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Outlier Detection Techniques for Biased Opinion Discovery (편향된 의견 문서 검출을 위한 이상치 탐지 기법)

  • Yeon, Jongheum;Shim, Junho;Lee, Sanggoo
    • The Journal of Society for e-Business Studies
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    • v.18 no.4
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    • pp.315-326
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    • 2013
  • Users in social media post various types of opinions such as product reviews and movie reviews. It is a common trend that customers get assistance from the opinions in making their decisions. However, as opinion usage grows, distorted feedbacks also have increased. For example, exaggerated positive opinions are posted for promoting target products. So are negative opinions which are far from common evaluations. Finding these biased opinions becomes important to keep social media reliable. Techniques of opinion mining (or sentiment analysis) have been developed to determine sentiment polarity of opinionated documents. These techniques can be utilized for finding the biased opinions. However, the previous techniques have some drawback. They categorize the text into only positive and negative, and they also need a large amount of training data to build the classifier. In this paper, we propose methods for discovering the biased opinions which are skewed from the overall common opinions. The methods are based on angle based outlier detection and personalized PageRank, which can be applied without training data. We analyze the performance of the proposed techniques by presenting experimental results on a movie review dataset.

Exploration on Modern People's Emotion regarding Abolition of Racing Model (레이싱 모델 폐지에 관한 현대인의 감성 탐색)

  • Jung, Sang-Pil
    • Journal of Digital Convergence
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    • v.18 no.11
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    • pp.571-579
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    • 2020
  • The purpose of the study was to explore modern people's emotion regarding sex commercialization related to the abolition of grid girl. To collect data, based on 'reply journalism', this study collected 15 blogs, 10 online cafe contents, 1 youtube video clip, and 364 replies associated with the three online contents. To analyze the data, interpretive text analysis was utilized and the following results were obtained. As results, the analysis on the replies shows that the most strong emotion of the modern people regarding the abolition of grid girl is anti-feminism that includes hatred toward feminists and even females, criticism on feminism, and notion of 'women's enemy is women themselves'. In addition, sympathy toward racing models who lost their jobs, requirement of same abolition to the people with similar occupations, spatial separation between men and women, and consent on the abolition of racing models were found. Unlike the feminists' emotion regarding sex commercialization and racing models, modern people's emotion was different from them. Rather, ordinary people have doubted and even criticized on the rationales of feminism. Unlike feminists' notion about sex commercialization of racing models, these results imply that social image of racing models has changed and wish their position is respected as an ordinary occupation, without issues of sex commercialization.

Development and Effectiveness of a Smoking Preventive Program for Elementary Students (초등학생을 위한 흡연예방 프로그램의 개발 및 효과에 관한 연구)

  • Lee, Eun-Hye;Kim, Il-Ok
    • The Journal of Korean Academic Society of Nursing Education
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    • v.9 no.2
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    • pp.264-275
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    • 2003
  • The purpose of this study were to develop a smoking preventive education program for elementary students and evaluate it's effectiveness. This study was a quasi experimental study under the nonequivalent control group with pretest-posttest design. The subjects of this study were 62 who are attending elementary school(31 for each group), 2 different district elementary school. The subjects were matched by grade, similar in anti-smoking educational background of smoking, as well as their residence and income level of their families. The instruments used in this study was 18 criterion referenced test items modeled by Dick & Carey that were developed by researchers for evaluating the subjects' knowledge and attitude about smoking. A pretest was administered a week before treatment The program given to the experimental group is composed of the texts explaining the poisonous substances in tobacco, social and cultural harmfulness of smoking to the body and psychology, indirect smoking, smoking of pregnant women, motives of smoking, refusal skills of smoking; and for the subjects' understanding and the better results of study - pictures, role play, discussion, text through computer based multi-media, puzzle searching for hidden pictures, cross-word puzzle, and finally compensation. The data were collected for 50 days form mid- September to the end of October in the year of 2000, composed of formative evaluation, pre-test and summative evaluation via 2 sessions. Accordingly, the collected data were analysed by t-test, paired t-test, repeated measure ANOVA by the SAS program. This research summarize the findings as follows; 1. There was a significant difference in knowledge between the experimental group(after 1 wks t=10.4680, p=.0001; after 4 wks t= 9.310, p=.0001) and control group(after 1 wks t=0.0420, p= .9669; after 4 wks t= -0.378 p=.7079) in between the results of 1 and 4 week after education in summative evaluation (F=27.45, P=.0001). 2. There was non statistical significant difference in attitude between the experimental group (after 1 wks t=1.2292, p=0.2286 ; after 4 wks t=1.330, p=0.1935) and control group (after 1 wks t=0.1819, p=0.8569 ; after 4 wks t=0.2970, p=0.7685) in between the results of 1 and 4 week after education in summative evaluation(F=0.71, P=0.494). To sum up, the statistics of conclusive analysis evaluative for the children under school age of the 'knowledge acquisition' about smoking harmfulness. On the other hand, as there was already sound attitude about smoking, the evaluation of attitude was non significant difference between control group and experimental group, just there was partially significant difference.

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Exploring Epistemological Features Presented in Texts of Exhibit Panels in the Science Museum (과학관의 전시 패널 글에 반영된 과학의 인식론적 측면 탐색)

  • Lee, Sun-Kyung;Shin, Myeong-Kyeong;Lee, Gyu-Ho;Choi, Chui-Im;Baek, Doo-Sung;Chung, Kwang-Hoon;Yu, Man-Sun;Kim, Sun-Ja;Son, Sung-Keun;Choi, Hyun-Sook;Lee, Kang-Hwan;Lee, Jeong-Gu
    • Journal of the Korean earth science society
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    • v.32 no.1
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    • pp.124-139
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    • 2011
  • This study was to explore epistemological features presented in texts of exhibit panels in the science museum located in Gyeonggi Province. Out-of-school or daily experiences allow more properly and potentially students to form informative science image, because the understandings of scientific epistemology were constructed tacitly through various experiences over a long period of time. The target for this study was panel texts of exhibits in a science museum as an of out-of-school context. The analytical framework was adopted from epistemological frameworks by Ryder et al. (1999). The research results were explored in the categories of relationship between scientific knowledge claims and the data, the nature of lines of scientific enquiry, and social dimension of science. It revealed that one exhibit might reflect the characteristics of one epistemological position: relating one data to one knowledge claim; generating knowledge claim from scientists' individual interests or from discipline's internal epistemology; scientists working as a community or an institution. Findings suggested that the exhibits of a science museum including panel texts and medium need to reflect the wide ranges of scientific epistemology.

A Descriptive Study on the Tuberculosis Mortality in a Tuberculosis-Centered Hospital (한 결핵전문병원의 입원 결핵환자 사망에 대한 기술통계학적 고찰)

  • Kim, Soo-Young;Byun, Joo-Nam;Choi, Jin-Su
    • Tuberculosis and Respiratory Diseases
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    • v.40 no.5
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    • pp.595-601
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    • 1993
  • Background: Today, tuberculosis continues as an important cause of death in Korea despite the effective treatment and prevention. So we have studied charicteristic distribution of death by pulmonary tuberculosis through epidemiologic survey. Subjects and Method: The mortality data were obtained from 684 pulmonary tuberculosis cases who died in a tuberculosis-centered hospital in Seoul during the period of 5 years from 1986 to 1990. In order to estimate the distribution of death by tuberculosis, t-test and $x^2$-text were performed on the data. Results: 1) 19.9% of patients died among the total 3,441 hospitalized pulmonary tuberculosis cases during 5 years. 2) In distribution of sex and age, male death occupies 81% of total death. Significantly high proportions of younger female death (under 40 years-old) were also observed. 3) In terms of medical security status, medical assistance group occupies 42.3% of medical insurance group while the non-security group also occupies 11.8% of total death. 4) Treatment interruption was observed in 78% of total death. Conclusion: Special attention should be given to the identification, management and follow up of high risk group in nationwide tuberculosis control program.

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Design and Implementation of Physical Distribution Management System Using RFID and GPS (RFID와 GPS를 활용한 물류 관리 시스템 설계 및 구현)

  • Hur, Dae-Cheol;Lee, Ki-Young
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2007.10a
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    • pp.441-444
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    • 2007
  • In present, physical distribution industry fields are offering more convenient services using RFID, but there is plenty of room for improvement. And then, utilizing advantages of RFID which quick and simple manages goods and GPS which gets information of position at the present, we implemented a physical distribution management system can manages the information for distribution process of goods easier. We can get much information that the number of loaded goods, the data of goods, the state of distribution, whether or not missing, etc. as attached a RFID reader to the truck. and when truck is moving, we can also obtain much information consumer want that the real time data of position, distribution routes, etc. for loaded goods as received a latitude and longitude from GPS. These information have recorded, managed, and linked Google map, we can grasp the distribution information of goods on World Wide Web service. Because this service is focus on the image not the text can give the information required by the consumer on visual, it is different from the existing service. At this point of time that the RFID and GPS have used in overall industry, If these services have researched and developed with transportation, tour, etc. industry as well as physical distribution, it is possible to utilize more widely.

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Manufacture of 3-Dimensional Image and Virtual Dissection Program of the Human Brain (사람 뇌의 3차원 영상과 가상해부 풀그림 만들기)

  • Chung, M.S.;Lee, J.M.;Park, S.K.;Kim, M.K.
    • Proceedings of the KOSOMBE Conference
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    • v.1998 no.11
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    • pp.57-59
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    • 1998
  • For medical students and doctors, knowledge of the three-dimensional (3D) structure of brain is very important in diagnosis and treatment of brain diseases. Two-dimensional (2D) tools (ex: anatomy book) or traditional 3D tools (ex: plastic model) are not sufficient to understand the complex structures of the brain. However, it is not always guaranteed to dissect the brain of cadaver when it is necessary. To overcome this problem, the virtual dissection programs of the brain have been developed. However, most programs include only 2D images that do not permit free dissection and free rotation. Many programs are made of radiographs that are not as realistic as sectioned cadaver because radiographs do not reveal true color and have limited resolution. It is also necessary to make the virtual dissection programs of each race and ethnic group. We attempted to make a virtual dissection program using a 3D image of the brain from a Korean cadaver. The purpose of this study is to present an educational tool for those interested in the anatomy of the brain. The procedures to make this program were as follows. A brain extracted from a 58-years old male Korean cadaver was embedded with gelatin solution, and serially sectioned into 1.4 mm-thickness using a meat slicer. 130 sectioned specimens were inputted to the computer using a scanner ($420\times456$ resolution, true color), and the 2D images were aligned on the alignment program composed using IDL language. Outlines of the brain components (cerebrum, cerebellum, brain stem, lentiform nucleus, caudate nucleus, thalamus, optic nerve, fornix, cerebral artery, and ventricle) were manually drawn from the 2D images on the CorelDRAW program. Multimedia data, including text and voice comments, were inputted to help the user to learn about the brain components. 3D images of the brain were reconstructed through the volume-based rendering of the 2D images. Using the 3D image of the brain as the main feature, virtual dissection program was composed using IDL language. Various dissection functions, such as dissecting 3D image of the brain at free angle to show its plane, presenting multimedia data of brain components, and rotating 3D image of the whole brain or selected brain components at free angle were established. This virtual dissection program is expected to become more advanced, and to be used widely through Internet or CD-title as an educational tool for medical students and doctors.

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Status and Demand Continuing Education of the EMTs of the Korean Fire Department (119 구급대원 보수교육 실태 및 요구)

  • Kim, Ja-Young
    • The Korean Journal of Emergency Medical Services
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    • v.14 no.2
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    • pp.13-24
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    • 2010
  • Objective : The purpose of this study is to understand the status of continuing education of the EMTs of the Korean fire department, to identify demand of them for content, method, and forms of the education, and to present basic data for developing more efficient, effective continuing education programs. Methods : The subjects of this study were 850 of the EMTs of the Korean fire department who work for fire stations located in Seoul and part of Gyeonggi-do and directly provide critical care in the field. The data was collected between February 8 and 28, 2010. Using SPSS 17.0 program, we obtained frequencies percentages, means, and standard deviations, and performed independent two sample t-test, one way ANOVA, and Cronbach's ${\alpha}$. Results : 1) As for status of the existing continuing education for of the EMTs of the Korean fire department, in general, the hour of each education was "less than four hours" (51.2%), the instructors of the education were "doctors" (65.2%), the method of the education was "lecture" (83.3%), the material for the education was "educational materials and slides" (97.2%), and the results from the education were "not helpful in job" (55.1%). 2) The effects of the EMTs of the Korean fire department were mean 2.44(${\pm}.51$), the ability was mean 2.40(${\pm}.50$), and the attitude was mean 2.49(${\pm}.57$) points. 3) As for the demands of the EMTs of the Korean fire department on the next continuing education, they preferred "the advanced cardiac life support(ACLS)" ($2.64{\pm}.62$) most in subject content, "investigating the demands of 119 emergency medical technicians annually" (44.1%) in methods to select subjects of the continuing education, "doctors and professors of Department of Emergency Medical Technology" in instructors of the education (190 persons, or 39.9%), "lectures with practices" in methods of the education (30.1%), and "One per year" (41.6%) and "less than four hours" (67.2%) in the period and hours of the text continuing education they hope. Conclusion : The continuing education for the EMTs of the Korean fire department conducts without accepting the demands of the technicians, In planning of the next continuing education, the results of this study suggest that it is needed to develop more various and professional educational program by active acquisition of the demands of the technicians.

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Influential Factors on Text Readability of Self-guided Interpretive Signs (자기안내식(自己案內式) 해설판(解說板) 글자의 가독성(可讀性)에 영향(影響)을 미치는 요인(要因)들)

  • Kim, Sang-Oh
    • Journal of Korean Society of Forest Science
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    • v.94 no.6
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    • pp.362-369
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    • 2005
  • Readability, an indicator measuring the easiness of reading letters, is an important element that determines the communicative effectiveness of self-guided signs. This study examined how the letter design elements of self-guided signs influence on readability to provide basic information for more effective sign designs. Data were collected from August to November of 2003 at a self-guided trail of Naejangsan National Park, Korea. A total of 375 subjects participated in the questionnaire survey, and 94.7% of them were used for data analysis. Among the total of 19 attributes, five attributes such as number of letters, number of type styles, ratio of picture area on the signs, space between letters, type size influenced on readability. These five attributes explained 50.0% of the variation in readability. The number of letters was the most influential attributes on readability, followed by the number of type styles, ratio of picture area on the signs, space between letters, and type size. The effectiveness of signs may be efficiently increased by managing these five major attributes with more concern.

A Strategy To Reduce Network Traffic Using Two-layered Cache Servers for Continuous Media Data on the Wide Area Network (이중 캐쉬 서버를 사용한 실시간 데이터의 좡대역 네트워크 대역폭 감소 정책)

  • Park, Yong-Woon;Beak, Kun-Hyo;Chung, Ki-Dong
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.10
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    • pp.3262-3271
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    • 2000
  • Continuous media objects, due to large volume and real-time consiraints in their delivery,are likely to consume much network andwidth Generally, proxy servers are used to hold the fiequently requested objects so as to reduce the network traffic to the central server but most of them are designed for text and image dae that they do not go well with continuous media data. So, in this paper, we propose a two-layered network cache management policy for continuous media object delivery on the wide area networks. With the proposed cache management scheme,in cach LAN, there exists one LAN cache and each LAN is further devided into a group of sub-LANs, each of which also has its own sub-LAN eache. Further, each object is also partitioned into two parts the front-end and rear-end partition. they can be loaded in the same cache or separately in different network caches according to their access frequencics. By doing so, cache replacement overhead could be educed as compared to the case of the full size daa allocation and replacement , this eventually reduces the backbone network traffic to the origin server.

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