• Title/Summary/Keyword: Data Labeling

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Perception of Food Allergy Labeling System of School Foodservice in Female Middle School Students in Incheon Area (인천지역 여자 중학생의 학교급식 식품알레르기 유발식품 표시에 대한 인식)

  • Kim, Duck Hwa;Park, So Hyun;Hye, Do Min;Chang, Kyung Ja
    • Journal of the Korean Society of Food Culture
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    • v.31 no.6
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    • pp.675-681
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    • 2016
  • The purpose of this study was to investigate perception of the Food Allergy Labeling System (FALS) of school foodservice in female middle school students. The subjects were 148 female middle school students in the Incheon metropolitan area. In this cross-sectional study, data were collected using self-administered questionnaires. Only 20.9% of subjects had experience of food allergy education. There was no significant difference in food allergy knowledge by grade. The scores of perception of food allergy labeling by school foodservice were significantly higher in lower grade students (p<0.001). In all grades, highest scores were observed for 'food allergy labeling is necessary', whereas the lowest scores were for 'I check the food allergy labeling'. The percentages of subjects who wanted to participate in food allergy education were significantly different (p<0.01); 73.8% in 1st grade, 50.0% in 2nd grade, and 35.7% in 3rd grade. For desired education contents to enhance perception of FALS, 57.5% of subjects answered 'emergency management' and 23.0% said 'information of food allergy causing food'. Therefore, it is necessary to increase food allergy education and educate female middle school students according to grade in order to enhance perception of FALS.

The Effects of the Dietary Lifestyle and Demographic Characteristics on the Brand Image of Restaurants with Nutritional Labeling (식생활라이프스타일과 인구통계적 특성이 외식영양표시 외식업체의 브랜드 이미지에 미치는 영향)

  • Kim, Na-Hyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.6
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    • pp.548-556
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    • 2019
  • The purpose of this study is to analyze the impact of dietary lifestyles and demographic characteristics on the Brand image of restaurants with Nutritional labeling to provide basic marketing data for establishing differentiated Brand image strategies for restaurant businesses. To that end, the SPSS21.0 (ver.) program, frequency analysis, descriptive statistics, factor analysis, reliability analysis, correlation analysis, and multiple linear regression analysis were conducted to verify the hypothesis. As a result, the Brand image of restaurants with Nutritional labeling improved as the metropolitan area sought safety, non-capital area sought taste, males sought health, and females sought safety. In terms of age, it was analyzed that as more people in their 20s sought taste, those their 30s and 40s sought safety, and both married and unmarried people sought safety, the Brand image of restaurants with Nutritional labeling improved. In other words, it could be seen that people with Dietary lifestyles who pursued health and safety had positive images of restaurants with Nutritional labeling regardless of residential area, age, gender, marital status, or whether they had children.

Investigation of Labeling Status and Toxicity Data of Environmentally Hazardous Substances in Children's Products (어린이용품의 환경유해인자 표시 현황과 독성자료에 대한 연구)

  • Lee, Jiyun;Kim, Jihyo;Moon, Myunghee;Lee, Kiyoung;Ji, Kyunghee
    • Journal of Environmental Health Sciences
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    • v.45 no.5
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    • pp.443-456
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    • 2019
  • Objectives: Children are exposed to various environmental pollutants through contact with children's products. We investigated the KC mark, certification number, and contained substances labeled on children's products through market research and collected the toxicological data on these substances. Methods: The environmentally hazardous substances labeled on children's products (n=6576), including toys (n=2812), personal care products (n=2212), stationary/books (n=1333), and playground equipment (n=219) were examined. For the components that could be identified by CAS number, toxicological data on oral, inhalation, and dermal routes, cancer slope factor, and reference dose were collected. Results: Among the investigated products, KC marks or certification numbers were found for 4557 products (69.3%). Except for cosmetics and cleansers, the material information was labeled on most of the products. The frequency of labeling substance information in toys and stationary/books was low since this information could be omitted if KC certification was obtained. In the target products, 617 substances were identified by CAS number, and polypropylene, acrylonitrile butadiene styrene, and polyester were the most frequently displayed. Chronic toxicity data was found for only 32.4% of individual components, and information on toxicity through the dermal route was also highly limited. Conclusion: Our study suggested that labeling guidelines should be required to identify the environmentally hazardous substances contained in children's products. In addition, the toxicological data on many ingredients in children's products were insufficient. The data gap for toxicity data should be filled for future risk assessment.

Perception and importance for country-of-origin labeling at restaurants in college students in Jeju (제주지역 대학생들의 음식점 원산지표시제에 대한 인식 및 중요도 분석)

  • Park, Yeong-Mi;Ko, Yang-Sook;Chai, Insuk
    • Journal of Nutrition and Health
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    • v.51 no.2
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    • pp.177-185
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    • 2018
  • Purpose: This study analyzed the perception and importance of country-of-origin labeling at restaurants in 500 college students in Jeju surveyed from April 15 to May 5, 2016 with the aim of providing basic data. A total of 465 questionnaires out of 500 were used as base data for this study. Methods: The data were analyzed using descriptive analysis, ${\chi}^2-test$, and t-test using the SPSS Win program (version 21.0). Results: Regarding food safety-related dietary behaviors, average score was 3.65 points (out of 5), and 'put the food in a refrigerator or freezer immediately (4.07)' showed the highest score, whereas 'cool rapidly hot food prior to putting it in the refrigerator (3.08)' showed the lowest score. Regarding the awareness of country-of-origin labeling at restaurants, 67.5% of subjects were aware of it. With regard to dietary behavior of food safety, the high group showed a higher score than the low group (p < 0.001). Regarding reliability of the system, 4.9% of subjects indicated 'very reliable' and 45.4% 'somewhat reliable'. For perception of subject's country-of-origin labeling, the average score was 3.77 (out of 5). Regarding checking country-of-origin labeling at restaurants, 68.0% of subjects checked country-of-origin labeling, and the high group in the safety-related dietary behavior score ranking showed a higher rate (79.3%) than the low group (57.1%) (p < 0.001). With regard to importance by item, 'honest country-of-origin labeling of restaurants' showed the highest score at 4.27 (out of 5). Conclusion: It is necessary to provide continuing education for college students in order to enhance their perception of country-of-origin labeling at restaurants. Moreover, a systematic and appropriate support and control system by the government and local government needs to be developed in order to improve country-of-origin labeling at restaurants.

A Review of the Opinion Target Extraction using Sequence Labeling Algorithms based on Features Combinations

  • Aziz, Noor Azeera Abdul;MohdAizainiMaarof, MohdAizainiMaarof;Zainal, Anazida;HazimAlkawaz, Mohammed
    • Journal of Internet Computing and Services
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    • v.17 no.5
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    • pp.111-119
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    • 2016
  • In recent years, the opinion analysis is one of the key research fronts of any domain. Opinion target extraction is an essential process of opinion analysis. Target is usually referred to noun or noun phrase in an entity which is deliberated by the opinion holder. Extraction of opinion target facilitates the opinion analysis more precisely and in addition helps to identify the opinion polarity i.e. users can perceive opinion in detail of a target including all its features. One of the most commonly employed algorithms is a sequence labeling algorithm also called Conditional Random Fields. In present article, recent opinion target extraction approaches are reviewed based on sequence labeling algorithm and it features combinations by analyzing and comparing these approaches. The good selection of features combinations will in some way give a good or better accuracy result. Features combinations are an essential process that can be used to identify and remove unneeded, irrelevant and redundant attributes from data that do not contribute to the accuracy of a predictive model or may in fact decrease the accuracy of the model. Hence, in general this review eventually leads to the contribution for the opinion analysis approach and assist researcher for the opinion target extraction in particular.

Perception on Nutrition Labeling of the Processed Food among Elementary School Teachers in Busan (부산지역 초등학교 교사들의 가공식품 영양표시에 대한 인식)

  • Lee, Jeong-Sook
    • Korean Journal of Community Nutrition
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    • v.14 no.4
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    • pp.430-440
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    • 2009
  • This study was carried out to investigate the perception on nutrition labeling of the processed foods among elementary school teachers in Busan. The survey was conducted from November 1 to November 30, 2008 by questionnaires and data which were analyzed by SPSS program. The results are summarized as follows. Ninety five point seven percent of the male teachers and 98.2% of the female teachers recognized the nutrition labeling (NL). The necessity of a NL system and comprehension of NL were higher in the female group than the male group. NL was trusted by 22.9% of male teachers and 19.7% of female teachers. The main reason for checking NL of the teachers was for food safety. For the most important NL items at purchasing the food, the teachers replied 'trans fatty acid' and 'cholesterol'. Five point seven percent of male teachers and 17.0% of female teachers were educated for NL. Seventy two point nine percent of males and 91.0% of females recognized the necessity of NL teaching. It is necessary to prepare education programs for both teachers and students about accurate recognition of NL. (Korean J Community Nutrition 14(4) : 430${\sim}$440, 2009)

Changes in Cell Proliferation During the Development of Renal Cell Tumors Induced by N-Nitrosomorpholine in Rats (흰쥐에서 신장암이 발생하는 동안 세포분열속도의 변화)

  • 안영수
    • Toxicological Research
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    • v.11 no.1
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    • pp.127-131
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    • 1995
  • Sequential changes in cell proliferation during the development of epitherial kidney tumors induced in rats were investigated by autoradiographic determination of the $^3H$-thymidine-labeling index. Renal cell tumors were induced in male Sprague-Dawley rats by oral administration of N-nitrosomorpholine at the concentration of 120 mg/l in the drinking water for 7 weeks. At different times between 12 and 34 weeks after withdrawal of the carcinogen (stop model) animals were sacrificed. According to cytological criteria, neoplastic lesions were classified into clear cell, acidophilic cell, basophilic cell and oncocytic tumors. The labeling index was found to be increased in all types of preneoplastic tubules as compared to their corresponding original tubules. A much stronger elevation of cell proliferation was ocurred during the development of renal cell tumors from preneoplastic tubules. Of four tumor types, acidophilic cell tumor showed the highest labeling index while oncocytoma exhibited the lowest proliferative activity. These findings are in good accordance with the clinical observations that acidophilic cell tumors have a worse prognosis than oncocytoma. The data presented in this study suggest that the individual proliferation rates may be an objective biological marker of kidney tumor aggressiveness.

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Arterial Spin Labeling Magnetic Resonance Imaging in Healthy Adults: Mathematical Model Fitting to Assess Age-Related Perfusion Pattern

  • Ying Hu;Rongbo Liu;Fabao Gao
    • Korean Journal of Radiology
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    • v.22 no.7
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    • pp.1194-1202
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    • 2021
  • Objective: To investigate the age-dependent changes in regional cerebral blood flow (CBF) in healthy adults by fitting mathematical models to imaging data. Materials and Methods: In this prospective study, 90 healthy adults underwent pseudo-continuous arterial spin labeling imaging of the brain. Regional CBF values were extracted from the arterial spin labeling images of each subject. Multivariable regression with the Akaike information criterion, link test, and F test (Ramsey's regression equation specification error test) was performed for 7 models in every brain region to determine the best mathematical model for fitting the relationship between CBF and age. Results: Of all 87 brain regions, 68 brain regions were best fitted by cubic models, 9 brain regions were best fitted by quadratic models, and 10 brain regions were best fitted by linear models. In most brain regions (global gray matter and the other 65 brain regions), CBF decreased nonlinearly with aging, and the rate of CBF reduction decreased with aging, gradually approaching 0 after approximately 60. CBF in some regions of the frontal, parietal, and occipital lobes increased nonlinearly with aging before age 30, approximately, and decreased nonlinearly with aging for the rest of life. Conclusion: In adults, the age-related perfusion patterns in most brain regions were best fitted by the cubic models, and age-dependent CBF changes were nonlinear.

Ganglion Cyst Region Extraction from Ultrasound Images Using Possibilistic C-Means Clustering Method

  • Suryadibrata, Alethea;Kim, Kwang Baek
    • Journal of information and communication convergence engineering
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    • v.15 no.1
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    • pp.49-52
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    • 2017
  • Ganglion cysts are benign soft tissues usually encountered in the wrist. In this paper, we propose a method to extract a ganglion cyst region from ultrasonography images by using image segmentation. The proposed method using the possibilistic c-means (PCM) clustering method is applicable to ganglion cyst extraction. The methods considered in this thesis are fuzzy stretching, median filter, PCM clustering, and connected component labeling. Fuzzy stretching performs well on ultrasonography images and improves the original image. Median filter reduces the speckle noise without decreasing the image sharpness. PCM clustering is used for categorizing pixels into the given cluster centers. Connected component labeling is used for labeling the objects in an image and extracting the cyst region. Further, PCM clustering is more robust in the case of noisy data, and the proposed method can extract a ganglion cyst area with an accuracy of 80% (16 out of 20 images).

Understanding of Nutrition Labelling Use and Related Factors among Korean Adults

  • Oh, Chorong;Kim, Hak-Seon
    • Culinary science and hospitality research
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    • v.24 no.2
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    • pp.16-22
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    • 2018
  • This study was conducted to investigate that the nutrition labeling use is associated with demographic and psychosocial factors according to each nutrition information on the nutrition labeling in Korean adults. The study subjects (N=1,140) were individuals who were aged 20 years and more and answered on the question of nutrition label use and who participated in the Korean National Health Examination and Nutrition Survey (KNHANES) in 2010.As age older, there was more interest in information such as sugar, protein, fat, cholesterol than calories. In contrast, as age younger, there was more interest intrans-fat, sodium as well as calories. As higher education level, there were more aware of trans-fat, sodium and calories. From the result that the most interested nutrition items were significantly different by democratic factors, we could understand interested nutrient information on the nutrition labels could change according to individual specific education. Therefore, this can also provide basic data for systematic education program by nutrition label use.