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A TSK fuzzy model optimization with meta-heuristic algorithms for seismic response prediction of nonlinear steel moment-resisting frames

  • Ebrahim Asadi;Reza Goli Ejlali;Seyyed Arash Mousavi Ghasemi;Siamak Talatahari
    • Structural Engineering and Mechanics
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    • 제90권2호
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    • pp.189-208
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    • 2024
  • Artificial intelligence is one of the efficient methods that can be developed to simulate nonlinear behavior and predict the response of building structures. In this regard, an adaptive method based on optimization algorithms is used to train the TSK model of the fuzzy inference system to estimate the seismic behavior of building structures based on analytical data. The optimization algorithm is implemented to determine the parameters of the TSK model based on the minimization of prediction error for the training data set. The adaptive training is designed on the feedback of the results of previous time steps, in which three training cases of 2, 5, and 10 previous time steps were used. The training data is collected from the results of nonlinear time history analysis under 100 ground motion records with different seismic properties. Also, 10 records were used to test the inference system. The performance of the proposed inference system is evaluated on two 3 and 20-story models of nonlinear steel moment frame. The results show that the inference system of the TSK model by combining the optimization method is an efficient computational method for predicting the response of nonlinear structures. Meanwhile, the multi-vers optimization (MVO) algorithm is more accurate in determining the optimal parameters of the TSK model. Also, the accuracy of the results increases significantly with increasing the number of previous steps.

세계화 시대의 패션디자인 문화적 전유에 관한 연구 - 전통문화를 중심으로 - (A Study on Cultural Appropriation of Fashion Design in the Era of Globalization - Focusing on Traditional Culture -)

  • 진우하;김차현
    • 패션비즈니스
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    • 제28권3호
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    • pp.69-89
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    • 2024
  • In the era of globalization, cultural appropriation, stemming from the interaction and clash of diverse cultures, remains inadequately defined, leading to controversy in many designs. This study aims to provide a theoretical basis for understanding cultural appropriation by comparing similar concepts and examining specific cases. It proposes methods for the rational use of traditional cultures in apparel to minimize controversy. Firstly, the study investigates the concept of cultural appropriation by exploring differences among related terms. Secondly, it examines instances of cultural appropriation in fashion through form, color, pattern, and material, drawing from papers and Google searches over the past decade. Thirdly, it categorizes representative cases by domestic and foreign fashion brands, analyzing the underlying reasons. The goal is to establish a theoretical foundation for developing culturally sensitive clothing products. Based on the findings, several measures are proposed: understanding and respecting cultural backgrounds through in-depth research on the history and significance of elements; collaborating with cultural groups and consulting experts for feedback; explaining the source of design inspiration to help consumers understand the cultural elements' meanings; avoiding the reinforcement of stereotypes and respecting cultural diversity and complexity; respecting intellectual property and ensuring moral and legal appropriateness; and learning from case studies of other designers' and brands' successes and failures.

요양시설의 조직구성원의 임파워먼트가 직무만족에 미치는 영향에 관한 연구 (Study the impact on job satisfaction in the care facility of the empowerment of the members of the organization)

  • 김창태;곽경자
    • 경영과정보연구
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    • 제31권4호
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    • pp.57-82
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    • 2012
  • 최근 우리나라 의료복지 분야는 인구의 고령화, 만성질환의 증가, 교통사고, 각종 산업재해, 약물 오 남용, 의학의 발달, 국가복지재정의 악화 등 다양한 환경변화에 둘러싸여 있으며, 새로운 형태의 의료복지와 관련된 새롭고 다양한 서비스 개발의 필요성이 부각되고 있다(조만복, 2010). 국가의 경제적 수준이 높아질수록 사회복지에 대한 사회적 관심은 증가하는 추세이나 복지에 대한 국가의 역할 축소와 사회복지정책에 민간참여의 확대 등 사회복지 여건의 변화는 요양시설 사회복지사들에게 시설서비스의 효과성과 효율성 제고를 위해 다양한 새로운 지식과 기술 습득, 그리고 스스로 최고의 성과를 달성하고자 노력하는 정신자세의 정립을 요구하고 있다. 요양시설에서 서비스 제공자인 사회복지사는 시설클라이언트의 삶의 질에 직접적인 영향을 미치며 서비스의 효과성에 매우 중요한 영향을 미치게 된다. 그러나 양질의 서비스 제공이라는 중요한 책무성을 지니는 장애인 및 노인요양시설은 조직 및 직무환경에 있어서 직원개발 기회의 부족, 조직보상체계의 미흡, 조직의 폐쇄성, 직원자율성의 결여, 전문성의 부족 등의 다양한 문제를 경험하고 있다(이문휘, 2007; 신현석, 2006; 박정양, 2003; 김철용, 2009). 본 연구는 실천현장에서 요양시설조직 내에서 요양시설 사회복지사의 임파워먼트 영향요인인 직무의 특성, 조직의 특성 요인에 대한 인식과 임파워먼트 수준 그리고 직무만족도에 관해서 알아보고 이러한 변인들이 사회인구학적 특성 변인별로 차이가 있는가에 대해서 살펴보고자 한다. 또한 요양시설 사회복지사의 임파워먼트에 미치는 영향력을 분석하고, 직무의 특성, 조직의 특성 그리고 임파워먼트 수준이 직무만족에 미치는 영향을 분석하는데 연구 목적이 있다.

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일부 성인에서 자가 구취 인식도와의 관련요인 분석 (Factors Associated with Self-Assessment of Halitosis in Adult)

  • 한지선;홍주희;최준선
    • 한국콘텐츠학회논문지
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    • 제11권12호
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    • pp.347-356
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    • 2011
  • 본 연구의 목적은 자가 구취 인식도를 파악하고, 이와 관련된 요인을 분석하여 효율적인 건강증진 전략과 삶의 질 향상을 계획하는데 기초정보를 제공하고자 한다. 연구대상은 2010년 5월부터 7월까지 인천광역시에 거주하는 20대 이상 80세 이하의 성인 362명이었다. 자가 구취를 인식한 자는 연구대상자의 24.3%로 나타났다. 40대 이상과 판매 서비스직 종사자, 고혈압 또는 당뇨병에 이환되어 있고 치료약을 복용하며, 구강위생관리 행동의 실천율이 낮은 집단에서 자가 구취 인식도가 높았다. 따라서, 환자 내원시 병력에 관한 철저한 조사가 이루어져야 하며, 구강위생상태를 개선시키기 위해 반복적인 구강보건교육과 지속적인 피드백이 진행되어야 할 것이다. 또한 자가 인식한 구취는 정신건강과 사회생활에 부정적인 영향을 미치기 때문에 임상 현장에서 중요하게 고려할 요인이다.

Risk Awareness on Uterine Cancer among Australian Women

  • George, Mathew;Asab, Nihad Abu;Varughese, Elizabeth;Irwin, Matthew;Oldmeadow, Christopher;Hollebone, Keith;Apen, Kenneth;Renner, Stefan
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권23호
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    • pp.10251-10254
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    • 2015
  • Uterine cancer is the most common invasive gynaecological cancer in Australia. Early detection is a key predictive factor achieved by increasing public awareness and participation in screening. This observational study measures awareness of gynaecological malignancies, particularly uterine, among women in two rural areas of New South Wales, Australia. Patients presenting to gynaecology clinics in January to March 2014 were invited to complete a structured questionnaire. Women with a history of cancer and incomplete questionnaires were excluded. Of the 382 patients invited to participate, 329 (86%) responded with complete feedback. Most respondents were younger than than 50 years (66%) and married with at least 2 children (74%). The majority (94%) of participants had no awareness of uterine cancer and many (46%) were unable to identify common risk factors including obesity, diabetes and hypertension. The ability to identify risk factors was correlated to age, marital status and obesity. The study identifies poor awareness on uterine malignancies in two typical areas of rural Australia. Although external validity is limited by sociological factors, poor awareness of uterine cancer among rural patients in this study represents a valid public health concern. It is imperative to improve awareness of uterine cancer and available screening programs to facilitate early detection and cure.

『소문(素問)·지진요대론(至眞要大論)』의 '구이증기(久而增氣)'와 '기증이구(氣增而久)'의 의미에 대한 고찰 (A Study on the Meaning of Increasing Qi for a Long Time and a Long Time has passed with Increased Qi in 『Suwen·Zhizhenyaodalun』)

  • 안진희;김도훈
    • 대한한의학원전학회지
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    • 제33권4호
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    • pp.147-165
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    • 2020
  • Objectives : The meaning of the verses '久而增氣' and '氣增而久' from the 『Suwen·Zhizhenyaodalun』 were studied to complement previous annotations. Methods : Based on problems uncovered in previous annotations, the verses "久而增氣, 物化之常也" and "氣增而久, 夭之由也" were examined in detail. Results & Conclusions : Previous annotations on the verse "久而增氣, 物化之常也" have conflicting opinions. Therefore, related contents in the 『Huangdineijing』 were examined to resolve and complement existing interpretations. The meaning of '久' in the phrase "久而增氣, 物化之常也," not only has a temporal meaning but also refers to the Jing process[精化」. The Jing process is where the Jing Qi is used to produce Jing through a feedback process that results in enlivening materials such as Jing, Qi, and Blood. The phrase "氣增而久, 夭之由也" refers to an early death caused by expansion of rough Qi that has failed to go through the Jing process because of excessive greed and failure to follow the seasonal principle. These phrases from the 『Suwen·Zhizhenyaodalun』 reminds us that the Qi's Jing process is an important factor in determining longevity, shedding new light on themes such as the pattern of food intake, cultivation, longevity, treating before illness, prevention, etc., for today.

Incorporating Time Constraints into a Recommender System for Museum Visitors

  • Kovavisaruch, La-or;Sanpechuda, Taweesak;Chinda, Krisada;Wongsatho, Thitipong;Wisadsud, Sodsai;Chaiwongyen, Anuwat
    • Journal of information and communication convergence engineering
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    • 제18권2호
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    • pp.123-131
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    • 2020
  • After observing that most tourists plan to complete their visits to multiple cultural heritage sites within one day, we surmised that for many museum visitors, the foremost thought is with regard to the amount of time is to be spent at each location and how they can maximize their enjoyment at a site while still balancing their travel itinerary? Recommendation systems in e-commerce are built on knowledge about the users' previous purchasing history; recommendation systems for museums, on the other hand, do not have an equivalent data source available. Recent solutions have incorporated advanced technologies such as algorithms that rely on social filtering, which builds recommendations from the nearest identified similar user. Our paper proposes a different approach, and involves providing dynamic recommendations that deploy social filtering as well as content-based filtering using term frequency-inverse document frequency. The main challenge is to overcome a cold start, whereby no information is available on new users entering the system, and thus there is no strong background information for generating the recommendation. In these cases, our solution deploys statistical methods to create a recommendation, which can then be used to gather data for future iterations. We are currently running a pilot test at Chao Samphraya national museum and have received positive feedback to date on the implementation.

아카이브와 박물관의 전시 비교와 개선방안 - 건국 60년 기념 전시를 중심으로 - (Archives and Museum Exhibitions Compared : with the Emphasis on the Exhibitions Held in Memory of the 60th Anniversary of National Foundation)

  • 김연주
    • 한국기록관리학회지
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    • 제9권2호
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    • pp.103-131
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    • 2009
  • 본 연구의 목적은 박물관 전시와의 비교를 통한 아카이브 전시의 개선방안을 도출하는데 있다. 이를 위하여 국내 아카이브 전시현황 및 박물관 전시와의 비교를 통한 아카이브 전시의 일반적 특성을 살펴보고, 특히 국가기록원과 국립민속박물관의 건국 60년 기념전시를 비교분석하였으며, 이를 토대로 아카이브 전시의 개선방안을 제시하였다. 향후 개선 방안으로는 '전시 분야별 뚜렷한 목표 고객 설정, 전시 주제 및 대상에 따른 적정한 메시지 전달, 특정 주제형 전시 지향, 관람객의 피드백을 반영한 전시 기획, 전시 교육 서비스의 활성화, 소장 근 현대 자료의 중립적 해석과 생활문화사 자료 중심 연출' 등을 도출하였다.

암위험사정이 직장인의 혈변검사에 미친 영향에 관한 실험연구 (A Randomized Controlled Trial To Motivate Worksite Fecal Occult Blood Testing)

  • 이정렬
    • 대한간호학회지
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    • 제20권3호
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    • pp.300-306
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    • 1990
  • Colorectal cancer is second only to lung cancer as a cause of death due to cancer in the united States. Studies have shown that fecal occult blood(FOB) tests are effective in detecting colorectal cancer in its early stages. To motivate worksite FOB testing, a randomized controlled trial was conducted. Employees 40 years or older from three federal agencies in Washington State were randomized to a control group(n=139) which received a letter stating the availability of the FOB test at the worksite clinic or to an intervention group(n=139) which received the letter about facts on colorectal cancer and a Colorectal Cancer Risk Appraisal. The Colorectal Cancer Risk Appraisal included a feedback on an individual's risk of developing colorectal cancer compared to his / her peers in terms of ‘normal’, ‘moderate’, or ‘high’ risk status. After 3 months, a follow-up questionnaire was sent to all participants to measure the effectiveness of the intervention. In the analysis of the three major outcomes, two possible confounding factors(dietary fat and family history of colorectal cancer) were controlled by logistic regression. Based on a review of the worksite clinic records, the Intervention group had 4.3% higher compliance rate with the FOB test during the follow-up period compared to the control group(p=.10). The largest effect of the intervention was on the employees' intention to get a FOB test within the next year(62.6% in the intervention group vs. 36.2% in the control group, OR=3.18, p<.001). In the final Multivariate logistic model, the employees who were more likely to intend to get a FOB test within the next year were in the intervention group ; were at ‘moderate’ or ‘high’ risk of colorectal cancer ; knew more about the availability of the FOB test at the worksite clinic ; and had a FOB test during the last three years.

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Comparison of Cervical Flexor Muscles Thickness During Cranial-Cervical Flexor Exercise According to Pressure Levels and Eye Directions in Healthy Subjects

  • Chang, Jong Sung;Lee, Jeon Hyeong
    • The Journal of Korean Physical Therapy
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    • 제27권1호
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    • pp.50-54
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    • 2015
  • Purpose: The purpose of this study is to investigate differences of cervical flexor muscle thickness (i.e., sternocleidomastoid muscle and deep cervical flexor muscles) depending on levels of pressure bio-feedback unit and eye directions during cranial-cervical flexor exercise in healthy subjects. Methods: A total of 30 subjects (12 males and 18 females) who had no medical history related to musculoskeletal and neurological disorders were enrolled in this study. They were instructed to perform cranial-cervical flexion exercise with adjustment of five different pressures (i.e., 22 mmHg, 24 mmHg, 26 mmHg, 28 mmHg, and 30 mmHg) using a pressure biofeedback unit, according to three different eye directions (i.e., $0^{\circ}$, $20^{\circ}C$, and $40^{\circ}C$). Muscle thickness of sternocleidomastoid muscle and deep cervical flexor muscles was measured according to pressure levels and eye directions using ultrasonography. Results: In results of muscle thickness in sternocleidomastoid muscle and deep cervical flexor muscles, the thickness of those muscles was gradually increased compared to the baseline pressure level (22 mmHg), as levels in the pressure biofeedback unit during cranial-cervical flexion exercise were increasing. In addition, at the same pressure levels, muscle thickness was increased depending on ascending eye direction. Conclusion: Our findings showed that muscle thickness of sternocleidomastoid muscle and deep cervical flexor muscles was generally increased during cranial-cervical flexion exercise, according to increase of eye directions and pressure levels. Therefore, we suggested that lower eye direction could induce more effective muscle activity than the upper eye direction in the same environment during cranial-cervical flexion exercise.