• Title/Summary/Keyword: Temporal Patterns

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Detection of Complex Event Patterns over Interval-based Events (기간기반 복합 이벤트 패턴 검출)

  • Kang, Man-Mo;Park, Sang-Mu;Kim, Sank-Rak;Kim, Kang-Hyun;Lee, Dong-Hyeong
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.12 no.4
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    • pp.201-209
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    • 2012
  • The point-based complex event processing handled an instantaneous event by using one time stamp in each event. However, the activity period of the event plays the important role in the field which is the same as the finance, multimedia, medicine, and meteorology. The point-based event is insufficient for expressing the complex temporal relationship in this field. In the application field of the real-time world, the event has the period. The events more than two kinds can be temporally overlapped. In addition, one event can include the other event. The relation about the events of kind of these can not be successive like the point-based event. This thesis designs and implements the method detecting the patterns of the complex event by using the interval-based events. The interval-based events can express the overlapping relation between events. Furthermore, it can include the others. By using the end point of beginning and end point of the termination, the operator of interval-based events shows the interval-based events. It expresses the sequence of the interval-based events and can detect the complex event patterns. This thesis proposes the algorithm using the active instance stack in order to raise efficiency of detection of the complex event patterns. When comprising the event sequence, this thesis applies the window push down technique in order to reduce the number of intermediate results. It raises the utility factor of the running time and memory.

Homogeneity of Climate Aridity Index Trends Using Mann-Kendall Trend Test (Mann-Kendall 추세분석을 이용한 건조지수 추세의 동질성)

  • Rim, Chang-Soo
    • Journal of Korea Water Resources Association
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    • v.47 no.7
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    • pp.643-656
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    • 2014
  • The homogeneity analysis of temporal (monthly, seasonal and annual) climate aridity index trend was accomplished for 43 climate measurement stations in South Korea. Furthermore, 43 stations were grouped into 9 different regions and the temporal and regional homogeneity of climate aridity index trends in each region and entire 9 regions were analyzed. For analysis, monthly, seasonal and annual climate aridity indexes of 43 study stations were estimated using precipitation and potential evapotranspiration calculated from FAO Penman-Monteith equation. The Mann-Kendall statistical test for significant trend was accomplished using the estimated climate aridity indexes and the results of trend test (Z scores) were used to analyze the temporal and regional homogeneity of climate aridity index trends. The study results showed the temporal and regional homogeneity of climate aridity index trends for individual and entire 9 regions. However, the homogeneity and the extent of aridity index trend showed different patterns temporally and regionally.

On the Temporal Variability of Geomagnetic Field and Transfer Function at Icheon Observatory (이천관측소에서 측정된 지자기장 및 지자기 전달함수의 시간적 변동성)

  • Lee, Duk-Kee;Kwon, Byung-Doo;Youn, Yong-Hoon;Yang, Jun-Mo
    • Journal of the Korean earth science society
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    • v.25 no.7
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    • pp.604-614
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    • 2004
  • Using three-components geomagnetic data from a permanent geomagnetic observatory in Icheon, we have computed the power spectrum of each geomagnetic component, amplitude, phase and estimation error of transfer function for each day in the 6 months period July 2002${\sim}$December 2002. The temporal variation of power spectrum have random appearances with repeating relative strong and weak magnitude, which is considered as solar activities. However, there is no clear long-term trend. In the case of amplitude, phase and error of transfer function, even though there are some random patterns over the periods of 1000 s and under 100 s, they seem to be comparatively stable without manifest temporal changes. Futhermore, we have estimated electrical field by assuming P$_{1}\;^{0}$ spherical harmonics and then calculated the approximated apparent resistivity for each day. As a result, the variations of resistivity depend on the temporal magnitude of spectral power in horizontal magnetic fields rather than hydrological changes in near surface.

Precision Analysis of the STOMP(FW) Algorithm According to the Spatial Conceptual Hierarchy (공간 개념 계층에 따른 STOMP(FW) 알고리즘의 정확도 분석)

  • Lee, Yon-Sik;Kim, Young-Ja;Park, Sung-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.12
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    • pp.5015-5022
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    • 2010
  • Most of the existing pattern mining techniques are capable of searching patterns according to the continuous change of the spatial information of an object but there is no constraint on the spatial information that must be included in the extracted pattern. Thus, the existing techniques are not applicable to the optimal path search between specific nodes or path prediction considering the nodes that a moving object is required to round during a unit time. In this paper, the precision of the path search according to the spatial hierarchy is analyzed using the Spatial-Temporal Optimal Moving Pattern(with Frequency & Weight) (STOPM(FW)) algorithm which searches for the optimal moving path by considering the most frequent pattern and other weighted factors such as time and cost. The result of analysis shows that the database retrieval time is minimized through the reduction of retrieval range applying with the spatial constraints. Also, the optimal moving pattern is efficiently obtained by considering whether the moving pattern is included in each hierarchical spatial scope of the spatial hierarchy or not.

Friendship Influence on Mobile Behavior of Location Based Social Network Users

  • Song, Yang;Hu, Zheng;Leng, Xiaoming;Tian, Hui;Yang, Kun;Ke, Xin
    • Journal of Communications and Networks
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    • v.17 no.2
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    • pp.126-132
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    • 2015
  • In mobile computing research area, it is highly desirable to understand the characteristics of user movement so that the user friendly location aware services could be rendered effectively. Location based social networks (LBSNs) have flourished recently and are of great potential for movement behavior exploration and datadriven application design. While there have been some efforts on user check-in movement behavior in LBSNs, they lack comprehensive analysis of social influence on them. To this end, the social-spatial influence and social-temporal influence are analyzed synthetically in this paper based on the related information exposed in LBSNs. The check-in movement behaviors of users are found to be affected by their social friendships both from spatial and temporal dimensions. Furthermore, a probabilistic model of user mobile behavior is proposed, incorporating the comprehensive social influence model with extent personal preference model. The experimental results validate that our proposed model can improve prediction accuracy compared to the state-of-the-art social historical model considering temporal information (SHM+T), which mainly studies the temporal cyclic patterns and uses them to model user mobility, while being with affordable complexity.

Spatio-Temporal Clustering Analysis of HPAI Outbreaks in South Korea, 2014 (2014년 국내 발생 HPAI(고병원성 조류인플루엔자)의 시·공간 군집 분석)

  • MOON, Oun-Kyong;CHO, Seong-Beom;BAE, Sun-Hak
    • Journal of the Korean Association of Geographic Information Studies
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    • v.18 no.3
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    • pp.89-101
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    • 2015
  • Outbreaks of highly pathogenic avian influenza(HPAI) subtype H5N8 have occurred in Korea, January 2014 and it continued more than a year until 2015. And more than 5 million heads of poultry hads been damaged in 196 farms until May 2014. So, we studied the spatial, temporal and spatio-temporal patterns of the HPAI epidemics for understanding the propagation and diffusion characteristics of the 2014 HPAI. The results are expressed using GIS. Throughout the study period three epidemic waves occurred over the time. And outbreaks made three clusters in space. First spatial cluster is adjacent areas of province of Chungcheongbuk-do, Chungcheongnam-do and Gyeonggi -do. Second is Jeonlabuk-do Gomso Bay area. And the last is Naju and Yeongam in Jeollanam-do. Also, most of spatio-temporal clusters were formed in spatially high clustered areas. Especially, in Gomso Bay area space density and spatio-temporal density were concurrent. It means that the effective prevention activity for HPAI was carried out. But there are some exceptional areas such as Chungcheongbuk-do, Chungcheongnam-do, Gyeonggi-do adjacent area. In these areas the outbreak density was high in space but the spatio-temporal cluster was not formed. It means that the HPAI virus was continuing inflow over a long period.

Fragmented Urban Heat Islands in Seoul, Korea (분절화된 서울의 도시 열섬 현상)

  • Park, Gwangyong;Kwon, Won-Tae;David A. Robinson
    • Proceedings of the KGS Conference
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    • 2004.05a
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    • pp.48-48
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    • 2004
  • A fragmented urban heat island is observed over the Seoul metropolitan area. Long-term (1996-2003) hourly temperature, wind speed and direction, and precipitation data observed at 26 (51) automatic weather stations (AWS) in Seoul (Gyeonggi prevince) makes it possible to reveal more dynamic spatial and temporal patterns of the urban heat island in this area than previously revealed. (omitted)

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Storing of Temporal Patterns in Quantized Connection Neural Networks (양자화 결합 뉴럴네트워크를 이용한 시계열 패턴의 기억)

  • 박철영
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 1998.03a
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    • pp.93-98
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    • 1998
  • 본 논문에서는 양자화 결합 네트워크의 시계열 패턴의 기억 특성을 뉴로-칩 상에서 검토하기 위하여, 결합 하중이 $\pm$1 및 0로프로그램 가능한 네트워크를 설계하고 집적화 하였다. 제작된 칩 사이즈는 2.2mm $\times$2.2mm이며 1.2um CMOS 설계기술을 이용하여 7개의 뉴런과 49개의 시냅스 회로를 내장한다. 측정 결과, 설계된 네트워크는 동적 패턴을 성공적으로 기억한다. 또한, 특정한 리미트사이클을 네트워크에 기억시킬 수 있는 결합 하중의 구성방법을 제안한다. 이 방법은 간단한 결합하중과 정밀도의 관점에서 하드웨어 구성에 유용하다.

Expression of a set of glial cell-specific markers in the Drosophila embryonic central nervous system

  • Ahn, Hui Jeong;Jeon, Sang-Hak;Kim, Sang Hee
    • BMB Reports
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    • v.47 no.6
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    • pp.354-359
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    • 2014
  • The types of glia in the central nervous system (CNS) of the Drosophila embryo include longitudinal glia (LG), cell body glia (CBG), and peripheral glia (PG). Transcription factors, such as glial cell missing and reverse polarity, are well-established general glial cell markers. Only a few glial cell-specific markers have been identified in the Drosophila embryonic CNS, thus far. In the present study, we employed the glial cell-specific markers for LG (vir-1/CG5453 and CG31235), CBG (fabp/CG6783 and CG11902), and PG (CG2310 and moody/CG4322), and comprehensively analyzed their expression patterns, during the embryonic CNS development. Our study validated the specificity of a set of glial markers, and further revealed their spatio-temporal expression patterns, which will aid in the understanding of the developmental lineage, and investigating their role in the development and homeostasis of the Drosophila CNS in vivo.

A Study on the Vortical patterns of a Heaving Foil (히빙익 후류의 유동패턴에 관한 연구)

  • Yang Chang-Jo
    • Journal of Advanced Marine Engineering and Technology
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    • v.29 no.8
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    • pp.899-906
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    • 2005
  • It is known that an oscillating airfoil can Produce a driving force through the generation of a reversed $K\'{a}rm\'{a}n$ vortex street, and this can be expected to be a new highly effective propulsion system. The wake formation behind the heaving airfoil was visualized and was measured using PIV systems We have been examined various conditions such as frequency number, amplitude in NACA 0010. As Strouhal number is greater than 0.08. wake profile with velocity deficit can be transformed into the wake with velocity excess After evaluating vortex center flow patterns in the wake investigated using tracking trajectories in temporal evaluation of the shedding vortices. We also Presented the experimental results on the unsteady vortices structure of the heaving airfoil at various parameters.