• Title/Summary/Keyword: Data Cleaning

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A Study on Urinary Incontinence Related Health Problems in Women above Middle Age in Rural Areas and Their Coping with the Problems (농촌 지역 중년기 이후 여성들의 요실금 관련 건강문제와 대처)

  • Kim, Chunmi;Lee, Hung Sa;Kim, Eun Man
    • Research in Community and Public Health Nursing
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    • v.24 no.3
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    • pp.368-376
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    • 2013
  • Purpose: The purpose of this study was to identify the current urinary incontinence states in women above middle age dwelling in rural areas and their coping with the problems. Methods: The participants were 261 women above middle age. Data were collected from February to May, 2012 using a structured questionnaire. The data were analyzed with the SPSS/WIN 20 program. Results: The frequency of urinary incontinence in women above middle age was 45.4%. There were significant differences in urinary incontinence due to age, education, job status, frequency of delivery, and menstrual status. And, there were significant relations among urinary symptoms, difficulty of ADL, incontinence stress and depression. Frequently used coping-methods with urinary incontinence were washing frequently in order to avoid awful smell, paying attention to perineal cleaning, and going to restroom frequently. Conclusion: Community nurses who are in charge of primary health care ought to assess urinary incontinence and develop a urinary incontinence program that includes psychological and social factors.

Efficient Similarity Joins by Adaptive Prefix Filtering (맞춤 접두 필터링을 이용한 효율적인 유사도 조인)

  • Park, Jong Soo
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.4
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    • pp.267-272
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    • 2013
  • As an important operation with many applications such as data cleaning and duplicate detection, the similarity join is a challenging issue, which finds all pairs of records whose similarities are above a given threshold in a dataset. We propose a new algorithm that uses the prefix filtering principle as strong constraints on generation of candidate pairs for fast similarity joins. The candidate pair is generated only when the current prefix token of a probing record shares one prefix token of an indexing record within the constrained prefix tokens by the principle. This generation method needs not to compute an upper bound of the overlap between two records, which results in reduction of execution time. Experimental results show that our algorithm significantly outperforms the previous prefix filtering-based algorithms on real datasets.

Association between sealants and caries assessed using the Seventh Korea National Health and Nutrition Examination Survey (KNHANES) (치아홈메우기와 치아우식과의 연관성 분석: 제7기 국민건강영양자료조사 이용)

  • Park, Eun Young;Kim, Eun-Kyong
    • Journal of Korean society of Dental Hygiene
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    • v.22 no.5
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    • pp.347-354
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    • 2022
  • Objectives: This study aimed to evaluate the relationship between pit and fissure sealants of the molars, and caries prevalence and experience to assess the effect of sealants on caries prevention. Methods: Data from 16,119 people were extracted from the seventh Korean national health and nutrition examination survey, which was conducted from 2016 to 2018. Demographic, socioeconomic, oral health-related behavioral, and oral examination survey data were collected as independent variables. SAS statistics for complex samples and multiple logistic regression analysis (Windows ver. 9.4) was used for the statistical analyses. Results: Caries prevalence and experience were significantly associated with age, sex, daily toothbrushing frequency, interdental cleaning, and having molar sealant. Multiple logistic regression analysis revealed a significant association between having molar sealants and the caries prevalence and experience among participants under 30 years of age after adjusting socio-economic variables and toothbrushing-related factors. Conclusions: This study confirmed the effect of molar sealants on caries prevention in Korea. Our results support that the application of molar sealants in children, adolescents, and young individuals is effective in preventing caries.

Analyzing the relationship between Sports Commitment and Behavioral Intention of Sports Wearable Devices through UTAUT Model (UTAUT 모델을 통한 여가스포츠 참여자의 스포츠몰입과 웨어러블 디바이스 수용 간의 관계)

  • Chun, Sung Bum;Lim, Jin Sun;Lee, Chul Won
    • 한국체육학회지인문사회과학편
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    • v.55 no.5
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    • pp.291-306
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    • 2016
  • The purpose of this study was to verify the relationship between Sports commitment and Behavioral intention of wearable device among sports participants through UTAUT model. Convenience sampling was conducted and 239 questionnaires from various sports participants were analyzed after data cleaning. SPSS ver 21 and AMOS 20.0 software were used to anayze the collected data. As a result, first, the main 4 factors of UTAUT had positive effect on Behavioral intention and Use behavior but Sports commitment was not statistically related to Behavioral intention. Second, the full mediation effect of UTAUT main factors between Sports commitment and Behavioral intention were verified.

The Role and Necessity of Public Health Services in a Remote Area

  • Lee-Seung KWON
    • Journal of Wellbeing Management and Applied Psychology
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    • v.6 no.4
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    • pp.63-68
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    • 2023
  • Purpose: This study aims to investigate the national obligation of public health support for residents in medically vulnerable areas in Korea, and to propose a suitable model for public health institutions in this region. Research design, data, and methodology: A survey targeting residents was conducted from August 10 to August 17, 2021, with a sample size of 177 general citizens. The survey utilized a structured questionnaire administered online through Google, employing convenience random sampling. After an editing process to ensure data accuracy, the final dataset of 174 valid samples underwent encoding, coding, and cleaning using the IBM SPSS Statistics 22.0 program for analysis. Results: Health status revealed a moderate level, and 63.8% reported having chronic diseases, particularly prevalent among the elderly. External healthcare institutions were commonly utilized, with proximity and competence of doctors being primary reasons. Respondents expressed a need for improving the public health and medical system, emphasizing the establishment of a County Health Centre and expanding medical departments. Conclusions: In this region, the region's unique challenges, including education, employment, population decline, aging, and transportation, require multidimensional efforts and urgent intervention by public entities. Long-term strategies involve considering the establishment of a health and medical institute, adjusting health centre resources to local realities, and fostering a cooperative system for collaboration among residents and institutions.

Using multi-sensor for Development of Multiple Occupants' Activities Classification Model Based on LSTM (다중센서를 활용한 LSTM 기반 재실자 행동 분류 모델 개발)

  • Jin Su Park;Chul Seung Yang;Kyung-Ho Kim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.6
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    • pp.1065-1071
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    • 2023
  • In this paper discuss with research developing an LSTM model for classifying the behavior of occupants within a residence. The multi-sensor consists of an IAQ (Indoor Air Quality) sensor that measures indoor air quality, a UWB radar that tracks occupancy detection and location, and a Piezo sensor to measure occupants' biometric information, and collects occupant behavior data such as going out, staying, cooking, cleaning, exercise, and sleep by constructed an experimental environment similar to the actual residential environment. After the data with removed outliers and missing, the LSTM model is used to calculate accuracy, sensitivity, specificity of the occupant behavior classification model, T1 score.

A Study on Social Perception of Young Children with Disabilities through Social Media Big Data Analysis (소셜 미디어 빅데이터 분석을 통한 장애 유아에 대한 사회적 인식 연구)

  • Kim, Kyoung-Min
    • Journal of the Korea Convergence Society
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    • v.13 no.2
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    • pp.1-12
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    • 2022
  • The purpose of this study is to identify the social perception characteristics of young children with disabilities over the past decade. For this purpose, Textom, an Internet-based big data analysis system was used to collect data related to young children with disabilities posted on social media. 50 keywords were selected in the order of high frequency through the data cleaning process. For semantic network analysis, centrality analysis and CONCOR analysis were performed with UCINET6, and the analyzed data were visualized using NetDraw. As a result, the keywords such as 'education, needs, parents, and inclusion' ranked high in frequency, degree, and eigenvector centrality. In addition, the keywords of 'parent, teacher, problem, program, and counseling' ranked high in betweenness centrality. In CONCOR analysis, four clusters were formed centered on the keywords of 'disabilities, young child, diagnosis, and programs'. Based on these research results, the topics on social perception of young children with disabilities were investigated, and implications for each topic were discussed.

Uncertainties of ionic species in snowpit samples determined with ion chromatography system (이온크로마토그래피 시스템을 이용한 눈 시료의 이온성분 측정자료의 불확도 산출)

  • Hong, Sang-Bum;Hur, Soon-Do;Kim, Sun-Mee;Hong, Sungmin;Chung, Ji-Woong;Kang, Namgoo;Kang, Chang-Hee
    • Analytical Science and Technology
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    • v.25 no.6
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    • pp.350-363
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    • 2012
  • To determine ionic species in snowpit samples using ion chromatography system, we described the performance of ion chromatography(IC) system, cleaning method of bottle, and interference by filtering procedure. The limit of detection, reproducibilities, and accuracies determined with BCR$^{(R)}$-408 were 0.01-0.26 ${\mu}g$/L, 0.4-17.4%, 4.5-12.0% for cations and 0.02-0.26 ${\mu}g/L$, 0.1-27.6%, 1.3-5.6% for anions, respectively. Lab blank test for sample bottle indicated that $CH_3CO_2{^-}$, $HCO_2{^-}$, and $NH_4{^+}$ can be easily contaminated in the lab environment. The positive interferences of $NO_3{^-}$ were partly attributed to the cleaning method of bottle. The filtering of melted snow sample should be carefully applied because it can positively affect the concentration levels of some ionic species. Finally, this method was applied to measure ionic species in snowpit samples from the upward area near NEEM camp and the uncertainties of measurement data of $F^-$ were also estimated.

Mounting Time Reduction and Clean Policy using Content-Based Block Management for NAND Flash File System (NAND 플래시 파일 시스템을 위한 내용기반 블록관리기법을 이용한 마운트 시간 감소와 지움 정책)

  • Cho, Wan-Hee;Lee, Dong-Hwan;Kim, Deok-Hwan
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.46 no.3
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    • pp.41-50
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    • 2009
  • The flash memory has many advantages such as low power consumption, strong shock resistance, fast I/O and non-volatility. And it is increasingly used in the mobile storage device. Many researchers are studying the YAFFS, NAND flash file system, which is widely used in the embedded device. However, the existing YAFFS has two problems. First, it takes long time to mount the YAFFS file system because it scans whole spare areas in all pages. Second, the cleaning policy of the YAFFS does not consider the wear-leveling so that it cannot guarantee the duration of data completely. In order to solve these problems, this paper proposes a new content-based YAFFS that consists of a mounting time reduction technique and a content-cleaning policy by using content-based block management. The proposed method only scans partial spare areas of some special pages and provides the block swapping which enables the wear-leveling of data blocks. We performed experiments to compare the performance of the proposed method with those of the JFFS2 system and YAFFS system. Experimental results show that the proposed method reduces the average mounting time by 82.2% comparing with JFFS2 and 42.9% comparing with YAFFS. Besides, it increases the life time of the flash memory by 35% comparing with the existing YAFFS whereas no overheat is added.

A Study for the Development of Standardized Management Manuel in Sanhujoriwon - Centered on the Management of Women & Newborn - (산후조리원의 표준화 관리 지침을 위한 연구 - 산모와 신생아 관리현황을 중심으로 -)

  • Jung, Eun-Sil;Yoo, Eun-Kwang
    • Women's Health Nursing
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    • v.8 no.2
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    • pp.301-313
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    • 2002
  • The purpose of this study was to develop the frame for standardized manual for Sanhujoriwon by finding out the status of the management of women & newborn in Sanhujoriwon, like postpartum care center. The subjects were 95 staffs of 22 Sanhujoriwon agreed on oral consent, in Seoul and Bundang, Korea. Data were collected from Sep. 15 to Oct. 24, 2001. The instrument used for this study was a structured questionnaire consisted of 16 items of general characteristics & educational characteristics about postpartum care, 31 items of degree of management of women's postpartum care (Cronbach's $\alpha$.93 ), 24 items of degree of management of newborn's care(Cronbach's $\alpha$.94 ), 10 items of methods of management of women's postpartum care, 8 items of methods management of newborn's care. The data were analyzed by the SPSS/PC+ program using frequency, percentage, mean, standard deviation, t-test, ANOVA and Pearson correlation coefficient. The results of the study were as follows ; 1. The mean of the degree of management for postpartum women was 4.1. The mean score for the degree of management of general postpartum care for women was 4.00 & traditional postpartum care(Sanhujori) was 4.20. The degree of management of traditional postpartum care was higher than general postpartum care for women. 2. The degree of management for newborn : The mean score for the degree of management of newborn was 4.37. 3.There was a strong positive correlation between general postpartum care and traditional postpartum care($r=.744^{**}$), and postpartum mother care and newborn care($r=.798^{**}$). 4.The basic frame for the management of the women and newborn in Sanhujoriwon. 1) For women: Integrated postpartal care Physical management : Vital sign & BP check, contraction of uterus, form and amount of lochia, management of personal hygiene, management of breast & breast-feeding, management of postpartum exercise, prevention of infection, symptom & sign of high risk and prevention & management of high risk condition; Emotional-psychological management: assessment and management of mother-baby attachment, emotional state; Educational management : education of vaccination schedule, urinary incontinence, rearing infant, breast-feeding ; and Environmental management : temperature, humidity, disinfection, cleaning, light, infection control integrated with 6 principles of Sanhujori. 2) For newborn Physical management : check of vital sign, management of umbilical cord, jaundice, prevention of infection, management of diaper rash; Emotional-psychological management : assessment of sleep, crying, activity, response of mother-baby attachment; and Environmental management : temperature, humidity, disinfection, cleaning, light, infection control integrated with 6 principles of Sanhujori. In conclusion Sanhujoriwon must be health care center for the postpartum women and newborn. Therefore, the establishment of various laws and regulations in such a way to meet the realistic needs of Sanhujoriwon as a health care center for women and infants future health should be done. The standardized management manual based on the results is absolutely required above all.

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