• Title/Summary/Keyword: Personal Propensity

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An Empirical Study on the Effect of Cryptocurrency Personal Characteristics on Investment Intentions (암호화폐 개인 특성이 투자의도에 미치는 영향에 관한 실증적 연구)

  • Kim Sangil;Seo Jaeseok;Kim Jeongwook
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.19 no.2
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    • pp.147-160
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    • 2023
  • Unlike other currencies, cryptocurrency is not a currency used for general transactions, but is currently applied to various investment assets and its scope is expanding. The purpose of this study is to the effect of personal characteristics on investment intention. As a theoretical background, it was verified by applying the Extended Technical Acceptance Model (ETAM). self-confidence propensity, bandwagon propensity, risk tolerance propensity, network externality, attitude, and Investment intention were composed of variables. The research method collected data from 871 people who had experience in cryptocurrency investment through a survey and analyzed it after excluding the data of 71 people who were judged to be inappropriate. The structural equation modeling method using AMOS was used. As a result of this paper, five hypotheses were accepted as statistically significant. This study concluded that self-confidence propensity, bandwagon propensity, risk tolerance propensity, network externality, and attitude had statistically significant effects on Investment intention. In this respect, this study will be able to provide useful information for cryptocurrency research.

Performance Improvement of a Movie Recommendation System based on Personal Propensity and Secure Collaborative Filtering

  • Jeong, Woon-Hae;Kim, Se-Jun;Park, Doo-Soon;Kwak, Jin
    • Journal of Information Processing Systems
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    • v.9 no.1
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    • pp.157-172
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    • 2013
  • There are many recommendation systems available to provide users with personalized services. Among them, the most frequently used in electronic commerce is 'collaborative filtering', which is a technique that provides a process of filtering customer information for the preparation of profiles and making recommendations of products that are expected to be preferred by other users, based on such information profiles. Collaborative filtering systems, however, have in their nature both technical issues such as sparsity, scalability, and transparency, as well as security issues in the collection of the information that becomes the basis for preparation of the profiles. In this paper, we suggest a movie recommendation system, based on the selection of optimal personal propensity variables and the utilization of a secure collaborating filtering system, in order to provide a solution to such sparsity and scalability issues. At the same time, we adopt 'push attack' principles to deal with the security vulnerability of collaborative filtering systems. Furthermore, we assess the system's applicability by using the open database MovieLens, and present a personal propensity framework for improvement in the performance of recommender systems. We successfully come up with a movie recommendation system through the selection of optimal personalization factors and the embodiment of a safe collaborative filtering system.

Improved Movie Recommendation System based-on Personal Propensity and Collaborative Filtering (개인성향과 협업 필터링을 이용한 개선된 영화 추천 시스템)

  • Park, Doo-Soon
    • KIPS Transactions on Computer and Communication Systems
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    • v.2 no.11
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    • pp.475-482
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    • 2013
  • Several approaches to recommendation systems have been studied. One of the most successful technologies for building personalization and recommendation systems is collaborative filtering, which is a technique that provides a process of filtering customer information based on such information profiles. Collaborative filtering systems, however, have a sparsity if there is not enough data to recommend. In this paper, we suggest a movie recommendation system, based on the weighted personal propensity and the collaborating filtering system, in order to provide a solution to such sparsity. Furthermore, we assess the system's applicability by using the open database MovieLens, and present a weighted personal propensity framework for improvement in the performance of recommender systems. We successfully come up with a movie recommendation system through the optimal personalization factors.

The Condition Analysis about Job Satisfaction and Separation Propensity of Foodservice Industry Culinary Employee′s (외식산업 조리종사자의 직무만족과 이직성향에 대한 실태분석)

  • 이선호;김선희;김민수
    • Culinary science and hospitality research
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    • v.9 no.4
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    • pp.37-53
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    • 2003
  • The purpose of this study was to find out efficient control plan for productivity increase. To analyze the data, the measure of question a paper was used to 5 a point measure, statistics disposition was used to SPSS, the analyze method was used to frequency analyze, trust degree analyze, difference analyze useful average value, person's correlation analyze, revolution analyze. The results of this study could be explained as follow: First, find out high change separation propensity. Secondly, was subjected important for atmosphere composition and was required strategy consideration for stable job recognition. Third, was operated affirmative to recognition about separation and was increased to job satisfaction according as a colleague relation and team work. Fourth, was increased to comparative separation propensity in case that high job satisfaction. Therefore it is required interesting labor item and treatment development about personal evaluation.

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Female College Students' Buying Propensity of Clothing in Regard to Their Credit Card Use - Focusing on Impulse Buying, Fashion Consciousness and Conspicuous Consumption - (여자 대학생의 신용카드 사용과 관련된 의류 구매 성향에 관한 연구 - 충동 구매 성향, 유행 추구 성향, 과시 소비 성향을 중심으로 -)

  • Chung, Woo-Young;Chung, Sung-Ji;Jang, Nam-Kyung
    • The Research Journal of the Costume Culture
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    • v.13 no.5 s.58
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    • pp.819-832
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    • 2005
  • The purpose of the study was to examine female college students' credit card usage characteristics and to investigate differences in buying propensity of clothing including impulse buying, consciousness, and conspicuous consumption among their buyer groups according to credit card use and personal characteristics. The questionnaires were administered to female college students in Seoul. The total of 588 questionnaires were collected and statistically analyzed by descriptive statistics, factor analysis, Analysis of Variance (ANOVA), and Duncan's test. Female college students' arrear as well as credit card use have been increasing, and they tend to purchase low price clothing item using credit card. Buying propensity was classified into three factors. There were differences in buying propensity of clothing including impulse buying, fashion consciousness, and conspicuous consumption among buyer groups according to the credit card use and personal characteristics. Students who have credit card and arrear experience, are heavy credit user, and purchase more clothing showed high impulse buying propensity. Students who purchase more clothing monthly with credit card were more fashion-conscious. Students who have credit card, are heavy credit user, and purchase more clothing showed high conspicuous consumption propensity. Implications and future research directions were discussed.

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The effect of dental hygiene students' professional self-concept and ethical propensity on the willingness to performance of private patient information protection (치위생(학)과 학생들의 전문직 자아개념과 윤리적 성향이 환자 개인정보보호 실천의지에 미치는 영향)

  • Kim, Seon-Yeong
    • Journal of Korean society of Dental Hygiene
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    • v.22 no.5
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    • pp.443-450
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    • 2022
  • Objectives: This study was conducted to investigate the effect of professional self-concept and ethical awareness of dental hygiene (department) students attending a university located in Gwangju and Jeollanam-do on patients' willingness to protect personal information. Methods: Professional self-concept, ethical disposition, and patients' personal information protection intention according to general characteristics were analyzed using t-tests and one-way ANOVA. After confirming the correlation through Pearson's correlation analysis, the effect on the patient's personal information protection intention was confirmed using multiple regression analysis. Results: Professional self-concept, ethical disposition, and the patients' willingness to protect personal information all showed positive correlations. The higher the communication skills of professional self-concept and the higher the idealism of ethical orientation, the higher the patients' willingness to protect personal information. Conclusions: This study, ascertained the effect of dental hygiene students' professional self-concept and ethical consciousness on patients' personal information protection practices. The results suggest that it is necessary to develop an educational program that can enhance the practice of dental hygienists to protect patients' personal information, and to develop and conduct continuous policy development and research.

Relationship between Airline's Distribution Services SNS Content and Customer Satisfaction

  • YOO, Eunji;PARK, Soyeon
    • Journal of Distribution Science
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    • v.18 no.8
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    • pp.5-14
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    • 2020
  • This study aims to examine the impact of characteristics of SNS content provided by airlines on customer satisfaction and to explore the effect of the personal characteristics of the customers which have a modulating effect on the relationship between content characteristics of SNS and customer satisfaction. The data were collected over a period of April 21. 2019. to July 21. 2019. for three months from the people who have experience using SNS provided by airlines. 225 samples were selected and used as final samples from a collection rate of 93.4 percent. Findings suggest that the characteristics of airline's SNS content which include a promotion, information, and communication showed a positive impact on customer satisfaction. The analysis of a modulating effect of individual characteristics on the relationship between the airline's SNS content characteristics showed that diversity pursuit propensity, innovation propensity, and information-seeking propensity control the relationship between characteristics of airline's SNS content which are publicity, information and customer satisfaction. And it was found that all three personal characteristics do not control the relationship between communication and customer satisfaction. Thus, airlines should use SNS more effectively to generate customer satisfaction and present marketing measures to help generate profits through consumer purchasing behavior. It is expected that the findings of this study will help airlines to utilize marketing implications for effective and practical marketing methods.

The Effects of Individualism-Collectivism Propensity, Social Capital, Participation Activity of Social Network Service Users on Fashion Brands Relationship Orientation (SNS 이용자의 개인주의-집단주의 성향과 사회적 자본, 참여활동이 패션브랜드 관계지향성에 미치는 영향)

  • Lee, Eun-Jin;Suk, HyoJung
    • Fashion & Textile Research Journal
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    • v.19 no.2
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    • pp.194-206
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    • 2017
  • This study analyzed the effect of individualism-collectivism propensity and social capital on participation activity as well as the effect of participation activity on fashion brands relationship orientation of social network service users. Also, this study investigated the difference in participation activity and fashion brands relationship orientation by participation level of social network service. A survey was conducted from October 1 to November 31, 2015, and 476 responses were used in the analysis. As results, the individualism-collectivism propensity was composed of vertical-horizontal individualism and vertical-horizontal collectivism. The social capital was composed of trust, norm, and network. Also, the participation activity was composed of personal interaction, consumer rights, information pursuit, interest pursuit, and economic pursuit. Vertical individualism positively affected information pursuit and economic pursuit, and horizontal individualism positively affected personal interaction, consumer rights, and information pursuit; in addition, vertical collectivism positively affected personal interaction, consumer rights, and interest pursuit. Horizontal collectivism positively affected information pursuit, but it negatively affected consumer rights. Consumer rights, information pursuit, interest pursuit, and economic pursuit of participation activity positively affected fashion brands relationship orientation. Also, there were significant differences in the participation activity and fashion brands relationship orientation by participation level. The study results provide useful information to the marketing strategies using social network service of fashion brands.

The Effects of Character Pattern on Stress Resistance -of Elderly People- (성격유형이 스트레스 저항에 미치는 영향 -노인 대상-)

  • Youn, Il-Shim;Yi, Seon-Gyu
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.11
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    • pp.4819-4825
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    • 2011
  • This study tried to find out whether character patterns of elderly people are related to stress resistance using brain waves, personal physiological index of cranial nerves. The data were gathered by 1,108 seniors(age 65 and over) who were requested to check brain waves from September, 2007 to December, 2010 in Korean Institute for Research of Psychiatry. 552 of the subject showed the propensity to positive behavior, 556 of them showed the propensity to negative behavior. 735 of the subject showed the propensity to cheerful emotion, 373 of them showed the propensity to depressed emotion. As a result the propensity of emotion was significantly related to the stress resistance, but not the propensity of behavior. In other words, the propensity to cheerful emotion showed higher average stress resistance index than the propensity to depressed emotion. So the person who has the propensity to cheerful emotion can cope with stress better. This study shows the propensity to emotion is related to stress resistance. The influence of the propensity to emotion and how it works should to be studied.

The Effects of Preceptorship on Nursing Students' Critical Thinking Propensity, Clinical Competency and Satisfaction of Clinical Practice (프리셉터쉽 적용이 간호학생외 비판적 사고성향, 입상수행능력 및 임상실습 만족도에 미치는 효과)

  • Lee, Chung-Sook;Lee, Jeom-Duck
    • Journal of Korean Academy of Nursing Administration
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    • v.12 no.3
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    • pp.434-443
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    • 2006
  • Purpose: This study was to compare effects of preceptorship on nursing students' critical thinking propensity, clinical competency, and the satisfaction of clinical practice. Method: The subjects were 80 by preceptorship group and 51 by conventional method group. The data were analyzed by SPSS 12.0 program. Results: The subject's critical thinking propensity, clinical competency and satisfaction of clinical practices between the preceptorship group and the conventional method group revealed statistically significant difference. Subject's critical thinking propensity revealed significant correlations, along with the clinical competεncy and the satisfaction for clinical practice. And the clinical competency revealed statistically significant correlations with the satisfaction for clinical practice. Conclusion: Findings of this study reveals that the nursing students who had clinical practice by preceptorship showed higher scores in the critical thinking propensity, clinical competency, and the satisfaction for clinical practice than the conventional method group. Consequently, we are quite consciously encouraged to reinforce the preceptorship for realization of an effective clinical practice education for nursing students.

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