SW, AI 등으로 인한 사회적 변화는 교육에도 영향을 미치고 있다. 변화하는 기술이나 산업에 대응하기 위한 교육과정의 변화는 교사들의 역량 강화에 대한 요구로 이어지고 있다. 이에 본 연구는 개정될 교육과 정에 적응할 수 있도록 교사의 AI 관련 융합 역량 강화를 위한 교육과정을 개발하기 위한 목적으로 진행되 었다. 목적 달성을 위해 18개의 국내외 대학의 AI 관련 교육과정을 분석하였다. 분석 결과를 토대로 초중등 교사를 위한 AI융합 교육과정을 개발하였다. 초중등 교사들을 위한 교육대학원의 AI융합 교육 교육과정은 6개 영역에서 총 28개의 과목으로 개발하였다. 필수 영역을 비롯하여 AI교육 방법론, 소프트웨어 입문, 인공지능을 위한 프로그래밍, 데이터과학과 기계학습, AI와 교육의 6개의 영역이다. 각 영역은 3개에서 8개의 과목으로 구성되었다.

한우 송아지의 생후 환경스트레스에 대한 면역반응성 및 신바이오틱제제의 급여효과를 구명하기 위해서 출생 후부터 각 처리구별로 5두씩 배치하여 총10두(2처리×5두)를 대상으로 대조구(신바이오틱제제미투여)와 처리구(신바이오틱제제 투여구)로 배치하여 총 65일간(포유기간) 시험하였다. 송아지 체중은 대조구(21.4±2.51 kg - 57.0±12.83 kg)에 비해 신바이오틱제제 급여 처리구(22.0±2.12 kg - 53.2±4.32 kg) 개체간의 체중의 편차를 줄이는 역할을 하는 것으로 나타났다. Nitric oxide는 신바이오틱제제 처리구(12.52 μM/L-39.72 μM/L)가 대조구(19.68 μM/L-64.80uM/L)보다는 낮았으며, 코티졸 농도는 한우 송아지 신바이오틱제제 처리구에서 7일령, 45일령, 그리고 65일령에서 유의적으로 감소하였고(P<0.05), 혈중 Glutathione는 65일령에서 유의적으로 증가하였다(P<0.05). SOD의 농도는 신바이오틱제제 처리구의 28일령과 65일령에서 유의적으로 감소하였고(P<0.05), H2O2의 농도는 신바이오틱제제 처리구 45일령과 65일령에서 유의적으로 감소하였다(P<0.05). Interlukin-1β 농도는 대조구에서 28일령(43.26±4.40 pg/mL)과 처리구 21일령(24.68±3.20 pg/mL)에 가장 높았으며, 14일령, 28일령, 65일령의 신바이오틱제제 처리구에서는 유의적으로 낮았다. IL-2 농도는 대조구 28일령 (218±16.94 pg/mL)과 신바이오틱제제 처리구 7일령(174.60±11.60 pg/m)에서 각각 가장 높았고, 21일령 이후 처리구에서 유의적으로 감소하였다. IL-6 농도 또한 대조구 28일령(403.20±48.19 pg/mL)과, 신바이오틱제제 처리구 65일령( 238.20±15.63 pg/mL)에서 가장 높았으며, 21일령 이후 신바이오틱제제 처리구에서 유의적으로 낮았다. PGE2 농도는 대조구 45일령(3660±463.25 pg/mL)과 신바이오틱제제 처리구 45일령(1070±141.92 pg/mL)에서 각각 가장 높았으며, 14일령 이후 신바이오틱 제제 처리구에서 유의적으로 낮았다. 앞의 결과를 종합해보면, 신바이오틱제제의 경구투여로 생체내의 싸이토카인의 체내 균형조절 및 면역 염증반응을 억제하는 데 관여하는 것으로 보인다. 그리고 신바이오틱제제의 급여로 분만 직후 한우 송아지의 체내의 변화가 체외의 변화로 이어져 가축의 성장촉진 및 열악한 주변환경 극복 등에 보다 더 확실한 효과를 기대하기 위해서는 신바이오틱제제의 급여기간을 늘릴 필요가 있을 것으로 사료된다.

A fiber-optic reference signal transmission system, which transmits the 1.4 GHz reference signal from H-maser to receiver cabin in radio telescopes, was adopted for compensating the phase changes due to temperature variation and antenna movement. At the first experiment, the remote signal’s phase changed more than 15 degrees at 1.4 GHz. We found unstable components in sub-system experiments and replaced them. The main cause of unstable phase stability was the unaligned polarization axis between Laser Diode and Mach-Zehnder Modulator (MZM). The improved system stability showed 1 × 10-16 allan standard deviation at 1,000 sec integration time with the antenna fixed. When the antenna moves in the azimuth axis, the 1.4 GHz remote signal showed the phase change smaller than 0.2 degrees.

New somatic chromosome numbers and karyotype analyses of 33 medicinal herbs (30 genera, 23 families) in Korea were investigated. The chromosome numbers of 4 taxa, Euryale ferox, Rodgersia podophylla, Cirsium japonicum var. ussurience, Eehinops setifer, showed results that are different from previous reports. Among 33 taxa, 23 taxa were reported for the first time, and karyotype analyses were newly conducted for 2 taxa (Tiarella polyphylla, Crepidiastrum denticulatum) in Korea. In addition, we observed for the first time the new chromosome numbers for 4 taxa distributed evenly over the world (Lindera erythrocarpa, Corylopsis glabrescens var. gotoana, Ardisia crenata, Callicarpa japonica var. luxurians).

한반도 희귀식물인 백운산 나도승마 자생지에 대한 식물사회학적 조사를 수행하였다. 본 조사지의 식생은 전형적인 온대남부의 참나무림으로서 토양습도는 높고, 아고산지역의 평평한 지역으로 조사되었다. 본 조사지는 동아시아에만 한정적으로 분포하는 나도승마 보전을 위한 매우 중요하다. 그러므로 장기생태 관측을 통한 연구를 통하여 보전지구로의 지정 등의 보전방안이 시급히 마련되어야 할 것으로 생각된다.

This study was performed to determine the optimum coagulant dosing for effective treatment of raw water in Chinyang lake. Removal rates of algae and characteristics of the water according to coagulants dosage were investigated by treatment with Microcystis aeruginosa, which is a kind of blue-green algae, to the raw water below 5NTU. The coagulants dosage for maximum removal rate of algae were 30 ㎎/ℓ of Alum, 30 ㎎/ℓ of PAC and 10 ㎎/ℓ of PACS, respectively. The removal rate of algae in 30 ㎎/ℓ of PAC was highest as 85% compared with the other treatments. At the point of maximum removal rate of algae, the removal rates of turbidity were 34%, 66% and 22% in Alum, PAC and PACS, respectively. Residual Al was decreased depend upon decreasing turbidity in water by treatment of Alum or PAC, but decreased depend upon increasing turbidity in water by treatment of PACS. The removal rate of Mn2+ in water was high in the order of Alum, PAC and PACS treatment. And Fe2+ in water was not changed by treatment of these coagulants. Particle numbers distributions according to the particle size of suspended solids that were not precipitated at 8 min. of settling time after treatment of coagulants dosage for the maximum removal rate of algae were investigated. Most of the particle sizes were below 30 ㎛ and particle numbers distributions below 10 ㎛ were 64%, 56% and 66% by treatment of Alum, PAC and PACS, respectively. Zeta potential was in the range of -6.1∼-9.7 mV at optimum coagulants dosage for algae removal.

Traffic accidents increase with the increase of the vehicles in operation on the street. Especially big traffic accidents composed of over 3 killed or 20 injured accidents with the property damage become one of the serious problems to be solved in most of the cities. The purpose of this study is to build the discrimination model on big traffic accidents using the Quantification II theory for establishing the countermeasures to reduce the big traffic accidents. The results are summarized as follows. 1)The existing traffic accident related model could not explain the phenomena of the current traffic accident appropriately. 2) Based on the big traffic accident types vehicle-vehicle, vehicle-alone, vehicle-pedestrian and vehicle-train accident rates 73%, 20.5% 5.6% and two cases respectively. Based on the law violation types safety driving non-fulfillment center line invasion excess speed and signal disobedience were 48.8%, 38.1% 2.8% and 2.8% respectively. 3) Based on the law violation types major factors in big traffic accidents were road and environment, human, and vehicle in order. Those factors were vehicle, road and environment, and human in order based on types of injured driver’s death. 4) Based on the law violation types total hitting and correlation rates of the model were 53.57% and 0.97853. Based on the types of injured driver’s death total hitting and correlation rates of the model were also 71.4% and 0.59583.

This study was performed to determine the optimum coagulant dosing amount for effective treatment of raw water. The removal rate of turbidity and the variations of water qualities according to various dosage of coagulants such as Alum, PAC and PACS were investigated. The optimum coagulant dosing amount to make the lowest turbidity of water were 35㎎/ℓ of Alum, 30㎎/ℓ of PAC and l0㎎/ℓ of PACS in case of 5 NTU of raw water turbidity, and 30㎎/ℓ of Alum, 25㎎/ℓ of PAC and l0㎎/ℓ of PACS in case of 10 NTU of that, respectively. The removal rates of turbidity at 4 min. and 8 min. of settling time were 10 and 72% of Alum, 44 and 62% of PAC and 25 and 55% of PACS in case of 5 NTU, and 52 and 70% of Alum, 90 and 95% of PAC and 10 and 28% of PACS in case of 10 NTU, respectively. Judging from the settling capability of floc., the reaction time of floc. formation and removal efficiency of turbidity, PAC was evaluated as more effective coagulant than Alum and PACS. Also PAC was regarded as the most effective coagulant when the water supply was changed sharply and the fluctuation of the surface loading occured with wide and sharp in seettling basin. pH and alkalinity of the water were decreased with increasing coagulants dosage. But pH and alkalinity were not decreased below 5.8 which is the standard for drinking water quality, and l0㎎/ℓ which is the limit concentration of floc. breakage, respectively. Residual Al of the treated water was decreased with increasing coagulants dosage in case of 5 and 10NTU of raw water turbidity. KMnO_4 consumption of the water was decreased with increasing coagulants dosage. The reduction rate of KMnO_4 consumption at the optimum coagulants dosage were 39% of Alum, 18% of PAC and 11% of PACS in case of 5 NTU of raw water turbidity, and 42% of Alum, 27% of PAC and 36% of PACS in case of 10 NTU of that, respectively. Any relationship was not found between the removal rate of turbidity and KMnO_4 consumption. TOC of the water was a bit decreased with increasing coagulants dosage up to 30㎎/ℓ but not changed above 30㎎/ℓ of coagulants dosage. The degree of TOC reduction was increased in the order of Alum, PAC and PACS treatment. Zeta potential of the colloidal floc. at the optimum coagulants dosage was in the range of -20∼-15mV in case of 5 NTU of raw water turbidity and 0∼0.5mV in case of 10 NTU of that, respectively. Although the kinds and dosages of coagulants were different, zeta potential range were fixed under the conditions of the best coagulation efficiency.