• 한국정보과학회논문지:소프트웨어및응용
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• 제27권1호
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• pp.84-95
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• 2000

본 논문에서는 명사구 색인과 복합명사 분할을 포함한 복합명사 처리를 위해 통계 정보와 자연언어 처리를 제한적으로 이용 가능하게 하는 통합적 색인 기법을 제안한다. 먼저 색인과 검색에서 복합명사 분할 및 합성 모두를 고려한 통합 기법을 제시하고, 이를 위해 통계 정보와 제한적인 자연언어 처리를 모두 이용하는 통합 색인 기법을 제안한다. 먼저 형태소 분석 및 태깅 과정에서 단일어를 색인어로 추출하고 구문분석의 결과에서 명사구를 합성해 낸다. 구문 분석 실패 시에는 형태소 분석 및 태깅의 결과만을 사용하게 된다. 또한 태깅의 결과에서 복합명사를 골라 통계 정보를 이용하여 단일 명사로 분할하고 재합성한다. 분할된 단일 명사와 합성된 명사구는 기존의 단일어로만 이루어진 색인어를 보완하기 위해 색인어로 사용된다. 실험은 한국어 정보검색의 실험 집합인 KTSET 2.0과 KRIST SET을 사용하여 통합색인 기법이 복합명사 처리에 효율적임을 보였다.

• 한국인공지능학회지
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• 제9권1호
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• pp.1-7
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• 2021

In this paper, We focused the issue of creating a socially problematic nurse schedule. The nurse schedule should be prepared in consideration of three shifts, appropriate placement of experienced workers, the fairness of work assignment, and legal work standards. Because of the complex structure of the nurse schedule, which must reflect various requirements, in most hospitals, the nurse in charge writes it by hand with a lot of time and effort. This study attempted to automatically create an optimized nurse schedule based on legal labor standards and fairness. We developed an I/O Q-Learning algorithm-based model based on Python and Web Application for automatic nurse schedule. The model was trained to converge to 100 by creating an Fairness Indicator Score(FIS) that considers Labor Standards Act, Work equity, Work preference. Manual nurse schedules and this model are compared with FIS. This model showed a higher work equity index of 13.31 points, work preference index of 1.52 points, and FIS of 16.38 points. This study was able to automatically generate nurse schedule based on reinforcement Learning. In addition, as a result of creating the nurse schedule of E hospital using this model, it was possible to reduce the time required from 88 hours to 3 hours. If additional supplementation of FIS and reinforcement Learning techniques such as DQN, CNN, Monte Carlo Simulation and AlphaZero additionally utilize a more an optimized model can be developed.

• Journal of Acupuncture Research
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• 제39권3호
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• pp.213-221
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• 2022

Background: This study investigated the clinical effectiveness of Korean medicine (KM) treatment for shoulder impingement syndrome (SIS). Methods: There were 61 patients who were diagnosed with SIS in the Jaseng hospital network of KM (7 hospitals located in Korea: Gangnam, Daejeon, Bucheon, Haeundae, Bundang, Ulsan, and Gwangju) between January 1^st, 2015 and December 31^st, 2020 who were retrospectively reviewed. The patients were grouped according to complications, intake of analgesics, duration of illness preadmission, and treatment. Treatments consisted of herbal medicine, acupuncture, cupping, Chuna, pharmacopuncture, bee venom pharmacopuncture, medicinal steaming, Daoyin exercises, and physical therapy. By comparing the Numeric Rating Scale (NRS), Shoulder Pain and Disability Index, and European Quality of Life 5-Dimensions questionnaire scores, the effectiveness of integrated KM treatment was evaluated. Results: There were 14 males and 47 females. For inpatients diagnosed with SIS, the mean NRS score decreased from 5.78 ± 1.33 to 3.40 ± 1.43 (p < 0.001). The mean Shoulder Pain and Disability Index score decreased from 53.87 ± 14.76 to 38.56 ± 18.87 (p < 0.001), and the mean European Quality of Life 5-Dimensions questionnaire increased from 0.67 ± 0.13 to 0.76 ± 0.09 (p < 0.001) after KM treatment. Medicinal steaming (0.398; p < 0.001), acupuncture (0.290), cupping (0.288), bee venom pharmacopuncture (0.282), and Daoyin exercises (0.262; p < 0.05) had a positive correlation with improved changes in the NRS score. Conclusion: Conclusion: Treatment with integrated KM treatment improved the pain, range of motion, shoulder function, and quality of life of patients with SIS.

• 대한간호학회지
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• 제52권3호
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• pp.261-277
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• 2022

Purpose: This study developed an integrated health management program for metabolic syndrome in psychiatric patients and examined its effects on self-efficacy, healthy lifestyle, physiological indicators, knowledge of metabolic syndrome, attitudes toward healthy behavior, and social support. Methods: A non-equivalent control group pretest posttest design was used. The participants were 65 psychiatric patients with metabolic syndrome in psychiatric rehabilitation centers, with 33 in the experimental group and 32 in the control group. The experimental group participants engaged in daily mobile application and walking exercises three times a week for more than 40 minutes over 8 weeks, while those in the control group were provided education booklets. The outcomes were measured using self-report questionnaires, anthropometrics, and blood analyses. Intervention effects were analyzed using the independent t-test, Mann-Whitney U test, ANCOVA, and Ranked ANCOVA. Results: The experimental group showed a significant increase in self-efficacy (F = 8.85, p = .004, η_p² = .13) and knowledge of metabolic syndrome (t = 2.60, p = .012, d = 0.60) compared to the control group. Additionally, the experimental group demonstrated a significant decrease in waist circumference (Z = - 2.34, p = .009, d = 0.58) and body mass index (Z = - 1.91, p = .028, d = 0.47) compared to the control group. Conclusion: The integrated health management program for psychiatric patients with metabolic syndrome is effective in improving self-efficacy and knowledge of metabolic syndrome and decreasing physiological indicators such as waist circumference and body mass index.

• Journal of Dairy Science and Biotechnology
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• 제40권4호
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• pp.143-150
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• 2022

본 연구에서는 분리유청단백질과 이눌린을 이용하여 마이야르 공액체를 성공적으로 제조하였다. 제조된 마이야르 공액체의 제조공정요인인 pH와 열처리 온도는 마이야르 공액체의 기능적 특성(유화특성, 표면특성, 항산화특성)에 영향을 미치는 핵심 제조공정임을 알 수 있었으며, 상대적으로 마이야르 반응이 활발한 pH 8.4와 열처리 온도 70℃에서 마이야르 공액체의 기능적 특성이 향상되었음을 확인하였다.

• 센서학회지
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• 제32권4호
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• pp.223-231
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• 2023

An integrated-optical biochemical sensor structure that can perform homogeneous and surface sensing using a 2×2 balanced-bridge Mach-Zehnder interference structure based on the optimized SOI slot optical waveguide was described, and its performance and characteristics were evaluated. Equations for the two output optical powers were derived and examined using the transfer matrices of a 3-dB coupler and phase shifter (channel waveguide). The length of the 3-dB coupler was determined such that the two output optical powers were same using these formulas. In homogeneous sensing, the effect of the refractive index of an analyte in the range of 1.33-1.36 on the two output optical power distributions was numerically derived, and the sensitivity was calculated based on each output and the difference between the two outputs, the former and the latter being 7.5796-19.0305 [au/RIU] and 15.2601-38.1351 [au/RIU], respectively. In the case of surface sensing, the sensitivity range of the refractive index of 1.337 based on each of the two outputs was calculated as -2.2490--3.5854 [au/RIU] and 1.2194-3.8012 [au/RIU], and the sensitivity range of 4.8048-7.0694 [au/RIU] was confirmed based on the difference between the two outputs.

• 한국광학회지
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• 제14권2호
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• pp.135-141
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• 2003

양의 열광학 계수를 갖는 실리카를 하부클래드 및 코아에 그리고 음의 열광학 계수를 갖는 폴리머를 상부클래드에 적용한 AWG(Arrayed Waveguide Grating) 파장분할 다중화 소자에 대하여 이차원 스칼라 유한차분법(Scalar Finite Difference Method; SFDM)으로 온도의존 특성을 분석한 결과, 클래드의 굴절률을 변화시키거나 실리카 코어 상부에 실리카 박막이 존재하는 구조에서 박막의 두께를 변화시켜 온도의존 특성을 조절할 수 있음을 확인하였다. 이러한 해석결과에 근거하여 폴리머 상부클래드가 적용된 AWG 소자를 제작하였으며 기존의 실리카 AWG 소자와 특성을 비교분석하였다. 폴리머 상부클래드의 도입에 의해 삽입손실 및 크로스톡은 큰 변화가 없었으나 중심파장의 온도의존성은 0.0130 nm/$^{\circ}C$에서 0.0028 nm/$^{\circ}C$ 수준으로 감소하였다.

• 한국환경생태학회지
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• 제20권3호
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• pp.281-288
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• 2006

본 논문은 2004년 3월부터 10월까지 가야산국립공원 지역에서 선택한 총 15개 조사 지역에서 외래식물과 귀화식물의 도시화지수를 분석하였다. 가야산국립공원의 외래식물은 총 88종류로 39과 72속 82종 5변종 및 1품종이 확인되었으며,그 중 귀화식물은 47종류로 확인되었다. 가야산국립공원 지역에서 귀화율은 4.06%,도시화지수는 17.74%로 나타났다. 귀화식물은 인위적 간섭을 받은 지역을 중심으로 분포하며 비교적 보전이 잘된 지역과 인위적 간섭이 없는 자연식생에서는 귀화식물의 분포를 확인하기 어려웠다. 원산지별로는 유럽과 북아메리카원산지인 귀화식물이 37종류, 72%로 가장 많게 나타났다. 국가 차원에서 외래종의 통합관리방안이 필요하지만 가야산국립공원의 외래종분포를 확인하여 지속적인 관리를 하는 것이 자생종의 보전과 보호에 있어서 매우 중요한 역할을 하게 될 것이다.

• 대한한의학회지
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• 제35권2호
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• pp.12-18
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• 2014

Objectives: This was a retrospective case series about the clinical effect of integrated approach with behavior therapy for obstructive sleep apnea (OSA). Methods: Medical records of twelve patients with OSA who were treated with behavior modification including nasal breathing with oral appliances and sleep in lateral position, oral administration of herbal medicines and acupuncture treatment between January and September of 2013 were reviewed. Apnea-hypopnea index (AHI), day time sleepiness, apneas and hypopneas counts during sleep, risk indicator (RI), oxygen desaturation index, average saturation during sleep, lowest desaturation, lowest saturation, snoring events ratio and number of desaturations (%) were assessed before and after treatments with the ApneaLink device, which is a portable diagnostic apparatus for monitoring airflows of the patient's breath at home. Results: After an average 62.67 (SD 37.16) days of treatment, AHI (from 17.67, 12.79 to 8.75, 8.25, p=0.007), RI (from 22.00, 13.26 to 12.09, 8.03, p=0.004), oxygen desaturation index (from 17.33, 12.17 to 8.17, 7.86, p=0.005), and number of desaturations (from 7.00 times, 9.79 to 0.92 times, 1.39, p=0.044) showed significant improvement. Daytime sleepiness improved from 6.5 (3.2) to 3.8 (1.8) but there was no significant difference after treatment (p=0.17). No adverse events related to treatment were observed during participation in the treatment. Conclusion: From this case series, we found that behavior modification with herbal medication and acupuncture may be effective for improving sleep apnea without serious adverse events. Future randomized controlled trials with larger sample size will be necessary for concrete evidence on the benefit of this integrated treatment for OSA.

• Journal of Electrical Engineering and Technology
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• 제10권3호
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• pp.847-858
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• 2015

Control strategy and corresponding parameters have significant impacts on the overall technical and economic characteristics of composite energy storage systems (CESS). A better control strategy and optimized control parameters can be used to improve the economic and technical characteristics of CESS, and determine the maximum power and stored energy capacity of CESS. A novel coordinated control strategy is proposed considering the coordination of various energy storage systems in CESS. To describe the degree of coordination, a new index, i.e. state of charge coordinated response margin of supercapacitor energy storage system, is presented. Based on the proposed control strategy and index, an optimization model was formulated to minimize the total equivalent cost in a given period for two purposes. The one is to obtain optimal control parameters of an existing CESS, and the other is to obtain the integrated optimal results of control parameters, maximum power and stored energy capacity for CESS in a given period. Case studies indicate that the developed index, control strategy and optimization model can be extensively applied to optimize the economic and technical characteristics of CESS. In addition, impacts of control parameters are discussed in detail.