• Title/Summary/Keyword: 언어 융합

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Machine Learning Language Model Implementation Using Literary Texts (문학 텍스트를 활용한 머신러닝 언어모델 구현)

  • Jeon, Hyeongu;Jung, Kichul;Kwon, Kyoungah;Lee, Insung
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.2
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    • pp.427-436
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    • 2021
  • The purpose of this study is to implement a machine learning language model that learns literary texts. Literary texts have an important characteristic that pairs of question-and-answer are not frequently clearly distinguished. Also, literary texts consist of pronouns, figurative expressions, soliloquies, etc. They hinder the necessity of machine learning using literary texts by making it difficult to learn algorithms. Algorithms that learn literary texts can show more human-friendly interactions than algorithms that learn general sentences. For this goal, this paper proposes three text correction tasks that must be preceded in researches using literary texts for machine learning language model: pronoun processing, dialogue pair expansion, and data amplification. Learning data for artificial intelligence should have clear meanings to facilitate machine learning and to ensure high effectiveness. The introduction of special genres of texts such as literature into natural language processing research is expected not only to expand the learning area of machine learning, but to show a new language learning method.

Types and Functions of English Hedges at a syntax-pragmatics Interface (통사화용의 접합면에서 본 영어 헤지표현의 유형과 기능)

  • Hong, Sungshim
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.1
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    • pp.381-388
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    • 2020
  • This paper discusses English Hedges or Hedging Expressions on the basis of their morphosyntactic-pragramatic properties within the perspective of sociolinguistics. The term, 'Hedges' for the past decades since Lakoff(1973), has received little attention from the English grammar circles such as morphosyntax and the generative grammar theories. This paper presents a more comprehensive approach to the identification, distributions, functions, and the morphosyntactic properties of English Hedges. The earlier research on English Hedges in the 70's show that hedges are metalinguistic or mitadiscourse expressions which constitute a means for executing Politeness strategy in pragmatics. Nonetheless, research from the interface of syntactic-pragmatics has been scarce. This article suggests a more complex body of English hedges that have not been extensively discussed in the literature. Additionally, their configurational domain is to be proposed as part of the PolP with [±hedged] above CP+ (or CP beyond). The ramifications of the current study are suggested in terms of comparative linguistics, EFL/ESL studies of English for global communication, and pragmatics-sensitive machine translation studies in the forseeable future.

Comparative Analysis of Written Language and Colloquial Language for Information Communication of Multi-Modal Interface Environment (다중 인터페이스 환경에서의 문자언어와 음성언어의 차이에 관한 비교 연구)

  • Choi, In-Hwan;Lee, Kun-Pyo
    • Archives of design research
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    • v.19 no.2 s.64
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    • pp.91-98
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    • 2006
  • The product convergence and complex application environment raise the need of multi-modal interface which enables us to interact products through various human senses. The sense of vision has been used predominantly more than any other senses for the traditional and general information gathering situation, but in the future which will be developed based on the digital network technology, the practical use of the various senses will be desired for more convenient and rational usage of the information appliances. The sense of auditory which possibility of practical use is becoming higher than ever with the sense of vision, the possible usage will be developed broader and in the various ways in the future. Based on this situation, the characteristics of the written language and the colloquial language and the comparative analysis of the difference between male and female's reaction for each language were examined through this study. To achieve this purpose, the literature research about the diverse components of the language system was peformed. Then, some peculiar characters of the sense of vision and auditory were reviewed and the appropriate experimentation was planned and carried out. The result of the accomplished experimentation was examined by the objective analysis method. The main results of this study are as follows: first, the reaction time for written language is shorter than colloquial language, second, there is a partial difference between the male's and female's reaction for those two stimuli, third, there is no selection bias between the sense of sight and the sense of hearing. I think the continuous development of the broad and diverse ways of study for various senses is needed based on this study.

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The Effects of Kindergarten Teachers' Rights and Duties on Teacher-Infant Interaction (융복합시대에 유치원교사의 권리와 의무가 교사-유아 상호작용에 미치는 영향)

  • Boo, Jwa-hyun
    • Journal of Convergence for Information Technology
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    • v.8 no.1
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    • pp.115-121
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    • 2018
  • The purpose of this study is to examine the effects of kindergarten teachers' rights and obligations on teacher - A questionnaire survey was conducted on 174 teachers in kindergartens in Seoul, Gyeonggi, and Incheon. The results of this study are as follows: First, teachers' rights have a statistically significant effect on the rights of education and status in linguistic interaction, which is a sub-domain of teaching-infant interaction. And in behavioral interactions, the rights of labor have had a negative impact. In the linguistic interaction and emotional interaction, which are subdivisions of teacher-infant interaction, teacher's duty had a statistically significant effect on the duties of status, while teacher's duty was the sub-domain of inter- Duties of integrity and duty and duty of status did not affect.

The Effects of Priming Emotion among College Students at the Processes of Words Negativity Information (유발된 정서가 대학생의 부정적 어휘정보 처리에 미치는 효과)

  • Kim, Choong-Myung
    • Journal of Convergence for Information Technology
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    • v.10 no.10
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    • pp.318-324
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    • 2020
  • The present study was conducted to investigate the influences of emotion priming and the number of negation words on the task of sentential predicate reasoning in groups with or without anxiety symptoms. 3 types of primed emotions and 2 types of stimulus and 3 conditions of negation words were used as a within-subject variable. The subjects were instructed to make facial expressions that match the directions, and were asked to choose the correct answer from the given examples. Mixed repeated measured ANOVA analyses on reaction time first showed main effects for the variables of emotion, stimulus, number of negation words and anxiety level, and the interaction effects for the negation words x anxiety combination. These results are presumably suggested to reflect that externally intervening emotion works on language comprehension in a way that anxiety could delay task processing speed regardless of the emotion and stimulus type, meanwhile the number of negation words can slower language processing only in a anxiety group. Implications and limitations were discussed for the future work.

Research of video based Vibraimage technology stimulation examination KOCOSA (영상기반의 바이브라이미지 기술을 이용한 자극 검사에 대한 연구)

  • Lee, Jai-Suk;Lee, Il-ho;Lee, Tae-hyun;Choi, Jin-kwan;Chung, Suk-hwa;Han, Ji-soo
    • Convergence Security Journal
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    • v.15 no.3_1
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    • pp.41-51
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    • 2015
  • Human have more complicate and skilled ability for lying even cheat ourself. It is not easy to cheat unconscious things like sweat, eyes, or voice, but if some one cheat own self, he can cheat every of that. Lie is one of the way to spread our gene and our instinct make a lie. Every living organism even bacteria or virus use similar trick to survive. In human body, there are more complicate and profound mechanism for lying like breathe, sweat, eyes, face or voice. We can control some of that and make a fake, but it can't be perfect. Human also called 'Homo Fallax' cause we have a language and skill to lie with it. In present, we can detect lie with polygraph, but it has few weakness. So we try to use Vibraimage technology for resolve it. In this paper, we describe how to use Vibraimage for lie detection and the research history.

A study of Big-data analysis for relationship between students (학생들의 관계성 파악을 위한 빅-데이터 분석에 관한 연구)

  • Hwang, Deuk-Young;Kim, Jin-Mook
    • Convergence Security Journal
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    • v.15 no.4
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    • pp.113-119
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    • 2015
  • Recent, cyber violence is increasing in a school and the severity of the problems encountered day by day. In particular, the severity of the cyber force using the smart phone is recognized as a very high and great problems socially. Cyberbullying have long damage degree and a wide range time duration against of existed physical cyber violence. Then student's affects is very seriously. Therefore, we analyzes the relationship and languages in the classroom for students to use to identify signs of cyber violence that may occur between friends in the class. And we support this information to identified parent, classroom teachers and school sheriff for prevent cyberbullying accidents in the school. For this research, we will design and implement a messenger in the cyber classroom. It have many components that are Big-data vocabulary, analyzer, and communication interface. Our proposed messenger can analyze lingual sign and friendship between students using Big-data analysis method such as text mining. It can analysis relationship by per-student, per-classroom.

SystemVerilog-based Verification Environment using SystemC Constructs (SystemC 구성요소를 이용한 SystemVerilog 기반 검증환경)

  • Oh, Young-Jin;Song, Gi-Yong
    • Journal of the Institute of Convergence Signal Processing
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    • v.12 no.4
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    • pp.309-314
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    • 2011
  • As a system becomes more complex, a design relies more heavily on a methodology based on high-level abstraction and functional verification. SystemVerilog includes characteristics of hardware design language and verification language in the form of extensions to the Verilog HDL. However, the OOP of System Veri log does not allow multiple inheritance. In this paper, we propose adoption of SystemC to introduce multiple inheritance. After being created, a SystemC unit is combined with a SystemVerilog-based verification environment using SystemVerilog DPI and ModelSim macro. Employing multiple inheritance of SystemC makes a design of a verification environment simple and easy through source code reuse. Moreover, a verification environment including SysemC unit has a benefit of reconfigurability due to OOP.

Neural Machine translation specialized for Coronavirus Disease-19(COVID-19) (Coronavirus Disease-19(COVID-19)에 특화된 인공신경망 기계번역기)

  • Park, Chan-Jun;Kim, Kyeong-Hee;Park, Ki-Nam;Lim, Heui-Seok
    • Journal of the Korea Convergence Society
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    • v.11 no.9
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    • pp.7-13
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    • 2020
  • With the recent World Health Organization (WHO) Declaration of Pandemic for Coronavirus Disease-19 (COVID-19), COVID-19 is a global concern and many deaths continue. To overcome this, there is an increasing need for sharing information between countries and countermeasures related to COVID-19. However, due to linguistic boundaries, smooth exchange and sharing of information has not been achieved. In this paper, we propose a Neural Machine Translation (NMT) model specialized for the COVID-19 domain. Centering on English, a Transformer based bidirectional model was produced for French, Spanish, German, Italian, Russian, and Chinese. Based on the BLEU score, the experimental results showed significant high performance in all language pairs compared to the commercialization system.

Utilizing Literary Texts in the College EFL Classrooms: Focused on Linguistic Aspects and Affective Ones (문학텍스트를 활용한 대학 교양영어 수업: 의사소통의 언어적 측면과 정서적 측면을 중심으로)

  • Kim, Young-Hee
    • Journal of Convergence for Information Technology
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    • v.8 no.3
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    • pp.145-152
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    • 2018
  • This study aims to investigate the effects of literary texts as a teaching tool to enhance college students' English communicative competence both in linguistic aspects and affective ones. The control group used only the course book as study material, whereas the target group read four short stories along with it and engaged in a series of follow-up tasks. To measure their English competence, the researcher had both groups take a pre-test and a post-test, compared the results, and analyzed the data using SPSS. The study indicates that though the target students' post-test scores increased, the result failed in reaching a significant level. Nevertheless, reading and discussing literature facilitated the target students' affective aspects of communication. This article points out some other limitations of utilizing literary texts in language teaching and suggests the need for further research to deal with the issues.