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A Study of High Speed Retrieval Algorithm of Long Component Keyword (복합키워드의 고속검색 알고리즘에 관한 연구)

  • Lee Jin-Kwan;Jung Kyu-cheol;Lee Tae-hun;Park Ki-hong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.8
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    • pp.1769-1776
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    • 2004
  • Effective keyword extraction is important in the information search system and there are several ways to select proper keyword in many keywords. Among them, DER Structure for AC Algorithm to search single keyword, can search multiple keywords but it has time complexity problem. In this paper, we developed a algorithm, "EDER structure" by expanding standalone search table based on DER structure search method to improve time complexity. We tested the algorithm using 500 text files and found that EDER structure is more efficient than DER structure for AC for keyword posting result and time complexity that 0.2 second for EDER and 0.6 second for DER structure,structure,

Learning Module Design for Neural Network Processor(ERNIE) (신경회로망칩(ERNIE)을 위한 학습모듈 설계)

  • Jung, Je-Kyo;Kim, Yung-Joo;Dong, Sung-Soo;Lee, Chong-Ho
    • Proceedings of the KIEE Conference
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    • 2003.11b
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    • pp.171-174
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    • 2003
  • In this paper, a Learning module for a reconfigurable neural network processor(ERNIE) was proposed for an On-chip learning. The existing reconfigurable neural network processor(ERNIE) has a much better performance than the software program but it doesn't support On-chip learning function. A learning module which is based on Back Propagation algorithm was designed for a help of this weak point. A pipeline structure let the learning module be able to update the weights rapidly and continuously. It was tested with five types of alphabet font to evaluate learning module. It compared with C programed neural network model on PC in calculation speed and correctness of recognition. As a result of this experiment, it can be found that the neural network processor(ERNIE) with learning module decrease the neural network training time efficiently at the same recognition rate compared with software computing based neural network model. This On-chip learning module showed that the reconfigurable neural network processor(ERNIE) could be a evolvable neural network processor which can fine the optimal configuration of network by itself.

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A Study on Development of Automatic Categorization System for Internet Documents (인터넷 문서 자동 분류 시스템 개발에 관한 연구)

  • Han, Kwang-Rok;Sun, B.K.;Han, Sang-Tae;Rim, Kee-Wook
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.9
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    • pp.2867-2875
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    • 2000
  • In this paper, we discuss the implementation of automatic internet text categorization system. A categorization algorithm is designed and the system is implemented by back propagation learning model. Internet documents are collected according to the established categories and tested by Chi-squre ($\chi^2$) for the document leaning, and the category features are extracted. The sets of learning and separating vector are productt>d by these features. As a result of experimental evaluation, we show that this system is more improved in the performance of automatic categorization than the nearest neigbor method.

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The Factors Influencing on the Channel Satisfaction and Channel Preference of the Mobile Commerce (모바일 상거래의 채널만족과 채널선호에 영향을 미치는 요인)

  • Jang, Sung-Hee;Kim, Yong-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.10 no.12
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    • pp.3775-3781
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    • 2009
  • This aims of this study is to examine the factors influencing on the channel satisfaction and preference of the mobile commerce. This model tests various theoretical research relating to technology acceptance model(TAM), transaction cost theory and service quality. The model is tested Structural Equation Modeling(SEM) using AMOS 7.0 analysis on the sample collected from 320 respondents. The result of hypothesis testing is as follows. First, usefulness, asset specificity, uncertainty, trust and responsiveness were influenced by channel satisfaction. Second, channel satisfaction was influenced positively by channel preference.

A Study of Forecast System for Clear-Air Turbulence in Korea Part I: Korean Integrated Turbulence Forecasting Algorithm (KITFA) (한국의 청천난류 예보 시스템에 대한 연구 Part I: 한국형 통합 난류 예측 알고리즘)

  • Jang, Wook;Chun, Hye-Yeong;Kim, Jung-Hoon
    • Atmosphere
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    • v.19 no.3
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    • pp.255-268
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    • 2009
  • Based on the pilot reports (PIREPs) collected in South Korea from 2003 to 2008 and corresponding Regional Data Assimilation and Prediction System (RDAPS) analysis data of 30 km resolution, we validate the Korean Integrated Turbulence Forecasting Algorithm (KITFA) system that predicts clear-air turbulence (CAT) above the Korean peninsula. The CATs considered in this study are the upper level (higher than 20000 ft) turbulence excluding convectively induced turbulences. In the KITFA system, there are two main processes for predicting CATs: to select CAT indices and to determine their weighting scores. With the PIREPs observed for much longer period than those used in the current operational version of the KITFA system (March 4-April 8 of 2002), three improvable processes of the current KITFA system, re-calculation of weighting scores, change of method to calculate weighting scores, and re-selection of CAT indices, are tested. The largest increase of predictability is presented when CAT indices are selected by using longer PIREP data, with the minor change using different methods in calculation of weighting scores. The predictability is the largest in wintertime, and it is likely due to that most CAT indices are related to the jet stream that is strongest in wintertime. This result suggests that selecting proper CAT indices and calculating their weighting scores based on the longer PIREPs used in this study are required to improve the current KITFA.

The Relationships of the Opioid-peptides to Hope of the Cancer Patients (암환자에서 희망과 아편양 펩타이드의 관련성 연구)

  • Kim, Dal-Sook
    • Asian Oncology Nursing
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    • v.1 no.2
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    • pp.157-167
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    • 2001
  • Purpose : This study was 1) to determine the relationship between endogenous opioid-peptides and hope 2) to evaluate the availability of the opioid- peptides, known as biochemicals of emotion in psychoneuroimmunology, as a variable to explain hope. Method : blood sampling for 20 cancer patients' (age range 18-73, 13 men and 7 women, having mild pain or no pain, can do ADL) were made under approval from the doctors in a university hospital at 8 A.M. and quantitative analysis of opioid peptides were done by the internal standard method. In 10min after blood sampling, hope was measured using Kim and Lee's hope scale which had acceptable reliabilities and validity after making consent about interviewing. Blood was sampled from the seven normal adults for comparing the degrees of the opioids. None-parametric statistical analysis was used. Results : There was a significant difference in leucine enkephalin between normal adults and cancer patients. And significant positive relationship existed between chemotherapy and leucine enkephalin. So, the relationships between hope and the endogenous opioids in the patients before chemotherapy were re-tested, excluding the effect of chemotherapy on opioids. As a result, a significant negative relationship between hope and beta- endorphin(r=-.841<.05) showed. And there were highly negative relationships between leucine enkephalin and methionine enkephalin and hope, but not significant statistically. Conclusions : This results implies endogenous opioids can be used as a biological variable to explain hope. More researches in sophisticated design would be needed ,especially in human model.

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Rheology of hydrophobic-alkali-soluble-emulsions (HASE) and the effects of surfactants

  • Lau, A.K.M.;Tiu, C.;Kealy, T.;Tam, K.C.
    • Korea-Australia Rheology Journal
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    • v.14 no.1
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    • pp.1-9
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    • 2002
  • Steady and dynamic shear properties of two hydrophobically modified alkali soluble emulsions (HASE), NPJI and NPJ2, were experimentally investigated. At the same polymer concentration, NPJ1 is appreciably more viscous and elastic than NPJ2. The high hydrophobicity of NPJ1 allows hydrophobic associations and more junction sites to be created, leading to the formation of a network structure. Under shear deformation, NPJ1 exhibits shear-thinning behaviour as compared with Newtonian characteristics of NPJ2. NPJ1 and NPJ2 exhibit a very high and a low level of elasticity respectively over the frequency range tested. For NPJ1, a crossover frequency appears, which is shifted to lower frequencies and hence, longer relaxation times, as concentration increases. Three different surfactants anionic SDS, cationic CTAB, and non-ionic TX-100 were employed to examine the effects of surfactants on the rheology of HASE. Due to the different ionic behaviour of the surfactant, each type of surfactant imposed different electrostatic interactions on the two HASE polymers. In general, at low surfactant concentration, a gradual increase in viscosity is observed until a maximum is reached, beyond which a continuous reduction of viscosity ensues. Viscosity development is a combined result of HASE-surfactant interactions, accompanied by constant rearrangement of the hydrophobic associative junctions, and electrostatic interactions.

Efficient Biotinylation of Nitrocellulose Membrane for Immuno-Filtration Capture Assay

  • Choi, Ki-Bong;Ha, Youn-Chul;Youn, Hee-Ju;Choi, Jung-Do
    • BMB Reports
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    • v.30 no.5
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    • pp.308-314
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    • 1997
  • We investigated biotinylation of nitrocellulose membrane for immuno-filtration capture assay. In order to enhance the efficiency of biotinylation, nitrocellulose membranes were pretreated with several chemicals for the purpose of suitable protein absorption through surface modification. As a signal generating enzyme, urease was used and the concentration of avidin was optimized for the efficient binding kinetics between urease-biotin in liquid phase and biotinylated membrane in solid phase. For effective biotinylation, bovine serum albumin-biotin complexes could be immobilized at a concentration of $370\;{\mu}g$/stick ($4.4\;cm^2$). Among tested chemicals, polylysine (0.25%) showed a significant effect in biotinylation. Polylysine is thought to enhance surface area by extending unbound residues into solution. Time of treatment over 30 min and higher molecular weight of polylysines (58,100 dalton) showed positive effect on the enhancement of biotinylation. The result from this study may be useful for developing a new biosensor and other biofunctional membranes for examining molecular recognition.

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A Study on the Inner Space of Frank Lloyd Wright's Early Houses(1900-1910) Characterized by the Movement of American Housing Development - Focused on American Art & Crafts Movement - (전환기 미국 주택개선운동의 수용에 따른 Frank Lloyd Wright의 초기주택(1900-1910) 내부 공간 특성에 관한 연구 - 미국 수공예 운동을 중심으로 -)

  • 견진현;양재혁
    • Korean Institute of Interior Design Journal
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    • no.38
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    • pp.108-115
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    • 2003
  • Between 1890-1914, the fundamental changes of the housing in United Sates of America were provoked to attempt the housing developments to adapt modern social system. The worthy of notice is that F L. Wright's Prairie House had been tested and built during the period as 'the first and second era' Despite the transition period in America, this represents that Wright's Prairie House series were developed. There are possibilities that some of the reformers assertion for Housing Development, on behalf of Arts & Crafts Movement, led to Wright's early house inner space design. For this reason, this study is to examine Ideologies that Wright has been accepted between the turning point of America's Arts & Crafts Movement and Hull House Circle. In terms of the ideologies acceptance, the study is also to examine how to be represented his inner space design characteristics. As the result, between'Simplification'housing development and the traditional housing In America, F L. Wright sublimated his own architectural aesthetic as accepting all functional elements to consider inevitability in this period, such as the association between economical and rational space, the plan to led on free plane, the spatial side and the stability of family life and the community, through the unification space having the consecutiveness.

A Genetic Algorithm Approach for Logistics Network Integrating Forward and Reverse Flows (역물류를 고려한 통합 물류망 구축을 위한 유전 알고리듬 해법)

  • Ko, Hyun-Jeung;Ko, Chang-Seong;Chung, Ki-Ho
    • IE interfaces
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    • v.17 no.spc
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    • pp.141-151
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    • 2004
  • As today's business environment has become more and more competitive, forward as well as backward flows of products among members belonging to a supply chain have been increased. The backward flows of products, which are common in most industries, result from increasing amount of products that are returned, recalled, or need to be repaired. Effective management for the backward flows of products has become an important issue for businesses because of opportunities for simultaneously enhancing profitability and customer satisfaction from returned products. Since third party logistics service providers (3PLs) are playing an important role in reverse logistics operations, they should perform two simultaneous logistics operations for a number of different clients who want to improve their logistics operations for both forward and reverse flows. In this case, distribution networks have been independently designed with respect to either forward or backward flows so far. This paper proposes a mixed integer programming model for the design of network integrating both forward and reverse logistics. Since the network design problem belongs to a class of NP-hard problems, we present an efficient heuristic algorithm based on genetic algorithm (GA), of which the performance is compared to the lower bound by Lagrangian relaxation. Finally, the validity of proposed algorithm is tested using numerical examples.