• 제목/요약/키워드: Individual Preference

Search Result 510, Processing Time 0.027 seconds

A Qualitative Study on Flipped Learning Experience in Major Subjects of Nursing Students (간호대학생의 전공교과목 플립러닝 수업에 대한 경험: 질적연구)

  • Yoo, Hana;Yun, Yeon Seo;Kim, Ock-boon
    • Journal of Practical Engineering Education
    • /
    • v.12 no.1
    • /
    • pp.11-21
    • /
    • 2020
  • This study is a phenomenological study that aimed to understand the meaning of nursing students' experience of class using flipped learning method. The participants are 8 senior nursing students. The data collected by individual in-depth interviews and analyzed by Colaizzi's method. As a result of this study, 35 key themes and 11 clusters of themes were derived. The 11 thematic categories are classified in pre-education, in-classroom, and post-education. At the pre-education, the theme clusters are 'lack of information', 'psychological burden', 'different teaching methods', 'improvement of self-directed learning ability', and 'different learner's achievement'. At the in-class, the theme clusters are 'efficient teaching direction' and 'confidence improvement'. At the post-education stage, the theme clusters are 'positive influence on class', 'strengthening self-pay', 'not preferred', and 'lecture preference'. Therefore, a more diversified and in-depth repetitive study is suggested in order to apply the flipped learning method to the nursing major.

Effect of mental health and academic self-efficacy on test anxiety in dental hygiene students (치위생(학)과 대학생의 정신건강과 학업적 자기효능감이 시험불안에 미치는 영향)

  • Choi, Da-Hye;Kim, Soo-Kyung
    • Journal of Korean society of Dental Hygiene
    • /
    • v.20 no.5
    • /
    • pp.697-706
    • /
    • 2020
  • Objectives: The purpose of this study was to analyze the factors that affect the test anxiety among dental hygiene students, including mental health and academic self-efficacy. Methods: A self-administered questionnaire survey was conducted among dental hygiene students in a metropolitan area from July 21 to July 31, 2020, and finally, 196 copies were statistically analyzed using SPSS 21.0. Results: The mean values of mental health, academic self-efficacy, and test anxiety among the dental hygiene students were 1.47±0.41, 2.99±0.46, and 2.76±0.74, respectively. Mental health was negatively correlated with self-efficacy (r=-0.346, p<0.01) and positively correlated with test anxiety (r=0.405, p<0.01), while academic self-efficacy was negatively correlated with test anxiety (r=-0.424, p<0.001). The factors that affect test anxiety were somatization (p<0.05), anxiety (p<0.05), paranoia (p<0.05), task preference (p<0.05), and confidence (p<0.001), which are the detailed items of academic self-efficacy. Conclusions: It is necessary to develop and apply customized health programs suitable for individual students to improve their mental health, as well as develop teaching and learning methods that can improve academic selfefficacy, as mental health and academic self-efficacy are influential factors in test anxiety among dental hygiene students.

A model of a relative evaluation of the transfer distance between two modes (환승센터의 두 수단간 환승거리의 상대적 적정성 평가)

  • Cha, Dong-Deuk;O, Jae-Hak;Park, Wan-Yong;Park, Seon-Bok
    • Journal of Korean Society of Transportation
    • /
    • v.27 no.1
    • /
    • pp.35-42
    • /
    • 2009
  • One of the problems we face up at the time of planning or improving a transportation transfer facility is which modes and how close we have to put together. The goal here is to keep the connecting transportation mode as close as possible to the prime transit mode, so people travel a minimum transfer path, a distance from one mode to another. Too much a physical separation between modes will limit, even with an intensive improvement of the component links, the level of service of a transfer path as a whole. This study defined a transfer path as the whole stretch of the distance from an arrival point of one mode to the departure point of the connecting mode. The transfer path was divided into three typical segments as side walk, stairways, and indoor corridors. Preference surveys were made for each of these segments, resulting in relative resistance. The sum of individual segments weighted with the relative resistance will make a transfer resistance of the path, which in turn constitutes a transfer utility function together with the overall satisfaction score obtained by the interview survey. The transfer utility function has been utilized to evaluate the transfer distance between modes.

A Purchase Pattern Analysis Using Bayesian Network and Neural Network (베이지안 네트워크와 신경망을 이용한 구매패턴 분석)

  • Hwang Jeong-Sik;Pi Su-Young;Son Chang-Sik;Chung Hwan-Mook
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.15 no.3
    • /
    • pp.306-311
    • /
    • 2005
  • To analyze the consumer's purchase pattern, we must consider a factor which is a cultural, social, individual, psychological and so on. If we consider the internal state by the consumer's purchase, Both the consumer's purchase action and the purchase factor can be predicted, so the corporation can use effectively in suitable goods development in a consumer's preference. These factors need a technology that treat uncertain information, because it is difficult to analyze by directly information processing. Therefore, bayesian network manages elements those the observation of inner state such as consumer's purchase is difficult. In addition, it is interpretable about data that the observation is impossible. In this paper, we examine the seller's know-how and the way of consumer's purchase to analyze consumer's purchase action pattern through goods purchase. Also, we compose the bayesian network based on the examined data, and propose the method that predicts purchase patterns. Finally, we remove the data including unnecessary attribute using the bayesian network, and analyze the consumer's Purchase pattern using Kohonen's SOM method.

A Research on the Design Preferences among and the Development of Functional Clothing Designs for Disabled Women (지체 장애인 여성을 위한 디자인 선호도 조사 및 기능성 의복 디자인 개발 연구)

  • Chung Sham-Ho;Lee Hyun-Jeong
    • Journal of the Korean Society of Costume
    • /
    • v.56 no.6 s.105
    • /
    • pp.58-71
    • /
    • 2006
  • This research is aimed to develop the functional clothing designs for disabled women in the manner of investigating design preferences among them by means of questionnaire and interview with 150 disabled women as respondents and interviewees. The findings of this research are summarized as follows: 1. Regarding satisfaction with ready-made clothes, the respondents answered 'very satisfied' (1.6%), 'usually satisfied' (14.1%), 'moderate' (20.3%) and 'unsatisfied' (53.1%), suggesting that they had been generally unsatisfied with ready-made clothes. 2. There were more disabled women preferring to ready-made clothes with one-grade bigger (loose.) size than the actual one (53.1%) instead of completely fitted size (43.8%) when they purchased such clothes. This result indicates that they prefer to ready-made clothes with bigger size than the actual one because most of such clothes are made up of non-elastic materials which may be unfavorable for wearer's activities. 3. It was found that primarily worn upper garment among them was T-shirt (59.4%). The reason may be that T-shirt is favorable for using prosthesis and orthotics such as wheelchair, walking stick and crutches thanks to its remarkably high activity as well as simple to maintain, compared with other kinds of upper garments. 4. Regarding preferences to functional clothing designs, the primarily worn lower garment among them was trousers (85.9%); the reason was easiness to move. The main reasons of avoiding to wear a skirt included 'difficult to move' (40.6%) and 'exposed disabled region' (30.3%). Accordingly, functional clothing for disabled women should be developed in consideration for their individual characteristics of disability associated with the disabled region such as wheelchair user, crutch user or brace user, In addition, the designs should be made so that they are not different from those for non-disabled people.

Survey on the Relationship between Milk and Milk Product Consumption and Dietary Nutrient Intake among Korean Adolescents (우리나라 청소년의 우유.유제품 섭취와 영양소 섭취 수준과의 관계)

  • Kim, Sunhyo;Kim, Wookyung;Kang, Myunghee
    • Journal of the Korean Dietetic Association
    • /
    • v.17 no.3
    • /
    • pp.313-326
    • /
    • 2011
  • This study was performed to investigate the relationship between milk and milk product consumption and dietary nutrient intake among Korean adolescents. Questionnaire survey and 3-day diet survey using the food record method were completed by a total of 664 subjects. Subjects were divided into three groups, Q1 (low group), Q2 (middle group), and Q3 (high group), according to dairy equivalent of calcium. Dairy equivalent of calcium was determined by the amount of calcium eaten from milk and milk products by individual subjects. As a result, the ratio of school milk service was higher in Q3 (P<0.001). The most frequent answer about the reason for consuming milk and milk products was 'to be taller' followed by 'good taste' and 'health promotion'. Preference for all types of milk such as white-, enriched-, and flavored-milk was higher in Q3 followed by Q2>Q1 (P<0.05). Ratio of mean daily dietary nutrient intakes of dietary fiber, vitamin C, folate, and calcium to RNI was lower than 2/3 for all of the groups. These mean daily dietary nutrient intakes were significantly higher in Q3 (P<0.05), and in particular, mean daily dietary calcium intake, which was the lowest nutrient consumed by Korean adolescents, was also the highest in Q3 followed by Q2>Q1 (P<0.05). The above results suggest that the school milk program is very helpful in encouraging adolescents to consume milk and milk products and consequently ensure their optimal nutrition. Therefore, we should try to encourage adolescents to participate in the school milk program more actively through nutritional education and government policy.

Evaluation of Dietary Behaviors and Nutrient Intakes in University Students according to MBTI Personality Type (MBTI 선호 지표에 따른 대학생의 식행동 및 영양 섭취 상태 평가)

  • Choi, Mi-Kyeong;Jo, Hye-Kyung;Kim, Myung-Hee;Kim, Mi-Hyun
    • Journal of the East Asian Society of Dietary Life
    • /
    • v.19 no.3
    • /
    • pp.339-349
    • /
    • 2009
  • The purpose of this study was to investigate dietary behavior relative to personality type in young adults, and to offer basic data to apply during nutrition education and counseling. A total of 166 university students performed the MBTI (Mayers-Briggs Type Indicator) test along with questionnaire interviews, and 3 day 24-hr dietary recalls. MBTI personality preferences are presented and separated by 4 types of indices: Extraversion (E) and Introversion (I), Sensing (S) and Intuition (N), Thinking (T) and Feeling (F), and Judgement (J) and Perception (P). More subjects in the I type than the E type had lunch everyday or ate out more than once a week. Compared to the P type, the J type ate a higher proportion of meals with family, and seldom drank alcohol, but a lower proportion had a preference for salty taste. Compared to the N type, the S type had a higher proportion of subjects who consumed large quantities at regular meals as well as when under high amounts of stress. Also, the S type subjects had significantly higher lipid intakes than the N type subjects. Compared to the F type, a higher proportion of the T type subjects ate meals alone but a lower proportion had a dislike for bitter tasting foods. There were no significant differences in total food or energy intakes relative to the different personality types. In conclusion, individual personality type may influence dietary behavior, but additional studies are needed that contain individuals of various ages and include long term dietary surveys.

  • PDF

Personalized Itinerary Recommendation System based on Stay Time (체류시간을 고려한 여행 일정 추천 시스템)

  • Park, Sehwa;Park, Seog
    • KIISE Transactions on Computing Practices
    • /
    • v.22 no.1
    • /
    • pp.38-43
    • /
    • 2016
  • Recent developments regarding transportation technology have positioned travel as a major leisure activity; however, trip-itinerary planning remains a challenging task for tourists due to the need to select Points of Interest (POI) for visits to unfamiliar cities. Meanwhile, due to the GPS functions on mobile devices such as smartphones and tablet PCs, it is now possible to collect a user's position in real time. Based on these circumstances, our research on an automatic itinerary-planning system to simplify the trip-planning process was conducted briskly. The existing studies that include research on itinerary schedules focus on an identification of the shortest path in consideration of cost and time constraints, or a recommendation of the most-popular travel route in the destination area; therefore, we propose a personalized itinerary-recommendation system for which the stay-time preference of the individual user is considered as part of the personalized service.

Number of Ratings and Performance in Collaborative Filtering-based Product Recommendation (협업 필터링 기반 상품 추천에서의 평가 횟수와 성능)

  • Lee Hong-Joo;Park Sung-Joo;Kim Jong-Woo
    • Journal of the Korean Operations Research and Management Science Society
    • /
    • v.31 no.2
    • /
    • pp.27-39
    • /
    • 2006
  • The Collaborative Filtering (CF) is one of the popular techniques for personalization in e-commerce storefronts. For CF-based recommendation, every customer needs to provide subjective evaluation ratings for some products based on his/her preference. Also, if an e-commerce site recommends a new product, some customers should rate it. However, there is no in-depth investigation on the impacts on recommendation performance of two number of ratings, i.e. the number of ratings of an individual customer and the number of ratings of an item, even though these are important factors to determine performance of CF methods. In this study, using publicly available EachMovie data set, we empirically investigate the relationships between the two number of ratings and the performance of CF. For the purpose, three analyses were executed. The first and second analyses were performed to investigate the relationship between the number of ratings of a particular customer and the recommendation performance of CF. In the third analysis, we investigate the relationship between the number of ratings on a particular item and the recommendation performance of CF. From these experiments, we can find that there are thresholds in terms of the number of ratings below which the recommendation performances increase monotonically. That is, the number of ratings of a customer and the number of ratings on an item are critical to the recommendation performance of CF when the number of ratings is less than the thresholds, but the value of the ratings decreases after the numbers of ratings pass the thresholds. The results of the experiments provide insight to making operational decisions concerning collaborative filtering in practice.

Applying Rating Score's Reliability of Customers to Enhance Prediction Accuracy in Recommender System (추천 시스템의 예측 정확도 향상을 위한 고객 평가정보의 신뢰도 활용법)

  • Choeh, Joon Yeon;Lee, Seok Kee;Cho, Yeong Bin
    • The Journal of the Korea Contents Association
    • /
    • v.13 no.7
    • /
    • pp.379-385
    • /
    • 2013
  • On the internet, the rating scores assigned by customers are considered as the preference information of themselves and thus, these can be used efficiently in the customer profile generation process of recommender system. However, since anyone is free to assign a score that has a biased rating, using this without any filtering can exhibit a reliability problem. In this study, we suggest the methodology that measures the reliability of rating scores and then applies them to the customer profile creation process. Unlikely to some related studies which measure the reliability on the user level, we measure the reliability on the individual rating score level. Experimental results show that prediction accuracy of recommender system can be enhanced when ratings with higher reliability are selectively used for the customer profile configuration.