• 한국산업정보학회:학술대회논문집
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• 한국산업정보학회 2003년도 추계공동학술대회
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• pp.621-626
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• 2003

Mining association rules in web log files can be divided into two steps: 1) discovering frequent item sets in web data; 2) extracting association rules from the frequent item sets found in the previous step. This paper suggests an algorithm for finding frequent item sets efficiently The essence of the proposed algorithm is to transform transaction data files into matrix format. Our experimental results show that the suggested algorithm outperforms the Apriori algorithm, which is widely used to discover frequent item sets, in terms of scan frequency and execution time.

• Journal of the Korean Data and Information Science Society
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• 제20권3호
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• pp.493-504
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• 2009

홈페이지는 홈페이지를 운영하고 있는 모든 조직체들을 대변하는 얼굴이다. 웹 로그데이터는 홈페이지를 방문하는 사람들의 행적을 나타낸다. 웹 로그데이터를 분석함으로써 홈페이지 운용에 대한 유용한 정보를 얻을 수 있고, 이러한 정보를 이용하여 효율적인 홈페이지 관리 및 고객관계 관리를 수행할 수 있다. 본 연구에서는 D대학교의 홈페이지에서 얻어진 웹 로그데이터를 분석함으로써 효율적인 홈페이지 관리와 신입생 유치를 위한 홍보 전략을 세우는데 기초적인 정보를 제공한다.

• 한국지반공학회:학술대회논문집
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• 한국지반공학회 2005년도 춘계 학술발표회 논문집
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• pp.1191-1198
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• 2005

To designer and builder because drilling log, last accomplishment of boring, is made by subsurface expbration of site person in charge base information intermediate delivered by unified style as is concise be. However, make and is using drilling log that is dissimilar in each engine without style or creation standard unified in the case of domestic. Civil engineers lose an opportunity that can get more informations thereby or problem of inappropriate design, construction often happens. In this study, analyzed drilling log style examination of inside and outside of the country and merits and demerits to solve problem of these design and construction. And study improvement item on recording contents and suggested consistent drilling log standard illustration plan.

• 컴퓨터교육학회논문지
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• 제6권2호
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• pp.107-120
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• 2003

웹기반 교육에서 학습과정을 평가한다는 것은 개별 학습자들의 학습 활동을 평가하는 것을 의미하기 때문에 학습자의 특정 수업내용에 대한 학습 시간, 학습 패턴, 학습 참여도(의견 교환, 질문), 학습 환경 등의 정보가 요구된다. 본 연구의 목적은 웹 기반 교육에서 쟁점이 되고 있는 학습과정 평가문제를 해결하기 위해 최적의 웹 로그 마이닝을 이용하여 학습자 개인별 학습현황에 관한 정보를 얻어 이를 수행 평가에 반영하고자 함이다. 연구 내용 및 결과로는 먼저, 학습현황 분석을 위한 항목을 선정하고 웹 로그 마이닝을 위한 로그 데이터 전처리 과정을 실행하였다. 다음으로는, 위의 웹 로그 데이터를 기초로 학습자별 데이터베이스를 구축하고 질의어를 사용하여 학습현황을 분석하였다.

• 한국철도학회:학술대회논문집
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• 한국철도학회 2005년도 추계학술대회 논문집
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• pp.569-574
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• 2005

In this study, test standards were developed for performance verification of the high speed(350km/h) rolling-stock. The performance test system consist of three type tests; the component test for core item, the completed car test for combined function & operation and the trial driving test for compatibility & interrelationship with infrastructure.

• 한국도서관정보학회지
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• 제21권
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• pp.253-289
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• 1994

The purpose of this study is about the search pattern of LINNET (Library Information Network System) OPAC users by transaction log, maintained by POSTECH(Pohang University of Science and Technology) Central Library, to provide feedback information of OPAC system design. The results of this study are as follows. First, for the period of this analysis, there were totally 11, 218 log-ins, 40, 627 transaction logs and 3.62 retrievals per a log-in. Title keyword was the most frequently used, but accession number, bibliographic control number or call number was very infrequently used. Second, 47.02% of OPAC, searches resulted in zero retrievals. Bibliographic control number was the least successful search. User displayed 2.01% full information and 64.27% local information per full information. Third, special or advanced retrieval features are very infrequently used. Only 22.67% of the searches used right truncation and 0.71% used the qualifier. Only 1 boolean operator was used in every 22 retrievals. The most frequently used operator is 'and (&)' with title keywords. But 'bibliographical control number (N) and accessionnumber (R) are not used at all with any operators. The causes of search failure are as follows. 1. The item was not used in the database. (15, 764 times : 79.42%). 2. The wrong search key was used. (3, 761 times : 18.95%) 3. The senseless string (garbage) was entered. (324 times : 1.63%) On the basis of these results, some recommendations are suggested to improve the search success rate as follows. First, a n.0, ppropriate user education and online help function let users retrieve LINNET OPAC more efficiently. Second, several corrections of retrieval software will decrease the search failure rate. Third, system offers right truncation by default to every search term. This methods will increase success rate but should considered carefully. By a n.0, pplying this method, the number of hit can be overnumbered, and system overhead can be occurred. Fourth, system offers special boolean operator by default to every keyword retrieval when user enters more than two words at a time. Fifth, system assists searchers to overcome the wrong typing of selecting key by automatic korean/english mode change.

• 한국식품위생안전성학회지
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• 제13권4호
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• pp.319-331
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• 1998

본 연구는 학교급식에서 Cook/chill system으로 생산 가능한 음식으로 돼지 불고기를 선정하고 모의실험을 통해 급식생산체계를 반복 실시함으로서 식품 위해 분석 중요관리점(HACCP)을 규명하고, 저장기간중의 음식품질 평가를 통해 합리적인 저장기한을 설정하고자 수행되었으며, 그 연구결과는 다음과 같다. 돼지불고기는 냉동상태로 운반되지 않아 온도상승이 일어난 검수 단계를 제외하면 각 생산 단계별 기준이 준수된 양호한 상태 하에서 생산된 것으로 나타난다. 생산단계별 미생물 분석결과, 원재료($4.26{\pm}0.11\;Log\;CFU/g$)에서 중온균수가 조리하지 않은 식품 기준 이내이나 다소 높게 나타났고, 양념장($5.97{\pm}0.04\;Log\;CFU/g$)에서는 조리하지 않은 식품 기준에 근접한 수준이었으며, 양념으로 재우는 과정($5.56{\pm}0.21\;Log\;CFU/g$)도 위험 수준이었다. 가열 조리 후 최종 음식온도가 $8.25{\pm}3.54^{\circ}C$에 도달하였으나 중온균수($5.17{\pm}0.04\;Log\;CFU/g$)가 급식 단계 음식기준을 초과한 위험한 수준이었고, 기타 미생물은 검출되지 않았다. 급속 냉각과 저장 1일, 3일, 5일 동안도 중온균수가 급식단계 음식 기준에 근접한 위험한 상태였고 기타 미생물은 검출되지 않았다. 재가열 처리에 의해 저장 1일($4.62{\pm}0.22\;Log\;CFU/g$), 3일($4.55{\pm}0.20\;Log\;CFU/g$), 5일($4.25{\pm}0.16\;Log\;CFU/g$) 모두 중온균수는 감소하여 급식단계 음식기준에 충족한 상태가 되었다. 배분 3조건에서도 급식단계 음식 기준 이내에 들었다. 저장 5일간 이화학 분석 결과 pH, 산가, 휘발성 염기 질소 모두 저장 5일에 유의적으로 증가하였고, 관능평가에서는 모든 항목들이 유의적인 차이를 보이지 않았다. 티아민 정량 분속 결과 ,가열 전의 티아민 함량을 100%으로 했을 때, 가열 후에는 78.6%로 손실이 일어났으며, 냉각과 저장 1일, 3일은 티아민 손실을 거의 일으키지 않는 것으로 나타났다. 그러나 저장 5일에는 티아민이 현저히 저하되어 62.5% 보유에 그쳤다. 저장기간에 따른 미생물적, 이화학적, 관능적 품질을 분석한 결과와 티아민 함량의 변화를 고려하여 돼지불고기의 저장기한을 3일로 제안하며, 생산 단계별 온도-소요시간 측정 및 미생물 분석을 통해 규명된 중요관리점은 돼지고기와 양념장재료인 파, 마늘, 생강의 구입 및 검수, 가열조리, 냉각, 저장, 재가열과 배식단계였다.

• Journal of the Korean Data and Information Science Society
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• 제25권6호
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• pp.1591-1598
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• 2014

The reviews of the balance sheet of commercial banks showed that loan item constitutes the largest portion of bank's assets. Although the sector has highest rate of profit, it possesses the greatest risk. Identifying factors that can contribute in lifting-up the loan repayment rate of customers of Hawassa district commercial bank is the major goal of this study. A sample of 183 customers who took loan from October, 2005 to April, 2012 was taken from the bank record. Kaplan-Meier estimation method and univariate Cox proportional hazard model were applied to identify factors affecting bank loan repayment rate. The result from Kaplan-Meier survival estimation revealed that the loan repayment rate is significantly related with loan type, and previous loan experience, educational level and mode of repayment. The log-rank test indicates that the survival probability of loan customers is not statistically different in repaying the loan among groups classified by sex. Moreover, the univariate Cox proportional hazard model result portrayed that educational level, having previous loan experience, mode of repayment, collateral type and purpose of loan are significantly related with loan repayment rate of customers commercial bank. Hence, banks should design loan strategies giving special emphasis on the significant factors while they are giving loans to their customers.

• 한국산림과학회지
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• 제25권1호
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• pp.49-71
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• 1975

The importance of bamboo as raw material for bamboo wares and several kinds of industrial products is highly appreciated at home and abroad. But different kinds of bamboo-bundle systems have been traditionally used in the local areas. There being no reasonable bamboo-bundle system, we have a lot of difficulty in trading bamboo products and executing adrinistmative works. Therefore, a reasonable bamboo-bundle system based on scientific proofs needs to be tested and established for fair trade and administration. This study is carried out to solve the above difficulty with statistical investigation and analysis. The results obtained are as follows. 1. The larger the circles at eye-height become, the more the possibility of the largest internode covering the span between eye-height and 1/4 height increases. 2. The longest internodes are distributed according to a rule without relation to circles at eye-height. 3. The tapering grade of bamboo culms is very high and its form is almost the same without relation to its size. (Form exponent; 0.71-1.05, eye-height form factor; 0.60-0.66, 1/4 becomes, seeing that the circle grade and the percentage of actual volume height form factor; 0.61-0.69). 4. The larger the circles at eye-height are, the lower the percentage of actual volume have negative curve relation to each other. 5. It is considered that the numbers of bamboos bundled in a "Sok" is not decided according to the usefulness of bamboos, judging from the fact that the outputs of bamboo wares per "Sok" in every circle grade are not the same. 6. As the results of the regression analysis, the empirical formulae of several amounts to circles at eye-height and culm length are as follows; Volume, $${\hat{y}}_i=\bar{3}.821874+2.013181log\;C_i+0.839128log\;H_i$$ $$V=0.0066355\;C^{2.013181}\;H^{0.839128}$$ Actual volume, $${\hat{y}}_{ai}=3.915338+0.776549log\;C_i+1.857000log\;H_i$$ $$V_a=0.0082288\;C^{0.776549}\;H^{1.857000}$$ Weight, $$w_i=3.869148+1.936410log\;C_i+0.566904log\;H_i$$ $$W=0.0073986\;G^{1.936410}\;H^{0.565904}$$ 7. Korean Phyllostachys bambusoides Sieb. et Zucc. is almost the same as that of Japan in several amounts, just the same especially in the weight. 8. It is found that the bamboo-bundle systems of Korea and Japan have much closer relation to the weight than other amounts. So It is, therefore, considered that the weight is important factor in deciding bamboo-bundle system. 9. According to the item 8, I should like to propose the appropriate numbers per "Sok" adjusted on the basis of the weight in the Table 18.

• 품질경영학회지
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• 제27권3호
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• pp.79-93
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• 1999

The common accelerated life test(ALT) consists of test methods applying a constant stress, higher than the use condition stress, to items. There we, however, situations for which a progressive stress ALT, in which the stress on a test item is continuously increased with time, Is more convenient to perform testing and simpler in analyzing data than a constant stress ALT. When a product under constant stress s follows a Weibull distribution with parameters $\theta$(5) and $\beta$, maximum likelihood(ML) estimators of parameters involved in the model are obtained and their asymptotic distributions are derived under stress bounded ramp tests in which the stress is increased linearly from use condition stress to the stress upper bound. The optimum test plans are also found which minimize the asymptotic variance of the ML estimator of the log mean life at design constant stress. For selected values of the design parameters, tables useful for finding optimal test plans are given. The effect of the pre-estimates of design parameters is studied.