• Journal of the Korean Data and Information Science Society
• /
• v.18 no.2
• /
• pp.315-326
• /
• 2007

The rapid proliferation of wireless networks and mobile computing applications has changed the landscape of network security. Anomaly detection is a pattern recognition task whose goal is to report the occurrence of abnormal or unknown behavior in a given system being monitored. This paper presents a dynamic anomaly detection scheme that can effectively identify a group of especially harmful internal masqueraders in cellular mobile networks. Our scheme uses the trace data of wireless application layer by a user as feature value. Based on the feature values, the use pattern of a mobile's user can be captured by rough sets, and the abnormal behavior of the mobile can be also detected effectively by applying a roughness membership function with both the age of the user profile and weighted feature values. The performance of our scheme is evaluated by a simulation. Simulation results demonstrate that the anomalies are well detected by the proposed dynamic scheme that considers the age of user profiles.

• Journal of Information Science Theory and Practice
• /
• v.2 no.3
• /
• pp.18-28
• /
• 2014

Reddit is a large user generated content (USG) website in which users form common interest groups and submit links to external content or text posts of user-created content. The web site operates on a voting system whereby registered users can assign positive or negative ratings to both submitted content and comments made to submitted content. While Reddit is a pseudonymous site, with users creating usernames but providing no biographical data, an informal survey posted to a large shared interest community yielded 734 responses including age and gender of users. This provided a large amount of contextual biographical data with which to analyse user profiles at the first level of Computer Mediated Discourse Analysis (CMDA), articulated by Susan Herring. The results indicate that older Reddit users both formulate more complex writing and enjoy more success when rated by other users. Gender data was incomplete and as such only tentative results could be proposed in that regard.

• Journal of the Korea Society of Computer and Information
• /
• v.23 no.6
• /
• pp.33-41
• /
• 2018

This study examined the work - family relationship of married women in the digital age centered on avoidance of childbirth. Married women 's age, education level, family members living together, work - family affects the avoidance of childbirth. Also, it is analyzed that similar childbirth avoidance phenomenon occurs in the result of the number of future children. Based on the results of the research, it can be suggested that the support of the family living together, the stable employment of married women, and the family-friendly incentive system will have a positive effect on childbirth.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2012.11a
• /
• pp.655-657
• /
• 2012

본 논문에서는 심도(Depth) 카메라로부터 실시간 획득한 RGBD 데이터에서 심도 정보 기반의 AAM(Active Appearance Models)과 나이 인식 알고리즘[1]을 통해 4 개의 AG(Age Group)으로 분류하는 실시간 얼굴 나이 인식 시스템(Real-time Facial Age Recognition System)을 설계한다. 기존의 AAM 을 이용한 실시간 얼굴 특징 추출은 평균 약 4.17%의 프레임 손실율을 보였으나, 심도 정보를 활용한 AAM 은 평균 약 0.43%의 프레임 손실율만을 보였다[5]. 본 논문에서는 심도 정보를 활용한 AAM과 병렬 처리 방법인 CUDA 를 결합하여 나이 특징을 추출하고, 실시간 시스템에 적용 가능하도록 나이 인식 알고리즘을 개선하여 실시간 나이 인식 시스템을 설계한다. 설계된 시스템은 1)머리 위치 추적, 2)얼굴 인식 및 특징점 추출, 3)나이 특징 추출, 4) 나이 특징 분석, 5) 나이 분류의 5 가지 단계를 통해 최종적으로 4 개의 AG 로 분류한다.

• Proceedings of the Korean Society of Computer Information Conference
• /
• 2022.01a
• /
• pp.153-154
• /
• 2022

본 논문에서는 역연령으로 구분되었던 기존 생물학적 성숙도에 기반한 체력 지표가 아닌 골성숙도를 활용한 생물학적 성숙도에 기반하여 유소년의 신체에 맞는 체계적인 운동을 추천하는 기법을 제안한다. 이를 통해 유소년의 성장기에 개인화된 운동능력 발달을 성취하게 함으로써 국민 체력 증진에 기여하고 체육 공교육 활성화 및 유소년 피트니스 관리 산업 발전에 도움이 될 것으로 기대한다.

• Journal of the Korean association of regional geographers
• /
• v.16 no.5
• /
• pp.590-609
• /
• 2010

The purpose of the study is to propose and evaluate Exploratory Spatial Data Analysis(ESDA) methods for examining age-specific population migration characteristics. First, population migration pyramid which is a pyramid-shaped graph designed with in-migration, out-migration, and net migration by age (or age group), was developed as a tool exploring age-specific migration propensities and structures. Second, various spatial statistics techniques based on local indicators of spatial association(LISA) such as Local Moran''s $I_i$, Getis-Ord ${G_i}^*$, and AMOEBA were suggested as ways to detect spatial dusters of age-specific net migration rate. These ESDA techniques were applied to age-specific population migration of Daegu Metropolitan City. Application results demonstrated that suggested ESDA methods can effectively detect new information and patterns such as contribution of age-specific migration propensities to population changes in a given region, relationship among different age groups, hot and cold spot of age-specific net migration rate, and similarity between age-specific spatial clusters.

• Allergy, Asthma & Respiratory Disease
• /
• v.6 no.6
• /
• pp.295-302
• /
• 2018

Purpose: It is thought that Mycoplasma pneumoniae infection is more prevalent and causes more severe pneumonia in school-age children and young adults than in preschool children; however, recent studies suggest that the infection may be underdiagnosed and more severe in preschool children. This study investigated the clinical characteristics of Mycoplasma pneumoniae pneumonia (MPP) and the risk factors of refractory MPP (RMPP) by age. Methods: We retrospectively reviewed the medical records of 353 children admitted due to MPP from January 2015 to December 2016. Demographics, clinical information, laboratory data and radiological findings were collected from all patients in this study. The patients were divided into 2 groups by the age of 6 years. Also, both preschool (< 6 years old) and school-age (${\geq}6$ years old) children were divided into RMPP and non-RMPP patients. Results: Total febrile days, febrile days before admission and the duration of macrolide antibiotic therapy were significantly longer in school-age children than in preschool children. School-age children had significantly greater risk of lobar consolidation (P=0.036), pleural effusion (P=0.001) and extrapulmonary complications (P=0.019). Necrotizing pneumonia and bronchiolitis obliterans tended to occur more frequently in preschool children than in school-age children. In both preschool and school-age children, lactate dehydrogenase (LDH) levels were significantly higher in RMPP patients than in non-RMPP patients. In preschool children, LDH > 722 IU/L (odds ratio [OR], 3.02; 95% confidence interval [CI], 1.44-6.50) and ferritin > 177 ng/mL (OR, 5.38; 95% CI, 1.61-19.49) were significant risk factors for RMPP, while LDH > 645 IU/L (OR, 4.12; 95% CI, 1.64-10.97) and ferritin > 166 ng/mL (OR, 5.51; 95% CI, 1.59-22.32) were so in school-age children. Conclusion: Clinical features of MPP were significantly different between preschool and school-age children. LDH and ferritin may be significant factors of RMPP in preschool and school-age children.

• Journal of Information Technology Applications and Management
• /
• v.22 no.2
• /
• pp.171-199
• /
• 2015

This study proposes the practical information security measures that help IT personnel of banks comply the information security policy. The research model of the study is composed of independent variables (clarity and comprehensiveness of policy, penalty, dedicated security organization, audit, training and education program, and top management support), a dependent variable (information security policy compliance intention), and moderating variables (age and gender). Analyses results show that the information security measures except 'clarity of policy' and 'training and education program' are proven to affect the 'information security policy compliance intention.' In case of moderating variables, age moderated the relationship between top management support and compliance intention, but gender does not show any moderating effect at all. This study analyzes information security measures based solely on the perception of the respondents. Future study may introduce more objective measurement methods such as systematically analyzing the contents of the information security measures instead of asking the respondents' perception. In addition, this study analyzes intention of employees rather than the actual behavior. Future research may analyze the relationship between intention and actual behavior and the factors affecting the relationship.

• Journal of the Korea Society of Computer and Information
• /
• v.11 no.5 s.43
• /
• pp.291-297
• /
• 2006

Enhancing Information Utilization Capability of the elderly is discussed in the level of nation due to the advent of information society and aging. Information divide of the elderly is wider compared with other age groups. It is necessary for the elderly to enhance information ability. Government was implementing the policy for narrowing information divide continually. Dual information divide is brought about by the character of the elderly such as status, economic factor, the level of education. Therefore not only continuous nation's policy but road map is needed for enhancing information utilization capability to computer and internet. Information divide of the elderly would be narrowed out of education, economy, earning, age through those ways.

• Korean Journal of Child Studies
• /
• v.31 no.4
• /
• pp.179-197
• /
• 2010

The present study investigated how mothers with infants and toddlers obtain information about parenting and examined the nature of maternal parenting knowledge in order to evaluate the quality of the information. The mothers' age and educational level were included in the analysis as a influential factor on parenting knowledge. Four hundred and twenty-nine mothers with infants and toddlers completed the questionnaires issued regarding the source and content of parenting information and parenting knowledge. The results indicated that the mothers with only one child preferred to utilize their friends and relatives as their primary source of information and the mothers with more than one child acquired parenting information from their own previous experience. Second, the subjects were most interested in acquiring information related to physical development and medical problems. Third, the main effects of all independent variables were found. In addition, the interactional effects between the educational level and source of parenting information for the mother with only one child and the interactional effects between age and source of parenting information for the mother with more than one child were determined as a result of this study. These results indicate that there are some high-risk groups when it comes to the acquisition of parenting knowledge and we suggest providing valid and reliable information to these most vulnerable groups.