• 제목/요약/키워드: Back support

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Business Intelligence를 지원하기 위한 Big Data 기반 Data Lake 플랫폼의 선행 연구 (A Leading Study of Data Lake Platform based on Big Data to support Business Intelligence)

  • 이상범
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2018년도 제57차 동계학술대회논문집 26권1호
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    • pp.31-34
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    • 2018
  • We live in the digital era, and the characteristics of our customers in the digital era are constantly changing. That's why understanding business requirements and converting them to technical requirements is essential, and you have to understand the data model behind the business layout. Moreover, BI(Business Intelligence) is at the crux of revolutionizing enterprise to minimize losses and maximize profits. In this paper, we have described a leading study about the situation of desk-top BI(software product & programming language) in aspect of front-end side and the Data Lake platform based on Big Data by data modeling in aspect of back-end side to support the business intelligence.

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CDMA 이동통신 시스템에서 MSC 간 Soft Handoff 를 위한 트렁크망의 성능분석 (Blocking Performance Evaluation of Trunk Network for Soft Handoffs Between MSC' s in CDMA Cellular Systems)

  • 최우용
    • 대한산업공학회지
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    • 제26권4호
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    • pp.336-344
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    • 2000
  • The soft handoffs between two adjacent MSC's should be employed to support the calls requesting handoffs to an MSC while minimizing the undesirable ping pong phenomenon of back-and-forth handoffs between two adjacent cells in conventional hard handoffs. In this paper, the soft handoff scheme between two MSC's is considered using the trunk between the packet routers for the two MSC's. The trunk network is proposed to support the inter-MSC soft handoff scheme in the service area with many MSC's. The probability that a soft handoff to an adjacent MSC will be blocked due to the shortage of the trunk capacity is derived.

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Corporate credit rating prediction using support vector machines

  • 이영찬
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2005년도 공동추계학술대회
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    • pp.571-578
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    • 2005
  • Corporate credit rating analysis has drawn a lot of research interests in previous studies, and recent studies have shown that machine learning techniques achieved better performance than traditional statistical ones. This paper applies support vector machines (SVMs) to the corporate credit rating problem in an attempt to suggest a new model with better explanatory power and stability. To serve this purpose, the researcher uses a grid-search technique using 5-fold cross-validation to find out the optimal parameter values of kernel function of SVM. In addition, to evaluate the prediction accuracy of SVM, the researcher compares its performance with those of multiple discriminant analysis (MDA), case-based reasoning (CBR), and three-layer fully connected back-propagation neural networks (BPNs). The experiment results show that SVM outperforms the other methods.

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방송프로그램 제작진의 몰입에 영향을 미치는 요인에 관한 연구: 조직문화, 조직지원요소, 팀 몰입의 관계를 중심으로 (An Examination of Team Commitment in Broadcasting Organization: Focused on the Organizational Culture, Organizational Support)

  • 문성철
    • 한국언론정보학보
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    • 제36권
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    • pp.287-323
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    • 2006
  • 이 연구는 조직문화와 조직지원요소가 방송프로그램 제작단위인 팀 몰입에 영향을 주는 주요한 요소로 작용하고 있음을 실증적으로 분석하였다. 특히 조직문화 유형에 따라 조직지원요소 및 팀 몰입에 차별적인 영향을 미치고 있음을 구조방정식 모형을 이용해 밝혀내고자 하였다. 연구결과 조직문화 유형에 따라 조직지원요소 및 팀 몰입에 영향을 주는 경로 및 영향력에 차이가 있음을 확인할 수 있었다. 또한 보상평가요소를 제외하고는 교육훈련, 제작지원 등의 조직지원요소는 제작진의 몰입에 별다른 영향을 미치지 못했다. 이와 같은 결과는 방송 조직이 전략을 수립 집행함에 있어 제작진이 인식하고 있는 지배적인 조직문화 유형을 고려해야 보다 실효성을 높일 수 있음을 보여준 결과라 할 수 있다. 이밖에 현재의 교육훈련 프로그램과 제작지원 방식을 보완할 필요성이 있음을 확인할 수 있었다.

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지지면에 따른 발목관절의 족저굴곡 운동이 비복근 두께에 미치는 영향 (The Effect of Calf-Raise Exercise on Gastrocnemius Muscle Based on Other Type of Supports)

  • 이건철;김봄;김지수;남인성;박유진;신우진;우수민;차성기
    • 대한통합의학회지
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    • 제2권1호
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    • pp.109-116
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    • 2014
  • Purpose : The purpose of this study was to perform the calf-raise exercise on the stable support surface and unstable support surface for comparing deference of the gastrocnemius thickness changes that measured by ultrasonography. Method : Subjects stand on unstable support surface and a stable support surface with both feet. Keeping calf-raise position in the 3 seconds, and then had to return back to the starting position. Total of 3 sets of 15 repetitions performed and give a 30-second rest between each set. In this way, exercise performed 3 times a week, performed a total of 6 weeks. Result : 1. gastrocnemius muscle thickness before and after exercise in experimental group A was significantly different(p<.05). 2. gastrocnemius muscle thickness before and after exercise in experimental group B was significantly different(p<.05). 3. gastrocnemius muscle thickness in experimental group A and experimental group B was significantly difference(p<.05). Conclusion : In conclusion, calf-raise exercise on unstable support surface was more efficient than stable support surface for increasing thickness of gastrocnemius.

습관적인 편측지지가 요통환자의 측만각과 장골능 높이에 미치는 영향 (Influence of Habitual Unilateral Support on Scoliosis Angle and Iliac Crest Height of Lumbago Patients)

  • 조운수;김용남;정진규
    • 대한임상전기생리학회지
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    • 제5권2호
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    • pp.73-84
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    • 2007
  • This study aims to examine changes from differences in the lumbar scoliosis angle and iliac crest height due to abnormal and habitual posture shown in unilateral weight load at standing posture and suggest data for preventing and treating lumbago. The subjects of this study are 16 lumbago patients between twenties and forties with chronic lumbago over six months, but without neurological symptoms. As a result of photographing front and back with three conditions such as weight load on both sides and left or right unilateral weight load posture in order to examine changes of lumbar scoliosis and iliac crest according to changes of posture at unilateral weight load, while scoliosis angle and iliac crest height by habitual unilateral support were increased, those by opposite support were decreased. In conclusion, it was found that habitual unilateral weight load may cause continuous distortion of spinal angle and change of iliac crest height and these may be a factor of lumbago. Therefore, if habitual unilateral weight load state is kept continuously, distortion of lumbar angle and iliac crest height may be greater and common efforts to change habitual unilateral weight load are needed.

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공작물 적재를 위한 자동정렬 및 적재장치의 설계 및 제작 (Design and Fabrication of an Automatic Alignment and Loading System for Workpieces)

  • 이재경;최명철;김갑순
    • 한국기계가공학회지
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    • 제17권3호
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    • pp.134-140
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    • 2018
  • This paper describes the design and fabrication of an automatic alignment and loading system for workpieces. To move a workpiece to a chucking position of a machine tool using a gantry robot, an automatic aligning device is required to load the workpiece before machining and automatically align them. The automatic alignment system was conceptually designed, and the structural analysis was performed for the main parts such as the top plate, center support, front and back support, and support shaft. Based on the structural analysis results, the size of these structures was determined. The automatic alignment system was manufactured, and the vertical movement characteristics of the workpiece up-and-down movement device and the rotation characteristics of the workpiece rotation device were experimentally examined. The result has confirmed that they operate normally.

Tension Control of the Let-off and Take-up System in the Weaving Process Based on Support Vector Regression

  • Han, Dong-Chang;Back, Woon-Jae;Lee, Sang-Hwa;Lee, Hyuk-Jin;Noh, Seok-Hong;Kim, Han-Kil;Park, Jae-Yong;Lee, Suk-Gyu;Chun, Du-Hwan
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.1141-1145
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    • 2005
  • This paper proposes a robust tension control algorithm for the let-off and take-up system driven by servo motor which is robust to disturbance and tension variation by using SVR(Support Vector Regression). Quality of textile goods in fiber manufacturing process highly depends on control of let-off, take-up and tension which are essential for constant tension control of yarn and textile fabrics and correct length of them. The physical properties of textile fabrics are very sensitive to several factors(temperature, humidity, radius change of warp beam etc.) which result in tension change. Rapid development of fiber manufacture machine for higher productivity requires control system for let-off, take-up and tension for robustness to sharp tension-variation and quick response. The validity and the usefulness of the proposed algorithm are thoroughly verified through numerical simulation.

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전술 애드 혹 네트워크에서 다중 홉 전송을 위한 자원 예약 및 백오프 기법 (IEEE 802.11 MAC based Multi-hop Reservation and Backoff Scheme in MIMC Tactical Ad Hoc Networks)

  • 조윤철;윤선중;고영배
    • 한국군사과학기술학회지
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    • 제15권1호
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    • pp.16-27
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    • 2012
  • In multi-interface multi-channel(MIMC) based tactical ad hoc networks, QoS support for required operational capacity is one of the main challenging issues for multi-hop transmissions. To support QoS in such a harsh environment, we propose a novel MAC scheme to minimize multi-hop as well as per-hop delay. The current IEEE 802.11 MAC protocols should contend to reserve the channel resource at every hop by each sender. The every-hop channel contention results in a degradation of end-to-end delay for multi-hop transmissions. The basic idea of our scheme is to make a "multi-hop reservation" at the MAC layer by using the modified RTS frame. It contains additional information such as destination information, packet priority, and hop count, etc. In addition, we differentiate the contention window area according to the packet priority and the number of hops to deliver packets in the predefined allowed latency. Our scheme can minimize the multi-hop delay and support the QoS of the critical data in real time(i.e., VoIP, sensing video data, Video conference between commanders). Our simulation study and numerical analysis show that the proposed scheme outperforms the IEEE 802.11 MAC.

Spatial variability analysis of soil strength to slope stability assessment

  • Lombardi, Mara;Cardarilli, Monica;Raspa, Giuseppe
    • Geomechanics and Engineering
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    • 제12권3호
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    • pp.483-503
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    • 2017
  • Uncertainty is a fact belonging to engineering practice. An important uncertainty that sets geotechnical engineering is the variability associated with the properties of soils or, more precisely, the characterization of soil profiles. The reason is due largely to the complex and varied natural processes associated with the formation of soil. Spatial variability analysis for the study of the stability of natural slopes, complementing conventional analyses, is able to incorporate these uncertainties. In this paper the characterization is performed in back-analysis for a case of landslide occurred to verify afterwards the presence of the conditions of shear strength at failure. This approach may support designers to make more accurate estimates regarding slope failure responding, more consciously, to the legislation dispositions about slope stability evaluation and future design. By applying different kriging techniques used for spatial analysis it has been possible to perform a 3D-slope reconstruction. The predictive analysis and the areal mapping of the soil mechanical characteristics would support the definition of priority interventions in the zones characterized by more critical values as well as slope potential instability. This tool of analysis aims to support decision-making by directing project planning through the efficient allocation of available resources.