• 제목/요약/키워드: Research-based

검색결과 86,771건 처리시간 0.083초

Design of Artificial Intelligence Education Program based on Design-based Research

  • Yu, Won Jin;Jang, Jun Hyeok;Ahn, Joong Min;Park, Dae Ryoon;Yoo, In Hwan;Bae, Young Kwon;Kim, Woo Yeol
    • International journal of advanced smart convergence
    • /
    • 제8권4호
    • /
    • pp.113-120
    • /
    • 2019
  • Recently, the artificial intelligence(AI) is used in various environments in life, and research on this is being actively conducted in education. In this paper, we designed a Design-Based Research(DBR)-based AI programming education program and analyzed the application of the program for the improvement of understanding of AI in elementary school. In the artificial intelligence education program in elementary school, we should considerthat itshould be used in conjunction with software education through programming activities, rather than creating interest through simple AI experiences. The designed education program reflects the collaborative problem-solving procedures following the DBR process of analysis - design - execution - redesign, allowing the real-world problem-solving activities using AI experiences and block-type programming language. This paper also examined the examples of education programs to improve understanding of AI by using Machine Learning for Kids and to draw implications for developing and operating such a program.

대사증후군 환자를 위한 생활습관정보 관리 시스템의 개발 (Development of Lifestyle Information Management System for Patients with Metabolic Syndrome)

  • 김지언;노시형;정창원;김태훈;전홍영;유태양;윤권하
    • 한국정보처리학회:학술대회논문집
    • /
    • 한국정보처리학회 2017년도 춘계학술발표대회
    • /
    • pp.609-610
    • /
    • 2017
  • 국내 외에서 잘못된 생활습관으로 대사증후군 환자가 급증하고 있다. 최근 대사증후군 환자들을 위한 웨어러블 디바이스를 이용하여 생활습관정보를 수집 분석하여 피드백하는 연구가 진행되고 있다. 생활습관 정보를 수집하는 대표적인 방법은 온라인/오프라인 설문지 또는 웨어러블 디바이스를 활용하여 수집하는 형태로 구분된다. 그러나 기존 설문지 방법은 연속적인 데이터를 얻기 어렵고, 웨어러블 디바이스를 이용하는 방법은 신뢰성 있는 데이터를 수집하기에는 한계가 있다. 따라서 본 논문에서는 대사증후군 환자를 대상으로 생활습관 정보 수집을 위한 병원의 설문지를 앱을 기반으로 개발하여 수집하고 스마트 폰과 밴드와 같은 웨어러블 디바이스를 이용하여 실시간 활동정보를 수집하여 환자 생활 습관에 따른 맞춤 별 예방정보를 제공하는 시스템을 제안하고자 한다.

Application of Multi-step Undervoltage Load Shedding Schemes to the KEPCO System

  • Shin, Jeong-Hoon;Nam, Su-Chul;Lee, Jae-Gul;Choy, Young-Do;Kim, Tae-Kyun;Song, Hwa-Chang
    • Journal of Electrical Engineering and Technology
    • /
    • 제4권4호
    • /
    • pp.476-484
    • /
    • 2009
  • This paper deals with improvements to the special protection schemes (SPS) which have been applied to the low probability and high impact contingencies in the Korea Electric Power Corporation (KEPCO) system since 2004. Among them, the SPS for voltage instability in the Seoul metropolitan area is considered in this paper, and is a form of event-based undervoltage load shedding with a single-step scheme. Simulation results based upon a recent event that occurred on 765kV lines show that the current setting values of the SPS have to be revised and enhanced. In addition, by applying response-based multi-step undervoltage load shedding (UVLS) schemes to severe contingencies in the system, more effective results than those of the existing single-step SPS can be obtained. Centralized and distributed UVLS schemes are considered in the simulation. ULTC-based load recovery models and over excitation limiters (OXL) for the KEPCO system are also included in the long-term voltage instability studies.

Sequence-Based Screening for Putative Polyketide Synthase Gene-Harboring Clones from a Soil Metagenome Library

  • JI SANG CHUN;KIM DOCKYU;YOON JUNG-HOON;OH TAE-KWANG;LEE CHOONG-HWAN
    • Journal of Microbiology and Biotechnology
    • /
    • 제16권1호
    • /
    • pp.153-157
    • /
    • 2006
  • A soil metagenomic library was constructed using an E. coli-fosmid cloning system with environmental DNAs extracted from Kwangreung forest topsoil. We targeted the genes involved in the biosynthesis of bacterial polyketides. Initially, a total of 36 clone pools (10,800 clones) were explored by the PCR-based method using the metagenomic DNAs from each pool and a degenerate primer set, which has been designed based on the highly conserved regions among ketoacyl synthase (KS) domains in actinomycete type I polyketide synthases (PKS Is). Six clone pools were tentatively selected as positive and further examined through a hybridization-based method for selecting a fosmid clone containing PKS I genes. Colony hybridization was performed against fosmid clones from the 6 positive pools, and finally 4 clones were picked out and confirmed to contain the conserved DNA fragment of KS domains. In this study, we present a simple and feasible sorting method for a desired clone from metagenomic libraries.

Biocontrol Traits and Antagonistic Potential of Bacillus amyloliquefaciens Strain NJZJSB3 Against Sclerotinia sclerotiorum, a Causal Agent of Canola Stem Rot

  • Wu, Yuncheng;Yuan, Jun;Raza, Waseem;Shen, Qirong;Huang, Qiwei
    • Journal of Microbiology and Biotechnology
    • /
    • 제24권10호
    • /
    • pp.1327-1336
    • /
    • 2014
  • Bacillus amyloliquefaciens strain NJZJSB3 has shown antagonism of several phytopathogens in vitro, especially Sclerotinia sclerotiorum. Both the broth culture and cell suspension of strain NJZJSB3 could completely protect the detached leaves of canola (Brassica napus) from S. sclerotiorum infection. In pot experiments, the application of strain NJZJSB3 cell suspension ($10^8CFU/ml$) decreased the disease incidence by 83.3%, a result similar to commercially available fungicide (Dimetachlone). In order to investigate the potential biocontrol mechanisms of strain NJZJSB3, the nonvolatile antifungal compounds it produces were identified as iturin homologs using HPLC-ESI-MS. Antifungal volatile organic compounds were identified by gas chromatography-mass spectrometry. The detected volatiles toluene, phenol, and benzothiazole showed antifungal effects against S. sclerotiorum in chemical control experiments. Strain NJZJSB3 also produced biofilm, siderophores and cell-wall-degrading enzymes (protease and ${\beta}$-1,3-glucanase). These results suggest that strain NJZJSB3 can be a tremendous potential agent for the biological control of sclerotinia stem rot.

다양한 발효균주를 이용한 인삼패독산의 생물 전환 성분의 정량 분석 (Quantitative Analysis of Bioconversion Constituents of Insampeadock-san Using Various Fermented Bacteria)

  • 이광진;구민정;노주환;정필문;마진열
    • 약학회지
    • /
    • 제57권3호
    • /
    • pp.167-172
    • /
    • 2013
  • Insampaedoksan (IS) is the decoction of medicinal herbs, which was commonly used for anti-inflammatory and anti-pyretic in the Korean traditional medicine (KTM). Several studies on improving efficiency or searching new efficiency by fermenting traditional herbal medicines are recently in progress. The bioconversion has been conducted on IS using various bacteria. Liquiritin, ferulic acid, hesperidin, liquiritigenin, and glycyrrhizin in IS before and after fermented IS were simultaneously analyzed. These compounds were qualitatively analyzed and quantitatively analyzed using the HPLC-DAD system. The identifications of liquiritin, ferulic acid, hesperidin, liquiritigenin and glycyrrhizin were achieved by comparing the HPLC retention time ($R_t$) and the UV absorption of five pure compounds in the IS. As a result, the increased constituents were identified to be liquiritin, liquiritigenin and glycyrrhizin, while the decreased constituent was ferulic acid and the constituent of hesperidin was similar to before and after fermentation. Insampeadock-san fermented by Lactobacillus plantarum KFRI 144 exhibited the most remarkable changes in all of fermentation.

오령산 열수추출물의 단회투여 급성독성 연구 (Acute Toxicity Study on Oryeong-san in Mice)

  • 박화용;황윤환;하정호;정기연;마진열
    • 대한한의학방제학회지
    • /
    • 제21권1호
    • /
    • pp.111-118
    • /
    • 2013
  • Objectives : Traditional medicine Oryeong-san (ORS) has been prescribed for a long time to treat light fever, thirst, dysuria, and accompanying edema. However, the acute toxicity and safety were not reported. In this study, we evaluated the potent acute toxicity and safety of ORS. Methods : ICR mice were used to evaluate acute toxicity and safety by oral administration of 0, 500, 1,000, 2,000mg/kg of ORS. Mortality, body weight, and clinical symptoms were observed, and organ weight and blood biochemical parameters were analyzed after necropsy. Results : We found no mortality and no toxic or abnormal clinical symptoms by administration of ORS. Comparing with control group, no significant alterations in organ weight and blood biochemical parameters were observed. Conclusions : ORS recognized as safe and non-toxic medicinal material, and median lethal dose considered to be over 2,000 mg/kg in both male and female ICR mice.

ICR 마우스를 이용한 팔물탕 및 발효팔물탕의 급성독성 연구 (A Study on the Acute Toxicity of Palmultang and Fermented Palmultang Extract in ICR Mice)

  • 정기연;황윤환;장두례;하정호;마진열
    • 대한예방한의학회지
    • /
    • 제17권1호
    • /
    • pp.117-124
    • /
    • 2013
  • Objectives : This study was carried out to investigate the acute toxicity and safety of Palmultang and Fermented Palmultang Extract in Mice. Methods : To evaluate their acute toxicity and safety, 0 (control group), 2000 mg/kg of Palmultang and Fermented Palmultang Extracts were orally administered to 15 male and 15 female ICR mice. After a single administration, we observed survival rates, behavioral pattern, clinical sign, body weight. The results of biochemical analysis and hematological analysis were no any significant change. Results : Compared with the control group, we could not find any toxic alteration in all treated mice. Conclusions : Overall, the results suggest that, the oral administration of Palmultang and Fermented Palmultang extracts did not produce significant toxic effect in mice. Hence, the fermented extract can be utilized for herbal therapy.

Fabrication and Magnetic Properties of A New Fe-based Amorphous Compound Powder Cores

  • Xiangyue, Wang;Feng, Guo;Caowei, Lu;Zhichao, Lu;Deren, Li;Shaoxiong, Zhou
    • Journal of Magnetics
    • /
    • 제16권3호
    • /
    • pp.318-321
    • /
    • 2011
  • A new Fe-based amorphous compound powder was prepared from Fe-Si-B amorphous powder by crushing amorphous ribbons as the first magnetic component and Fe-Cr-Mo metallic glassy powder by water atomization as the second magnetic component. Subsequently by adding organic and inorganic binders to the compound powder and cold pressing, the new Fe-based amorphous compound powder cores were fabricated. This new Fe-based amorphous compound powder cores combine the superior DC-Bias properties and the excellent core loss. The core loss of 500 kW/$m^3$ at $B_m$ = 0.1T and f = 100 kHz was obtained When the mass ratio of FeSiB/FeCrMo equals 3:2, and meanwhile the DC-bias properties of the new Fe-based amorphous compound powder cores just decreased by 10% compared with that of the FeSiB powder cores. In addition, with the increasing of the content of the FeCrMo metallic glassy powder, the core loss tends to decrease.

가상현실 기반 업무공간 융복합 분야 연구 동향 분석 : 패스파인더 네트워크와 병렬 최근접 이웃 클러스터링 방법론 활용 (Investigation of Trend in Virtual Reality-based Workplace Convergence Research: Using Pathfinder Network and Parallel Neighbor Clustering Methodology)

  • 하재빈;강주영
    • 한국정보시스템학회지:정보시스템연구
    • /
    • 제31권2호
    • /
    • pp.19-43
    • /
    • 2022
  • Purpose Due to the COVID-19 pandemic, many companies are building virtual workplaces based on virtual reality technology. Through this study, we intend to identify the trend of convergence and convergence research between virtual reality technology and work space, and suggest future promising fields based on this. Design/methodology/approach For this purpose, 12,250 bibliographic data of research papers related to Virtual Reality (VR) and Workplace were collected from Scopus from 1982 to 2021. The bibliographic data of the collected papers were analyzed using Text Mining and Pathfinder Network, Parallel Neighbor Clustering, Nearest Neighbor Centrality, and Triangle Betweenness Centrality. Through this, the relationship between keywords by period was identified, and network analysis and visualization work were performed for virtual reality-based workplace research. Findings Through this study, it is expected that the main keyword knowledge structure flow of virtual reality-based workplace convergence research can be identified, and the relationship between keywords can be identified to provide a major measure for designing directions in subsequent studies.