• 제목/요약/키워드: food satisfaction

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사용자 선호도 변화에 따른 추천시스템의 다양성 적용 (Application of diversity of recommender system accordingtouserpreferencechange)

  • 나혜연;남기환
    • 지능정보연구
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    • 제26권4호
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    • pp.67-86
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    • 2020
  • 추천시스템은 시간이 흐를수록 사용자와 기업에게 점점 더 큰 영향을 주고 있다. 최근 코로나(COVID-19) 팬데믹 현상이 전 세계적으로 일어나면서 세대를 뛰어넘어 E-Commerce의 중요성이 증대되었고 추천시스템은 E-Commerce 활성화의 최중심에 있다. 추천시스템이 개발된 이래로 다수의 알고리즘이 추천시스템의 정확도를 올리는 것에 집중되어 있었고, 추천시스템의 희귀성, 다양성, 우연성 등과 같은 다른 가치들이 간과되고 있다. 본 논문에서는 사용자의 만족도는 추천시스템의 정확도에만 달려있지 않고 다양한 성능을 겸비했을 때 고객에게 만족스러운 추천서비스 경험을 제공할 것이라 생각하여 다양성을 위한 그래프 기반의 추천시스템을 개발하였다. 사용자 네트워크를 구성한 뒤 카테고리를 활용한 무게중심변화를 통해 유사도가 낮은 이질적인 사용자를 찾아 추천상품의 유사성을 낮추는 방식으로 다양성을 도모하였다. 또한, 추천의 다양성은 사용자의 다양성 선호 수준에 따라 상이할 것이라는 가정에 따라 사용자의 다양성 선호 수준을 구별하였고 다양성 모델 성능이 사용자 특성별로 다름을 확인할 수 있었다. 전체 연구 결과, 추천시스템의 정확성과 다양성이 트레이드 오프 관계에 놓여있다는 것을 확인할 수 있었지만 본 연구모델을 통해 근소한 정확도 손실 대비 높은 다양성을 얻을 수 있었다. 본 연구는 그래프 기반의 추천시스템을 통해 사용자의 만족도를 향상시키는 다양성을 실현하였다는 연구적 의의와 사용자 수준을 고려한 추천의 다양성을 적용 결과를 통해 기업의 장기적 이윤을 상승시킬 수 있는 모델 개발이라는 실무적 의의를 꼽을 수 있다.

백령느타리 '우람'의 소비확대를 위한 시장평가와 마케팅 전략 (Market evaluation and marketing strategy to expand the consumption of Pleurotus nebrodensis variety 'Uram')

  • 김연진;이자영;최준영;김정한;이채영;이찬중;임갑준
    • 한국버섯학회지
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    • 제20권3호
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    • pp.173-177
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    • 2022
  • 본 연구 목적은 백령느타리 『우람』의 유통인 및 소비자 선호에 따른 마케팅전략 수립을 통해 시장진입 방안을 제시함에 있다. 시장 평가 결과 첫째, 유통인 평가에서는 모양과 크기가 균일한 버섯 재배, 높은 수분함량에 따른 낮은 저장성 보완, 소포장 판매가 필요하다고 하였다. 둘째 소비자 평가에서 백령느타리의 품질 만족도는 식감이 가장 높았으며 크기와 모양의 만족도가 낮았다. 소비자 평가에서도 유통인평가와 마찬가지로 수분이 많아 저장성이 짧다는 의견이 도출되어 재배시 개선이 필요하다고 판단된다. 시장평가를 통한 마케팅 전략은 다음과 같이 도출되었다. 제품(Product) 측면에서는 모양과 크기가 균일한 버섯 생산, 150~300 g 형태로 소포장 판매를 고려해야 하고 가격(Price)는 고급화전략으로 고가판매, 유통(Price) 측면은 생산 초기 로컬푸드 및 친환경매장 입점 후 농가 생산이 증가하면 도매시장에 정기수의계약으로 출하를 할 수 있다고 판단된다. 마지막으로 홍보(Promotion)는 백령느타리가 소비자들에게 생소한 버섯임을 감안하여 시식행사, 체험단 운영을 통해 소비자의 접근성을 높여야 할 것이다. 이러한 마케팅 전략을 수행하기 위해서는 무엇보다 생산농가와 협력하여 안정적인 생산을 유도하고 유통 및 판매 등의 과정이 체계적으로 관리되고 지속될 수 있도록 노력해야 한다. 또한 신소득 품목 육성과정에서도 유통 및 소비트렌드 등을 면밀히 파악하여 소비지향적인 품종 개발을 위해 노력해야 할 것이다.

일부 지역사회 노인들의 우울수준과 관련요인 (Factors Related to Depressive Symptoms Among the Elderly in Urban and Rural Areas)

  • 이종천;박정아;배남규;조영채
    • 농촌의학ㆍ지역보건
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    • 제33권2호
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    • pp.204-220
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    • 2008
  • Objectives: This study was performed to determine the levels of depression symptoms among the community elderlies and to reveal its related factors, specifically aimed at revealing psycho-social factors such as social support net-work, sense of self-esteem, state anxiety, interpersonal behavior trait and locus of control. Methods: The interviews were performed during the period from April 1st to June 30th, 2007 to the 790 elderlies in urban and rural areas. Results: The mean scores of depression (CES-D) among all subjects were 16.65±10.97(urban: 18.81±10.31, rural: 14.49±11.20) and they were higher in urban than rural. The level of depression symptoms was influenced by the variables of educational level, with or without spouse, bear for living expenses, sense of satisfaction in daily life. As for health related behaviors, they were influenced by the variables of with or without regular exercise. As for health status, they were influenced by the subjective health status, with or without disability of body, visual acuity, hearing ability, ability of food mastication, urinary incontinence, with or without help in activity of daily living (ADL) and instrumental activity of daily living (IADL). As for social support net-work and social activities, they were influenced by number of offspring, frequency of offspring contents, frequency of going out and activity of hobbies. As for psycho-social factors, they were influenced by sense of self-esteem, state anxiety and social support, especially, the level of depression symptoms was higher influenced by the variables of psycho-social factors than other variables. Conclusions: Lower of the level of depression symptoms among the community elderlies would require development and application of programs to keep under management psycho-social factors as well as looking for ways to promoting the present health status.

영.유아복 세탁에 관한 소비자 행동 연구 - 세탁기 유형별 비교 - (Consumer's Behaviors on the Laundering of Baby's Clothing - Comparison of Washing Machine Types -)

  • 이수연;이정숙
    • 한국의류학회지
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    • 제31권8호
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    • pp.1231-1239
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    • 2007
  • The purpose of this study was to investigate consumer's behaviors on the laundering of baby's clothing according to washing machine types. The subjects were 255 consumers with babies(0-2 years) in Korea. The data were collected with a self-administered questionnaire and analyzed by Chi-square test and multiple response analysis, and SPSS 12.0 statistics package was used. Consumers were separated into two groups according to washing machine types with general pulsator type and drum-type. Consumer's behaviors between general pulsator type group and drum-type group of washing machines were also examined. The results of this study were as follows. In the consumer satisfaction for washing machine, mostly drum-type group of consumers were satisfied with their washing machines. As the reasons of washing machine's dissatisfaction, noise, washing time and low washing efficiency were high in the pulsator type group, and washing time, noise and high price in the drum-type washing machine group. The consumers concerned about separation of clothing and laundering label while they washed laundry by washing machine. However, they didn't separate clothing because the small volume of laundry and a long washing time. The most interest and required thing of consumers was complete rinsing without any detergents used in washing as well as the removal of soils for baby's clothing regardless of two washing machine types. And they complained food soils like milk and mother's milk etc. were not completely removed by washing machine. As a whole the washing frequency of baby's laundry was once per a day and the rinsing also more than three times per a laundry. Most of the consumers used a private detergents for baby's clothing(detergents for baby's clothing only), and preferred to the high or boiled temperature washing as a desirable baby's laundering. There were significant differences between general pulsator type group and drum-type group of washing machines on the laundering of baby's clothing in this study.

농촌지역 노인의 생활실태 조사연구 -의.식.주생활 및 심리적 적응을 중심으로- (Living Conditions of the Rural Elderly: Clothing, Nutrition, Housing, and Psychological Adjustment)

  • 윤복자
    • 대한가정학회지
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    • 제28권4호
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    • pp.65-86
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    • 1990
  • Living conditions of the rural elderly were assessed in terms of clothing behavior, health and nutritional status, housing and envioronmental condition, and psychological adjustment. The subjects were eighty individuals over sixty residing in the rural community of Iksan-kun, Chollabukdo. The interview method using questionnaires, direct measurement, and observation was used for this study. Data were compared with those obtained from a previous study of the elderly residing in an urban area. Clothing behavior showed that the elderly residing in the rural community were more concerned about plain and conservative design of clothes than their urban counterparts. Special protective clothes for cropdusting with agricultural chemicals had not been prepared. The following urgent needs were pointed out: development and supply of agricultural chemical protective clothing and development and education of appropriate washing and clothing care methods. The health status of the elderly was generally good, but poor eating habits were found more frequently in the rural elderly than among the urban dwellers. Several dietary nutrient intakes were insufficient. Contrasting the urban elderly with the rural group, it was found that the urban group lacked sufficient vitamin A and vitamin C and the urban women had insufficient calorie whereas the rural group was deficient in protein, vitamin A, calorie, and fat. A significant relationship was found between dietary nutrient intake and health index, food habit points, self recognized health status, meal satisfaction, and economic status. Urgent needs of the development of a nutrition education program for the elderly were pointed out. Most of elderly residing in the surveyed rural communities were living alone or with their spouse only, therefore only one room was used among the three or four available rooms. Most of the rural elderly were living either in a traditional Korean house built with differing floor levels or in a modified Korean style house. Minimal modernization had been made for kitchen facilities such as sink and gas range or for heating facilities with the briquette boiler. However, sanitary space such as lavatory and bathroom had not been remodeled. A housing welfare program for rural communities should be implemented at the national level. The comparison of psychological characteristics of the rural elderly with their city counterparts revealed that the rural elderly have a more stable psychological status and optimistic attitude than those living in a city. However, it was found that most of the elderly did not have any future plan. Community programs for the elderly including hobbies or leisure activities or education programs to generate close interpersonal relationships with their children should be developed and provided.

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자하거 약침의 지표물질 선정 및 분석법 벨리데이션 (Identification of Standard Compound of Ja-ha-guh Pharmacopuncture and Validation of Analytic Methods)

  • 박상원;이재웅;이진호;하인혁;변장훈;정범환;정화진;이인희;김민정;김은지
    • 한방재활의학과학회지
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    • 제26권1호
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    • pp.33-40
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    • 2016
  • Objectives Despite the increasing use of Ja-ha-guh (Hominis-placenta ) pharmacopuncture in rehabilitative medicine field, its standard compound has yet to be investigated. The purpose of this study is to provide standardization for future studies and increase satisfaction of patients by utilizing standard pharmacopuncture. Methods Alanine and leucine were selected as potential standard compounds. LC/MS was used to devise an analytic method. This analytic method was subject to validation. According to validation guideline of Korea Food and Drug Administration, the specificity, linearity, precision, range, quantitative limits, detection limits and accuracy were measured. With this analysis, 3 lots of Ja-ha-guh pharmacopuncture were analyzed. Results Because the specificity, linearity, precision, range, quantitative limits, detection limits and accuracy meet criteria of the guideline, the analytic method was validated. It was found that Ja-ha-guh pharmacopuncture contained $211.02{\pm}7.28ug/ml$ of alanine and $372.03{\pm}7.58ug/ml$ of leucine. Conclusions Both alanine and leucine appear to be suitable standard compounds. These results are likely to contribute to further standardization of Ja-ha-guh for medical use.

단동 플라스틱 온실의 천창 환기효과와 설치기준 분석 (Analysis on the installation criteria and ventilation effect for round roof windows in single-span plastic greenhouses)

  • 남상운;김영식;고기혁;성인모
    • 농업과학연구
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    • 제39권2호
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    • pp.271-277
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    • 2012
  • Dimensions, operation conditions and improvement items for round roof windows were investigated in arch shape single-span plastic greenhouse with roof vents, and natural ventilation performance was analyzed based on the ventilation theory. Diameter of round roof windows was mostly 60 cm, and chimney height projected on roof was average 30 cm. Installation space was mostly 5 to 6 m but farmhouse of 10 m and over was 16.7% also. A round roof window which has 60 cm diameter was installed to 6 m space generally and 80 cm diameter was installed to 10 m space, but correct standards did not exist. There were a lot of opinions that ventilation effect of round roof windows is fairly good and user satisfaction is generally excellent. It is problem that there is few effects in summer and that vinyl around each vent tears well and rainwater leaks, and improvement hope item required development of automatic control system. In the wind speed of 0.3 m/s, it was estimated that natural ventilation rates were 0.69, 0.55, 0.50 and 0.48 volumes per minute in case of 2, 4, 6 and 8 m installation space for round roof windows, respectively. It was analyzed that the ratio of ventilation due to buoyancy out of total ventilation were 65.2, 41.9, 29.9 and 22.8% in case of 2, 4, 6 and 8m installation space, respectively. By the round roof windows installed at space of 6 m, ventilation rate was estimated to 0.5 volumes per minute, and we can expect the increase in ventilation rate of 30%. In order to meet the recommended ventilation rate for summer season, we have to install the round roof windows at space of 1 to 2 m. However, it is difficult to apply those installation space because of falling productivity due to lower light transmittance as well as rising costs. It is estimated that the installation space of 6m is appropriate for spring or fall season. Therefore it is necessary to encourage installing the roof windows in single-span plastic greenhouses.

농촌개발 연구동향에 관한 사회연결망분석 - 주제어 중심 구조분석을 중심으로 - (A Social Network Analysis on the Research Trend of Korean Rural Development)

  • 박수진;나주몽
    • 지역연구
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    • 제32권3호
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    • pp.29-43
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    • 2016
  • 본 연구에서는 농촌개발에 관한 지난 30년간의 연구사를 분석함으로써 선행연구에서 간과되었던 연구 과제를 도출, 향후 농촌개발의 연구방향을 모색하는데 기여하고자 하였다. 사회연결망분석을 통해 정책시기별 주요 연구주제어의 변화와 주제어들 간의 연결 구조를 분석하였다. 1986년부터 2000년까지 참여정부 이전에는 연구 분야 간 융합이 활발하지 않으며, 주제어 연결구조에서는 '인구이동, IMF, 녹색관광'의 주제어를 매개로 주제어 간 연계가 일어나고 있지만 그 형태는 복잡하지 않다. 참여정부 시기에는 '노인, 농촌관광, 농촌개발정책' 등의 핵심어를 중심으로 통합된 형태의 복잡한 클러스터가 형성되어 있다. 2008년 이후 현재까지 농촌개발연구의 주제어 네트워크는 클러스터의 결집이 조밀하고 단일형태로 구성되었으며, '공동체, 주민참여, 사회적자본'과 같은 주제어가 본격적으로 연구되기 시작하였다.

Acetyl hexapeptide 함유 크림이 안면 피부 변화에 미치는 영향 (The Effect of Cream containing Acetyl hexapeptide upon the Facial Skin)

  • 최정윤;오성천
    • 한국응용과학기술학회지
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    • 제31권1호
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    • pp.120-129
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    • 2014
  • 나이를 먹으면 피부의 구조와 생리적 기능이 계속적인 감퇴를 일으켜서 노화된다. 외적요인에 의한 노화는 장기간에 걸친 자외선의 노출로 인한 광노화와 바람, 열, 담배 등이 원인으로 내인성 노화를 촉진시키거나 그 자체도 피부노화를 유발한다. 팔미토일 올리고 펩타이드 또는 세라마이드 올리고 펩타이드는 콜라겐 생산을 자극함으로써 피부의 상층부를 재생하며 아세틸 헥사펩타이드는 피하근육과 피부를 유연하게 하여 주름을 완화하는 성분으로 보톡스 대체 항주름 성분으로 대표적인 고기능성 뷰티성분이다. 대조군과 아세틸 헥사펩타이드 함유 7%, 14%, 20% 성분을 실험 군 A, B, C로 나눠서 주름의 변화, 모공의 변화, 수분량 변화, 과각질의 변화를 분석하였다. 아세틸 헥사펩타이드 함유 성분 분석 결과 통계적으로 주름과 모공, 수분에는 대조군에 비해 영향을 준 것으로 보이며, 과각질의 제거에서는 대조군과 실험군의 값에서 비슷한 결과를 얻을 수 있어 피시험자의 자가 평가의 만족도에서 주름과 모공, 수분에는 대조군에 비해 영향을 준 것으로 보이며, 과각질의 제거에서는 대조군과 실험군의 값에서 비슷한 결과를 얻었다.

인천지역 초등학교 영양사의 영양교육 실태 및 인식에 관한 연구 (A Study on Elementary School Dietitian's Status and Recognition of Nutrition Education in Incheon)

  • 박정아;장경자
    • 대한지역사회영양학회지
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    • 제9권6호
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    • pp.716-724
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    • 2004
  • The purpose of this study was to investigate the elementary school dietitian's status and recognition of nutrition education (NE) in Incheon. A cross-sectional study was carried out using a self-administered questionnaire and subjects were 100 elementary school dietitians. The results are as follows. As for training in NE, $61.2\%$ of the dietitians attended training in NE. After training in NE, $86.5\%$ of the dietitians who attended training in NE were more concerned about NE. Also $59.5\%$ of the dietitians gave students NE and most of them did as a weekly printout 2-4 times per month. There was a significant difference in experience of NE for teachers between subgroups by experience of training in NE; while $48.1\%$ of the dietitians with training in NE gave teachers NE, $20.0\%$ of the dietitians without training in NE gave teachers NE. The main reason for not giving NE was too much work load and low concern of school administration. Also $96.4\%$ of the dietitians answered that NE is necessary in elementary school and the main reason for being necessary was correction of unbalanced diet and good table manner, As for proper time to start NE for children, $51.8\%$ of dietitians answered 'kindergarten' and $45.8\%$ of them answered 'lower grade of elementary school'. As for effective type for NE, $59.5\%$ of the dietitians answered 'NE as a part of other subject' and $23.8\%$ of them answered 'NE as a separate subject'. Also $79.5\%$ of the dietitians answered 'teacher' as the suitable person for NE. Most of the dietitians recognized menu formation as the ideal major work load and office work as the most time-consuming work load. As to job satisfaction, most of them were dissatisfied with office work and NE. Therefore, it is nationally supported for elementary school students' health and well-being that school dietitians as NE specialists give NE with minimizing their office work and developing a standardized NE program.