• Title/Summary/Keyword: 원시 언어

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Automatic Word Spacing of the Korean Sentences by Using End-to-End Deep Neural Network (종단 간 심층 신경망을 이용한 한국어 문장 자동 띄어쓰기)

  • Lee, Hyun Young;Kang, Seung Shik
    • KIPS Transactions on Software and Data Engineering
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    • v.8 no.11
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    • pp.441-448
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    • 2019
  • Previous researches on automatic spacing of Korean sentences has been researched to correct spacing errors by using n-gram based statistical techniques or morpheme analyzer to insert blanks in the word boundary. In this paper, we propose an end-to-end automatic word spacing by using deep neural network. Automatic word spacing problem could be defined as a tag classification problem in unit of syllable other than word. For contextual representation between syllables, Bi-LSTM encodes the dependency relationship between syllables into a fixed-length vector of continuous vector space using forward and backward LSTM cell. In order to conduct automatic word spacing of Korean sentences, after a fixed-length contextual vector by Bi-LSTM is classified into auto-spacing tag(B or I), the blank is inserted in the front of B tag. For tag classification method, we compose three types of classification neural networks. One is feedforward neural network, another is neural network language model and the other is linear-chain CRF. To compare our models, we measure the performance of automatic word spacing depending on the three of classification networks. linear-chain CRF of them used as classification neural network shows better performance than other models. We used KCC150 corpus as a training and testing data.

Analysis of physical and mental damage factors affecting the satisfaction of the working environment: Using the 5th Korea Working Conditions Survey (근로환경 만족도에 영향을 주는 신체적, 정신적 피해 요인 분석 : 제5차 한국근로환경조사를 이용하여)

  • Jeon, Hyeok-Jin;Pyo, Se-in;Choi, Jea-Won;Yoo, Jeong-Eun;Lee, Kim-Dong-Eun;Kim, Chang-Hwan
    • Journal of the Health Care and Life Science
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    • v.9 no.1
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    • pp.195-201
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    • 2021
  • The study was initiated to identify the causes of physical and mental harm to workers and provide basic data. It is an analysis study using raw data from the 5th Working Environment Survey, and the study analyzed the impact of gender, verbal violence, insults, sexual harassment, sexual interest, and bullying on working environment satisfaction. Most of the victims' sexual harassment offenders were their coworkers (83.6 percent), and it was confirmed that women experienced more damage from bullying and sexual interest than men. Insult and verbal abuse have been identified as factors that reduce working environment satisfaction. Based on this study, we hope to improve productivity and work-life balance as well as improve workers' satisfaction with the working environment as a program that takes into account workers' influence factors.

Characteristics of Modeling of Experiment in Case Analysis of Students' Open Inquiry and its Meaning on Science Education (학생의 자유 탐구 활동의 사례 분석을 통해 본 실험 모델링의 특징과 과학교육적 의미)

  • Kim, Kwan-Young;Lee, Jong-Hyeok;Choi, Jinhyeon;Jeon, Sang-Hak;Lee, Sun-Kyung
    • Journal of The Korean Association For Science Education
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    • v.42 no.2
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    • pp.201-214
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    • 2022
  • The purpose of this study is to examine the characteristics of model of the experiment in students' open inquiry. The research is a reinterpretation of the data collected from the performance of a three-year research project under the theme of 'school science inquiry' the perspective of model of the experiment. The inquiry activities of a focus group made up of four students have been recorded seven times. The recorded files and transcribed copies were analyzed according to interpretive methods. Students' activities were divided into three modeling of the experiment units, considering the modeling unit that includes the process of starting from the problem until it gets solved. The results of the study include illuminating the dynamic process and characteristics of modeling of the experiment and discussing its educational meaning as a distributed cognitive system at each modeling unit. First, students, instruments, and the primitive form of calculation represented by the interaction between them turned out to be important factors in the distributed cognitive system that constitutes model of the experiment. Second, in the early stages, non-verbal activities were carried out in which students became familiar with instruments, and verbal quantitative signs were created when the activities were sufficiently carried out. The generated quantitative signs became a source of data and confidence that can be referenced in subsequent activities. Third, the specialization of instrumentalization occurred, and factors that were important in inquiry, such as variable control, appeared. The results of the study provide new implications for science education research and education, which have been centered on explanatory models, by unfolding the characteristics of model of the experiment that have not been noticed in science education through students' inquiry.

Implementation of Internet Terminal using G.729.1 Wideband Speech Codec for Next Generation Network (차세대 통신망을 위한 G.729.1 광대역 음성 코덱을 활용한 인터넷 단말 구현)

  • So, Woon-Seob;Kim, Dae-Young
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.10B
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    • pp.939-945
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    • 2008
  • Tn this paper we described the process and the results of an implementation of Internet terminal using G.729.1 wideband speech codec for next generation network. For this purpose firstly we chose a high performance RISC application processor having DSP features for speech codec processing and enhanced Multimedia Accelerator(eMMA) function for video codec. In the implementation of this terminal, we used G.729.1 codec recently standardized in ITU-T which is a new scalable speech and audio codec that extends 0.729 speech coding standard. To adopt G.729.1 codec to this terminal we transformed most of the fixed point C codes which require more complexity into assembly codes so as to minimize processing time in the processor. As a result of this work we reduced the execution time of the original C codes about 80% and operated in real time on the terminal. For video we used H.263/MPEG-4 codec which is supported by the eMMA with hardware in the processor. In the SIP call processing test connected to real network we obtained under looms end-to-end delay and 3.8 MOS value measured with PESQ instrument. Besides this terminal operated well with commercial terminals.

Effects of the synectics conception on the illustration education (시넥틱스(synectics)적 발상이 일러스트레이션 교육에 미치는 영향)

  • Moon, Cheol
    • Archives of design research
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    • no.16
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    • pp.213-223
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    • 1996
  • Illustration has been used as a means of human communication since the primitive age. And now it has become a way to express impliedly either the fragmentary or the psychological side of our life. Like it has been said in peter knock's Illustration magazine, an artist said "it was the best article ever read." Illustrator's task is to abstract and practically describe not our daily life, but every moment of the perception an object, whether it is define or indefine. It can inspire stronger perception than any other elegant language. Addition to that the practical use of illustration is increasing ever day. The target has now become various such as man, nature, art, science and so on. Therefore, at this point what illustration requires is creation, new and striking idea. It is because in order to get in to the general's living in the complicate and various society, it must show unique images and appearance. Therefore, now the illustration should induce the work which is based on synetics thoughts, not simple improving skill. Now we must restrain futional and diagrammatic illustration education and be able to thik of free and abundant characteristics. It will eventually help students to feel the value of human life and free themselves from the reality of present education which is getting machinized and instrumentalized.entalized.

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Sentiment Analysis using Robust Parallel Tri-LSTM Sentence Embedding in Out-of-Vocabulary Word (Out-of-Vocabulary 단어에 강건한 병렬 Tri-LSTM 문장 임베딩을 이용한 감정분석)

  • Lee, Hyun Young;Kang, Seung Shik
    • Smart Media Journal
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    • v.10 no.1
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    • pp.16-24
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    • 2021
  • The exiting word embedding methodology such as word2vec represents words, which only occur in the raw training corpus, as a fixed-length vector into a continuous vector space, so when mapping the words incorporated in the raw training corpus into a fixed-length vector in morphologically rich language, out-of-vocabulary (OOV) problem often happens. Even for sentence embedding, when representing the meaning of a sentence as a fixed-length vector by synthesizing word vectors constituting a sentence, OOV words make it challenging to meaningfully represent a sentence into a fixed-length vector. In particular, since the agglutinative language, the Korean has a morphological characteristic to integrate lexical morpheme and grammatical morpheme, handling OOV words is an important factor in improving performance. In this paper, we propose parallel Tri-LSTM sentence embedding that is robust to the OOV problem by extending utilizing the morphological information of words into sentence-level. As a result of the sentiment analysis task with corpus in Korean, we empirically found that the character unit is better than the morpheme unit as an embedding unit for Korean sentence embedding. We achieved 86.17% accuracy on the sentiment analysis task with the parallel bidirectional Tri-LSTM sentence encoder.

The Wandering of Classic Manuscripts and Their Return to the Library (고전 필사본 유랑과 도서관으로의 귀환)

  • Hee-Yoon Yoon
    • Journal of Korean Library and Information Science Society
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    • v.53 no.4
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    • pp.1-23
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    • 2022
  • The record is both an palmistry and a fingerprint for human life and world of knowledge. Books, which are synonymous with records, are a channel through which history is traced and a window to savor. And the most primitive form of the book is the classics of ancient Greece and Rome, and the best part is the manuscript. It refers to the original recorded on papyrus, parchment, paper, etc. and the translated and translated copies of them. If we reflect on the long history of knowledge and culture, the classic manuscripts have continued to scatter and collect like a river flowing through time and space due to not only natural disasters, but also artificial cultural vandalism and the bibliocaust. Therefore, this study traced and linked the wandering and library return of classic manuscripts from ancient Greece to the medieval Renaissance period. As a result, dynasties and empires, monarchs and prime ministers, generals and conquerors, nobles and wealthy, clergy and scholars concentrated on collecting and translating classical manuscripts. If the ancient Greek and Roman scholars did not record knowledge and wisdom in papyrus and parchment, the medieval Byzantine and Islamic Empires did not collect, translate and reproduce classics, the book hunters didn't keep track of the classics, the Renaissance humanists did not restore and reinterpret the classics through intellectual exodus, and the historical library did not collect and preserve the classics and their translations, modern people would not have access to classical knowledge. Nevertheless, the tracing of classical manuscripts is an aporia in which many difficulties and contradictions overlap in the tracing of classic manuscripts due to historical flow, geographical wandering, and linguistic transformation. When a new manuscript is discovered and interpreted, correction and supplementation are inevitable, so the pursuit of the wandering and return of the classic manuscripts through follow-up research must be continued.

A CASE OF TREATMENT-RESISTANT CHILDHOOD-ONSET SCHIZOPHRENIA WITH LONG-TERM TRIAL OF CLOZAPINE (치료저항성 소아기 발병 정신분열증의 Clozapine 장기치험 1례)

  • Jang, Soon-Ah;Kim, Kyung-Hee;Lee, Hong-Shick;Song, Dong-Ho
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.9 no.1
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    • pp.98-104
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    • 1998
  • A 12-year-old girl with a 6 year history of childhood-onset schizophrenia required 2 hospitalizations and long-term clozapine trial due to inadequate responses to combinations of typical neuroleptics and traditional treatments of schizophrenic disorder. On admission, she had continuous auditory and visual hallucinations, persecutory delusion, emotional instability, regression of behaviors including temper tantrums as well as specific developmental delays in learning, language, and motor coordination. The clozapine trial significantly reduced most of the positive symptoms, and facilitated in successful discharge from the hospital. During the 4 year clozapine treatment, no significant adverse reactions were noted, and she returned to a structured school setting with minimal degrees of schizophrenic symptoms. From this clinical experience, we suggest that clozapine might be safe and effective in treating treatment-refractory schizophrenic children.

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A Study on the Relation between Matteo Ricci and Daesoon Thought: A Phenomenological Interpretation of Ricci in Daesoon Thought (마테오 리치와 대순사상의 관계성에 대한 연구 - 대순사상의 기독교 종장에 대한 종교현상학적 해석 -)

  • Ahn, Shin
    • Journal of the Daesoon Academy of Sciences
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    • v.36
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    • pp.117-152
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    • 2020
  • In Daesoon Thought, Matteo Ricci is regarded highly as a Jongjang, 'religious leader,' (of Christianity). This paper deals with the life and philosophical/theological thought of Matteo Ricci as homo-religiosus from the perspective of phenomenology of religion. Examining his historical background and biographical sketch, I will analyze Ricci's understanding of God, humanity, and salvation and re-evaluate his relationship with Daesoon Thought. Matteo Ricci, born in Italy, became a Jesuit missionary to China and transmitted various products of western civilization. Accepting the pro-cultural approach of Jesuit mission, he applied it to Chinese culture and language by learning the Chinese language and regarding Chinese people as his friends. This was a sympathetic way to transmit Western religion and culture while on Chinese soil. He suggested eight reasons to look towards the future of China with optimism and taught Chinese people his Christian message through his indirect means of understanding and persuasion. In China, Jesuit missionaries called the Christian God 'Tianzhu (Cheonju in Sino-Korean),' meaning Lord of Heaven. Ricci identified the Confucian notion of 'Shangdi (Sangje in Sino-Korean),' meaning Supreme Emperor (or God) with Tianzhu. While translating Confucian scriptures, he found the common ground between Confucianism and Christianity to be the monotheism of ancient Confucianism. He criticized the concepts of God in Buddhism and Daoism, and justified the Christian doctrine of God by way of a Confucian understanding of deity. Ricci's understanding of humanity was based on his Christian faith in creation, and he criticized the Buddhist concept of transmigration. He proposed Christian ethics and doctrine of salvation by using discourse on the afterlife and in particular, the concepts of heaven and hell. Concerning the relationship between Daesoon Thought and Ricci, the following aspects should be examined: 1.) Ricci's contribution to the cultural exchanges between East and West, 2.) his peaceful approach to his mission based on dialogue and persuasion, 3.) the various activities conducted by Ricci as a Christian leader, and 4.) his belief in miraculous healings. His influence on Korea will likewise be explored. Ricci's ultimate aim was to communicate with Asian people and unify East and West under a singular worldview by emphasizing the similarities between the Christian and Confucian concepts of God.