• Title/Summary/Keyword: information overload

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A Study on Technical Approach for Compliance Management Service (컴플라이언스 매니지먼트 서비스를 위한 기술적 접근에 관한 연구)

  • Lee, Jun-Ho;Oh, Hea-Seok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.1
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    • pp.460-465
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    • 2014
  • The Financial Supervisory Institution constantly has tightened the regulation for secure electronic financial service. Information Security Consulting and Service companies are not enough to cover about 4,500 financial institutes required to comply with the regulation, and the Financial Supervisory Institution also suffers from work overload. The demand for real-time work of risk management is getting stronger. Compliance with the regulation has to be attempted with technical approach so that requirement, implementation, monitoring, and supervision are efficiently performed. And, articles have to be concluded with compliance management service. In this research used compliance management framework and IT GRC process model, have to be designed compliance management lifecycle and 34 index.

Application of Domain Knowledge in Transaction-based Recommender Systems through Word Embedding (트랜잭션 기반 추천 시스템에서 워드 임베딩을 통한 도메인 지식 반영)

  • Choi, Yeoungje;Moon, Hyun Sil;Cho, Yoonho
    • Knowledge Management Research
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    • v.21 no.1
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    • pp.117-136
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    • 2020
  • In the studies for the recommender systems which solve the information overload problem of users, the use of transactional data has been continuously tried. Especially, because the firms can easily obtain transactional data along with the development of IoT technologies, transaction-based recommender systems are recently used in various areas. However, the use of transactional data has limitations that it is hard to reflect domain knowledge and they do not directly show user preferences for individual items. Therefore, in this study, we propose a method applying the word embedding in the transaction-based recommender system to reflect preference differences among users and domain knowledge. Our approach is based on SAR, which shows high performance in the recommender systems, and we improved its components by using FastText, one of the word embedding techniques. Experimental results show that the reflection of domain knowledge and preference difference has a significant effect on the performance of recommender systems. Therefore, we expect our study to contribute to the improvement of the transaction-based recommender systems and to suggest the expansion of data used in the recommender system.

Performance Evaluation of PDP System Using Realtime Network Monitoring (실시간 네트워크 모니터링을 적용한 PDP 시스템의 성능 평가)

  • Song, Eun-Ha;Jeong, Jae-Hong;Jeong, Young-Sik
    • The KIPS Transactions:PartA
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    • v.11A no.3
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    • pp.181-188
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    • 2004
  • PDF(Parallel/Distributed Processing) is an internet-based parallel/distributed processing system that utilizes resources from hosts on the internet in idle state to perform large scale application through parallel processing, thus decreasing the total execution time. In this paper. do propose an adaptive method to be changed network environment at any time using realtime monitoring of host. It is found from experiments that parallel/distributed processing has better performance than its without monitoring as an adaptive strategy, which copy with task delay factor by overload and fault of network, be applicable to the cockpits of task allocation algorithm in PDP.

Routing Protocol for Hybrid Ad Hoc Network using Energy Prediction Model (하이브리드 애드 혹 네트워크에서의 에너지 예측모델을 이용한 라우팅 알고리즘)

  • Kim, Tae-Kyung
    • Journal of Internet Computing and Services
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    • v.9 no.5
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    • pp.165-173
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    • 2008
  • Hybrid ad hoc networks are integrated networks referred to Home Networks, Telematics and Sensor networks can offer various services. Specially, in ad hoc network where each node is responsible for forwarding neighbor nodes' data packets, it should net only reduce the overall energy consumption but also balance individual battery power. Unbalanced energy usage will result in earlier node failure in overloaded nodes. it leads to network partitioning and reduces network lifetime. Therefore, this paper studied the routing protocol considering efficiency of energy. The suggested algorithm can predict the status of energy in each node using the energy prediction model. This can reduce the overload of establishing route path and balance individual battery power. The suggested algorithm can reduce power consumption as well as increase network lifetime.

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The Network Protocol Among Cars at High-Speed based on Active Network (엑티브 네트워크 기반의 고속 이동시 차량 간 통신 프로토콜)

  • Jang, Hae-Suk;Lee, Jin-Kwan;Jung, Kyu-Cheol;Lee, Jong-Chan;Park, Ki-Hong
    • Convergence Security Journal
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    • v.8 no.1
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    • pp.9-18
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    • 2008
  • This paper propose CAR-TO-CAR protocol which can prevent the cars at high-speed from a multiple clash accident at highway with exchanging information. we construct cluster be linked with distance took from GPS(Global Positioning System) because there is no connection at cars on the road. The proposed method solved the overload problem by establishing route because construct the cluster at the IEEE 802.11 MAC class. 'Multi-hop Routing protocol' based on Active Network enable stable Network to be formed by using Active Network.

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Perception and Barriers to Kangaroo-Mother Care Among Neonatal Intensive Care Unit Nurses (신생아집중치료실 간호사의 캥거루 돌보기에 대한 인식과 장애)

  • Jeong, Sun Kyung;Kim, Tae-Im
    • Child Health Nursing Research
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    • v.22 no.4
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    • pp.299-308
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    • 2016
  • Purpose: To investigate the perception and barriers of Kangaroo-Mother Care (KMC) among nurses in Neonatal Intensive Care Units (NICU). Methods: Participants were 131 nurses working in NICU who completed self-report questionnaires which included information regarding perception, barriers, and practice of KMC. Collected data were analyzed using SPSS 18.0 program for descriptive statistics, t-test, ANOVA, and Pearson correlation coefficients. Results: Of the participants, 33.6% reported the practice of KMC in their NICU, with 75.6% wanting to receive training in KMC and 31.3% having received KMC education. Most of the participants agreed that KMC enhances attachment, parental confidence, and effective breast feeding but they reported a negative perception in providing KMC for premature infants weighing less than 1000 grams or intubated premature infants. Major barriers to practicing KMC were safety of infants, possible work overload for nurses, as well as absence of consistent guidelines. Barriers to KMC among nurses who received the KMC training were lower than nurses who did not receive the KMC training (t=-2.11, p=.037). Conclusion: Education program and standardized clinical practice protocol should be developed to foster the positive perception and to reduce nurse barriers to KMC.

Repeaterless Transmission of 2.5Gbps Signal Over 98Km Optical Fibers (2.5 Gbps 신호의 98km 무중계 광섬유 전송)

  • 윤태열;한정희;이창희;심창섭
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.31A no.2
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    • pp.26-38
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    • 1994
  • We demonstrate a repeatless transmission of 2.5 Gbps digital signal over 98 km opticla filbers using optical transmitter and optcial receiver which are designed and implemented using commercially available devices. The optical transmitter is realized by using a distributed feedback(DFB) laser. Temperature of the laser is thermoelectrically stabilized and the output optical power is also stabilized by using negative feedback. The output power of the transmitter is 0 dBm. The optical receiver consists of an InGaAs avalanche photodiode, a preamplifier. an automatic gain control amplifier, and a clock/data regenerator. We find an optimum decision threshold that gives the best receiver sensitivity form the measured V curve. The best sensitivity is -35.5dBm( BER-1*10S010T, PRBS=2S023T -1 ) and the overload power is -9 dBm. Finally, we achieve error free optical transmission with 98 km optical fibers. The exinction ration penalty of 2 dB. the chromatic dispersion penalty of 1 dB, and the total power penalty of 3.0 dB are measured. These results satisfy CCITT recommendation.

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Performance Enhancing of Web service by Simplifying Architecture in Web 2.0 (웹 서비스의 서버 구조 단순화를 통한 웹 2.0 웹서비스 성능향상)

  • Kim, Yong-Tae;Park, Gil-Cheol;Kim, Seok-Soo;Lee, Sang-Ho
    • The KIPS Transactions:PartD
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    • v.14D no.4 s.114
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    • pp.421-426
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    • 2007
  • In this paper, we are to overcome the latency problem of current Web 2.0 Web Services system. To overcome the standard mobile web services implementation, a SOAP message processing system (SMSP) was proposed in which the SOAP request and response messages are directly processed without using Servlet engine. Our system can completely support standard Web Services protocol, reducing communication overhead, message processing time, and server overload.

The Design of Operation and Control Solution with Intelligent Inference Capability for IED based Digital Switchgear Panel (IED를 기반으로 하는 디지털 수배전반의 지적추론기반 운전제어 솔루션 설계)

  • Ko, Yun-Seok
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.55 no.9
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    • pp.351-358
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    • 2006
  • In this paper, DSPOCS(Digital Switchgear-Panel Operation and Control Solution) is designed, which is the intelligent inference based operation and control solution to obtain the safety and reliability of electric power supply in substation based on IED. DSPOCS is designed as a scheduled monitoring and control task and a real-time alarm inference task, and is interlinked with BRES(Bus Reconfiguration Expert System) in the required case. The intelligent alarm inference task consists of the alarm knowledge generation part and the real-time pattern matching part. The alarm knowledge generation part generates automatically alarm knowledge from DB saves it in alarm knowledge base. On the other hand, the pattern matching part inferences the real-time event by comparing the real-time event information furnished from IEDs of substation with the patterns of the saved alarm knowledge base.; Especially, alarm knowledge base includes the knowledge patterns related with fault alarm, the overload alarm and the diagnosis alarm. In order to design the database independently in substation structure, busbar is represented as a connectivity node which makes the more generalized graph theory possible. Finally, DSPOCS is implemented in MS Visual $C^{++}$, MFC, the effectiveness and accuracy of the design is verified by simulation study to the typical distribution substation.

Multi-Viewpoint Stereo Image Synthesis Using Multi-Resolution EPI Method (다해상도 EPI 방식에 의한 다시점 입체 영상 합성)

  • 장흥엽;이제호;권용무;김상국;박상희
    • Journal of Broadcast Engineering
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    • v.2 no.1
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    • pp.16-23
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    • 1997
  • Among the main technologies to implement 3D TV succeeding HDTV, multi-viewpoint image display technique is rising as an important issue, which can display the viewpoint-dependent images corresponding to viewer's position. This paper presents a novel method that solves too much computational overload that is main drawback of previous methods. Using down sampling technique, multiresolution EPIs are made from multi-viewpoint image set and trace lines are detected in the lowest resolution EPI. The parameters of detected trace lines are transferred to higher resolution EPIs and revised by utilizing the information of the previous resolution EPI. This procedure is iterated until orignal resolution EPI. Using the proposed method, we have achieved the reduction of computational time and the robustness to noise in comparison to previous method.

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