• Title/Summary/Keyword: rank analysis

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Performance Analysis of a Korean Word Autocomplete System and New Evaluation Metrics (한국어 단어 자동완성 시스템의 성능 분석 및 새로운 평가 방법)

  • Lee, Songwook
    • Journal of Advanced Marine Engineering and Technology
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    • v.39 no.6
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    • pp.656-661
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    • 2015
  • The goal of this paper is to analyze the performance of a word autocomplete system for mobile devices such as smartphones, tablets, and PCs. The proposed system automatically completes a partially typed string into a full word, reducing the time and effort required by a user to enter text on these devices. We collect a large amount of data from Twitter and develop both unigram and bigram dictionaries based on the frequency of words. Using these dictionaries, we analyze the performance of the word autocomplete system and devise a keystroke profit rate and recovery rate as new evaluation metrics that better describe the characteristics of the word autocomplete problem compared to previous measures such as the mean reciprocal rank or recall.

Analysis and Improvement of Ranking Algorithm for Web Mining System on the Hierarchical Web Environment

  • Heebyung Yoon;Lee, Kil-Seup;Kim, Hwa-Soo
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2003.09a
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    • pp.455-458
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    • 2003
  • The variety of document ranking algorithms have developed to provide efficient mining results for user's query on the web environment. The typical ranking algorithms are the Vector-Space Model based on the text, PsgeRank and HITS algorithms based on the hyperlink structures and other several improvement algorithms. All these are for the user's convenience and preference. However, these algorithms are usually developed on then Horizontal and non-hierarchial web environments and are not suitable for the hierarchial web environments such as enterprise and defense networks. Thus, we must consider the special environment factors in order to improve the ranking algorithms. In this paper, we analyze the several typical algorithms used by hyperlink structures on the web environment. We, then suggest a configuration of the hierarchical web environment and also give the relations between agents of the web mining system. Next, we propose an improved ranking algorithm suitable to this kind of special environments. The proposed algorithm is considered both the hyperlink structures of the documents and the location of the user of the hierarchical web.

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The investigation of an age as a prognostic factor of breast cancer (유방암의 예후인자로서 젊은 연령에 대한 고찰)

  • No, Dong-Yeong
    • Journal of Korea Association of Health Promotion
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    • v.2 no.1
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    • pp.39-46
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    • 2004
  • Purpose:It has been known that the prognosis of a young woman's breast cancer is Poorer than the other woman However, the effect of age on the prognosis is not well-defined We performed this study to investigate age as a prognostic factor of breast cancer. Materials and Methods : A retrospective study was conducted for 3209 breast cancer patients who underwent operations in Department of Surgery, Seoul National University Hospital from January 1981 to December 2000. Patients were divided into two groups, young age(≤35) and old age(>35) groups. And tumor stage, histopathologic characteristics(such as histology, nuclear grade, histologic grade, hormonal receptor, etc), overall survival and disease free survival rates were compared between age groups. Results . The age ranged from 17 to 88 years. 396 patients(12.3%) were included in young age group(median=32) and 2813 Patients(87.7%) in old age group(median=47).There are more advanced stages and poor nuclear grades in young age group(p=0.000, p=0.003), By log-rank test, the young age group had poorer overall survival and disease free survival rates(p<0.05, p=0.0002). Although, the young age group had more advanced TMN stages(p=0.000) and poorer nuclear grade than the old age group(p=0.003) in multi variate analysis, the age was not a significant independent prognostic factor. (P=0.642)Conclusion: Our study showed that the age was not a significant independent prognostic factor.

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The Effects of Aerobic Exercise Therapy on Physical Functions in the Elderly (에어로빅 운동 프로그램이 노인의 신체적 기능에 미치는 효과)

  • Jung, Sook-Hee;Chung, Kyung-Hee
    • Research in Community and Public Health Nursing
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    • v.21 no.2
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    • pp.252-262
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    • 2010
  • Purpose: Designed to examine the effects of aerobic exercise therapy on elders' physical functions. Methods: Selected from an elderly welfare center in an agricultural district located in N City. Thirty seven elders were selected in the experimental group and 38 in the control group, and all the subjects aged over 65. Collected data were statistically analyzed by SPSS/PC 12.0 Win. Detailed data analysis methods were Chi-square, Fisher's exact test, Kolmogorov-Smirnov test, t-test, Mann-Whitney u-test, paired t-test, and Wilcoxon's rank sum test. Results: The first hypothesis "The experimental group who had the aerobic exercise therapy will have greater development in lower leg muscular strength compared to the control group" was supported (t=8.95, p<.001). The second hypothesis "Aerobic exercise therapy participants will show greater development in lower leg endurance" was supported (t=6.12, p<.001). The third hypothesis "Aerobic exercise therapy participants will show greater development in flexibility" was supported (U=49.00, p<.001). The forth hypothesis "Aerobic exercise therapy participants will show greater development in balance" was supported (U=322.00, p<.001). Conclusion: The aerobic exercise therapy showed positive effects on physical functions of the elderly in a rural area.

Effects of Community Based Participatory Obesity Intervention Program in Middle-Aged Women (중년 여성 대상의 지역사회 참여형 비만 중재 프로그램의 효과)

  • Kim, Hyun
    • Journal of Korean Public Health Nursing
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    • v.29 no.1
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    • pp.79-89
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    • 2015
  • Purpose: The aim of the study was to determine the effects of a community based participatory program in obese middle-aged women. Methods: One-group pretest-posttest design was used. The subjects were 35 middle-aged women. Data were collected at public health centers in Chungcheongnam-Do from March to May, 2013. To evaluate the effect of the program, physiological indexes(body mass index, skeletal muscle mass, body fat mass, visceral fat area) and health behavior indexes(dietary practice guidelines score, moderate physical activity, drinking frequency) were measured. Analysis was performed using a Wilcoxon Signed Rank Test. Results: After the program, physiological indexes (BMI, BFM, SMM, VFA) and health behavior indexes (dietary guidelines scores, frequency of physical activity, drinking frequency) were significantly improved. Conclusion: The community based participatory obesity program by public health centers is considered to be effective. Therefore, greater effort is needed for better participatory program development of several health promoting fields, and more research is needed in order to examine a continuous effect.

Convergence characteristics of Pythagorean winning percentage in baseball (야구 피타고라스 승률의 수렴특성)

  • Lee, Jangtaek
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.6
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    • pp.1477-1485
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    • 2016
  • The Pythagorean theorem for baseball based on the number of runs they scored and allowed has been noted that in many baseball leagues a good predictor of a team's end of season won-loss percentage. We study the convergence characteristics of the Pythagorean expectation formula during the baseball game season. The three way ANOVA based on main effects for year, rank, and baseball processing rate is conducted on the basis of using the historical data of Korean professional baseball clubs from season 2005 to 2014. We perform a regression analysis in order to predict the difference in winning percentage between teams. In conclusion, a difference in winning percentage is mainly associated with the ranking of teams and baseball processing rate.

The Selection of Roof Waterproofing Methods using the Analytic Hierarchy Process (AHP) Technique (AHP 기법을 활용한 지붕방수공법 선정에 관한 연구)

  • Choi, Oh-Young;Cho, Hong-Gyu;Kim, Gwang-Hee
    • Journal of the Korea Institute of Building Construction
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    • v.10 no.4
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    • pp.95-103
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    • 2010
  • The purpose of this study is to propose a decision-making technique for selecting waterproofing methods using the Analytic Hierarchy Process (AHP) technique. In this study, a questionnaire survey was given to a group of specialists, which included design specialists, construction specialists, and maintenance specialists, regarding their experience with roof waterproofing methods. The 1st level hierarchy of the questionnaire survey addressed the function, economics, and maintenance of each of the roof waterproofing methods. The rank of 13 items of questionnaire, which is the 2nd level hierarchy of the questionnaire survey, is calculated using Expert Choice Solution. The analysis of questionnaire survey shows that each specialist selects different roof waterproofing methods, and all specialists make much of waterproof performance.

Determinants of Induced Abortion among Married Women in Korean (우리나라 유배우 여성의 인공임신중절 결정요인)

  • 김설아;정우진;이선미;서문희
    • Health Policy and Management
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    • v.13 no.2
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    • pp.23-43
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    • 2003
  • The purpose of this study was to explore the determinants of induced abortions of married women in Korea, with focus on the socioeconomic factors including fertility behaviors and ideation regarding family values. Data from the 2000 Korea National Fertility Survey by Korea Institute of Health and Social Affairs were used for the research. In particular, the women´s fertility history from 1998 to 2000 was served as the main data for this study. Among 1,901 pregnancies in total, 1,612 pregnancy outcomes were selected for the final analysis. Chi-square test, Wilcoxon rank sum test and multivariate logistic regressions were employed to identify influential factors on induced abortions. According to the results, working women was more likely than those who did not work to terminate their pregnancy by an induced abortion. Women´s religion did not show any significant impact on an induced abortion. A pregnant woman already having more than or equal to two children was very likely to choose an induced abortion. Likewise, those in unwanted pregnancy showed high probability of induced abortions. However, contrary to what we believe, it turned out that the number of sons did not affect the choice of induced abortions.

An Analysis of Local Laws and Regulations Related to the Public Library: Focusing on Daejeon Metropolitan City (공공도서관 관련 자치법규 분석 - 대전광역시를 중심으로 -)

  • Yoon, Hye-Young
    • Journal of the Korean Society for Library and Information Science
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    • v.46 no.2
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    • pp.281-300
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    • 2012
  • This study suggests the basic data of the establishment and revision of local laws and regulations by analyzing the status and content of local laws and regulations related to public libraries focusing on Daejeon Metropolitan City. For this purpose, first, this study investigates the theoretical background of the type, nature, and procedure of establishing local laws and regulations. Secondly, this study analyzes the content of local laws and regulations related to public libraries classified into three parts, that is, metropolitan governments, local governments and school districts. Finally, this study points out the problems and solutions in relation to the structure of administration, the rank and position of library directors, and the organizations of public libraries.

The Role of Clinical Research Nurses at Regional Clinical Trials Centers (지역임상시험센터 임상연구간호사의 역할 구명)

  • Do, Seon-Ju
    • Journal of Korean Academy of Nursing Administration
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    • v.16 no.3
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    • pp.348-359
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    • 2010
  • Purpose: This study aimed to evaluate the performance of Clinical Research Nurses (CRNs) and the importance of their roles at the Regional Clinical Trial Centers (RCTCs). Method: A questionnaire focused on the role of CRNs was crafted by a researcher and the content validity was verified by a panel of experts on clinical research. The subjects of this study were 91 CRNs and Clinical Research Coordinators (CRCs), who were Korean registered nurses working at nine RCTCs. 77 subjects yielded valid data were analyzed using descriptive analysis, the Mann-Whitney U test, Spearman's rank order correlation coefficient, and Kruskal-Wallis test. Results: The performance of CRNs and the recognition in the importance of their roles were statistically significant different in age, education, CRN careers, positions, employment status and the phase of clinical trial. The role of direct caregiver was performed most often by CRNs. The role of coordinator of care and research (pre-study) was considered the most important role but performed the least frequent. Conclusions: The role of CRNs can easily be differentiated from CRCs who are not registered nurses. The domains of CRNs should be clearly identified and established. Moreover, research should be carried out on CRN training programs to cultivate competence in CRNs.