a narrative. It then spotlights the significance of dialogue in the movie. To this end, the study sorts out emotional expressions articulated by actors through their dialogues then to make polarity classification into affirmation and negation, followed by a quantitative analysis of how the polarity proportion of emotional expressions changes depending on the narrative structure. The study also suggests a narrative's relevance with emotions by pointing to dynamic emotional changes that shift between affirmation and negation depending on incidents, conflicts and resolution thereof throughout a movie.

Consumer Sentiment and Behavioral Intentions Regarding Dark Patterns in Online Shopping: Qualitative Research Approach (온라인 쇼핑의 다크패턴에 대한 소비자 감정 및 행동 의도: 질적연구를 통합 접근)

  • Hae-Jin Kim;Jibok Chung
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.1
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    • pp.137-142
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    • 2024
  • User interface (UI) functions are distorted and appear as a dark pattern that intentionally deceives or entices users. Consumers who are unaware of dark patterns are constrained in their choices, resulting in unnecessary economic damage. In this study, we aimed to investigate consumers' various shopping emotions and behavioral intentions after recognizing dark patterns in online shopping malls through qualitative research methods. As a result of the study, the rate of perception differed slightly depending on the type of dark pattern, and it was found that it induced consumer emotions such as distrust of the company, user deception, and displeasure. It has been found that the behavior after recognizing the dark pattern shows passive behaviors such as vowing to prevent recurrence and warning acquaintances rather than actively protesting to the company and demanding compensation for damages.

Effects of Service Quality including Food Therapy Element on Positive Emotion and Brand loyalty: Focusing on Daegu-Gyeongbuk Hansik Buffet Restaurant Customers (푸드테라피와 서비스품질이 긍정적 감정 및 브랜드충성도에 미치는 영향: 대구·경북지역 한식뷔페레스토랑 고객을 중심으로)

  • Lee, Ji-Yun;Byun, Gwang-In
    • The Journal of the Korea Contents Association
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    • v.18 no.10
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    • pp.464-477
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    • 2018
  • This study is effect of food therapy and service quality, aimed to examine the relationship between positive emotion and brand loyalty. It examined the effects of service quality and food therapy on positive emotion, and examined the effects of positive emotion on brand loyalty, and then aimed to examine the indirect effects of service quality and food therapy on brand loyalty. To this end, quota sampling was conducted according to the job ratio of the customers visiting Hansik buffet restaurants. A survey was carried out from July 1 to 25, 2018(25 days), and a total of 850 questionnaires were distributed and 786 of collected 805 questionnaires were finally used for an analysis excluding 19 unreliable ones. The results of analysis were as follows: food quality, service encounter, physical therapy and psychological therapy significantly affected positive emotion, while service environment was not significant. Also, positive emotion significantly affected brand loyalty, and food quality, service encounter, physical therapy, psychological therapy had significant indirect effects on brand loyalty. The present study is significant in the aspect that it determined how important a role food therapy elements play in improving brand loyalty in a restaurant-related study.

Exploring Types of Verbal Violence Through Speech Analysis on Non-facing Channels (비대면 채널에서의 음성분석을 통한 언어폭력 유형 탐색)

  • Kim, Jongseon;Ahn, Seongjin
    • The Journal of Korean Association of Computer Education
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    • v.23 no.3
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    • pp.71-79
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    • 2020
  • This study investigates the rising issue of verbal violence at non-facing channels. Focus Group Interview(FGI) was conducted to examine verbal violence occurred during emotional labors in real-life cases. In addition, the distribution of verbal violence in the conversation was confirmed through a new big data technology called Speech Analysis(SA). The result findings highlighted the two perspectives as below. First, verbal violence occurred through calls, is classified into personal insult, swearing/verbal abuse, unreasonable demand, (sexual) harassment and intimidation/threat. Second, Speech Analysis result exhibited the most frequently appeared verbal violence were personal insult and swearing/verbal abuse. Informal language use and speaking in disrespectable manner was the highest rate in personal insult category. Moreover general cursing was the highest rate in swearing/verbal abuse category. In particular, the rate of using curse language was the highest in overall cases of verbal violence. This study summarizes the types of verbal violence that occur in non-facing channels and suggests a need for further investigation on how verbal stress affects working environment for emotional labor.

The studies on characteristics of the vegetable oils (식물성 식용 유지류의 특성 연구 (참기름을 중심으로))

  • Park, Ilyong;Paeng, Ki-Jung;Jeong, Jin-Il;Min, Seung-Sik;Noh, Mi-Jung;Park, Yoo-Sin;Park, Sung-Woo
    • Analytical Science and Technology
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    • v.18 no.5
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    • pp.444-451
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    • 2005
  • The accurate and simple extraction method for sterols and fatty acids in sesame oil was developed. The new method improved the extraction efficiency of sesamin in sesame oil and the ratio of sesamin over campesterol. It will be applied to judgement of adulteration of plant edible oils. The minor components of sterols were also confirmed. The simultaneous determination of sterols and fatty acids with derivatization were processed, but it was not enough to confirm adulteration, thus need more experiments.

A Study on the Standard Way to Calculate Compensation of Cadastral Resurvey Project (지적재조사의 합리적 조정금 산정기준의 필요성에 관한 연구)

  • Yoo, Seon-Jong;Noh, Min-Ji;Do, Ju-Eun
    • Journal of Cadastre & Land InformatiX
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    • v.45 no.2
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    • pp.27-44
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    • 2015
  • The Cadastral Resurvey Project implementation process must make some landowner better off (area increase) and others worse off (area decrease) by changing the boundaries of ones' own land. This study focuses on the Standard way to calculate compensation if landlords are worse off or charge otherwise. For this study, we analyze the compensation by comparing appraisal value method and a method based on the individual land value by public announcement in theoretic manner. we collected considerable amount of data on both appraisal values and the individual land values by public announcement. We found the difference of compensation between appraisal value method and a method based on the individual land value by public announcement. In this study, more desirable and efficient implementation strategy for government agency who is in charge of cadastral project nationwide is suggested.