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The MeSH-Term Query Expansion Models using LDA Topic Models in Health Information Retrieval (MeSH 기반의 LDA 토픽 모델을 이용한 검색어 확장)

  • You, Sukjin
    • Journal of Korean Library and Information Science Society
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    • v.52 no.1
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    • pp.79-108
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    • 2021
  • Information retrieval in the health field has several challenges. Health information terminology is difficult for consumers (laypeople) to understand. Formulating a query with professional terms is not easy for consumers because health-related terms are more familiar to health professionals. If health terms related to a query are automatically added, it would help consumers to find relevant information. The proposed query expansion (QE) models show how to expand a query using MeSH terms. The documents were represented by MeSH terms (i.e. Bag-of-MeSH), found in the full-text articles. And then the MeSH terms were used to generate LDA (Latent Dirichlet Analysis) topic models. A query and the top k retrieved documents were used to find MeSH terms as topic words related to the query. LDA topic words were filtered by threshold values of topic probability (TP) and word probability (WP). Threshold values were effective in an LDA model with a specific number of topics to increase IR performance in terms of infAP (inferred Average Precision) and infNDCG (inferred Normalized Discounted Cumulative Gain), which are common IR metrics for large data collections with incomplete judgments. The top k words were chosen by the word score based on (TP *WP) and retrieved document ranking in an LDA model with specific thresholds. The QE model with specific thresholds for TP and WP showed improved mean infAP and infNDCG scores in an LDA model, comparing with the baseline result.

$H^{\infty}$ Speed Control for Hot Rolling Mill Drives using Mixed Sensitivity Minimization (혼합감도최소화를 이용한 열간압연 구동기에 대한 $H^{\infty}$ 속도제어)

  • Kim, Jong-Hae;Um, Tae-Ho;Park, Hong-Bae;Lee, Sang-Ho;Jeong, Jin-Yang;Lee, Joo-Kang
    • Journal of Institute of Control, Robotics and Systems
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    • v.4 no.1
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    • pp.134-140
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    • 1998
  • 포항제철 2열연공장의 사상압연에 사용되고 있는 DC 모터를 가지는 열간압연 구동기에 대한 견실 H/sup .inf./ 속도제어기 설계방법을 제안한다. 기존에는 PI 재어기법을 이용하여 속도를 제어하고 있으므로 불확실성과 외란등이 존재할 경우 양호한 제어 성능을 얻기 힘들다. 이를 해결하기 위해 주파수 하중 함수를 가지는 혼합감도최소화 문제를 설정하여 견실성을 보장하는 H/sup .inf./ 속도제어기를 설계한다. 이때 주파수 하중함수는 루프쉐이핑기법을 이용하여 주어진 구동기 플랜트에 적합하도록 선택한다. H/sup .inf./ 속도제어기 설계는 Pasek이 제시한 DC 모터의 모델링 방법에 의해 얻어진 모델을 포함하는 구동기 모델에서 속도제어기 부분을 제외한 모델을 대상으로 한다. 제안한 견실 속도제어기 설계방법은 파라미터 변화나 부하토크 변동 등의 외란에 대하여 폐루프 시스템의 견실안정성과 원하는 속도에 좋은 추적 성능을 보인다. 제어 대상인 포항제철 2열연공장의 열간압연 구동기에 대한 시뮬레이션을 통해 기준속도 추적성, 응답속도, 불확실성과 외란에 대한 견실성 등의 성능에 기존의 PI 속도제어기보다 양호함을 확인함으로써 제안한 견실 H/sup .inf./ 속도제어기 설계 방법의 타당성을 보인다.

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A Genetic Marker Associated with the A1 Mating Type Locus in Phytophthora infestans

  • KIM KWON-JONG;EOM SEUNG-HEE;LEE SANG-PYO;JUNG HEE-SUN;KAMOUN SOPHIEN;LEE YOUN SU
    • Journal of Microbiology and Biotechnology
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    • v.15 no.3
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    • pp.502-509
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    • 2005
  • Sexual reproduction plays an important role in the biology and epidemiology of oomycete plant pathogens such as the heterothallic species Phytophthora infestans. Recent worldwide dispersal of A2 mating type strains of P. infestans resulted in increased virulence, gene transfer, and genetic variation, creating new challenges for disease management. To develop a genetic assay for mating type identification in P. infestans, we used the Amplified Fragment Length Polymorphism (AFLP) technique. The primer combination E+AT/M+CTA detected a fragment specific to A1 mating type (Mat-A1) of P. infestans. This fragment was cloned and sequenced, and a pair of primers (INF-1, INF-2) were designed and used to differentiate P. infestans Mat-A1 from Mat-A2 strains. The Mat A1-specific fragment was detected using Southern blot analysis of PCR products amplified with primers INF-1 and INF-2 from genomic DNA of 14 P. infestans Mat-A1 strains, but not 13 P. infestans Mat-A2 strains or 8 other isolates representing several Phytophthora spp. Southern blot analysis of genomic DNAs of P. infestans isolates revealed a 1.6 kb restriction enzyme (EcoRI, BamHI, AvaI)-fragment only in Mat-A1 strains. The A1 mating type-specific primers amplified a unique band under stringent annealing temperatures of $63^{\circ}C-64^{\circ}C$, suggesting that this PCR assay could be developed into a useful method for mating type determination of P. infestans in field material.

Effects of Moxibustion to Zusanli(ST36) on Alteration of Natural Killer cell Activity in rat spleen (족삼리혈 뜸자극이 흰쥐 비장 자연살해세포 활성에 미치는 영향)

  • Choi Gi Soon;Oh Sang Deog;Han Jae Bok;Lee Gi Seog;Park Joan Ha;Bae Hyun Su;Jung Sung Ki;Ahn Hyun Jong;Cho Young Wuk;Min Byung Il
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.16 no.2
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    • pp.233-238
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    • 2002
  • Moxibustion is one of major healing technique in oriental medicine. It has been widely used in many diseases such as rheumatoid arthritis, Hashimoto disease, breech presentation, etc. However, till now, effects of moxibustion on NK cell activity and relations between sympathetic nerve system(SNS) and the immune alteration induced by moxibustion were not well studied. This study was designed to evaluate effects of moxibustion on NK cell activity and the intervention of SNS in the alteration of NK cell activity induced by moxibustion. Splenic NK cytotoxity was measured in a standard 4-h 51Cr release assay. We measured the NK cytotoxity at after moxibustion stimulation for 1,3,5, and 7 days, and also measured the NK cell cytotoxity after 3 and 7 days burn stimulation with similar temperature. IL-2, IL-4, INF-γ in serum were measured by rat IL-2, IL-4, INF-γ ELISA TEST KIT. To evaluate the effects of sympathectomy on alteration of NK cell cytotoxity, 6-hydroxydopamine(6-OHDA : 5Omg/kg) was used. We showed that NK cell activity of moxibustion stimulation group increased at the 3rd day, and declined at 7th day in comparison with that of contol group. In moxibustion stimulation group, NK cell activity of 3 day stimulation group was significantly higher than sham group. On the contrary, in burn stimulation group, NK cell activity was significantly higher than that of sham groups at 3rd, 7th days. Patterns between moxibustion and burns were different. INF- γ level of 3 days moxibustion stimulation group significantly higher than sham group. IL 2 level among groups were not different. IL-4 was not detected in serum with this method. Sympathectomy abolished the NK cell activity alteration induced by moxibustion. The results suggest that moxibustion induces the alteration of NK cell activity, along with INF-γ and SNS is related to these effects.

Studying of the Effects of Gamichungsangboha-tang water-extract and ethanol-extract on $IFN{\gamma}$, IL-4, T-bet, GATA-3, c-maf in Asthma Model (가미청상보하탕(加味淸上補下湯)의 물과 에탄올 추출법에 따른 항(抗)알레르기 효과(效果)에 대(對)한 연구(硏究))

  • Heo, Tae-Seok;Ko, Eun-Jung;Jung, Hee-Jae;Rhee, Hyung-Koo;Bae, Hyun-Su;Jung, Sung-Ki
    • The Journal of Internal Korean Medicine
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    • v.27 no.1
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    • pp.40-54
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    • 2006
  • Objective: This study aimed to identify the different effects of GMCSBHT water-extract and ethanol-extract on Th1/Th2 differentiation by monitoring Th1/Th2 specific cytokine secretion patterns and the transcriptional activities of T-bet, GATA-3, c-maf, $INF{\gamma}$ and IL-4. Materials and Methods: Spleen cells from eight week-old BALB/c mice were cultured in GMCSBHT extracts containing medium without activation for 24 hours and with activation for 48 hours. CD4+ T cells were isolated and mRNA expression levels of $INF{\gamma}$, IL-4, T-bet, GATA-3, c-maf by RT-PCR and secretion cytokines levels of $IFN{\gamma}$, IL-4 by ELISA were analyzed. Results: GMCSBHT extracts didn't have mitogenic effects on the unstimulated CD4+ T cells. In Th1 skewed condition, GMCSBAHT water extract had no significant effects on mRNA expression levels of $IFN{\gamma}$, T-bet and c-maf, but inhibited mRNA expression levels of IL-4, GATA-3. It showed significantly increased secretion cytokine levels of $IFN{\gamma}$, but had no significant effect on secretion cytokine levels of IL-4. In Th2 skewed condition, GMCSBHT ethanol extract inhibited mRNA expression levels of $INF{\gamma}$, IL-4, GATA-3 and c-maf significantly, but had no significant effects on mRNA expression levels of T-bet. It had no significant effects on secretion cytokine levels of $INF{\gamma}$, but showed remarkable inhibitory effects on secretion cytokine levels of IL-4. Conclusion: Results suggest that on Th1/Th2 deviation, GMCSBHT water extract has both amplifying effects on Th1 differentiation and inhibitory effects on Th2, but GMCSBHT ethanol extract has stronger inhibitory effects on Th2 differentiation than on Th1.

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Effect of Sihochicheu-tang and Boikjeungcheu-tang on Immune Cell in BALF and lung Tissue in a Rat Asthma Model (시호치천탕(柴胡治喘湯)과 보익정천탕(補益定喘湯)이 알레르기 천식 모델 흰쥐의 BALF내 면역세포 및 조직에 미치는 영향)

  • Kim, Sung-Hoon;Song, Ho-Cheol
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.19 no.1
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    • pp.106-113
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    • 2005
  • Asthma is an inflammatory disease of airways that is induced by Th2 cytokines and inhibited by Th1 cytokines. In this study we wanted to investigate the effect of SCT and BJT on eosinophilla and cytokines of BALF in a mouse model established airway inflammmation. Asthma was induced to male c57/bl6 mice. Allergen-specific antibody responses, cytokine$(IL-4,\;IL-5,\;INF-{\gamma})$, and eosinophil inflammation of the airways were investigated on the BALF and splenocyte. SCT and BJT effectively induced $INF-{\gamma}$ and inhibited IL-4, IL-5 as well as eosinophilic inflammation when SCT and BJT were administered. Total Ig E level in the BALF decreased. SCT was more effectiveness than BJT. It is considered that SCT and BJT have faborable effect on the asthma because the asthma specific series of abnormalities in respiratory system were decreased.

Anti-inflammatory Metabolites of Agrimonia pilosa Ledeb. and Their Mechanism

  • Park, Mi Jin;Ryu, Da Hye;Cho, Jwa Yeoung;Kang, Young-Hwa
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2018.04a
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    • pp.13-13
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    • 2018
  • The anti-inflammatory (INF) compounds (1-15) were isolated from Agrimonia pilosa Ledeb. (APL) by activity-guided isolation technique. The isolated compounds (1-15) were identified as quercetin-7-O-rhanmoside (1), apigenin-7-O-glycoside (2), kaempferol-7-O-glycoside (3), apigenin-7-O-[6"-(butyl)-glycoside] (4), querceitn (5), kaempferol (6), apigenin (7), apigenin-7-O-[6"-(pentyl)-glycoside] (8), agrimonolide (9), agrimonolide-6-O-glucoside (10), desmethylagrimonolide (11), desmethylagrimonolide-6-O-glucoside (12), luteolin (13), vitexin (14) and isovitexin (15). Flavonoids, compound 2, 3, 11, and 14-15 have been found in APL for the first time. Furthermore, two novel flavone derivatives, compound 4 and 8, have been isolated inceptively in plant. In the no cytotoxicity concentration ranges of $0-20{\mu}M$, nitric oxide (NO) production level of 1-15 was estimated in LPS-treated Raw 264.7 macrophage cells. The flavone aglycones, 7 (apigenin, $IC_{50}=3.69{\pm}0.34{\mu}M$), 13 (luteolin, $IC_{50}=4.62{\pm}0.43{\mu}M$), 6 (kaempferol, $IC_{50}=14.43{\pm}0.23{\mu}M$) and 5 (quercetin, $IC_{50}=19.50{\pm}1.71{\mu}M$), exhibited excellent NO inhibitory (NOI) activity in dose-dependent manner. In the structure activity relationship (SAR) study of apigenin-derivatives (APD), apigenin; Api, apigenin-7-O-glucoside; Api-G, apignenin-7-O-[6"-(butyl)-glycoside]; Api-BG and apignenin-7-O-[6"-(pentyl)-glycoside]; Api-P, from APL on INF activity was investigated. The INF mediators level such as NO, INF-cytokines, NF-KB proteins, iNOS and COX-2 were sharply increased in Raw 264.7 cells by LPS. When pretreatment with APD in INF induced macrophages, NOI activity of Api was most effective than other APD with $IC_{50}$ values of $3.69{\pm}0.77{\mu}M$. And the NOI activity was declined in the following order: Api-BG ($IC_{50}=8.91{\pm}1.18{\mu}M$), Api-PG ($IC_{50}=13.52{\pm}0.85{\mu}M$) and API-G ($IC_{50}=17.30{\pm}0.66{\mu}M$). The NOI activity of two novel compounds, Api-PG and Api-BG were lower than their aglycone; Api, but more effective than Api-G (NOI: Api-PG and Api-BG). And their suppression ability on INF cytokines such as $TNF-{\alpha}$, $IL-1{\beta}$ and IL-6 mRNA showed the similar tendency. Therefore, the anti-INF mechanism study of Api-PG and Api-BG on nuclear factor-kappa B ($NF-{\kappa}B$) pathway, representative INF mechanism, was investigated and Api was used as positive control. Api-BF was more effectively prevent the than phosphorylation of $pI{\kappa}B$ kinase (p-IKK) and p65 than Api-PG in Raw 264.7 cells. In contrast, Api-PG and Api-BG were not reduced the phosphorylation of inhibitor of kappa B alpha ($I{\kappa}B{\alpha}$). Moreover, pretreatment with Api-PG and Api-BG, dose-dependently inhibited LPS-induced expression of inducible nitric oxide synthase (iNOS) and cyclooxygenase-2 (COX-2) mRNAs and proteins in macrophage cells, and their expression were correlated with their NOI activity. Therefore, APL can be utilized to health promote agent associated with their AIN metabolites.

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Multimedia Fingerprinting in DCT Block (DCT 블록의 멀티미디어 핑거프린팅)

  • Rhee, Kang-Hyeon
    • Journal of IKEEE
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    • v.15 no.3
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    • pp.241-247
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    • 2011
  • In this paper, it was implemented an algorithm of multimedia fingerprinting in DCT block. For the improvement of the limits of DRM’s ability, the proposed algorithm could be decided a responsibility boundary to judge a traitor who falsified the content according to perform separately a watermarking of content provider and a fingerprinting of content user. At the test image size($128{\times}128$) and block size($8{\times}8$) of the content provider, the measured PSNR is Inf~46.6dB with watermarking strength ${\Theta}=0.5{\sim}1.2$, and at a number of users and user's code length are n=7,15,31,63 and l=7,15,31,64 each, the measured PSNR is Inf~46.1 with fingerprinting code length l=7,15,31,63. Finally, a traitor tracing of the falsified content is approached to a trace ratio 1 which is extended to n-1.

Soft Island Model based on K-means Clustering (K-Mean 군집을 기반으로 하는 소프트 아일랜드 모델)

  • Ichinkhorloo, Gotovsuren;Shin, Seong-Yoon;Lee, Hyun-Chang
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.07a
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    • pp.561-562
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    • 2020
  • 연구에서, k-Mean 군집화에 기반 한 다중 집단이 다수의 전략의 앙상블을 실현하기 위해 제안되어, 모집단의 유사한 개체가 동일한 돌연변이 전략을 구현하는 새로운 DE 변이체, 즉 KSDE를 생성하고 유사하지 않은 하위 집단 소프트 아일랜드 모델(SIM)을 통해 정보를 마이그레이션 한다.

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Manual Therapy for Horizontal Adduction and Abduction (어깨의 수평 모음과 수평 벌림에 대한 치료)

  • Shin, Seong-Yoon;Lee, Hyun-Chang;Ahn, Woo-Young
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2016.07a
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    • pp.99-100
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    • 2016
  • 본 논문에서는 근골격계 질환 중에서 가장 흔히 나타나는 어깨의 질환에 대하여 살펴보도록 한다. 특히 어깨를 옆으로 반드시 폈다가 안으로 오므리는 수평 벌림과 수평 모음에 대한 측정 방법을 살펴본다. 여기서 일정한 임계값보다 크게 나타나는 값인 통증 유발에는 반드시 도수 치료가 필요하다고 본다.

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