Recently, transaction data is accumulated everywhere such as bank and IT company. Association analysis methods are usually applied to analyze transaction data, but the methods have several problems. For example, these methods only consider one-way relations among items and cannot reflect domain knowledge to analysis process. In order to overcome defect of association analysis methods, we suggest a transaction data analysis method based on probabilistic graphical model (PGM) in this study. The method we suggest has several advantages as compared with association analysis methods. For example, this method has a high flexibility, so it can give a solution to various probability problems regarding the transaction data and can consider various relationships among items.

Two key challenges in statistical relational learning are uncertainty and complexity. Standard frameworks for handling uncertainty are probability and first-order logic respectively. A Markov logic network (MLN) is a first-order knowledge base with weights attached to each formula and is suitable for classification of dataset which have variables correlated with each other. But we need domain knowledge to construct first-order logics and a computational complexity problem arises when calculating weights of first-order logics. To overcome these problems we suggest a method to generate first-order logics and learn weights using association analysis in this study.

The age and growth of the Marbled sole, Pleuronectes yokohamae were investigated using left sagittal otoliths of 832 individuals collected in the mid-southern waters of Korea from January 2006 to April 2007. The seasonal changes in the ratio of an translucent zone to interval between annular rings revealed that the boundaries between translucent and opaque parts of the otolith were annual growth rings formed between May and June once a year. The spawning period was November to March and therefore the duration from fertilization to the complete formation of the annual growth ring became fifteen months. The parameters of von Bertalanffy growth equations estimated using the average standard length at each age are the L∞ of 48.04cm, K of 0.1406/year and t0 of -0.5116 for female and 26.14cm, 0.3056/year and -0.8202 for male, respectively. Finally, it is suggested that the growth of female is faster than that of male from age-2.

본 연구는 저장 기간 및 온도에 따른 방울토마토와 양상추 의 미생물 종류와 성장 패턴 및 품질특성을 구명하였다. 방울 토마토와 양상추를 각각 5℃, 10℃와 15℃ 저장조건에서 1주 일 간격으로 pH, 색도, 미생물 종류와 성장 패턴을 조사하였 다. 방울토마토와 양상추 모두 저장 초기에 비해 저장기간 및 저장온도가 증가할수록 유기산 성분 용출이나 젖산균 증식 으로 인해 pH 감소가 일어난 것으로 나타났다. 방울토마토는 저장기간에 따라 색도 변화에 차이를 보였는데, 특히 저장기 간 21일째에 전 온도에서 저장 초기에 비해 명도, 적색도 및 황색도 모두 감소하였다. 양상추는 저장기간이 증가할수록 호흡에 의한 산화적 갈변으로 인해 명도가 감소하였고, 특히 15℃에서 저장한 경우에 적색도와 황색도가 유의적으로 증 가한 것으로 나타났다. 저장기간 및 온도에 따른 미생물의 종 류 및 성장 패턴의 결과를 분석한 결과, 방울토마토와 양상추 는 10℃와 15℃에서 저장한 경우, 곰팡이를 제외하고 총 균 수, 대장균군수, 효모는 저장 초기에 비해 모두 증가한 것으 로 나타났지만, 전 저장기간 및 저장온도에서 대장균과 황색 포도상구균은 검출되지 않았다. 본 연구 결과, 방울토마토와 양상추는 저장기간 및 저장온도에 따라 품질과 미생물의 생장에 영향을 미치므로 10℃와 15℃에 비해 5℃에서 7일 이하 로 저장하였을 때, 품질과 미생물 수 변화가 적었으므로, 이 점을 고려할 때 본 연구결과와 같은 적절한 저장기간 및 저장 온도를 유지한다면 품질의 안전성을 확보하여 신선한 품질 을 유지할 수 있을 것이라 사료된다.

The age and growth of the Pacific cod, Gadus macrocephalus were investigated using left sagittal otoliths of 682 individuals collected in the West Sea of Korea from January to December 2007. The seasonal changes in the ratio of an opaque zone to interval between annular rings revealed that the narrow translucent parts of the otolith were annual growth rings formed between February and March once a year. The spawning period was December to January and therefore the duration from fertilization to the complete formation of the opaque zone became thirteen months. From the parameters calculated using the average length when the year ring was formed, the estimated von Bertalanffy growth equations were Lt=100.0(1-e-0.1640(t+0.5247)) for females and Lt=64.6(1-e-0.3335 (t+0.3342)) for males when is total length in age t.

The aim of this article is to analyze how the characters of Tolstoy's novel War and Peace experience the death of the others. After the death of his wife, Andrey feels very guilty, for he abandoned her, preferring his social ambition to the happiness of his family. Andrey's life in seclusion is the means by which he punishes himself and is itself his social and spiritual death. He is called again to life only after he meets Natasha, the symbol and embodiment of life in this novel. Maria goes through the process of grief after her father's death. Retrospection tums out to be a vital element in the process of grief. After she successfully detaches herself from her deceased father, she meets Nicholas, her future husband and she returns to a normal life. Another heroine of the novel, Natasha also undergoes the process of grief after the death of Andrey, her former fiancé. But life brings her back to itself by arousing love towards her family in her. Pierre learns from Karataev the lesson that everything happens according to God's will or fate and one must receive everything as it happens. He receives Karataev's death as natural, not even grieving over him. Karataev remains in his memory as an embodiment of goodness, truth and simplicity.

In this study, the effects of intake of Acer mono Max. seed oil, and Magnolia denudata seed oil on the lipid levels of mouse blood were compared to those of commercially available vegetable oils. FiveICR mice were each fed a corn oil, Acer mono Max. seed oil, and Magnolia denudata seed oil supplemented diet for a total of 8 weeks. The serum profiles of mice fed Acer mono Max. seed oil and Magnolia denudata seed oil were high in palmitic acid, oleic acid, and linoleic acid. The saturated fatty acid contents of mice fed Acer mono Max. seed oil and Magnolia denudata seed oil were 3.95% and 0.88%, whereas the unsaturated fatty acid contents were 8.71% and 4.60%, respectively. The liver and spleen weights of mice fed Acer mono Max. seed oil were higher than those fed corn oil (p<0.05). Total cholesterol level was highest in mice fed Acer mono Max. seed oil (p<0.05), whereas there were no significant changes in the cholesterol levels of mice fed Magnolia denudata seed oil and corn oil. The HDL-cholesterol levels in mice fed Acer mono Max. seed oil (175.80±27.66 ㎎/㎗) and in those fed Magnolia denudata seed oil (145.20±19.10 ㎎/㎗) were higher compared to those of mice fed corn oil (p<0.05). In conclusion, there were no significant differences in fatty acid composition between mice fed Acer mono Max. seed oil and Magnolia denudata seed oil. Future study on the antioxidant effects of seed oils should be carried out.

This study is a survey of regulatees' perception on main contents and enforcement effect of the Act, the retailers at food stores within Green Food Zone, for the effective enforcement of “The Special Act on the Safety Management of Children's Dietary Life” legislated in 2008. Percentage, frequency analysis, and T-test are derived from the survey carried out to the 175 retailers at food stores within Green Food Zone, across the country except Jejudo, for the two months March and April of 2011. The survey results are as follows. Over 80% of the respondents are aware of comprehensive policy for child food safety and the enforcement of 'the Special Act' and considering the rate of satisfaction on food safety information provided by government, over 90% of the respondents, virtually most of them, are satisfied. The rate of awareness of Green Food Zone is about 80% and that of outstanding business for children is about 50%, showing little perception of it. The comparison of the survey result of 2011 with that of 2010, which have the same questions to the retailers within Green Food Zone, still indicates a need for enhancement of understanding on absolute standard, though it showed fairly better improvement in general. Several proposals are given in this study based on the survey results, which will contribute to the children food safety and health improvement in the end.

Characteristics of age and growth of the black rockfish, Sebastes inermis sampled in the Jeonnam Marine Ranching Area (JMRA) around Geumo Islands south of Yeosu were investigated using 642 otoliths from March 2009 to February 2010. The opaque zone was formed in September once a year and hence it was used as an annulus. The parturient period was December to January, and therefore the duration from fertilization to the complete formation of the opaque zone was nineteen months. From the parameters calculated using the average length when the year ring was formed, growth of S. inermis were expressed by von Bertalanffy growth equation as Lt=23.267 (1-e-0.4406(t+1.1971)) for females and Lt=22.030 (1-e-0.5312(t+0.6834)) for males when is total length in age t. Through the growth equations, the maximum length was determined as 23.27cm for females and 22.03cm for males and the growth factor as 0.4406/yr and 0.5312/yr, respectively. Finally, the growth of female S. inermis is larger than the one of male S. inermis.

In the environment of 450mm wafers production known as the next-generation semiconductor production process, one of the most significant features is the full automation over the whole manufacturing processes involved. The full automation system for 450mm

감태 분말의 대체량을 0-8%로 달리하여 스펀지 케이크를 제조한 후 물리화학적 및 관능적 품질특성을 측정하고 각 특성사이의 상관관계를 살펴보았다. 감태 분말의 대체비율이 증가함에 따라 반죽의 비중은 점차적으로 증가하는 경향을 나타내었고, 케이크의 비체적은 감태 분말 대체에 따라 감소하고 굽기 손실은 증가하였다. 부피지수는 감소하는 경향을 보여 감태 분말의 비율이 높아지면 케이크의 부피가 작아짐을 알 수 있다. 밝기는 나타내는 L*값은 유의적으로 감소하였으며(p<0.05), 경도는 점차적으로 증가하였다. 관능검사 결과 감태 분말대체에 따라 대부분의 관능 특성이 뚜렷하게 구분되었다(p<0.05). 한편 상관분석 결과 감태 분말의 대체수준은 a*값과 관능적 경도(firmness)를 제외하고 모든 품질특성과 유의적인 상관관계를 나타내었다(p<0.05, p<0.01 또는 p<0.001).

In 450mm wafers production environment for next generation Fab, one of the most significant features is the adoption of full automation to the whole manufacturing processes involved. The full automation system will prevent the workers from intervening the manufacturing processes as much as possible and increase the importance of each individual wafer noticeably, and thus require a more robust scheduling system for entire semiconductor manufacturing processes. The scheduling system for 450mm wafers production also should be capable of monitoring the status of each individual wafer and collecting useful Fab data in real time. In this study, we first analysis of cluster tool in 450mm wafers production environment, and then propose a real-time scheduling algorithm based on timetabling algorithm.

In 450mm wafers production environment for next-generation semiconductor production, one of the most significant features is the adoption of full automation to the whole manufacturing processes involved. The full automation system applied to the whole manufacturing processes will prevent the workers from intervening the manufacturing processes as much as possible and increase the importance of each individual wafer noticeably, and thus require a more robust scheduling system for entire semiconductor manufacturing processes. The scheduling system for 450mm wafers production also should be capable of monitoring the status of each individual wafer and collecting useful fab data in real time. Based on data (or information) gathered in each process, the real-time scheduling system function efficiently to control the whole semiconductor manufacturing processes. In this study, we first carry out preliminary survey on the system requirements and the necessary functions for constructing the real time scheduling system with considering the changes from 300mm wafer production environment to 450mm wafer production environment, and then propose the scheduler system architectures for the cluster-type production processes which are the general in 450mm wafer production environment for the efficient production scheduling. The system architectures proposed in this study involve the modules for real-time scheduling, the modules for supporting the cluster-type production, the modules for finding optimal schedules, and so on. Also, we provide the specifications of the key required functions and capabilities of the modules and the relationship among the modules proposed.　

The purpose of this study was to investigate the antibacterial effect of films on shelf-life and microbiological Safety of pork meat. Effects of antimicrobial films against total aerobic bacteria, Escherichia coli O157:H7, Listeria monocytogenes, Salmonella Typhimurium, Staphylococcus aureus in pork meat were evaluated during storage of 14 days at 5℃, 10℃ and 15℃. Antimicrobial films were developed with addition of a natural substance, wasabi extracts (Wasabia japonica). At 5℃ storage, growth of total aerobic bacteria, E. coli O157:H7, L. monocytogenes were inhibited higher than at 10 and 15℃. Especially, the numbers of S. Typhimurium and S. aureus were increased gradually at 5℃ even in the control sample, and it takes more than 14 days to increase in every sample upto 6 log10 cfu/g. The higher antimicrobial effects of the films were observed at storage of 5℃ than at 10oC and 15℃. There was a limit of a single treatment of antimicrobial film to prolong shelf-life of pork meat. The synergistic effect of antimicrobial film were observed with addition of refrigeration at 5℃.

  Recent advances in mobile computing technologies and platform-independent information systems have enabled to realize a ubiquitous environment. Community computing has been developed as a useful tool for realizing collaborative services in a ubiquitous

From the course of screening of useful xylanase producing microorganism from a phytophagous longicorn beetle, we isolated an extra-cellular xylanase producing strain, Paenibacillus sp. HY-8 from the intestine of Moechotypa diphysis adult. On the basis of morphological, biochemical and phylogenetic studies of the new isolate was identified as a Paenibacillus species. Production of xylanase in this strain was strongly induced by adding xylan to the growth medium and repressed by glucose or xylose. The highest xylanase production was attained in the M9 media containing 1% yeast extract and 0.5% birchwood xylan when cultured at 25℃ for 24 hrs. HY-8 producing xylanase showed superior hydrolytic activities against various plant source feedstuff than control xylanase produced by Tricoderma sp. at pH 6.0.