• Title/Summary/Keyword: Semantic categories

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Development of the ISO 15926-based Classification Structure for Nuclear Plant Equipment (ISO 15926 국제 표준을 이용한 원자력 플랜트 기자재 분류체계)

  • Yun, J.;Mun, D.;Han, S.;Cho, K.
    • Korean Journal of Computational Design and Engineering
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    • v.12 no.3
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    • pp.191-199
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    • 2007
  • In order to construct a data warehouse of process plant equipment, a classification structure should be defined first, identifying not only the equipment categories but also attributes of an each equipment to represent the specifications of equipment. ISO 15926 Process Plants is an international standard dealing with the life-cycle data of process plant facilities. From the viewpoints of defining classification structure, Part 2 data model and Reference Data Library (RDL) of ISO 15926 are seen to respectively provide standard syntactic structure and semantic vocabulary, facilitating the exchange and sharing of plant equipment's life-cycle data. Therefore, the equipment data warehouse with an ISO 15926-based classification structure has the advantage of easy integration among different engineering systems. This paper introduces ISO 15926 and then discusses how to define a classification structure with ISO 15926 Part 2 data model and RDL. Finally, we describe the development result of an ISO 15926-based classification structure for a variety of equipment consisting in the reactor coolant system (RCS) of APR 1400 nuclear plant.

Evaluation of Floor Impact Sound Isolation in a Dry Floor System (건식 바닥구조의 바닥충격음 차단성능 평가)

  • You, Jin;Ryu, Jong-Kwan;Jeon, Jin-Young;Lee, Chung-Hwa;Kim, Chul-Hwan
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2005.11a
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    • pp.950-953
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    • 2005
  • Floor impact sounds from two different floor systems were measured. One of the two floor systems is a dry floor system (with 150mm concrete slab) and the other is a standard floor system (210mm concrete slab). Real impact sources such as jumping and running of children were used as well as standard impact sources (bang machine, impact ball and tapping machine) to evaluate sound Isolation of the two floor systems. Subjective evaluations of the floor impact sound isolation performance for the two systems were also conducted by the methods of 3 scales & 9 categories, paired comparison and semantic differentials. Measurement results indicate that floor impact sound isolation performance of the dry floor was better than that of standard floor in both cases of real and standard impact sources. The subjects in auditory experiments also evaluated the dry floor as a better sound isolation system.

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Maternal Nursing Online Practice Experience

  • Kim, Jungae
    • International Journal of Advanced Culture Technology
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    • v.9 no.3
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    • pp.16-22
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    • 2021
  • This study was phenomenological analysis of maternal nursing of online practice experience. The study participants were students in between the ages of 20 to 25 who participated in the online practice of maternal nursing and conducted to a total of three interviews until the meaning were no longer derived. The data collection period was from May 26 to June 5, 2021, and analysis was conducted simultaneously with the datas have collected. The collected data were analyzed using the Giorgi's Phenomenological Analysis Method, and the study resulted in five categories (Opportunity to repeat, Systematic Scenarios, Immediate nursing intervention feedback, Beneficial hands-on experience, Different case experiences), 11 subcomponents, and 21 Semantic units. Based on the results of this study, the following conclusions were obtained. In maternal nursing, nursing students could experience more systematic and diverse case online than experiences throughout clinical practice, and achievement was also increased in theory learning for online practice. In other words, the online practice of maternal nursing was suitable for various content compositions that could not be experienced in clinical practice, but it is deemed urgent to have a program in Korean suitable for Korean culture. In future studies, this researcher hope to produce a maternal nursing practice program in Korean.

A Qualitative Study on the Posttraumatic Growth Experience of Firefighters after Colleague's Suicide (소방공무원의 동료자살 이후 외상 후 성장 경험에 관한 질적연구)

  • Kwak, Min-Yeong
    • Journal of Digital Convergence
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    • v.17 no.2
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    • pp.303-312
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    • 2019
  • The purpose of this study was to describe the semantic system and process of posttraumatic growth experience of firefighters after colleague's suicide. Grounded theory methodology based on symbolic interactionism was utilized. The subjects of this study were 7 firefighters who experienced the colleague's suicide. Data were collected by using in-depth interviews from October 1 to November 30, 2015. The results showed that "Gradually becoming more resilient" was analyzed to be the core category of firefighters' posttraumatic growth. We derived four categories and nine subcategories. Based on the results, it is necessary to develop a convergence intervention program to promote posttraumatic growth of firefighters exposed to various traumatic events.

The Experience of Stress in Female College Students

  • Kim, Jungae
    • International Journal of Advanced Culture Technology
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    • v.7 no.1
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    • pp.35-42
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    • 2019
  • This purpose of this study was to identify the meaning and structure of the experiences of women who were most stressed when they live and how they respond to stress when they were stressed.Six Female college students aged 29 years were interviewed for a total of three times until data was saturated and collected until no more data were collected. Interview data was processed through the analysis and interpretation process using the Giorgi phenomenological research method. As a result, 45 semantic units was derived, these were divided again into 12 subcomponents, and then divided into 3 categories. The stress situation of female college students was a way to escape from the stress that arises in situations that were difficult to overcome due to their inability to cope with, and that they were trying to take a walk or listen to music. A young women aged group, female college students becomes the center of the future family. Therefore, their emotional health will be more important than any other class. In conclusion, this study suggests the provision of a young women's tailed program that could help the female college students to experience the stress in the life task positively and to help the stress crisis as a positive experience of life.

Google Play Malware Detection based on Search Rank Fraud Approach

  • Fareena, N;Yogesh, C;Selvakumar, K;Sai Ramesh, L
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.16 no.11
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    • pp.3723-3737
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    • 2022
  • Google Play is one of the largest Android phone app markets and it contains both free and paid apps. It provides a variety of categories for every target user who has different needs and purposes. The customer's rate every product based on their experience of apps and based on the average rating the position of an app in these arch varies. Fraudulent behaviors emerge in those apps which incorporate search rank maltreatment and malware proliferation. To distinguish the fraudulent behavior, a novel framework is structured that finds and uses follows left behind by fraudsters, to identify both malware and applications exposed to the search rank fraud method. This strategy correlates survey exercises and remarkably joins identified review relations with semantic and behavioral signals produced from Google Play application information, to distinguish dubious applications. The proposed model accomplishes 90% precision in grouping gathered informational indexes of malware, fakes, and authentic apps. It finds many fraudulent applications that right now avoid Google Bouncers recognition technology. It also helped the discovery of fake reviews using the reviewer relationship amount of reviews which are forced as positive reviews for each reviewed Google play the android app.

A qualitative study on dental clinical assistance work performed in dental clinics - Focusing on nursing assistant - (치과진료실에서 수행되는 치과진료 협조업무에 대한 질적연구 - 간호조무사를 중심으로 -)

  • Sun-Hwa Hong;Sang-Eun Moon;Ga-Hye Seo
    • Journal of Korean society of Dental Hygiene
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    • v.22 no.6
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    • pp.563-572
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    • 2022
  • Objectives: The purpose of this study is to provide basic data for elucidating the clinical experiences of nursing assistants working at dental clinics and for establishing the bases necessary for building a safe working environment for the staff at dental clinics. Methods: From March 28 to August 20, 2022, the study conducted in-depth interviews with nursing assistants working with dental hygienists in dental clinics. The collected data were analyzed using the phenomenological method. Results: The study analyzed the meanings associated with the dental clinical assistance work experiences of nursing assistants in dental clinics. A total of 98 semantic words and 9 sub-categories were extracted, which were ultimately categorized into 4 central meanings: 'imperfect reality', 'work without boundaries', 'putting oneself in someone else's shoes', and 'symbiosis'. Conclusions: The nursing assistants were exposed to an environment where they needed to perform delegated treatment procedures even when they lacked dental work competency. They recognized their gaps in learning and the necessity for designated roles as clinical assistants. Thus, it is necessary to review the allocation and expansion of the work roles of dental practitioners based on the practical and rational realities in dental practice.

A BIM-based Automated Framework for Formwork Planning on Construction Sites

  • Xu, Maozeng;Mei, Zhongya;Tan, Yi
    • International conference on construction engineering and project management
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    • 2017.10a
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    • pp.52-61
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    • 2017
  • Considering its significant impact on the cost and schedule of construction projects, formwork as one part of temporary facility categories in construction should be arranged precisely. Current practice in the formwork planning is often conducted manually and repetitively, causing low efficiency and time waste. This study proposes an automated framework to generate more accurate and detailed formwork plans by utilizing information from building information modeling (BIM) considering the adequate geometric and semantic information provided by the BIM model. The dimensions and quantities information of elements in a building can be extracted automatically. Then, a rule is prepared for calculating the required forms erected around elements based on the contact areas. Finally, an algorithm of integrating first fit decreasing (FFD) with coordinated bottom left (CBL) is applied to automatically generate the formwork plan. The BIM-based automated planning framework is demonstrated by an illustrative example. The results show that the proposed framework can generate the formwork plan accurately and automatically, and significantly improve the efficiency in the formwork plan and reuse.

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Multidimensional Analysis of Consumers' Opinions from Online Product Reviews

  • Taewook Kim;Dong Sung Kim;Donghyun Kim;Jong Woo Kim
    • Asia pacific journal of information systems
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    • v.29 no.4
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    • pp.838-855
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    • 2019
  • Online product reviews are a vital source for companies in that they contain consumers' opinions of products. The earlier methods of opinion mining, which involve drawing semantic information from text, have been mostly applied in one dimension. This is not sufficient in itself to elicit reviewers' comprehensive views on products. In this paper, we propose a novel approach in opinion mining by projecting online consumers' reviews in a multidimensional framework to improve review interpretation of products. First of all, we set up a new framework consisting of six dimensions based on a marketing management theory. To calculate the distances of review sentences and each dimension, we embed words in reviews utilizing Google's pre-trained word2vector model. We classified each sentence of the reviews into the respective dimensions of our new framework. After the classification, we measured the sentiment degrees for each sentence. The results were plotted using a radar graph in which the axes are the dimensions of the framework. We tested the strategy on Amazon product reviews of the iPhone and Galaxy smartphone series with a total of around 21,000 sentences. The results showed that the radar graphs visually reflected several issues associated with the products. The proposed method is not for specific product categories. It can be generally applied for opinion mining on reviews of any product category.

Exploring Changes in Science PCK Characteristics through a Family Resemblance Approach (가족유사성 접근을 통한 과학 PCK 변화 탐색)

  • Kwak, Youngsun
    • Journal of the Korean Society of Earth Science Education
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    • v.15 no.2
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    • pp.235-248
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    • 2022
  • With the changes in the future educational environment, such as the rapid decline of the school-age population and the expansion of students' choice of curriculum, changes are also required in PCK, the expertise of science teachers. In other words, the categories constituting the existing 'consensus-PCK' and the characteristics of 'science PCK' are not fixed, so more categories and characteristics can be added. The purpose of this study is to explore the potential area of science PCK required to cope with changes in the future educational environment in the form of 'Family Resemblance Science PCK (Family Resemblance-PCK, hereafter)' through Wittgenstein's family resemblance approach. For this purpose, in-depth interviews were conducted with three focus groups. In the focus group in-depth interview, participants discussed how the science PCK required for science teachers in future schools in 2030-2045 will change due to changes in the future society and educational environment. Qualitative analysis was performed based on the in-depth interview, and semantic network analysis was performed on the in-depth interview text to analyze the characteristics of 'Family Resemblance-PCK' differentiated from the existing 'consensus-PCK'. In results, the characteristics of Family Resemblance-PCK, which are newly requested along with changes in role expectations of science teachers, were examined by PCK area. As a result of semantic network analysis of Family Resemblance-PCK, it was found that Family Resemblance-PCK expands its boundaries from the existing consensus-PCK, which is the starting point, and new PCK elements were added. Looking at the aspects of Family Resemblance-PCK, [AI-Convergence Knowledge-Contents-Digital], [Community-Network-Human Resources-Relationships], [Technology-Exploration-Virtual Reality-Research], [Self-Directed Learning-Collaboration-Community], etc., form a distinct network cluster, and it is expected that future science teacher expertise will be formed and strengthened around these PCK areas. Based on the research results, changes in the professionalism of science teachers in future schools and countermeasures were proposed as a conclusion.