• Title/Summary/Keyword: GPT2

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Exploring Service Improvement Opportunities through Analysis of OTT App Reviews (OTT 앱 리뷰 분석을 통한 서비스 개선 기회 발굴 방안 연구)

  • Joongmin Lee;Chie Hoon Song
    • Journal of the Korean Society of Industry Convergence
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    • v.27 no.2_2
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    • pp.445-456
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    • 2024
  • This study aims to suggest service improvement opportunities by analyzing user review data of the top three OTT service apps(Netflix, Coupang Play, and TVING) on Google Play Store. To achieve this objective, we proposed a framework for uncovering service opportunities through the analysis of negative user reviews from OTT service providers. The framework involves automating the labeling of identified topics and generating service improvement opportunities using topic modeling and prompt engineering, leveraging GPT-4, a generative AI model. Consequently, we pinpointed five dissatisfaction topics for Netflix and TVING, and nine for Coupang Play. Common issues include "video playback errors", "app installation and update errors", "subscription and payment" problems, and concerns regarding "content quality". The commonly identified service enhancement opportunities include "enhancing and diversifying content quality". "optimizing video quality and data usage", "ensuring compatibility with external devices", and "streamlining payment and cancellation processes". In contrast to prior research, this study introduces a novel research framework leveraging generative AI to label topics and propose improvement strategies based on the derived topics. This is noteworthy as it identifies actionable service opportunities aimed at enhancing service competitiveness and satisfaction, instead of merely outlining topics.

Changes of Hematological Constituents in the Mullet, Mugil cephalus Exposed to Chromium (크롬 노출에 따른 숭어, Mugil cephalus의 혈액성분 변화)

  • Ahn, Tae-Young;Jeong, Dal Sang;Kim, Jun-Hwan;Kang, Ju-Chan
    • Journal of fish pathology
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    • v.26 no.2
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    • pp.89-97
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    • 2013
  • The study was carried out to investigate the changes of hematological parameters induced by waterborne exposure of chromium (Cr) in the mullet, Mugil cephalus. The mullet was exposed to sub-chronic concentrations of chromium (0, 25, 50, 100, $200{\mu}g/L$ Cr) for 4 weeks. The major hematological findings were significant decreases in the red blood cell (RBC) count and hematocrit value in mullet exposed to ${\geq}50{\mu}g/L$ Cr. Although serum calcium concentration was significantly reduced at ${\geq}50{\mu}g/L$ Cr, magnesium concentration was found to be significantly increased at ${\geq}100{\mu}g/L$ Cr. The serum glucose and total protein concentrations were significantly increased at $200{\mu}g/L$ Cr. However, serum triglyceride concentration did not show any noticeable changes in the range of $25{\sim}200{\mu}g/L$ Cr of chromium compared to control group during the experimental period. A significant increment of GOT (glutamic oxalate transminase) and GPT (glutamic pyruvate transminase) activities was noticed at ${\geq}100{\mu}g/L$ Cr. These results indicate that hematological and serum biochemical changes in the mullet by waterborne exposure to chromium are affected at more than $50{\mu}g/L$ Cr.

Effects of Maqui Berry Extract on Blood Lipids and Liver Function in Normal Rodents (마키베리 추출물이 정상 설치류의 혈중지질과 간기능에 미치는 영향)

  • Hwang, Mi Sun;Lee, Joo Hee;Kim, In Joo;Kim, Tae Hee;Kim, Kang Min
    • Journal of Life Science
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    • v.30 no.9
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    • pp.791-797
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    • 2020
  • Maqui berry are known as one of the "superfoods" and can purportedly improve health. The effects of orally administered maqui berry extract on biological parameters such as serum lipids and blood cells in healthy subjects were investigated in rats in vivo for 2 weeks. Possible causes of harmful effects on liver and kidney function were also examined. After oral administration of maqui berry extract, levels of serum triglyceride (TG) were decreased to almost 30% less from the control, and high density lipoprotein cholesterol (HDL-C) was increased to 18% more; thus, serum lipids profile seemed to be improved. The administration of maqui berry extract increased red blood cell concentration by 10% from the control, while both the hemoglobin and the mean corpuscular volume (MCV) were increased by 12%. Maqui berry extract also increased the concentration of serum total proteins by 30% of the control and that suggests protein metabolism might be improved. Moreover, maqui berry decreased serum levels of glutamin oxaloacetate transaminase (GOT) and glutamin pyruvate transaminase (GPT) by 12% from the control group so maqui berry improved liver function. This study suggests that oral administration of maqui berry extract may be helpful to improve those heath parameters like serum lipids profile, red blood cell level, liver protection. It would also be very useful for the development of high value products such as functional foods and pharmaceutics in the future.

Effects of Salvia plebeia R. Br. on Antioxidative Enzyme Activities and Oxidative Damage in Rats Fed High-Fat and High-Cholesterol Diets (곰보배추섭취가 고지방과 고콜레스테롤 식이 랫드에서의 항산화 효소활성 및 산화적 손상에 미치는 영향)

  • Song, Won-Yeong;Choi, Jeong-Hwa
    • Journal of Food Hygiene and Safety
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    • v.33 no.4
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    • pp.316-323
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    • 2018
  • The purpose of the present study was to investigate the effect of Salvia Plebia R. Br. (SP) powder on the antioxidative defense system and oxidative stress in rats which were fed a high fat high cholesterol diet. Accordingly, the rats were divided into four experimental groups which were composed of a high fat high cholesterol diet group (HF), HF diet with 5% SP powder supplemented group (PA), a HF diet with 10% SP powder supplemented group (PB), and a normal group (N). Consequently, the hepatic catalase activity of the HF group was decreased compared to the normal group (N), but it is recorded that of the PA and PB groups were significantly increased. With this in mind, the PA and PB groups resulted in the case of significantly increased activities of hepatic GSH-px and SOD. The hepatic superoxide radical and hydrogen peroxide contents of the PA and PB groups were significantly decreased, as compared to the HF group. The GOT and GPT activities of the PB group were also significantly decreased when thus compared to the HF group. Notably, the carbonyl values contents of the PA and PB groups were significantly reduced compared to the HF group. The hepatic TBARS values in the liver were significantly reduced as measured in the PA and PB groups. These results suggest that the SP powder may reduce the incidence of oxidative damage, by the activation of an antioxidative enzyme in rats fed with high fat high cholesterol diets.

The Outcome of Nutrition Support of Surgery Patients with Hypermetabolic Severity by Total Parenteral Nutrition and Enteral Nutrition and Biochemical Data (경장영양과 중시정맥영양을 공급받는 외과계 수술 환자의 과대사 정도에 따른 영양 섭취량 및 생화학적 검사 결과)

  • Rha Mi-Yong;Kim Eun-Mi;Cho Young-Y.;Seo Jeong-Meen;Choi Hay-Mie
    • Korean Journal of Community Nutrition
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    • v.11 no.2
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    • pp.289-297
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    • 2006
  • This study evaluated the nutrition intake and changes in laboratory data of surgery patients with hypermetabolic severity on nutrition support. From January 2002 to September 2002, 66 hospitalized surgery patients who had received enteral nutrition (EN, n=19) and total parenteral nutrition (TPN, n=47) for more than 7 days were prospectively and retrospectively recruited. The laboratory data was examined pre-operatively, and on the post-operative 1, 3, 7 day and at the time of discharge. The characteristics of the patients were examined for the hypermetabolic severity, The hypermetabolic scores were determined by high fever ($>38^{\circ}C$), rapid breathing (>30 breaths/min), rapid pulse rate (>100 beats/min) , leukocytosis ($WBC>12,000/{\mu}l$), leukocytopenia ($WBC>3,000/{\mu}l$), status of infection, inflammatory bowel disease, surgery and trauma. The scores for the hypermetabolic status were divided into three groups (mild 0-10, moderate 11-40, severe>41). According to the results of the study, 38.3% (n=23), 45.4% (n=30) and 19.6% (n=13) were in the mild, moderate, and severe groups, respectively. There was a decrease in the serum albumin level and weight loss according to the hypermetabolic severity. However, the white blood cells (WBC), fasting blood sugar (FBS), c-reactive protein (CRP), total bilirubin, GOT, and GPT increased. The nutritional intake was TPN (32.5 kcal/kg, protein 1.2 g/kg, fat 0.25 g/kg), EN (28.1 kcal/kg, protein 1.0 g/kg, fat 1.01 g/kg). The serum albumin, hemoglobin and cholesterol were higher in the EN group than in the TPN group. But the FBS, total bilirubin, GOT and GPT were higher in the TPN group than the EN group. In conclusion, there was a negative correlation between the changes in the laboratory data and the hypermetabolic severity. There was an increase in the number of metabolic complications in the TPN group.

Dietary Effects of Fiber Produced from G\ulcorneruconocacetobacter hansenii on Digestive Tract and Lipid Metabolism in Rats (Gluconoacetobacter hansenii에 의해 생산된 섬유소 섭취가 흰쥐의 소화기관과 지질대사에 미치는 영향)

  • 조성희;이지연;최경호;최영선
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.31 no.5
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    • pp.802-807
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    • 2002
  • This study was conducted to see effects of dietary bacterial fiber produced by Gluconoucetobacter hansenii on gross structure, and disaccharidase activities of small intestine and body lipid status in rats. Bacterial fiber was prepared by drying and alkali treatment of floating membrane produced IS days after the bacterial culture using coconut juice media. Male Sprague-Dawely rats of 320+10 g were grouped into three and fed 0.5% (w/w) cholesterol diets with three different dietary fibers, i .e. cellulose, and pectin and bacterial fiber, at the level of 2% (w/w). During four-week experimental period, food intakes and body weight gains were not different among three groups. Total lengths and jejunal fragment weights of small intestine did not differ among the three groups but cecal weight was higher in bacterial fiber groups than those of the other two groups. Colon content and fecal dry weight were lower in bacterial fiber group. Sucrase activity of the jejunal mucosa was lower in bacterial fiber group but maltase activity was not different from those of the other two groups. Plasma total cholesterol level was lower and that of HDL-cholesterol higher in pectin group than those of cellulose and bacterial fiber groups, the latter of which did not differ. Both in plasma and liver triglyceride levels were lower in bacterial fiber group than cellulose and pectin groups, and liver cholesterol level was lower in pectin group. Relative liver weights and Plasma activities of GOT md GPT were not different among three groups. It is concluded that bacterial fiber used in the present study had hypotriglyceridemic effect that help improve lipid status in the body.

Comparative Studies among Bull, Steer and Heifer on Growth Performance, Blood Composition and Carcass Characteristics According to Fattening Phase in Hanwoo (한우 암소, 수소, 거세우의 비육단계별 발육성적과 혈액성상 및 도체특성에 관한 비교연구)

  • Lee, Sang-Min;Hyun, Jong Hwan;Lee, Shin-Ja;Kim, Eun-Tae;Moon, Yea-Hwang;Lee, Sung-Sill
    • Korean Journal of Organic Agriculture
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    • v.24 no.4
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    • pp.931-944
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    • 2016
  • This study was conducted to compare among bull, steer and heifer on growth performance, blood composition and carcass traits according to fattening phase in Hanwoo. 12 month of aged 4 bulls ($339.8{\pm}18.5kg$), 4 steers ($309.8{\pm}13.2kg$), and 3 heifers ($290.0{\pm}16.7kg$) were allocated in the stalls with individual feeding system during 20 months. Average daily gain was not different among the treatment groups during early fattening phase, but higher in the bulls and lower in the heifers after mid-fattening phase (p<0.05). The difference of body size by animal groups appeared from 24 month of age, and wither height and body length of Hanwoo heifer were the smallest (p<0.05) among treatment group. But wither height was not difference among treatment groups at 32 month of age. At 12 month of age, concentrations of serum cholesterol, triglyceride, glucose and total protein were higher in the heifers compared to other groups, and serum GPT (Glutamic pyruvic transaminase) was the highest (p<0.05) in the bulls, and serum GOT (Glutamic oxaloacetic transaminase) was the highest (p<0.05) at late fattening phase in the bulls. Meat yield index was similar between the bulls and the heifers, and the lowest (p<0.05) in the steers. Marbling score was significantly higher (p<0.05) in the steers and the heifers than in the bulls, and meat quality was the best in the steers among treatment groups. The results of this experiment might be used as a basal data on difference between gender in revision of Korean feeding standard for Hanwoo.

Effects of Vitamin E and Selenium on the Antioxidative Defense System in Streptozotocin-induced Diabetic Rats (Vitamin E와 Selenium이 Streptozotocin 유발 당뇨쥐의 항산화계에 미치는 영향)

  • 이순재
    • Journal of Nutrition and Health
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    • v.29 no.1
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    • pp.22-31
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    • 1996
  • The purpose of this study was to investigate the effect of vitamin E and selenium on the antioxidative defense mechanism in the liver of streptozotocin(STZ)-induced diabetic rats. Sprague-Dawley male rats(120$\pm$10gm) were randomly assigned to one control and five STZ-diabetic groups. Diabetic groups were classified to STZ-0E (vitamin E free diet), STZ-40E(40mg vitamin E/kg of diet), STZ-400E(400mg vitamin E/kg of diet), STZ-S(0.5ppm Se/kg of diet) and STZ-400ES(400mg vitamin E and 0.5ppm Se/kg of diet) according to the level of vitamin E and selenium supplementation. Diabetes was experimentally induced by intravenous adminstration of 55mg/kg of STZ in citrate buffer(pH 4.3) after 4-weeks feedng of six experimental diets. Animals were sacrificed at the 4th day of diabetic states. Activities of the serum glutamic oxaloacetate transaminase(GOT) and the glutaminc pyruvate transaminase(GPT) in STZ-0E, STZ-40E and STZ-S rats were higher than those of control. Liver xanthine oxidase activities were similar to serum GOT and GPT. Liver superoxide dismutase(SOD) activities were higher in STZ-0E and STZ-40E groups by 33%, 22%, respectively than that of control. Glutathione S-transferase(GST) activities of liver were similar to GSH-Px activities. The contents of vitamin E in liver tissue were significantly lower STZ-0E, STZ-40E and STZ-S groups by 50%, 36%, 45% than that of control. Reduced glutathione(GSH) contents of liver were lower STZ-0E, STZ-40E, STZ-400E, STZ-S and STZ-400ES groups by 57%, 51%, 19%, 18%, 12% than that of control. Lipid peroxide values (LPO) in liver were higher 5.6, 2.3 and 2.3 times in STZ-0E, STZ-40E and STZ-S group than that of control. The present results indicate that STZ-induced diabetic rats are more sensitive to oxidative stress, leading to the acceleration of lipid peroxidation process, which can be more accelerated by feeding the low level of dietary vitamin E. In the coincident supplementation of high dietary vitamin E and selenium antioxidative enzymes activities and physiolosical antioxidants were increased more than those of the separate supplementation of vitamin E or selenium. Therefore, dietary vitamin E and selenium reduced peroxidative damage of tissue, promoting antioxidative defense mechanism against lipid peroxidation by diabetes.

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Effects of Foliar Spray of Kinetin(6-Furfurylaminopurine) on the Growth of Mulberry Tree and the Metabolic Activities in the Leaves (Kinetin(6-Furfurylaminopurine)의 엽면살포가 상수의 생장 및 생체내 대사에 미치는 영향)

  • 이재하
    • Journal of Sericultural and Entomological Science
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    • v.26 no.1
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    • pp.1-20
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    • 1984
  • Effects of Foliar spray of Kinetin on the growth and metabolism of mulberry tree was investigated in this studies. The results are summarized as follows; 1. Appropriate level of Kinetin for the optimal growth of mulberry tree was 100ppm. 2. In the non-fertilizer, N, P, K, and N+P+K treated plots supplemented with Kinetin, the growth of mulberry tree was generally promoted, especially in the roots, in comparison to non-supplemented plots. The effect was notably outstanding in the N, and N+P+K treated plots. 3. The mechanism by which the growth of root is stimulated was fundamentally attributed to the hypertrophy of unit cells. 4. The chlorophyll contents of the leaves in the Kinetin supplemented plots were higher than that of the non-supplemented, especially in the N, and N+P+K treated ones. 5. Likewise, total sugar contents of Kinetin supplemented plots were higher than that of the non-supplemented. Particularly the N+P+K treated plots showed higher level of sugar contents. In other plots, there were no significant differences in the level of sugar contents. 6. The activity of GOT and GPT was higher in the Kinetin supplemented plots, particularly in the N, and N+P+K treateated. 7. The contents of ascorbic acid were increased in plots with kinetin supplement in the order of N+P+K>potassium>Nitrogen>phosphorus$\geq$non-fertilizer. 8. Difference between Kinetin treatment and non-treatment was not recognized in the contents of inorganic and organic compounds.

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A Study on the Health Conditions of Male and Female Environmental Workers in Seoul (서울시 남$\cdot$여 환경미화원의 건강실태에 관한 고찰)

  • Kwon Young Eun;Suh Gil Hee;Kim Kyu-Sung;Choy Haeng-Gi;Jung Moon-Hee
    • Journal of Korean Public Health Nursing
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    • v.7 no.1
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    • pp.67-79
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    • 1993
  • This study was designed to identify the general health conditions and high risk factors of the male & female environmental workers. Thereby. the results of this study were to provide useful data as a contribution to knowledge for health protection and promotion. The data used for this study were environmental workers' physical examination cards; the male environmental workers were 52 persons. and the female environmental workers 52 persons. The data were analyzed by descriptive statistics, t-test, Pearson correlation, and distinction analysis, using the SPSS program. The results of this study can be summarized as follows; 1. Thers was a significant statistical difference between the two groups as to height. eyesight. serum GPT, hematocrit. The variables having little difference between two groups were weight. systolic blood pressure. total cholesterol. creatinine. 2. The rate of revealed in significant health examination was extra-health discrimination rate $28.8\%$, significant result of illness rate $12.5\%$. injury-inflicting rate $7\%$. second-time urine test $5.7\%$. antigen positive 3.8%. hearing impairment $2.8\%$, urine protein positive $1.9\%$. and urine sugar positive $1.9%$. 3. The workers diagnosed as extra-health discrimination were 30 persons or $28.8\%$. There was a difference between two groups on the prevalence. In the male environmental workers. ten times live problems and six times pulmonary tuberculosis and three times circulatory problems were revealed the higher than thoes of the female environmental workers. 4. In the male environmental workers, the relationship between age and systolic blood pressure revealed a significant correlation (r=0.22. p<0.05). In the female environmental workers. there was a negative correlation between age and weight (r= 0.25, p<0.05). the relationship between age and total cholesterol correlated positively (r=0.30, p<'0.05). 5. In the male environmental workers, there was a negative correlation between working career and creatinine(r=-0. 22, p<0.05) In the female environmental workers, there was a positive correlation between working career and total cholesterol (r= 0.58, p<0.01). 6. There were significant differences on working career and creatinine accdording to the male and female environmental workers who had any problems through x-ray inspection. 7. There were significant differences on height. eyesight. serum GPT according to the male and female environmental workers who were diagnosed as extra-health discrimination. 8. The female environmental workers who were diagnosed as 'care' were positively correlated with weight (r= 0.26. p<0.05)' and systolic blood pressure (r= 0.30. p<0. 05). on the other hand. the left and right eyesight correlated nagatively(r=-0.15. r=-0.33. p<0.01). 9. The most influential variables on the male and female environmental workers' health condition were working career, height. and weight. And these three variables could help determine the two groups at the level of 81. 8 percentage.

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