• Title/Summary/Keyword: swear

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Swear Word Detection through Convolutional Neural Network (딥러닝 기반 욕설 탐지)

  • Kim, Yumin;Gang, Hyobin;Han, Suhyeun;Jeong, Hieyong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.685-686
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    • 2021
  • 개인의 소셜미디어 활동이 활발해지면서 익명성을 악용하여 타인에게 욕설을 주저없이 해버리는 사용자가 늘고 있다. 본 연구는 욕설이 난무하는 채팅창에서 욕설 데이터를 크롤링하여 데이터셋을 구축하여 컨볼루션 네트워크로 학습시켰을 때 욕설을 탐지하고, 전체 문장에서 그 탐지한 욕설의 위치를 파악하여 블러링 처리를 할 수 있는지를 확인하는 것을 목적으로 한다. 전처리 작업으로 한글과 공백을 제외하고 형태소 단위로 토큰화한 후 불용어를 제거해서 패딩처리를 하였다. 학습 모델로는 1차원 컨볼루션을 사용하여 수집한 데이터의 80%를 훈련에 사용하고 나머지 20%를 테스트에 사용하였다. 키워드를 이용한 단순 분류 모델과 비교하였을 때, 본 연구에서 이용한 모델이 약 14% 정확도가 향상된 것을 확인할 수 있었다. 테스트에서 전체 문장에서 욕설이 포함되었을 때 욕설과 그 위치 정보를 잘 획득하는 것도 확인할 수 있었다.

Study on the Characteristics of Ordinary Symptoms in Overweight and Obesity Patients according to Sasang Constitution (사상체질에 따른 과체중 및 비만 환자의 소증(素證) 특성 비교)

  • Shin, Seung Won;Lee, Junhee
    • Journal of Korean Medicine for Obesity Research
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    • v.13 no.1
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    • pp.33-45
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    • 2013
  • Objectives: This study was aimed to find out the characteristics of ordinary symptoms between the control and patient groups, diagnosed as overweight or obesity, in Soyang, Taeeum, and Soeum Constitutions and among those 3 groups. Methods: As a prospective cross-sectional study based on medical records, 9213 patients, who visited Kyung Hee University Medical Center from May in 2007 to June in 2010, were included. To diagnose the constitution, Revised Questionnaire for the Sasang Constitution Classification II and examinations by oriental medical doctors who majored in Sasang Constitution Medicine were performed. Based on the World Health Organization criteria for Asian obesity assessment, body mass index (BMI) was classified into 3 groups; more than 25 as obesity, 23 to 25 as overweight, and less than 23 as normal. Ordinary symptoms questionnaire, which consists of 46 questions in 8 categories, were given to the subjects. One-way ANOVA test in continuous variables and chi-square test in categorical variables were carried out to analyze statistical significance. Results and Conclusions: 1) In general characteristics, we could find out the significant differences in age, sex, height, weight, BMI, waist circumference, blood pressure, total cholesterol, triglyceride, low density lipoprotein cholesterol, high density lipoprotein cholesterol, fasting blood sugar, and hemoglobin A1c among the 3 Constitutional groups. 2) Soyang Constitution of overweight and obesity has tendency to have higher appetite, like cool or cold water, defecate more, swear more, dislike heat, and have warmer or hotter extremities in the ordinary symptoms, compared with the control group. 3) Taeeum Constitution of overweight and obesity has tendency to have higher appetite, like cool or cold water, defecate more, swear more, dislike heat, and have warmer or hotter extremities in the ordinary symptoms, compared with the control group. 4) Soeum Constitution of overweight and obesity has tendency to have higher appetite and less fatigue in the ordinary symptoms, compared with the control group. 5) Soeum Constitution showed the slightest increase in appetite, preference about room temperature water, less number of feces, and feeling of chill and warmer extremities in ordinary symptoms, compared with Soyang and Taeeum Constitutions. Taeeum Constitution showed the distinct increase in appetite and sweating in ordinary symptoms, compared with Soyang and Soeum Constitutions.

Ergonomic Design of Working Uniform for the Aircraft Mechanics (항공정비복 인간공학적 디자인 개발)

  • Lim, Hyun-Ju;Choi, Hei-Sun;Lee, Kyung-Mi;Kim, Soo-A
    • Journal of the Korean Society of Clothing and Textiles
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    • v.32 no.5
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    • pp.681-691
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    • 2008
  • Taking into consideration both the inconveniences reported with current working uniform for the aircraft mechanics and the subjects' requirements mentioned in preceded survey, the researchers designed an ergonomic sample garments with improved motional flexibility and comfort. To improve motional flexibility, extra folds were added to the back of the garments to allow for ease of motion of limbs, so that the material would not be drawn up by the motion of the arms. Darts were added to the elbow, hip, the knee. Furthermore, by increasing the length of the waist centerline, the hip region would not be drawn up. For improved comfort, $CoolMax^{(R)}$ was used as lining material for the armpit and back region to discharge swear promptly. Subjects and panels were asked to evaluate the sample garment that followed an ergonomic design and pattern. According to the results, the sample garment was evaluated more highly than the existing working uniform in appearance and motional flexibility. The field tests by three aircraft mechanics working in the Office of Forestry were also demonstrated that the sample garment was advanced in terms of motional flexibility and comfort.

Why Medical Professionalism Education? (왜 의학전문직업성 교육인가?)

  • Ban, Deok-Jin
    • Korean Medical Education Review
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    • v.14 no.1
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    • pp.1-6
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    • 2012
  • The idea that medicine itself imposes certain obligations upon the physician probably originated in Greece. It is Socrates in the fifth century BC who first discussed medical professionalism. Socrates said that no physician should seek the advantage of the physician but of the patient. For the physician was a ruler of bodies and not a money-maker. However, it is Hippocrates, the contemporary of Socrates and the Father of Medicine, who founded medical professionalism education and professional medical ethics. The professional spirit of Greek physicians is summed up in the magic phrase 'love of humanity.' In Epidemics I, Hippocrates expressed hope that physicians would help patients, or at least do them no harm. He also said, "Life is short; Art is long" in The Aphorisms. Here he described the reflective philosopher and the practiced physician. At once he sang the shortness of human life and the extent of the medical arts. Moreover, he made students swear by the gods that "I will keep pure and holy both my life and my art." The Oath can serve as a coherent starting point and organizing framework for medical professionalism education and professional medical ethics. We need to have an opportunity to employ this fascinating text in teaching medical professionalism and medical ethics. In this article, the author asserts that the Hippocratic Aphorism (Life is short; Art is long) and The Oath, the most famous work of the entire Hippocratic collection, should be used for medical professionalism education.

A Study on Appropriate Cutting Amount at the Waistline of Men's Jackets in Their 30's (30대 남성복 재킷 패턴 설계 시 허리선 절개분량에 관한 연구)

  • Kim, Myoung-Ok;Kim, Kyung-A
    • Fashion & Textile Research Journal
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    • v.17 no.6
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    • pp.996-1003
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    • 2015
  • This study aims to examine the effects of the cutting amount at the waistline on the jacket appearance evaluation and movement functionality, and to suggest a proper waistline cutting amount when designing the men's casual jacket for those in their 30's. The researchers prepared 4 kinds of experimental jackets varying the waistline cutting amount: 0.0cm, 0.5cm, 1.0cm, and 1.5cm. The results of the study are as follows: Regarding the front view appearance, the jacket with the 0.5cm cutting amount achieved the highest score (6 out of 9). On the side view and the back view, there was no meaningful difference. However, the jacket with 0.5cm cutting amount achieved the highest score (4 out of 5). On the other hand, on the movement functionality, there was small statistical difference; the 1.5cm experimental jacket received the highest score in the most areas. This is resulted because if the cutting amount was increased, equally with the V-zone area which gives room for movements. This result showed the difference from the previous research of men in their 20’s,where 0.0cm achieved the highest test score for both appearance and movement functionality. Therefore, this study suggests using the 0.5cm and 1.5cm for the waistline cutting amount; for the jacket appearance 0.5cm is the best while the 1.5cm is better for the movement.

A Study on Automatic Classification of Profanity Sentences of Elementary School Students Using BERT (BERT를 활용한 초등학교 고학년의 욕설문장 자동 분류방안 연구)

  • Shim, Jaekwoun
    • Journal of Creative Information Culture
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    • v.7 no.2
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    • pp.91-98
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    • 2021
  • As the amount of time that elementary school students spend online increased due to Corona 19, the amount of posts, comments, and chats they write increased, and problems such as offending others' feelings or using swear words are occurring. Netiquette is being educated in elementary school, but training time is insufficient. In addition, it is difficult to expect changes in student behavior. So, technical support through natural language processing is needed. In this study, an experiment was conducted to automatically filter profanity sentences by applying them to a pre-trained language model on sentences written by elementary school students. In the experiment, chat details of elementary school 4-6 graders were collected on an online learning platform, and general sentences and profanity sentences were trained through a pre-learned language model. As a result of the experiment, as a result of classifying profanity sentences, it was analyzed that the precision was 75%. It has been shown that if the learning data is sufficiently supplemented, it can be sufficiently applied to the online platform used by elementary school students.