• Title/Summary/Keyword: sense classification

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Abbreviation Disambiguation using Topic Modeling (토픽모델링을 이용한 약어 중의성 해소)

  • Woon-Kyo Lee;Ja-Hee Kim;Junki Yang
    • Journal of the Korea Society for Simulation
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    • v.32 no.1
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    • pp.35-44
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    • 2023
  • In recent, there are many research cases that analyze trends or research trends with text analysis. When collecting documents by searching for keywords in abbreviations for data analysis, it is necessary to disambiguate abbreviations. In many studies, documents are classified by hand-work reading the data one by one to find the data necessary for the study. Most of the studies to disambiguate abbreviations are studies that clarify the meaning of words and use supervised learning. The previous method to disambiguate abbreviation is not suitable for classification studies of documents looking for research data from abbreviation search documents, and related studies are also insufficient. This paper proposes a method of semi-automatically classifying documents collected by abbreviations by going topic modeling with Non-Negative Matrix Factorization, an unsupervised learning method, in the data pre-processing step. To verify the proposed method, papers were collected from academic DB with the abbreviation 'MSA'. The proposed method found 316 papers related to Micro Services Architecture in 1,401 papers. The document classification accuracy of the proposed method was measured at 92.36%. It is expected that the proposed method can reduce the researcher's time and cost due to hand work.

Research on Military SNS Protection Profile for National defense (국방정보보호를 위한 군(軍) SNS 보호프로파일(PP) 개발에 관한 연구)

  • Yu, DeokHoon;Kim, SeungJoo
    • Journal of Internet Computing and Services
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    • v.14 no.1
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    • pp.41-52
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    • 2013
  • Social Network Service(SNS) have become very popular during the past few years. Also SNS, an current communication platform, greatly contributes to transmit the information rapidly and strengthen a sense of community and fellowship in military service. however it has vulnerable factors. For example, invasion of privacy, exposure of personal information and military data. In this particular case, it is a deathblow to the military service. Military Social Network Service require to protect the military security threats and disclosure of defense secrets. For such reasons we need the secure SNS that protects from any attacks or vulnerable factors. We present classification of functional type and analysis the SNS architecture. The goal of this work is propose military SNS security functional requirements for practical use safely.

SPIRAL ARM MORPHOLOGY IN CLUSTER ENVIRONMENT

  • Choi, Isaac Yeoun-Gyu;Ann, Hong-Bae
    • Journal of The Korean Astronomical Society
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    • v.44 no.5
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    • pp.161-175
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    • 2011
  • We examine the dependence of the morphology of spiral galaxies on the environment using the KIAS Value Added Galaxy Catalog (VAGC) which is derived from the Sloan Digital Sky Survey (SDSS) DR7. Our goal is to understand whether the local environment or global conditions dominate in determining the morphology of spiral galaxies. For the analysis, we conduct a morphological classification of galaxies in 20 X-ray selected Abell clusters up to z~0.06, using SDSS color images and the X-ray data from the Northern ROSAT All-Sky (NORAS) catalog. We analyze the distribution of arm classes along the clustercentric radius as well as that of Hubble types. To segregate the effect of local environment from the global environment, we compare the morphological distribution of galaxies in two X-lay luminosity groups, the low-$L_x$ clusters ($L_x$ < $0.15{\times}10^{44}$erg/s) and high-$L_x$ clusters ($L_x$ > $1.8{\times}10^{44}$erg/s). We find that the morphology-clustercentric relation prevails in the cluster environment although there is a brake near the cluster virial radius. The grand design arms comprise about 40% of the cluster spiral galaxies with a weak morphology-clustercentric radius relation for the arm classes, in the sense that flocculent galaxies tend to increase outward, regardless of the X-ray luminosity. From the cumulative radial distribution of cluster galaxies, we found that the low-$L_x$ clusters are fully virialized while the high-$L_x$ clusters are not.

A Case Study on Emotional Labor and Exhaustion from Work of Taekwondo Gym Instructors (태권도장지도자의 감정노동과 직무소진에 관한 사례연구)

  • Ryu, Dong-Soo;Kim, Soo-Jung
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.611-623
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    • 2016
  • This research used one of the qualitative research techniques, in-depth interview method, on Taekwondo Gym instructors in their 30s to 50s with over 10 years experiences in various age groups, to elicit the empirical cases of emotional labor and exhaustion from their work. It categorized the cases into 3 main subjects that identified 2 areas to emphasized in each subjects through the phenomenological classification method. First subject listed, "recognition of emotional labor of the instructors", highlighted "recognition as a manager" and "recognition as an educator". Second subject listed. "meaning and need of emotional labor at the Taekwondo Gym", highlighted "emotional labor as a business strategy" and "emotional labor for educational effects". Third subject listed, "exhaustion from work experienced by the instructors", highlighted "a sense of shame experienced in the field" and "directions for change".

Evaluation on the Field Application of Spontaneous Acoustic Field Reproduction System (능동형 음장조정시스템의 현장적용 평가)

  • Jeon, Ji-Hyeon;Shin, Yong-Gyu;Kang, Sang-Woo;Min, Byeong-Cheol;Kook, Chan
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2006.11a
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    • pp.616-621
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    • 2006
  • A began of this study is to verify Spontaneous Acoustic Field Reproduction System(SAFRS), developed as an embodiment of creating agreeable sound environment, with evaluation on the field application. SAFRS is a system to sense changes of surroundings and produce sounds, which can go well with environment elements sensed by the system in to the space. The sound which can go well with environment elements is sound which judged by individual evaluation to be so, the classification of the preferred sounds according to the mood of the space was suggested in the former study. So, SAFRS was applied into the Square of D University to evaluate effectiveness of the system. The executed evaluations were 1) evaluation on sounds perception, frequency, volume and matchability with the space, 2) image evaluation on the square and sound environment and 3) evaluation on sound environment with existing sounds, fountains sound, sound produced by SAFRS, and both fountains sound and sound produced by SAFRS. Verifying SAPRS of field application was deduced from those evaluations. Theresultsofthestudyarefollowing: Though the system was applied into the space, the volume of the sounds shouldn't be too high. And with visual surroundings, the effectiveness of the system would be increased. At the results of four evaluations, the result of day evaluation is; both fountains sound and sound produced by SAFRS>fountains sound>sound produced by SAFRS>existing sounds, the result of night evaluation is; sound produced by SAFRS>both fountains sound and sound produced by SAFRS>fountains sound>existing sounds and these results pointed out that sounds environment produced by the system was highly evaluated due to less background sounds.

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A Planning Study on the Improvement of Public Hospital Patient Room based on the Understanding of User - Focused on the Case Study of District-Based Public Hospital in Korea (사용자 이해에 기반한 공공병원 병실환경 개선에 관한 계획적 연구 - 지역 거점 공공병원의 사례연구를 중심으로)

  • Oh, Kyoung Mi;Park, Jae Seung
    • Journal of The Korea Institute of Healthcare Architecture
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    • v.20 no.4
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    • pp.49-56
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    • 2014
  • Purpose : This purpose of this study is to make a better public hospital patient room to reflect the views of the patient. Methods: Survey to examine patient experience on healing environment in public hospital have been conducted for the data collection. 229 open-ended answers have been analysed statistically by MS Excel program. Results : 1) If there is no toilet space in the six-patient room, installation of toilet in the patient room is necessary. 2) The most Frequently used patient furnitures are necessary to accomodate the patients needs. Depending on the patient condition, installation of a portable or fixed the room furniture for the convenience to the using furniture. 3) According to the flow of modern times, wireless internet access is required to install of expand the space. Also be used to establish a regulations of internet space. 4) To create healing environment infection free environment should be provided. 5) Need for improvements of patient room for relatives of patient. It is necessary to secure a comfortable space to stay. 6) Separation is needed among the patients through therapeutic classification. Implication : In order to provide a better patient room environment, it is necessary to reflect the patient's opinion.

Study to Propose the Suitable Reproducing Sound Level of SAFRS (능동형 음장조성시스템 연출음의 적정 소리레벨 제시를 위한 기초적 연구)

  • Jeon, Ji-Hyeon;Shin, Yong-Gyu;Kook, Chan;Jang, Gil-Soo
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2007.05a
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    • pp.515-518
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    • 2007
  • SAFRS(Spontaneous Acoustic Field Reproduction System) is a system to sense changes of surroundings and produce sounds which can go well with environment elements sensed by the system in to the space. The sounds were judged by individual evaluation and, the classification of the preferred sounds according to the mood of the space was suggested in the former study. Effectiveness of SAFRS with field application was validated by prior studies which dealt with researching acoustic environment, evaluating images of sounds, and rating environment with existence and nonexistence of sound resources such as fountains and the system after applied in D university. In this study, for more effective field application of SAFRS, research for the acoustic environment around sound resources and subjective evaluation of the preference of the sounds from the resources were made and it was considered that the results of the experiments should be primary information to propose proper sound level to be offered by the system. The results of the study are as follows; 1) It was considered that the ambience of the center road was dependent upon produced sounds by the system and water sounds of the fountain and that of walk way was mostly dependent upon produced sounds. 2) The results of the subjective evaluation showed that the distance from sound resources was suggestive; the more distant from produced sounds the less full and clear the sounds, the less distant from the sounds of water the more delight and idyllic ambience, and the less distant from the forest the more idyllic ambient and diversity. 3) The results upwards were telling that an average value of six elements for the evaluation was even at the place set back 10.2m from center road and walk way. And harmony of all sounds of the place should be considered to propose suitable sound level of SAFRS.

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An Analysis of the Types of Panoplies in the TV Dramas Yeongaesomun and Taewangsasin-gi - Focusing on the Panoplies of the Goguryeo Dynasty - (TV 사극 연개소문과 태왕사신기에 표현된 갑주유형 분석 - 고구려시대 갑주를 중심으로 -)

  • Cho, Mi-Suk;Kim, Eun-Jung
    • Journal of the Korean Society of Costume
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    • v.60 no.5
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    • pp.35-50
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    • 2010
  • The purpose of this study was to know how helmet and armor was reinterpreted in historical play by considering general concept and type of old helmet and armor from the aspect of costume history and comparing the helmet and armor types of TV historical plays, Yeongaesomun and Taewangsasingi, whose historical backgrounds were based on the age of Goguryeo. The helmet and armor type shown in Yeongaesomun was reinterpreted as the one, which is close to historical investigation, by reappearing lamellar armor and jongjangpanju(helmet made of slim, long plate) shown in Goguryeo wall painting. The helmet and armor type shown in Taewangsasingi expresses fantastic helmet and armor by adding fantastic factor regardless of historical investigation. The study result reveals that there are several common characteristic factors between the helmet and armors of two historical plays. First, there was a classification in the display of character and story. The helmet and armor type shown in Yeongaesomun classified color and detail design depending on lamellar armor or character. In Taewangsasingi, the helmet and armor was manufactured depending on character's nature and the chain armors, which are lighter than existing helmet and armors, were usual. Second, they escaped from the historical investigation about traditional helmet and armor. In Yeongaesomun, myeonggwangae(a type of armor), which might be popular, was not expressed and Taewangsasingi is free from an imperative idea of historical investigation by manufacturing helmet and armor referring to that of ancient Rome age. The modern sense was reflected to increase dramatic effect. The helmet and armor of Yeongaesomun provides modern feeling by using stainless steel material and modern color arrangement and that of Taewangsasingi is designed in modern, splendid way as it aimed at game development from the planning step.

A Study on the morbidity of rural populations (Seosan County Choong Nam province) (일부농촌지역의 상병상태연구(충남 서산군))

  • Ahn, Moon-Young
    • Journal of Preventive Medicine and Public Health
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    • v.17 no.1
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    • pp.107-119
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    • 1984
  • At the preliminary survey of Seosan demonstration project for integration of family planning and maternal and child health service, 6 questions about morbid conditions of all household members were included. Definition of morbid condition used at the survey was self-conceived physical or mental infirmity which had been caused by diseases or accidents, resulting in obstacles to ordinary daily life for past 30 days. Analyzing those morbidity data, the following results were obtained. 1. The morbid person rate was 192.2 per 1,000 persons and the morbidity rate 214.2 per 1,000 persons. 2. The percentage of household which had at least one morbid person was 61.9% and average number of morbidity per one household was 1.1. 3. Analyzing the 1st morbid condition of the total 4,433 morbid persons, morbidity rate of male was 194.6 per 1,000 persons and that of female was 189.8 per 1,000 persons. 4. The highest age specific morbidity rate was that of $0{\sim}4$ years of age, and it was 304.3 per 1,000 persons. The lowest was that of $10{\sim}14$ years of age and the rate of 93.8 per 1,000 persons. 5. The following was the order of five major diseases which were classified according to 17 International Classification of Diseases. (1) Symptoms and Ill defined conditions : 17.3% (2) Disease of the Digestive system : 15.7% (3) Infections and Parasitic disease 14.3% (4) Disease of the Respiratory system : 13.7% (5) Disease of the Nervous system and sense organs : 9.4% 6. 30 leading morbid conditions were described in Table III-2 and which composed 70.6% of total morbid conditions. 7. The percentage of the morbid conditions of which duration was longer than 90 days was 40.5%. 8. Of the total 4,433 morbid persons, 4,394 morbid persons responded for the morbid condition management method. Of those, Hospital & clinic (35.3%), drug store (40.0%), herb drug store (3.6%), health center (2.2%) ware selected for the 1st place or method for management morbid condition, and 18.0% did not search for morbid condition management.

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Evaluation of the Odor with Aging (연령증가에 따른 향의 평가)

  • 강인형;민병찬;전광진;김철중
    • Science of Emotion and Sensibility
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    • v.5 no.2
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    • pp.1-9
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    • 2002
  • It is already known that olfactory susceptibility differ with races and sex. Moreover, with aging both detection and identification about olfactory information were impaired. For researches about evaluation of the odor with aging, although the subject used, from infants to elderly, was various, the kinds of odor used were restricted to simple alcohol and acetic acid. Also, the evaluation methods were mainly used olfactory test. From over respects , this research was done as follows. Subjects were 19 to 72 years (n=50) whose sense-of-smell functions are normal. They were taken as stability and closed eye state. The odor stimuli were used 100% natural odor of six kinds of Basil, Lavender, Lemon, Jasmine, Ylangylang oil and Skatole , during 60 seconds using olfactometer. ECG, GSR and subjective evaluation were measured, and examined their relevance. Twenty and 40 ages group evaluated Lemon and 60 ages group did Lavender affirmatively. Correlation was seen among RRI, HR, GSR and subjective evaluation for 40 ages group, and it turns out that it is the group which a mature olfactory function most. These results are fully applied not only to development of the classified cosmetics for the age group but to development of the artificial smell and taste.

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