• Journal of Internet Computing and Services
• /
• v.20 no.1
• /
• pp.17-24
• /
• 2019

Since the information of $4^{th}$ Industrial Revolution is introduced in WEF (World Economic Forum) in 2016, IoT, AI, Big Data, 5G, Cloud Computing, 3D/4DPrinting, Robotics, Nano Technology, and Bio Engineering have been rapidly developed as business applications as well as technologies themselves. Among the diverse business applications for IoT, wearable devices are recognized as the leading application devices for final customers. This longitudinal study is compared to the results of the 1st study conducted to identify customer needs of activity trackers, and links the identified users' needs with the well-known marketing frame of marketing mix. For this longitudinal study, a survey was applied to university students in June, 2018, and ANOVA were applied for major variables on usable features. Further, potential customer needs were identified and visualized by Word Cloud Technique. According to the analysis results, different from other high tech IT devices, activity trackers have diverse and unique potential needs. The results of this longitudinal study contribute primarily to understand usable features and their changes according to product maturity. It would provide some valuable implications in dynamic manner to activity tracker designers as well as researchers in this arena.

• Journal of the Korean Society for Library and Information Science
• /
• v.52 no.4
• /
• pp.179-194
• /
• 2018

The purpose of this study is to discuss the application of the Latent Growth Model to measure the outcomes of public library. For outcome measurements, library circulation data were collected to identify longitudinal changes of library users' reading habit. The latent growth model was applied to statistically test the changes over time. The circulation data of 95,962 users registered in some public libraries in Seoul, ranged between 2010 and 2015, were analyzed using unconditional model, conditional model, and growth mixture model which all are called the latent growth model. The results show that the intercept of the model is 4.19 and the slop is 0.24 in the linear growth model. The gender difference in two latent variables including intercept and slop was a shade difference. The result from the growth mixture model analysis, additionally indicates that the number of books checked out by children under age 10 is rapidly increased. The application of the latent growth model in library fields is expected to widely spread out for the longitudinal data analysis.

• Journal of the Korea Institute of Information Security & Cryptology
• /
• v.22 no.6
• /
• pp.1315-1324
• /
• 2012

Security visualization is a form of the data visualization techniques in the field of network security by using security-related events so that it is quickly and easily to understand network traffic flow and security situation. In particular, the security visualization that detects the abnormal situation of network visualizing connections between two endpoints is a novel approach to detect unknown attack patterns and to reduce monitoring overhead in packets monitoring technique. However, the session-based visualization doesn't notice a difference between normal traffic and attacks that they are composed of similar connection pattern. Therefore, in this paper, we propose an efficient session-based visualization method for analyzing and detecting between normal server activities and attacks by using the IP address splitting and port attributes analysis. The proposed method can actually be used to detect and analyze the network security with the existing security tools because there is no dependence on other security monitoring methods. And also, it is helpful for network administrator to rapidly analyze the security status of managed network.

• Electronics and Telecommunications Trends
• /
• v.20 no.6 s.96
• /
• pp.77-86
• /
• 2005

인터넷, HDTV, VoD 등 통신 및 방송 수요의 증가에 따라 가입자망까지 광섬유를 포설하는 이른바 FTTH의 구현이 현실화되고 있다. 광가입자망 기술은 전달망과 가입자간을 연결하기 위한 전송(선로종단, 망종단) 장치와 전송매체 등의 설비로 구성되며, 고속 액세스 전송은 일반적으로 가입자에게 수 Mb/s 사용대역을 제공하는 기술을 말하는 것이다. 특히 가입자망에서 수백 Mb/s 이상의 가입자 사용 대역을 제공할 수 있는 것은 광통신 기술만이 가능하다. 세계적으로 광가입자망의 구축은 이미 2002년부터 시작되어 미국의 경우 SBC, Verizon을 중심으로 FTTx 서비스를 시작하여 2005년5월 현재 37개 주의 217곳에서 서비스가 진행중이며 일본의 경우 e-Japan Project로2007년까지 FTTH 천만 가입자를 목표로 2004년 말에 이미 200만 가입자를 돌파하는 등 광가입자망 분야에서는 세계적으로 가장 앞서가고 있는 실정이다. 한국의 경우전세계적으로 초고속 인터넷 보급률 1위로 기존의 VDSL에 의한 초고속 전송망이 이미 미국, 유럽 등의 광가입자망 대역폭과 근접한 속도를 보이고 있어 FTTH 구축은 오히려 늦어지고 있는 실정이다. 그러나 향후 방송/통신 융합 등 급격히 늘어날 대역폭요구를 수용하기 위해서는 광가입자(FTTH) 기술로의 전개가 필수적이고 이를 수용할수 있는 광가입자망 기술에 대해 살펴 본다.

• Annual Conference on Human and Language Technology
• /
• 2020.10a
• /
• pp.145-150
• /
• 2020

최근 음성인식 분야에서 신경망 기반의 종단간 모델이 제안되고 있다. 해당 모델들은 음성을 직접 입력받아 전사된 문장을 생성한다. 음성을 직접 입력받는 모델의 특성상 데이터의 품질이 모델의 성능에 많은 영향을 준다. 본 논문에서는 이러한 종단간 모델의 문제점을 해결하고자 음성인식 결과를 후처리하기 위한 멀티모달 기반 모델을 제안한다. 제안 모델은 음성과 전사된 문장을 입력 받는다. 입력된 각각의 데이터는 Encoder를 통해 자질을 추출하고 주의집중 메커니즘을 통해 Decoder로 추출된 정보를 전달한다. Decoder에서는 전달받은 주의집중 메커니즘의 결과를 바탕으로 후처리된 토큰을 생성한다. 본 논문에서는 후처리 모델의 성능을 평가하기 위해 word error rate를 사용했으며, 실험결과 Google cloud speech to text모델에 비해 word error rate가 8% 감소한 것을 확인했다.

• The Journal of the Korea Contents Association
• /
• v.18 no.11
• /
• pp.298-305
• /
• 2018

This paper explored the impact of adaptive efforts for the 4th Industrial Revolution(hereafter, 4IR) on social cohesion at national level. To examine this relationship, Latent Growth Model was applied to thirty one OECD membership countries, 2006-2015. Adaptive efforts for 4IR was measured by the 4IR Relative Readiness(WEF, 2016) and social cohesion was measured by Corruption Perception Index(Transparency International) and trust on politicians(WEF). Results showed that corruption perception significantly decreased by the 4IR Relative Readiness and legal protection(judiciary independency and corporate ethics) and trust on politicians significantly increased by judiciary independency. These results imply that public and corporate efforts for the 4IR does not necessarily have negative impact on social cohesion as long as legal protection such as judiciary independency and corporate ethics are equally pursuit at national level.

• 한국노년학
• /
• v.38 no.3
• /
• pp.667-683
• /
• 2018

This study reviews advances in research made during the last decade in studies of aging families in Korea. Specifically, we provide a critical review of the theoretical directions and empirical findings of 87 research articles focused on aging families published in the Journal of the Korean Gerontological Society between 2008 and 2017. Topics and issues covered include: (a) diversity in family structures and households, (b) intergenerational relations, (c) intimate relations, and (d) family problems in later life. We found that while research applying theories and employing advanced methodologies has increased, embracing more diverse theories and ensuring nationally representative panel data from multi-reporters within families will enhance future research in aging and families. The authors conclude that more multidisciplinary and interdisciplinary approaches are needed in the field of family studies and gerontology in Korea.

• Journal of the Korea Institute of Information and Communication Engineering
• /
• v.10 no.4
• /
• pp.700-705
• /
• 2006

The latest system of GIS has been changing from 2 dimension to 3 dimension. According to the rapid growth of the fields linked to 3D GIS, 3D GIS has variously affected the public field, the national defense field. and the industrial field. This study estimated sight distance safety of curve section considering the environmental impact based on 3D GIS. Sight distance is calculated from the relation between road which keeps the three-dimension character and driver gaze, so it needs to consider both plane and vertical for the accurate measuring. This study made analysis of the sight distance through considering the environmental impact with driving simulation of design speed 80km/h and running speed 60-120km/h.

• The Journal of Korean Institute of Communications and Information Sciences
• /
• v.33 no.7B
• /
• pp.550-556
• /
• 2008

Swam intelligence refers that a large group of simple and unsophisticated entities work together to achieve complex and significant tasks. Researches using such swarm intelligence has been performed in the network routing area. Expecially, it has been well known that routing in mobile ad-hoc networks whose features are dynamic topology and routing based on the local information is one of the applications of swarm intelligence. In this paper, we propose an ant-based routing method for MANET. The proposed method sets its goals to reduce overheads by managing ants efficiently, and to reduce route set up time. The results obtained from simulations proved that the proposed method provides shorter path set-up time and end-to-end delay and less overhead while providing comparable packet delivery ratio.

• The Journal of Korean Institute of Communications and Information Sciences
• /
• v.41 no.10
• /
• pp.1290-1300
• /
• 2016

Recently, various middle box services have been developed and applied to provide network functions to end nodes of the network. Especially, network virtualization is increasingly proceeding by applying the virtualization technologies of cloud computing field to network field, and network platforms for various flexible services are being developed to connect among the virtual network devices. Carrier-grade Network Address Translation (CGNAT) is also one of these flexible network services. This paper designs and implements the DPDK-based CGNAT framework that provides flexibility and maximizes address translation throughput. Our framework achieves 15.5 times higher throughput than the address translation service by Linux kernel.