요약; 최근에는 기계 학습, 특히 심층 학습에 많은 연구가 진행되고 있다. 구글, 페이스 북과 같은 대기업이 인공 지능과 기계 학습에 관심을 가지고 있기 때문에, 이러한 연구는 날마다 발전하고있다. 기계 학습은 의학, 번역 및 IT와 같은 다양한 산업에서 사용될 것으로 기대됩니다. 게임 부문은 기계학습 기술적용의 효과가 예상되는 영역 중 하나라고 간주됩니다. 본 논문에서는 MMORPG-Tera의 게임 콘텐츠에서 몬스터의 승패를 예측하는 신경망을 Tensorflow를 통해 설계하였다. 이 모델은 1 개의 입력 레이어, 2 개의 숨겨진 레이어 및 1 개의 출력 레이어를 가지고 있다. 입력 레이어에는 8 개의 노드가 있고 각 숨겨진 레이어에는 16 개의 노드가 있으며 출력 레이어에는 1 개의 노드가 있다. 더 나은 결과를 위해 우리는 그라디언트 디센트, 시그 모이드 (Sigmoid) 함수 및 Relu 함수 (Activate 함수)에 Adam을 사용한다. 준비된 데이터 세트의 마지막 부분은 테스 트 데이터 용으로 사용되고 나머지는 학습 모델 용으로 사용되었다. 이 모델은 5 ~ 10 % 오차 이내의 확률을 예측할 수 있다. 데이터 세트의 부족은 만족스럽지 않은 점으로 남아 있으며, 충분한 데이터가 수집되고 더 개선 된 모델이 준비되면 오류를 더 줄일 수 있다. 그리고 제안된 모델은 앞으로 다른 게임이나 스포츠 게임에도 적용될 것이다.

The objective of this study was to investigate the effects of freeze dried placenta supplementation on reproductive performance, colostrum and plasma biochemical composition in pregnant sows. Eleven Landrace × Large white sows were fed with corn-soybean meal diets supplemented with or without 1% freeze dried placenta powder from 10 days before their expected farrowing dates until 10 days postpartum. The colostrum protein content was significantly higher(P=0.043) in the treatment group than in the control group. Compared to the control group, the immunoglobulin G(IgG) concentration in the colostrum was significantly higher(P=0.004) in the treatment. In day 25 piglets plasma, the IgG concentration was higher(P=0.184) in the treatment than the control. The mortality rate was lower(P=0.102), and the piglet weight gain was higher(P=0.35) in the treated group. Overall, the treatment group showed greater levels of protein and IgG concentration in the colostrum, when compared to control group. Therefore, the freeze dried placenta supplementation on pregnant sows can enhance its colostrum composition, hence decrease the mortality and increase the growth rate of piglets.

Germinated brown rice flour has received much attention due to its health-functional ingredients such as dietary fibers. However, the food industry has faced challenges of using germinated brown rice flour in processed foods because it causes undesirable quality attributes such as high cooking loss and sticky texture. In this study, three different types of food additives (starches, hydrocolloids, emulsifiers) were incorporated into the formulation of extruded rice cakes and their combined effects on the cooking loss and textural properties of the germinated brown rice cakes were investigated. The addition of emulsifiers had a tendency to increase cooking loss and soften the noodle texture. Most of the starches except gelatinized and high-amylose rice flours showed similar effects to the emulsifiers. Xanthan gum, gelatin, and HPMC were positively effective in reducing the cooking loss of the rice cakes and increasing their hardness. When the ingredients were combined, the mixture of saemimyeon rice flour, HPMC, and xanthan/agar reduced the cooking loss by 66.7%. Most of all, this study provided an ingredient map that was plotted on the axis of hardness and cooking loss, depending on single and combined treatments of various ingredients.

Today, consumers are becoming more sensitive to price since price have been an essential motivation for them to choose the electronic retail venue. Recently, it is recognized that social commerce, with higher rate of daily active users, is ahead of traditional electronic mobile commerce in Korea. One of strengths in social commerce is attractive price deals for fashion brands, which positively lead to purchase probabilities. Therefore, fashion retailers should understand consumers’ price perception and their responses toward sales promotions on the social commerce. The purpose of this study is to examine the effect of consumer price perception and choice heuristics on impulse buying behavior for sales promotion of fashion brands and to examine the moderating effect of an engagement level in the social commerce. A self-administered questionnaire was developed, and mainly included consumer price perception (e.g., price consciousness, sales proneness), choice heuristics (e.g., affect referral, price referral), engagement, impulse buying and demographics. An online survey was undertaken by a research agency. A total of 235 usable responses were obtained from Korean consumers who had purchased fashion brands from social commerce sites (e.g., Coupang, Wemakeprice, Ticketmonster, etc.) using mobile devices. Respondents represent more females (n=129, 54.9%) than males (n=106, 45.1%). They are aged from 19 to 39 years old (Means=29). Results showed that consumers’ sales proneness had a positive effect on affect referral and price referral heuristics, which positively lead to impulse buying behavior. However, consumer price consciousness had a negative effect on impulse buying at the social commerce sites. Also, the mediating effect of the engagement was significant in the relationship among sales proneness, choice heuristics, and impulse buying behavior for sales promotion of fashion brands in the social commerce sites. This study discussed marketing implications for social commerce to effectively manage promotional program in the social commerce market.

Entomopathogenic fungi have been used as important part of integrated pest management program to control aphid. In particular, Beauveria bassiana was distributed throughout the world including temperate and tropical area, various habitats from alpine soil, desert soil to running water and both insect and plant. Especially the fungus has also been isolated from the surface and the interior of plants and act as natural control agent. Viability of fungi on the plant surface may be influenced by temperature, humidity, sunlight and plant type as well as fungal isolate. Persistence of treated fungal control agent on phylloplane and control efficacy may differ from environmental conditions and isolates. In this study, we investigated the persistence of an B. bassiana which is developing as prototype wettable powder to control cotton aphid, and the residual efficacy of the prototype on cucumber under three different greenhouse conditions.

미리찌 증후군은 담낭절제술을 받은 환자들 중 2% 이하를 차지하는 드문 질환이다. 담낭관 변이와 동반된 미리찌 증후 군의 경우는 수술 중 변이의 발견이 어렵고, 수술 후 합병증이 높아 수술적 치료에 어려움이 있다. 본 증례는 과거 복강경 담 낭절제술을 받은 상태에서, 담관염 소견으로 방문하여 저위 합류 담낭관의 잔여 담낭관에 담석이 감돈되어 발생한 미리 찌 증후군을 진단하고, 내시경으로 성공적으로 치료한 사례 이다. 저위합류 담낭관과 같은 해부학적 변이를 동반한 미리 찌 증후군의 경우 수술적 치료가 어렵거나, 불완전할 수 있다. 이에 내시경 역행담췌관조영술을 통한 인공배액관 삽입술 및 UDCA 약물요법 이후 풍선확장술을 이용한 담석 제거술이 수술적 치료의 대안 치료로 고려될 수 있다.

Cotton aphid, Aphis gossypii Gloever is one of the major pests on a wide range of economically important crops in the world. The sustained use of chemical insecticides to control the aphid has led to the emergence of resistant strains to numerous used insecticides. As an alternative strategy entomopathogenic fungi have been used as part of integrated pest management program to control aphid, especially insecticide-resistance population. In particular, Beauveria bassiana-based commercial bio-insecticide has been used to reduce the pest population under greenhouse conditions in various countries. In this study, we investigated the control efficacy of a prototype of commercial mycopesticide using an B. bassiana (wettable powder) against cotton aphid on potted cucumber plant in greenhouse conditions.

Bombolitin is a venom peptide originally isolated from bumblebees and possesses various biological activities, including hemolytic activity. Bombolitins exhibit amphipathic α-helical structure in lipid-membrane-mimicking environments. To investigate their pharmacological and toxicological properties, anti-tumor, anti-microbial and cytotoxic activities of bombolitins from Bombus ardens and Bombus ussurensis were evaluated. Bombolitins of the two species exhibited extremely high anti-tumor activity against ovarian tumor cells SK-OV-3 and NIH; OVCAR-3 at 25-50 μM, which is 2-fold more potent than other wasp venom peptides studied to date (Yoon et al., 2015; Yoon et al., 2016). The two bombolitins showed significantly high antimicrobial activity. However, bombolotin of B. ussurensis showed no antimicrobial activity against Escherichia coli. In addition to their high levels of anti-tumor activity, bombolitins showed considerable levels of hemolytic activity. Thus, to utilize bombolitins as a potential candidate for anti-tumor peptide drugs, further studies for reducing cytotoxic properties of bombolitns is essential.

The habitat of the cockroach varies by species. The German cockroach (Blattella germanica) lives in human dwellings, while the Japanese field roach (Blattella nipponica) lives in a mountainous region. Based on phylogenetic analysis of mtCO I, the two species are closely related to each other and B. germanica is divergent from wild species such as B. nipponica. Their habitats and walking speed differ even though the two species have similar morphology. We hypothesized that habitats might influence walking speed via changes to appendage morphology and enzyme-based physiological differences. We found that phenotype such as appendage length and esterase isozyme expression were clearly different between the two species. These differences might be responsible for the observed difference in walking speed.

Arsenic (As) is a toxic element that easily taken up by plants root. Several toxic forms of As disrupt plant metabolism by a series of cellular alterations. In this study, we applied annealing control primer (ACP)-based reverse transcriptase PCR (polymerase chain reaction) technique to identify differentially expressed genes (DEGs) in alfalfa roots in response to As stress. Two-week-old alfalfa seedlings were exposed to As treatment for 6 hours. DEGs were screened from As treated samples using the ACP-based technique. A total of six DEGs including heat shock protein, HSP 23, plastocyanin-like domain protein162, thioredoxin H-type 1 protein, protein MKS1, and NAD(P)H dehydrogenase B2 were identified in alfalfa roots under As stress. These genes have putative functions in abiotic stress homeostasis, antioxidant activity, and plant defense. These identified genes would be useful to increase As tolerance in alfalfa plants.

Various insect pests and plant disease can outbreak in a field. For the effective control of pests and plant diseases during crop cultivation, farmers simultaneously or sequentially spray various eco-friendly agricultural materials (EFAM), chemical pesticides and microbial control agents on the same fields. It was reported that many agrochemicals are harmful to entomopathogenic fungi, especially some fungicides with broad spectrum activity that are routinely applied for the control of plant diseases. In addition, some pesticides may antagonize the potential insecticidal activity and efficiency of entomopathogenic fungi. Therefore, sometimes the utilization of fungal entomopathogen in forestry and agricultural production is limited because of the undesirable interference from some fungicides and pesticides. There is little research that examines the compatibility of these EFAMs with entomopathogenic fungi and the influence of EFAMs on the control efficacy of mycopesticides. We conducted a study of influence of pretreated eco-friendly agricultural materials on control efficacy of Isaria javanica isolate against sweet potato whitefly.

Entomopathogenic fungi are natural enemies of insect pests and contribute to the natural regulation of their host populations. These fungal group are often used as active ingredients for microbial insect pest control. In addition, the potential antimicrobial effect by entomopathogenic fungi including Beauveria bassiana, Lecanicillium spp., and Isaria fumosorosea have recently been reported against fungal plant pathogens. Dual microbial control effects with entomopathogenic fungi against both aphids and cucumber powdery mildew had reported in Canada. In our previous studies we conducted bioassay with entomopathogenic fungi to develop dual microbial control agent which can control both aphid and fungal plant disease. We selected an Beauveria bassiana isolate which has high dual control effects against both cotton aphid, Aphis gossypii and sclerotinia rot, Sclerotinia sclerotiorum. In this study, we have tested the dual control efficacy of the B. bassiana isolate against cotton aphid and sclerotinia rot on whole potted cucumber plants. We found that the B. bassiana isolate protected the plant from cotton aphid and sclerotinia rot under laboratory condition.