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Partially Observable Markov Decision Processes (POMDPs) and Wireless Body Area Networks (WBAN): A Survey

  • Mohammed, Yahaya Onimisi;Baroudi, Uthman A.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.5
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    • pp.1036-1057
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    • 2013
  • Wireless body area network (WBAN) is a promising candidate for future health monitoring system. Nevertheless, the path to mature solutions is still facing a lot of challenges that need to be overcome. Energy efficient scheduling is one of these challenges given the scarcity of available energy of biosensors and the lack of portability. Therefore, researchers from academia, industry and health sectors are working together to realize practical solutions for these challenges. The main difficulty in WBAN is the uncertainty in the state of the monitored system. Intelligent learning approaches such as a Markov Decision Process (MDP) were proposed to tackle this issue. A Markov Decision Process (MDP) is a form of Markov Chain in which the transition matrix depends on the action taken by the decision maker (agent) at each time step. The agent receives a reward, which depends on the action and the state. The goal is to find a function, called a policy, which specifies which action to take in each state, so as to maximize some utility functions (e.g., the mean or expected discounted sum) of the sequence of rewards. A partially Observable Markov Decision Processes (POMDP) is a generalization of Markov decision processes that allows for the incomplete information regarding the state of the system. In this case, the state is not visible to the agent. This has many applications in operations research and artificial intelligence. Due to incomplete knowledge of the system, this uncertainty makes formulating and solving POMDP models mathematically complex and computationally expensive. Limited progress has been made in terms of applying POMPD to real applications. In this paper, we surveyed the existing methods and algorithms for solving POMDP in the general domain and in particular in Wireless body area network (WBAN). In addition, the papers discussed recent real implementation of POMDP on practical problems of WBAN. We believe that this work will provide valuable insights for the newcomers who would like to pursue related research in the domain of WBAN.

Management Factors Associated with Health and Safety Education in Korean Manufacturing Companies (산업장 안전보건교육 관리요인)

  • Lee Myung-Sun;Lee Gwan-Hyung;Park Kyoung-Ok
    • Korean Journal of Health Education and Promotion
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    • v.23 no.2
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    • pp.121-140
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    • 2006
  • Objectives: Safety is a primary health promotion issue in worksite because injury induces multi-fold loss of the human and economic resources to profit organization. The purposes of this study were to describe worksite health and safety education and management status in Korean manufacturing companies. Methods: The original population size of Korean manufacturing industry in 2004 was 74,398 and 2,960 factories were selected by the multiple stratified sampling method for this study. The health and safety manager or representatives of the selected 2,960 companies successfully finished in the face-to-face interview survey about company's general characteristics, health and safety management style, health and safety education hours conducted by the Korean Occupational Safety and Health Agency. Results: The manufacturing companies in Seoul and Kyunggi areas, small size, and clothes and press industries were related to low health and safety management and education status. The companies which assigned at least one safety manager were 70.5% and which had a health and safety room within the company were only 9.3%. The companies which took the health and safety education for their regular blue-collar employees more than the legal education hours were under 56.1% and the percentage of the companies which took their health and safety education for newcomers less than the legal limits was lower than any other types of health and safety education in workplace. The significant strong workplace health and safety management variables in predicting employee health and safety education were psycho-social variables such as the company own health and safety regulation and the workplace health and safety management committee organization. rather than physical variables such as health manager employment, safety manager employment. Conclusions: Systematic and legal approaches are effective to encourage workplace health and safety education, specifically, through sustaining health and safety managers and building the company-wide health and safety management system. Furthermore, theses approaches should primarily focus on the small companies of which sizes were under 50.

A Study on the Evaluation of Analytical Performance for Industrial Hygiene Laboratory in Korea (우리나라 작업환경측정기관 분석능력에 관한 고찰)

  • Park, D.W.;Shin, Y.C.;Lee, N.R.;Yi, G.Y.;Oh, S.M.
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.3 no.2
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    • pp.194-203
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    • 1993
  • Quality Control programs for industrial hygiene laboratory have successfully been operated since the 1st round was initiated in April 1992. Three rounds have been completed. Overall analytical performance of participants was improved through a subsquent round. The first round had a large variation among analytical results of all participants, 26.34%~504.22% of coefficient of variation. But the variation of analytical performance in the 2nd and 3rd rounds decreased to 40.42%~52.55% and 10.74%~20.98%, respectively. The difference of analytical performance among participants was decreased by operation of subsquent round. By distribution of Running Performance Index (RPI), over 50% of participants belongs to Category 3 in the first round. The average percentage of participants assigned to Category 3 in the 2nd and 3rd round was decreased to 37.2%. A definite analytical performance improvement of participants seems to be obtained. "A" and "B" group have more participants assigned to Category 3 than those of "C" group through the distribution of RPI by group divided to similar participant. By the distribution of RPI all participants, the percent of participant being over 200 RPI in the 1st round was 43%~52%, but decreased to 9%~29% and 9%~27%, in the 2nd and 3rd round, respectively. These results mentioned above indicate that the analytical performance of all participants have been improved by subsquent Quality Control Program although newcomers joined and a few participants droped out. But, there are some participants with poor analytical performance. Industrial Health Research Institute (IHRI) will offer service such as education, communication and visitation to them, and improve quality of their analytical performance in the future.

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Study on the Development of the Business Model of Global A/S System at Marine Equipments (조선기자재 글로벌A/S시스템의 비즈니스 모델 개발 연구)

  • Kim, Young-Hun
    • Journal of Advanced Marine Engineering and Technology
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    • v.34 no.8
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    • pp.1230-1238
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    • 2010
  • The manufacturing output of our country's marine equipment industry has enlarged due to the rapid growth of the shipbuilding industry in our country since the 1990's. But recently, the relative newcomers, BRICs, Vietnam and Turkey promote the shipbuilding industry with the government supports, but these countries will be the huge market in the marine equipments. So that, the marine equipment companies of our country should strengthen the international competitiveness, specially with the reinforcement of overseas marketing and after service. Korea Marine Equipment Association(KOMEA) established the Global Support Center in Busan to strengthen overseas marketing and technical A/S. In this paper, the more effective global A/S system and business model for marine equipment industry are suggested including the strategic action plan, considering the demands of customer and the mechanism of A/S in marine equipments.

A Study of the Improvements of Computer and Information Technology Educational Programs for Architectural Engineering Students (건축공학 전산정보화교육 개선방안에 관한 연구)

  • Kim Chan-Kyu
    • Korean Journal of Construction Engineering and Management
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    • v.6 no.1 s.23
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    • pp.117-124
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    • 2005
  • The development of computer and information technology in Korean construction industry is accelerating its speed while the education of Universities regarding to those technology is hardly catching up. Students graduated from schools are having difficulties in adapting themselves into the technology and as a result the industry is operating its own educational problem for the newcomers. This research develops the educational program of computer and information technology in school and therefore enhance the adaptability of the students for the industry. The program is open from 2002 up to 2004 liking two courses and including 10 modules and a project. The educational program consists of computer labs and lectures or seminars. The result of the educational program enables students to understand the computer and information technology used in the industry, an to improve the interest and skills of those, and additionally to motivate themselves into participating the continuous research and development of the technology.

Synthesis and applications of graphene electrodes

  • Shin, Dolly;Bae, Su-Kang;Yan, Chao;Kang, Jun-Mo;Ryu, Jae-Chul;Ahn, Jong-Hyun;Hong, Byung-Hee
    • Carbon letters
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    • v.13 no.1
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    • pp.1-16
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    • 2012
  • The near explosion of attention given to graphene has attracted many to its research field. As new studies and findings about graphene synthesis, properties, electronic quality control, and possible applications simultaneous burgeon in the scientific community, it is quite hard to grasp the breadth of graphene history. At this stage, graphene's many fascinating qualities have been amply reported and its potential for various electronic applications are increasing, pulling in ever more newcomers to the field of graphene. Thus it has become important as a community to have an equal understanding of how this material was discovered, why it is stirring up the scientific community and what sort of progress has been made and for what purposes. Since the first discovery, the hype has expediently led to near accomplishment of industrial-sized production of graphene. This review covers the progress and development of synthesis and transfer techniques with an emphasis on the most recent technique of chemical vapor deposition, and explores the potential applications of graphene that are made possible with the improved synthesis and transfer.

From the perspective of female college students majoring in cosmetology Factor analysis on femininity (미용학 전공 여대생 관점에서의 일제 강점기 신여성 패션스타일에서 발산되는 여성성에 대한 요인 분석)

  • Park, Jang-Soon
    • Journal of Digital Convergence
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    • v.18 no.7
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    • pp.405-410
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    • 2020
  • Fashion is a visual means of expressing identity, position, marital status, personal inclination, etc. along with beauty, and it is an important practical cultural heritage that can infer past lifestyle habits. In modern society, fashion such as women's suits, high heels, hats, gloves, handbags, necklaces, etc., as well as beauty such as hair, make-up and nail art. It is a model of innovative women's prize and presented a sample of femininity that responds to the radical development of science and technology in the 21st century. Therefore, it is a driving force for a genuine gender equality society. It serves as a stepping stone for futuristic future design. This study, which analyzed the factors of women's sexuality from the viewpoint of beauty college students in the fashion style of the newcomers, makes it possible to present a sample of women' s sexuality that establishes constructive self - help theory. It is thought that a solid foundation of femininity will be provided.

A Study of Integrated E-Catalog system based on Web Services (Web Services 기반의 통합형 전자 카탈로그 시스템에 관한 연구)

  • 김명진;김창수;김윤기;정회경
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2004.05b
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    • pp.229-233
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    • 2004
  • According as internet and Information-Communication technology develop with the fast speed, Electronic Catalog that is used B2B or B2C electronic commerce is important element middle who can express well special quality of corporation's goods and product most effectively from internet space. But, several problems that creation of Electronic Catalog and standard absence about application that can say as importance technology base in electronic commerce and market newcomers who is constructing each other dissimilar system and take part in electronic commercial transaction can not use Electronic Catalog information exchange and transaction are happening. So that this treatise can use Electronic Catalog document that user who define Electronic Catalog document structure that can process information of goods configurationally and takes part in transaction is defined in electronic commerce hereupon, integration style Electronic Catalog system design and embody. This system did useful information that can not get from various advantage and catalog document such as business all-in-one and interoperability in different environment that Web Services through interlock with Web Services has so that can get Web Services.

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A Study on Cultural Identities of Jewish Immigrants from Former Soviet Union in Israel : Focused on the Language Use and Acceptance of Religion of the Newcomers who immigrated during the 1990s (이스라엘의 구소련 유대인 이주자들의 문화정체성 연구 - 1990년대 이주한 뉴커머들의 언어 사용과 종교 수용을 중심으로)

  • Choi, A-Young
    • Cross-Cultural Studies
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    • v.38
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    • pp.297-329
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    • 2015
  • Since 1989 about one million Jews from Former Soviet Union have immigrated to Israel. Now Russian speaking Jews are the second largest ethnic groups after the Israeli Jews who were born in Israel. Although FSU Jews have returned to their ethnic homeland, they continue to live as 'foreigners' due to a cultural distance between sending and receiving society, such as, lack of knowledge about Jewish tradition and religious practice and low level of Hebrew proficiency. Because of this reason FSU immigrants tend to continue remain strong ties with Russian language and culture. There are several reasons for such a relatively slow process of language shift of FSU Jewish immigrants, the language shift to Hebrew. Firstly, majority of FSU immigrants moved to Israel since the 1990s are older than 45. Secondly, their first residences in Israel are mostly located in small and mid-sized cities, where the proportion of Russian speaking immigrants is more than 30%. And finally they consider Russian culture is 'superior' to Israel's Levantine culture. For many Jewish diasporic communities, Judaism was a dominant factor for self-consciousness, but because of Soviet regime, aimed to break all the religious institution including Jewish, Soviet Jewry was uprooted from their religious traditions. Besides about 30% of FSU immigrants are not defined as Jews by the Jewish religious law(Halakhah). And many of them are reluctant to convert to Judaism. FSU Jewish immigrant agree that Israel must be a Jewish state, but for them 'Jewish' does not include religious elements. FSU immigrants consider that religious affiliation of citizens of Israel should not affect their civic rights.

SiRENE: A new generation of engineering simulator for real-time simulators at EDF

  • David Pialla;Stephanie Sala;Yann Morvan;Lucie Dreano;Denis Berne;Eleonore Bavoil
    • Nuclear Engineering and Technology
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    • v.56 no.3
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    • pp.880-885
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    • 2024
  • For Safety Assisted Engineering works, real-time simulators have emerged as a mandatory tool among all the key actors involved in the nuclear industry (utilities, designers and safety authorities). EDF, Electricité de France, as the leading worldwide nuclear power plant operator, has a crucial need for efficient and updated simulation tools for training, operating and safety analysis support. This paper will present the work performed at EDF/DT to develop a new generation of engineering simulator to fulfil these tasks. The project is called SiRENE, which is the acronym of Re-hosted Engineering Simulator in French. The project has been economically challenging. Therefore, to benefit from existing tools and experience, the SiRENE project combines: - A part of the process issued from the operating fleet training full-scope simulator. - An improvement of the simulator prediction reliability with the integration of High-Fidelity models, used in Safety Analysis. These High-Fidelity models address Nuclear Steam Supply System code, with CATHARE thermal-hydraulics system code and neutronics, with COCCINELLE code. - And taking advantage of the last generation and improvements of instructor station. The intensive and challenging uses of the new SiRENE engineering simulator are also discussed. The SiRENE simulator has to address different topics such as verification and validation of operating procedures, identification of safety paths, tests of I&C developments or modifications, tests on hydraulics system components (pump, valve etc.), support studies for Probabilistic Safety Analysis (PSA). etc. It also emerges that SiRENE simulator is a valuable tool for self-training of the newcomers in EDF nuclear engineering centers. As a modifiable tool and thanks to a skillful team managing the SiRENE project, specific and adapted modifications can be taken into account very quickly, in order to provide the best answers for our users' specific issues. Finally, the SiRENE simulator, and the associated configurations, has been distributed among the different engineering centers at EDF (DT in Lyon, DIPDE in Marseille and CNEPE in Tours). This distribution highlights a strong synergy and complementarity of the different engineering institutes at EDF, working together for a safer and a more profitable operating fleet.