• Title/Summary/Keyword: Quality Science

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Nonlinear Quality Indices Based on a Novel Lempel-Ziv Complexity for Assessing Quality of Multi-Lead ECGs Collected in Real Time

  • Zhang, Yatao;Ma, Zhenguo;Dong, Wentao
    • Journal of Information Processing Systems
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    • v.16 no.2
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    • pp.508-521
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    • 2020
  • We compared a novel encoding Lempel-Ziv complexity (ELZC) with three common complexity algorithms i.e., approximate entropy (ApEn), sample entropy (SampEn), and classic Lempel-Ziv complexity (CLZC) so as to determine a satisfied complexity and its corresponding quality indices for assessing quality of multi-lead electrocardiogram (ECG). First, we calculated the aforementioned algorithms on six artificial time series in order to compare their performance in terms of discerning randomness and the inherent irregularity within time series. Then, for analyzing sensitivity of the algorithms to content level of different noises within the ECG, we investigated their change trend in five artificial synthetic noisy ECGs containing different noises at several signal noise ratios. Finally, three quality indices based on the ELZC of the multi-lead ECG were proposed to assess the quality of 862 real 12-lead ECGs from the MIT databases. The results showed the ELZC could discern randomness and the inherent irregularity within six artificial time series, and also reflect content level of different noises within five artificial synthetic ECGs. The results indicated the AUCs of three quality indices of the ELZC had statistical significance (>0.500). The ELZC and its corresponding three indices were more suitable for multi-lead ECG quality assessment than the other three algorithms.

Quality Evaluation of e-Government Services: A Systematic Literature Sudan as a Case Study

  • Elmouez Samir Abd Elhameed Mohamed;Amgad Atta Abedelmageed Mohammed
    • International Journal of Computer Science & Network Security
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    • v.23 no.5
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    • pp.95-108
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    • 2023
  • The technological revolution, also referred to as the Fourth Industrial Revolution, it embraced by government should transform the way governments serve their citizens. The growth of broadband in Africa is leapfrogging its technological development. And thus, many African governments will soon be able to offer quality e-Government services to their citizens. These technologically driven governments will be able to provide decision-makers with timeous information to make judgments that could influence policies. Proponents of e-Government believe that in the digital age, governments can use this information to reduce corruption and increase, accountability, transparency, efficiency, and public participation. e-Government service quality should ensure customer satisfaction. Although many studies have examined the role of e-Government and the quality of its services, few studies have examined the quality of e-Government services in terms of both supply and demand. This paper examines and reviews the academic-state-of-the-art on the factors that affect the quality of e-Government services from both perspectives. Utilizing both qualitative and quantitative methods for data gathering and analysis, a mixed methods research methodology was used.

Robust Design using Desirability Function to the Combined-Array with Multiple Quality Characteristics

  • Kwon, Yong-Man;Lee, Jang-Jae
    • Journal of Integrative Natural Science
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    • v.6 no.1
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    • pp.39-45
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    • 2013
  • Robust design is an approach to reducing performance variation of quality characteristic values in quality engineering. Taguchi has an idea that mean and variation are handled simultaneously to reduce the expected loss in products and processes. In the Taguchi parameter design, the product-array approach using orthogonal arrays is mainly used. However, it often requires an excessive number of experiments. An alternative approach, which is called the combined-array approach, was studied. In these studies, only single quality characteristic (or response) was considered. In this paper we propose how to simultaneously optimize for multiple quality characteristics (or multiresponse) using desirability function when we used the combined-array approach to assign control and noise factors.

Preparation and Quality Analysis of Sodium-Reduced Fried Fish Cakes

  • Hwang, Hyun-Jung;Choi, So-Yeon;Lee, Seung-Cheol
    • Preventive Nutrition and Food Science
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    • v.18 no.3
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    • pp.222-225
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    • 2013
  • To help reduce high intake of sodium in the Korean diet, sodium-reduced fried fish cakes (SRFFCs) were prepared and evaluated with regard to color, textural properties, and sensory attributes as indicators of quality. The quality characteristics of 30% SRFFCs were not notably different from those of full sodium FFCs; however, substitution of sodium with potassium altered the color and decreased consumer acceptance on sensory evaluation items. These results suggest that the SRFFCs that will be accepted by consumers can be prepared without compromising the quality.

Comparative effect of crumbled or mashed feed form on growth performance, nutrient digestibility, backfat thickness, and carcass quality of growing-finishing pigs

  • Sharif Uddin Khan;In Ho Kim
    • Korean Journal of Agricultural Science
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    • v.50 no.4
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    • pp.595-602
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    • 2023
  • Feed processing methods can substantially enhance the nutrient value of feed. The aim of our study was to compare the effects of mash or crumble feed on growth performance, nutrient digestibility, back-fat thickness, and carcass quality of growing-finishing pigs. In total, 50 ([Landrace × Yorkshire] × Duroc) growing pigs with initial body weight of 46.24 ± 3.57 kg were randomly assigned to two dietary treatment groups. The two dietary treatments were: 1) mash and 2) crumble feed forms for 14 weeks of trials. Five replication pens per treatment, comprised five pigs (2 males and 3 females) each. Growth performance, nutrient digestibility, back-fat thickness, and carcass quality were observed at different weeks. There were no significant differences in growth performance, nutrient digestibility, back-fat thickness, and carcass quality throughout the experimental trial. Further study is required to understand the effects of mash and crumble feed on growing-finishing pigs.

A Comparative Analysis of Studies on the Service Quality Evaluation of Libraries in Korea (도서관 서비스 품질 평가 연구에 대한 비교·분석)

  • Lee, Eung-bong
    • Journal of the Korean Society for Library and Information Science
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    • v.49 no.1
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    • pp.89-111
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    • 2015
  • The purpose of this study is to review recent academic studies on the service quality evaluation of libraries in Korea and to derive from research trends and several suggestions. This paper compared and analyzed service quality evaluation models in the field of library and information science and management science. This study also conducted comparative analysis of academic journal articles on 'service quality evaluation models of digital libraries'(2002~2007) and 'service quality evaluation of libraries'(2009~2014) in Korea.

Moderating Effect of Value on Relationship between Foodservice Quality and Satisfaction at Family Restaurant in the Eastern Part of Chonnam (전남 동부권 패밀리레스토랑 음식서비스질과 만족의 관계에 미치는 가치의 조절효과)

  • Kang Jong-Heon;Lee Jun-Ho
    • Korean journal of food and cookery science
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    • v.20 no.6 s.84
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    • pp.581-588
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    • 2004
  • The purpose of this study was to test the moderating effect of value on relationship between foodservice quality and satisfaction in family restaurant. Accordingly, this study surveyed by questionnaire concerning 18 items of foodservice quality, 1 item of overall satisfaction, 1 item of value as well as respondents' characteristics. The result of this study were as follows. KMO and Bartlett's test statistics showed that the data fitted factor analysis well. Results of factor analysis, average variance extracted estimates and shared variance showed that the convergent and discriminant validitys of 4 factors were supported, and cronbach's alpha showed that the internal consistency of 4 factors was supported. It was found that satisfaction was influenced by the interaction between 4 factors of service quality and value rather than by either service quality or value directly. Finally, The results indicated that high level of service quality might not lead customer satisfaction because of moderating effect of value.

Factors Affecting the Quality of Life in Stroke Patient at Home (재가 뇌졸중 환자의 삶의 질에 영향을 미치는 요인)

  • Kim, Jeong-Hwa;Kang, Hyun-Suk;Kim, Won-Ock;Wang, Myung-Ja;Chang, Chong-Mi
    • The Korean Journal of Rehabilitation Nursing
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    • v.9 no.1
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    • pp.49-55
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    • 2006
  • Purpose: The purpose of this study was to identify factors affecting the Quality of Life of the Stroke Patients. Method: The subjects were 249 Stroke Patients who had visiting at the hospital and health care center. The research tools were FIM, CES-D, ATD PA, Quality of life Scale. Data were analyzed with SPSS WIN program in which frequency, percentage, Pearson's correlation and stepwise regression were used examination the factors affecting the quality of life. Result: There were positive correlation between patient's FIM and Quality of life, depression and physical disability, and negative correlation between FIM and depression and physical disability. Depression was the most important factor with influence on quality of life. Conclusion: Based on the results, Active nursing intervention to decreased depression and to improve patients physical functional status in needed.

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Power Quality Monitoring System with a New Distributed Monitoring Structure

  • Won, Dong-Jun;Chung, Il-Yop;Kim, Joong-Moon;Ahn, Seon-Ju;Moon, Seung-Il;Seo, Jang-Cheol;Choe, Jong-Woong
    • KIEE International Transactions on Power Engineering
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    • v.4A no.4
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    • pp.214-220
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    • 2004
  • Power quality monitoring is the cornerstone for power quality analysis, diagnosis and improvement. The measurement of power quality (PQ) evolves from instantaneous metering to continuous monitoring. Furthermore, recent technologies enable us to construct more flexible, reliable, rapid and economical power quality monitoring system (PQMS). Therefore, this paper presents an improved PQMS with a new distributed monitoring structure. The proposed PQMS consists of a PQ meter, PQ analyzer and GUI. The PQ meter only collects raw data and the PQ analyzer performs power quality analysis. It has several advantages compared to conventional structures in economic efficiency, modularity, speed, etc. PQ monitoring algorithms to catch steady-state trends and to detect PQ events are also adapted to the proposed structure. Using the proposed structure and monitoring algorithm, a prototype PQMS is constructed and real-time testing is performed.

Theoretical Validation of Inheritance Metric in QMOOD against Weyuker's Properties

  • Alharthi, Mariam;Aljedaibi, Wajdi
    • International Journal of Computer Science & Network Security
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    • v.21 no.7
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    • pp.284-296
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    • 2021
  • Quality Models are important element of the software industry to develop and implement the best quality product in the market. This type of model provides aid in describing quality measures, which directly enhance the user satisfaction and software quality. In software development, the inheritance technique is an important mechanism used in object-oriented programming that allows the developers to define new classes having all the properties of super class. This technique supports the hierarchy design for classes and makes an "is-a" association among the super and subclasses. This paper describes a standard procedure for validating the inheritance metric in Quality Model for Object-Oriented Design (QMOOD) by using a set of nine properties established by Weyuker. These properties commonly using for investigating the effectiveness of the metric. The integration of two measuring methods (i.e. QMOOD and Weyuker) will provide new way for evaluating the software quality based on the inheritance context. The output of this research shows the extent of satisfaction of the inheritance metric in QMOOD against Weyuker nine properties. Further results proved that Weyker's property number nine could not fulfilled by any inheritance metrics. This research introduces a way for measuring software that developed using object-oriented approach. The theoretical validation of the inheritance metric presented in this paper is a small step taken towards producing quality software and in providing assistance to the software industry.