• Title/Summary/Keyword: Social interest

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Collaborative filtering by graph convolution network in location-based recommendation system

  • Tin T. Tran;Vaclav Snasel;Thuan Q. Nguyen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.7
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    • pp.1868-1887
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    • 2024
  • Recommendation systems research is a subfield of information retrieval, as these systems recommend appropriate items to users during their visits. Appropriate recommendation results will help users save time searching while increasing productivity at work, travel, or shopping. The problem becomes more difficult when the items are geographical locations on the ground, as they are associated with a wealth of contextual information, such as geographical location, opening time, and sequence of related locations. Furthermore, on social networking platforms that allow users to check in or express interest when visiting a specific location, their friends receive this signal by spreading the word on that online social network. Consideration should be given to relationship data extracted from online social networking platforms, as well as their impact on the geolocation recommendation process. In this study, we compare the similarity of geographic locations based on their distance on the ground and their correlation with users who have checked in at those locations. When calculating feature embeddings for users and locations, social relationships are also considered as attention signals. The similarity value between location and correlation between users will be exploited in the overall architecture of the recommendation model, which will employ graph convolution networks to generate recommendations with high precision and recall. The proposed model is implemented and executed on popular datasets, then compared to baseline models to assess its overall effectiveness.

A Study on the Examination of Feminist Social Work Practice (여성주의 사회복지실천의 정립을 위한 고찰)

  • Kim, In-Sook
    • Korean Journal of Social Welfare
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    • v.41
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    • pp.93-118
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    • 2000
  • The purpose of this study was to introduce major contents and examine the feminist social work practice. Feminist social work practice has never been introduced and applied to social work fields in Korea. By contrast, it has been developed and expanded in advanced Western countries. Feminist social work was emerged under the influence of worldwide Women's Movement on the end of 1960's. After the time, there were critics of existing social work practice by feminist, increase in interest of women's issues, development of principles and methods in feminist social work practice. Feminist social work practice brought, transformative change, application of gender perspectives to social work practice. Also, it offered the visions for 'integrative practice', accepted the alternative principles and methods, and enriched 'theory-practice'. As the result, feminist social work practice contributed to solving or alleviating the problems of many clients, especially women clients. These evidences suggest that feminist social work practice has the possibility of holding an position as a new alternative social work practice.

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Response on New Credit Program In Indonesia: An Asymmetric Information Perspective

  • PURWONO, Rudi;NUGROHO, Ris Yuwono Yudo;MUBIN, M. Khoerul
    • The Journal of Asian Finance, Economics and Business
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    • v.6 no.2
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    • pp.33-44
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    • 2019
  • The Indonesian government launched a new people's business credit program as part of a package of economic policy and deregulation. The interest rate is set lower than the average of the current loan interest rates, especially when compared with rural bank interest rates. To capture the social spatial aspects, quota sampling is applied to ten areas that divided based on the social culture. Further, the method utilized in this research is logit models, which designed to analyse the determinants of asymmetric information particularly on the rural bank and small micro enterprises. The study was conducted in East Java as the province with the largest number of rural banks in Indonesia. Based on the estimation of asymmetric information model to the respondent of rural banks and small businesses, the result shows that adverse selection can be avoided by strengthening the information about prospective borrowers. Regarding moral hazard, rural banks and small businessmen argued that the imposition of the collateral to the debtor has an important role to avoid moral hazard. Rural bank respondents stated that the KUR program with low-interest rates has affected their business development. The results implied the need of broadening the collaboration schemes between this people's business credit program and rural banks.

Interest Rate Caps in Microfinance: Issues and Challenges

  • Mia, Md Aslam
    • The Journal of Industrial Distribution & Business
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    • v.8 no.3
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    • pp.19-22
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    • 2017
  • Purpose - To control exorbitant interest rates, implementation of an interest rate ceiling is a standard practice in microfinance. However, there are pros and cons of such market intervention. Hence, the aim of this short note is to highlight issues and challenges regarding the interest rate cap in microfinance, both from the perspective of clients and institutions. Research design, data, and methodology - While the nature of this short note is explanatory and descriptive, the research methodology used relevant data from the MixMarket and Microcredit Regulatory Authority (MRA) annual reports in Bangladesh. Results - We argue that an interest rate ceiling is detrimental both for the clients and microfinance institutions (MFIs). This market intervention substantially reduces the outreach of MFIs and clients are most likely to pay a higher price in the long-run. Additionally, an interest rate cap also puts severe pressure on new-born and high-cost MFIs to cope with the interest rate ceiling. Conclusions - Although market intervention may be necessary in the short-run, it should not be the ultimate solution to abate high interest in microfinance. Understanding the operational dynamics of MFIs, as well as promoting productivity, efficiency and competition could help to lower the interest rates.

Measuring and Reporting Corporate Social Performance: An Exploratory Study for Practical Application of Double Bottom Line (기업의 사회적 성과 측정과 보고: 더블바텀라인의 실무 적용을 위한 탐색적 연구)

  • Jo, Illhyung
    • Knowledge Management Research
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    • v.21 no.2
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    • pp.1-19
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    • 2020
  • The purpose of this study is to suggest a practical way to measure and report corporate social performance as public interest in corporate social value pursuits increases. In particular, we will look for ways to measure and report on the financial and social performance of a company based on the concept of the Double Bottom Line (DBL), which has recently spread to big companies. For this purpose, this study analyzed the theoretical background and practical techniques related to measuring and reporting corporate social performance, and examined methods for measuring and reporting social performance in the existing financial performance measurement system. As a result, SROI was the most suitable method for measuring social performance of a company. It is recommended that social performance reporting follows the disclosure method of the accounting system, and the details of reporting suggest that using the standard of GRI Standard, an international standard related to sustainability reporting, is the most reasonable alternative to 'Double Bottom Line' performance reporting.

A Study on factors Affecting Academic Achievement in a Nursing School (학력에 영향을 미치는 요인에 관한 연구)

  • 최명애
    • Journal of Korean Academy of Nursing
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    • v.7 no.1
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    • pp.80-87
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    • 1977
  • The present study was undertaken to find the factors affecting academic achievement in a nursing school. 172 students were selected for this study and were divided into higher & lower 12 percent. Tools & measures used for this study were the interest test, personality test, test of self-concept, test of adjustment & school achievement. The major findings obtained from this study were as follows : 1. Factors affecting school achievement except intellectuality were thus : 1) Artistic interest, literary interest, scientific interest biological & scientific interest -physical affected the academic achievement . 2) Sociability, reasonability, depression & refractiveness affected the academic achievement. 3) Self criticism, total positive self-score, & personal self - score affected the academic achievement. 4) Adjustment to school, personal economics, health & value Morality affected the academic achievement. 2. Correlation between school achievement & interest, personality, self-concept or adjustment in the higher 81 lower group were thus; 1) There was a significant relationship between academic achievement & the following: artistic interest, scientific interest-biological, scientific interest-physical, out-door interest, refractiveness, sociability, responsibility, depression, self satis faction- score, personal self -score, social self - score, self behavior score, adjustment to school, health & values morality in the higher group. 2) There were no significant factors related with academic achievement in the lower group. 3. Difference or difference in relationship between higher & lower group in the interest, personality, self-concept & adjustment were as follows, : 1) There was a significant difference between higher & lower group in artistic -interest. literary interest, scientific interest-biological , out-door interest, sociability, depression, refractiveness, self criticism, total positive self score, personal self score, adjustment to school, personal economics, health & values morality. 2) There was a significant difference in relationships between higher & lower group in artistic interest, scientific interest, scientific 3) There was a significant difference in relationships between higher 8E lower group in artistic interest, scientific interest -biological, out -door interest , sociability, responsibility, refractiveness, depression, self identity score, self satisfaction score, adjustment to school, health, personality & value morality.

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Impact of Women in 20s Sensation Seeking Tendency and Clothing Attitudes upon Brand Variety Seeking (20대여성의 감각추구성향과 의복태도가 상표다양성추구에 미치는 영향)

  • 변정선;이선재
    • Journal of the Korean Society of Costume
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    • v.51 no.5
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    • pp.135-145
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    • 2001
  • In this study, investigation into the impact of sensation seeking tendency and clothing attitudes upon brand variety seeking will be made through the presentation of sensation seeking tendency as consumer's motivation of clothing behavior and clothing attitude as parameter. To give goals of this study. First, to help the understanding of consumers by elucidating consumer's psychological characteristics against sensation seeking tendency, clothing attitude and diverse brands seeking. Second, to offer standard for specifying market by presenting theoretical as well as empirical data. Third. to create successful marketing strategy according to consumer groups and moreover to increase sales efficiency. Research results are as follows : As a result of investigating on which factor among sensation seeking tendency affects on seeking various brands, change seeking tendency and aesthetic seeking impact upon seeking various kinds of brands. Change seeking is turned out to be the most influential factor. Fashion leadership, fashion innovativeness, attention concentration, social approval and clothing interest had an impact on diverse kinds of brand seeking: there was a positive relations with fashion leadership. attention concentration. clothing interest and fashion innovativeness, whereas a negative link with social approval. Three factors of sensation seeking tendency, two factors, that is change seeking and aesthetic seeking. have direct and indirect paths that lead to diverse brand seeking, via clothing attitude. that is to say, clothing interest. fashion leadership. social approval and attention concentration. On the other hand, thrill and risk seeking only had indirect path. Aesthetic seeking showed higher significance to indirect effect on diverse brand seeking which takes clothing attitude as a parameter, than that of direct effect. Brand variety seeking was under considerable effect of fashion leadership, clothing interest and attention concentration, in order.

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Development of Biblio Counseling Program for Elementary School Students and Analysis of the Effect: Based on Adler's Individual Psychology (초등학생을 위한 독서상담 프로그램 개발 및 효과 분석 - 아들러의 개인심리학을 기반으로 -)

  • Heo, Jeonghee;Cho, Miah
    • Journal of Korean Library and Information Science Society
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    • v.50 no.3
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    • pp.167-190
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    • 2019
  • This study developed and applied Biblio-counseling program based on Alfred Adler's individual psychology targeting upper elementary school students who are in transitional stage of physical and psychological development and examined the effect of the program on the children's sense of inferiority, social interest, personality priority. The program was applied to 20 fourth and fifth graders enrolled in K Elementary School located in S City, Gyeonggi-do Province who were evenly divided into experimental group and control group who was applied for a total of 12 sessions. Main results of this study can be summarized as follows. First, in an analysis regarding the analysis result, the sense of inferiority,the social interest and personality priority showed a statistically significant difference between the two groups. Second, the Biblio-counseling program based on individual psychology had positive impact on the subjective response of the upper elementary school students. And students' interest in books and reading books improved.

A Study on the Effect of Characteristics of Online Streaming Course on Learning Satisfaction and Recommendation Intention (온라인 스트리밍 수업의 특성이 학습 만족도와 추천의도에 미치는 영향 분석 연구)

  • Zhu, LiuCun;Yang, HuiJun;Jiang, Xuejin;Hwang, HaSung
    • Journal of Internet Computing and Services
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    • v.23 no.5
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    • pp.59-68
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    • 2022
  • As real-time live streaming broadcasting and non-face-to-face classes are spreading in the Corona era, it is time to take academic interest in online streaming classes. In particular, it is important to clarify why users use online streaming classes. Therefore, this study proposes social presence, interest, convenience of use, and interactivity as characteristics of online streaming classes, and aims to verify how these characteristics affect learning satisfaction and furthermore, recommendation intention. As a result of conducting a survey on 338 Chinese collegestudents, it was found that interactivity, social presence, and interest had a positive effect on learning satisfaction, but the effect of ease did not appear. On the other hand, it was confirmed that learning satisfaction had a positive effect on the online streaming class recommendation intention.