• Title/Summary/Keyword: Performance-based

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Group Idea Generation and Simulation (그룹 아이디어 제너레이션을 위한 시뮬레이션 알고리즘의 개발)

  • Jung, J.H.
    • Korean Management Science Review
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    • v.26 no.2
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    • pp.37-59
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    • 2009
  • Electronic brainstorming (EBS) to improve the process and outcomes of group decision making is an artifact of Information Systems legacy. Despite three decades of research with EBS in an effort to become a key resource of organizational performance, its performance when compared to that of nominal is inconclusive because of the recent debate over its usefulness in terms of productivity. Subsequent researchers have directed our attention to the re-examination of cognitive stimulation, which is considered the major benefit in computer-based idea generation, to explain the performance singularity in computer-based groups. While both cognitive and motivational factors that moderate and mediate the group-interaction process remain unexplored, individual differences that are tightly linked to creative behavior have been largely ignored to account for the discrepancy in performance. Since simulations have been widely used in situations where an outcome does not meet the assumptions, the notion of a group simulator and detailed simulation mechanisms are introduced to examine the potential effects of individual differences on the performance of computer-based idea generation groups. In addition, two prior studies that empirically explored cognitive mechanisms with the group simulator are showcased along with six propositions to initiate future research.

Data Sparsity and Performance in Collaborative Filtering-based Recommendation

  • Kim Jong-Woo;Lee Hong-Joo
    • Management Science and Financial Engineering
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    • v.11 no.3
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    • pp.19-45
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    • 2005
  • Collaborative filtering is one of the most common methods that e-commerce sites and Internet information services use to personalize recommendations. Collaborative filtering has the advantage of being able to use even sparse evaluation data to predict preference scores for new products. To date, however, no in-depth investigation has been conducted on how the data sparsity effect in customers' evaluation data affects collaborative filtering-based recommendation performance. In this study, we analyzed the sparsity effect and used a hybrid method based on customers' evaluations and purchases collected from an online bookstore. Results indicated that recommendation performance decreased monotonically as sparsity increased, and that performance was more sensitive to sparsity in evaluation data rather than in purchase data. Results also indicated that the hybrid use of two different types of data (customers' evaluations and purchases) helped to improve the recommendation performance when evaluation data were highly sparse.

Performance Assessment of a LIDAR Data Segmentation Method based on Simulation (시뮬레이션을 이용한 라이다 데이터 분할 기법의 성능 평가)

  • Kim, Seong-Joon;Lee, Im-Pyeong
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2010.04a
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    • pp.231-233
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    • 2010
  • Many algorithms for processing LIDAR data are being developed for diverse applications not limited to patch segmentation, bare-earth filtering and building extraction. However, since we cannot exactly know the true locations of LIDAR points, it is difficult to assess the performance of a LIDAR data processing algorithm. In this paper, we thus attempted the performance assessment of the segmentation algorithm developed by Lee (2006) using the LIDAR data generated through simulation based on sensor modelling. Consequently, based on simulation, we can perform the performance assessment of a LIDAR processing algorithm more objectively and quantitatively with an automatic procedure.

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A Performance Analysis Technique of the Space-based SAR Processor Using RDA

  • Hong, In-Pyo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.7B
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    • pp.737-743
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    • 2002
  • It is an essential design process to analyze the performance of Synthetic Aperture Radar (SAR) processor before implementation. The contribution of this paper is to identify the chief sources and types of errors, to assess their impact on system performance, and to suggest the analysis technique for principal performance of the space-based SAR processor using Range-Doppler Algorithm (RDA). Also, simulation is performed by the Experimental-SAR (E-SAR) processor to examine the practicability and efficiency of the technique, the results are discussed, and solutions for the problems are recommended. Therefore, this technique can be used to analyze the performance of the space-based SAR processor using RDA.

Analysis on Position Estimation Performance according to Injection Frequency in Carrier-Based Sensorless Operation (반송파 기반 센서리스 운전에서 주입하는 신호의 주파수에 따른 위치 추정 성능 분석)

  • Hwang, Chae-Eun;Lee, Younggi;Sul, Seung-Ki
    • The Transactions of the Korean Institute of Power Electronics
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    • v.23 no.2
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    • pp.139-146
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    • 2018
  • This work puts forward a theoretical analysis on position estimation performance of interior permanent magnet synchronous motor (IPMSM) according to the injection frequency in carrier-based sensorless operation. The effects of spatial harmonics on inductance and voltage distortion due to the nonideal characteristics of IPMSM and inverter are examined as factors influencing the position estimation performance. Furthermore, the position estimation performance is analyzed by calculating the current at the switching instant in several operating conditions. In summary, the half switching frequency injection is more robust to the nonideal characteristics of IPMSM, especially with light load condition. The validity of the analysis is verified by the simulation and experimental results.

Experiments of Search Query Performance for SQL-Based Open Source Databases

  • Min, Meekyung
    • International Journal of Internet, Broadcasting and Communication
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    • v.10 no.2
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    • pp.31-38
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    • 2018
  • As the use of open source databases grows, so does need to evaluate, the performance of search queries for these databases. This paper compares the search query performance of SQL-based open source databases with commercial databases through experiments. The targets are MySql, MariaDB, and MS-SQL Server. In this study, the execution time of various types of search queries are measured. Also, search query performance was experimented according to change of index and number of tuples. Experimental results show that SQL-based open source databases have the potential to replace commercial databases when indexes are used and the number of tuples is not very large.

Construction quality issues in performance-based wind engineering: effect of missing fasteners

  • van de Lindt, John W.;Dao, Thang Nguyen
    • Wind and Structures
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    • v.13 no.3
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    • pp.221-234
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    • 2010
  • In light-frame wood construction, missing roof-sheathing fasteners can be a relatively common occurrence. This type of construction makes up the vast majority of the residential building stock in North America and thus their performance in high winds, including hurricanes, is of concern due to their sheer number. Construction quality issues are common in these types of structures primarily because the majority are conventionally constructed and unlike steel and reinforced concrete structures, inspection is minimal except in certain areas of the country. The concept of performance-based wind engineering (PBWE), a relatively new paradigm, relies on the assumption that building performance under wind loads can be accurately modeled. However, the discrepancy between what is designed (and modeled) and what is built (the as-built) may make application of PBWE to light-frame wood buildings quite difficult. It can be concluded from this study that construction quality must be controlled for realistic application of PBWE to light-frame wood buildings.

Design of Adaptive Fuzzy Control for High Performance of PMSM Drive (PMSM 드라이브의 고성능 제어를 위한 적응 퍼지제어기의 설계)

  • 정동화;이홍균;이정철
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.53 no.2
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    • pp.107-113
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    • 2004
  • This paper develops a adaptive fuzzy controller based fuzzy logic control for high performance of permanent magnet synchronous motor(PMSM) drives. In the proposed system, fuzzy control is used to implement the direct controller as well as the adaptation mechanism. The operation of the direct fuzzy controller and the fuzzy logic based adaptation mechanism is studied. A model reference adaptive scheme is proposed in which the adaptation mechanism is executed by fuzzy logic based on the error and change of error measured between the motor speed and output of a reference model. The control performance of the adaptive fuzzy controller is evaluated by simulation for various operating conditions. The validity of the proposed adaptive fuzzy controller is confirmed by performance results for PMSM drive system.

Clinical Judgment Force and Nursing Performance Satisfaction by Application of Simulation-based Myocardial Infarction Education (시뮬레이션 기반한 심근경색증 상황 교육 적용에 따른 임상판단력과 간호수행자신감)

  • Shin, Seung-Ok
    • Journal of the Korean Society of Industry Convergence
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    • v.22 no.6
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    • pp.721-727
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    • 2019
  • The purpose of this study is to investigate the relationship between clinical judgment and nursing performance based on myocardial infarction simulation applied to nursing students. Method: 39 fourth grade nursing students participated in this explanatory study with sampling of accommodations. The Lasater Clinical Judgment Rubric has been used in self-reported clinical trials and satisfaction with judging practices. Data were analyzed by descriptive statistics, t-test and Pearson's correlation coefficient using SPSS WIN 19. Results: Scenarios with myocardial infarction were scored by self-reported clinical judgment. Total mean score of clinical judgment and total mean value of clinical judgment is 4.17 ± 0.80. Correlation Between Variables After Simulation Practice is highly significant for providing positive clinical judgment and satisfaction with nursing performance. Conclusion: The simulation-based practice associated with adult nursing in myocardial infarction was useful for clinical judgment and nursing performance satisfaction, which improved the core basic skills of nursing students.

A study on the Capacity Spectrum for Seismic Performance Evaluation of Bridge (교량의 내진성능 평가를 위한 역량스펙트럼 적용 연구)

  • Park, Yeon-Soo;Lee, Byung-Geun;Kim, Eung-Rok;Suh, Byung-Chul;Park, Sun-Joon;Choi, Sun-Min
    • Proceedings of the KSR Conference
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    • 2008.11b
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    • pp.1012-1017
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    • 2008
  • In this study, We examine closely the capacity spectrum method which a kind of displacement-based method evaluated by displacement of structure as an alternative to the load-based analysis method. The displacement-based method can easily review the strength of structure, seismic performance, ductility. Seismic performance by using capacity spectrum method is divided into design response spectrum and capacity spectrum. We can diagram design response spectrum by deciding the design seismic factor depending on performance target, site classification, seismic level, return period as UBC-97. Capacity spectrum is a load-displacement curve obtained by Push-over analysis considering the geometric parameter and the material parameter. We execute the seismic performance evaluation by using the capacity spectrum method to reinforced concrete pier which has been seismic design. As a result, We confirmed that there is a yield point and a ultimate point close by design response spectrum of UBC-97.

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