• Title/Summary/Keyword: social conditions

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Study on Tag, Trust and Probability Matrix Factorization Based Social Network Recommendation

  • Liu, Zhigang;Zhong, Haidong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.5
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    • pp.2082-2102
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    • 2018
  • In recent years, social network related applications such as WeChat, Facebook, Twitter and so on, have attracted hundreds of millions of people to share their experience, plan or organize, and attend social events with friends. In these operations, plenty of valuable information is accumulated, which makes an innovative approach to explore users' preference and overcome challenges in traditional recommender systems. Based on the study of the existing social network recommendation methods, we find there is an abundant information that can be incorporated into probability matrix factorization (PMF) model to handle challenges such as data sparsity in many recommender systems. Therefore, the research put forward a unified social network recommendation framework that combine tags, trust between users, ratings with PMF. The uniformed method is based on three existing recommendation models (SoRecUser, SoRecItem and SoRec), and the complexity analysis indicates that our approach has good effectiveness and can be applied to large-scale datasets. Furthermore, experimental results on publicly available Last.fm dataset show that our method outperforms the existing state-of-art social network recommendation approaches, measured by MAE and MRSE in different data sparse conditions.

An Influence Analysis of the Social Capital and Participation Intention by the Regional Capacity Building for Rural Regional Development (농촌지역개발 지역역량강화사업이 사회적 자본형성과 사업참여의도에 미치는 영향)

  • Hwang, Young Seob;Cho, Tong Buhm
    • Journal of Korean Society of Rural Planning
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    • v.27 no.1
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    • pp.43-56
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    • 2021
  • Social capital is the basis for enabling regional development, and although it is the result of regional development that produces greater productivity through the combination of human and material capital, there is a lack of discussions in connection with rural development. This study saw that the local capacity building project affects the social capital of the local residents and such social network is realized through the rural area development project based on the participation of the residents. As a result of the analysis, the regional capacity building project has a positive influence on the social capital of the region and the willingness to participate in the project, and bridge-type social capital has shown a mediating effect on education and consulting fields. Only when local social capital, especially bridge-type social capital, is cultivated through the regional capacity building project can the project be transformed into one suitable for local conditions through active participation of residents.

Acceptance of Moodle as a Teaching/Learning Tool by the Faculty of the Department of Information Studies at Sultan Qaboos University, Oman based on UTAUT

  • Saleem, Naifa E.;Al-Saqri, Mohammed N.;Ahmad, Salwa E.A.
    • International Journal of Knowledge Content Development & Technology
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    • v.6 no.2
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    • pp.5-27
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    • 2016
  • This research aims to explore the acceptance of Moodle as a teaching and learning tool by the faculty of the Department of Information Studies (IS) at Sultan Qaboos University (SQU) in the Sultanate of Oman. The researchers employed the Unified Theory of Acceptance and Use of Technology (UTAUT) to examine the effects of performance expectancy, effort expectancy, social influence and facilitating conditions on the behavioural intention of SQU faculty members to employ Moodle in their instruction. Data were collected by the interview method. Results showed the emergence of two faculty groups: one uses Moodle and one does not use Moodle. In group that uses Moodle, performance expectancy, effort expectancy, social influence, facilitating conditions and behavioural intention are positively related, thereby influencing the faculty members' use behavior. In addition to the aforementioned UTAUT constructs, four additional factors affect Moodle's adoption. These moderators are gender, age, experience and the voluntariness of use, amongst which gender exhibits the least influence on Moodle adoption. That is, male and female faculty generally both use the learning platform. Although some members of the group that does not use Moodle exhibit optimistic performance expectancy for technology, the overall perception in this regard for Moodle is negative. The other UTAUT constructs exert no influence on this group's adoption of the learning platform.

Do taegyo practices, self-esteem, and social support affect maternal-fetal attachment in high-risk pregnant women? A cross-sectional survey (고위험 임부의 태교실천, 자존감 및 사회적 지지가 모아애착에 영향을 미치는가?: 횡단적 조사 연구)

  • Da-In Kang;Euna Park
    • Women's Health Nursing
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    • v.28 no.4
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    • pp.338-347
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    • 2022
  • Purpose: The incidence of high-risk pregnancies is increasing in Korea as the birth age increases due to late marriage. Maternal-fetal attachment is an important factor that affects children even after childbirth, but it is difficult for high-risk pregnant women to form maternal-fetal attachment. The current study aimed to explore whether taegyo practice (i.e., pregnant women's efforts for fetal good growth and development), self-esteem, and social support influenced the degree of maternal-fetal attachment in women with high-risk pregnancies. Methods: The participants included 226 pregnant Korean women at ≥20 gestational weeks, hospitalized with 15 high-risk pregnancy conditions as defined by the Ministry of Health and Welfare. Recruitment via convenience sampling was done at four sites in Busan, Korea. Surveys were distributed and collected from February 1 to 28, 2022. Data analysis was conducted using descriptive statistics, the t-test, one-factor analysis of variance, Pearson correlation coefficients, and hierarchical multiple regression. Results: On average, participants were 33.97±4.23 years of age and at 31.65±6.23 gestational weeks. Preterm labor (35.4%) and gestational diabetes (21.0%) were the most common high-risk conditions. Maternal-fetal attachment was positively correlated with taegyo practice (r=.70, p<.001), self-esteem (r=.53, p<.001), and social support (r=.53, p<.001), all with statistical significance. Taegyo practice (β=.50, p<.001) and social support (β=.17, p=.030) explained 53% of variance in maternal-fetal attachment in women with high-risk pregnancies. Conclusion: Nurses caring for women with high-risk pregnancies during hospitalization can use these findings by promoting taegyo practice and enhancing social support to increase maternal-fetal attachment.

Students' Perspectives on Integrating a Social Service Program into a Medical Humanities and Social Science Curriculum (인문사회의학 교육과정에서 사회봉사체험실습 프로그램에 대한 학생 인식)

  • Kim, Pyeong Man;Kim, Soo Jung;Kang, Wha Sun
    • Korean Medical Education Review
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    • v.17 no.3
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    • pp.140-147
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    • 2015
  • Medical education can provide students with an opportunity to encounter marginalized communities and motivate them to become involved with the needs of disadvantaged people. The College of Medicine of The Catholic University of Korea includes a social service program in the medical humanities and social sciences curriculum. The course has lectures on social welfare, human rights, and social service, as well as four days of social service in 'Flower Village,' which is a Catholic social welfare institution. This study analyzes the satisfaction, feedback, and reflection papers of students who completed the social service program and provides an educational model for the medical humanities and social sciences. Students' satisfaction with the program was scored at 4.23 out of 5. A qualitative study of students' reflection papers derived 7 key phrases, among which 'nature and practice of social service,' 'holistic understanding of humans,' 'empathy and communication,' and 'social responsibility' are identified as goals of this program and 'happiness,' 'respect for human life,' and 'compassion' are good indicators of students' compassionate participation. Encounters with marginalized communities within the medical curriculum allows students to serve people with social difficulties and work for the improvement of their living conditions. Students learn to approach social needs with concern and empathy and seek ways to contribute to those communities.

Digital Barrier-Free and Psychosocial Support for Students with Disabilities in Distance Learning Environments

  • Kravchenko, Oksana;Koliada, Natalia;Berezivska, Larysa;Dikhtyarenko, Svitlana;Baida, Svitlana;Danylevych, Larysa
    • International Journal of Computer Science & Network Security
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    • v.22 no.8
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    • pp.15-24
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    • 2022
  • The article clarifies the conditions for information, digital and educational accessibility for higher education seekers with disabilities in terms of distance learning caused by quarantine restrictions. It is established that such conditions are regulated by international and Ukrainian legal documents (The Standard Rules on the Equalization of Opportunities for Persons with Disabilities, Convention on the Rights of Persons with Disabilities, Sustainable Development Goals, Law of Ukraine "On Education", Law of Ukraine "On Higher Education", Strategy for the Development of Higher Education in Ukraine 2021-2031, Development Strategy areas of innovation for the period up to 2030, Development strategy of the sphere of innovation activity for the period up to 2030). As a part of information barrierlessness, Higher Education Institutions (HEI) should provide access to information in various formats and using technologies, in particular Braille script, large-type printing, audio description (audio descriptive commenting), sign language interpretation, subtitling, a format suitable for reading by screen access programs, formats of simple speech, easy-to-read formats, means of alternative communication. The experience of Pavlo Tychyna Uman State Pedagogical University is described. In particular, special attention is paid to the study of sign language: in view of this, the initiative group implemented the project "Learning to hear and overcome social isolation together" with the financial support of the British Council in Ukraine. Within the framework of digital accessibility, the official website of the Faculty of Social and Psychological Education has been adapted for the visually impaired in accordance with WCAG 2.0 World Standards. In 2021, Pavlo Tychyna Uman State Pedagogical University implemented the project "Cultural, Recreational and Tourist Cherkasy Region: Inclusive Social 3D Map" funded by the Ukrainian Cultural Foundation; a site with available content for online travel in the region to provide barrier-free access to the historical and cultural heritage of Cherkasy region was created. Educational accessibility is achieved by increasing the number of people with special educational needs, receiving education in inclusive groups; activities of the Center for Social and Educational Integration and Inclusive Rehabilitation Social Tourism "Bez barieriv" ("Without barriers"); implementation of a research topic for financing the Ministry of Education and Science of Ukraine: "Social and psychological rehabilitation of children and youth with special educational needs by means of inclusive tourism"; implementation of the project "Social inclusion of distance educational process"; development of information campaigns to popularize the ideas of accessibility, the need for its implementation, ongoing training programs and competitions, etc.

Relationship between Spatial Inclusivity and Social Participation According to Degree of Disability (장애 정도에 따른 공간적 포용성과 사회참여의 관계)

  • Kim, Si Hwa;Park, In Kwon
    • Journal of the Korean Regional Science Association
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    • v.39 no.3
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    • pp.65-83
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    • 2023
  • The purpose of this study is to conceptually define "spatial inclusivity" and empirically examine the impact of disability severity and spatial inclusivity on social participation among individuals experiencing physical discomfort. The social and spatial environment of the residential area is crucial for individuals with disabilities who face limited activity range and complex barriers due to physical constraints. In this study, spatial inclusivity from the perspective of people with disabilities is defined as establishment of equal relationships with non-disabled individuals within the local community, as well as the availability of basic facilities and services in a safe urban space that allows for access and utilization. This concept consists of three dimensions: individual networks, social environment, and physical environment. The physical environment encompasses safety levels, natural environment, living environment, public transportation conditions, medical services in residential areas. We used the 2019 Community Health Survey to examine the relationship between disability severity, spatial inclusivity, and social participation using a two level regression model. The findings are as follows: Firstly, personal relationships at the individual level and the physical environment at the local level have a positive impact on social participation. Secondly, when identifying dividing the physical environment into five sub-factors, no significant influence of individual factors is found. Thirdly, trustworthy and friendly social environment at the local level has a negative impact on social participation. These results provide empirical evidence that spatial inclusivity has an effect on the social participation of individuals with disabilities and suggest implications for urban planning to create and enhance conditions for the social participation of individuals with disabilities.

GIS-Based Research on Location and Spatial Characteristics of the Slum in Daejeon

  • Kim, Dongseon;Mo, Seonhee
    • International Journal of Contents
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    • v.16 no.2
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    • pp.30-40
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    • 2020
  • This study performed GIS and statistical analyses on the location and spatial characteristics of the slum in Daejeon. Spatial data of 648 slum residents in Daejeon were collected and 131 residents among them were surveyed. The results showed the trends of higher rent, lower social exclusion and closer neighboring relations in slum center than the surrounding areas, which could be interpreted as the interrelated multilateral effects of the micro- (housing), meso- (relations), exo- (community) and macro- (government policy) systems. The strong bonds among neighbors and various supports from social service facilities elevated the slum area's rent and diminished residents' social exclusion more than housing conditions (for instance, poor hygiene and low safety). Slum tenants willingly paid a premium for their substandard housings and refused moving to governmentally provided modern housing units. In urban development, administrative authorities need to be cautious about slum uprooting. Much rather an alternative renewal approach is needed which protects the slum's intimate relations while improving its overall living standards.

An Analysis of Change in Consumption Values on Advertisements for Man′s Cosmetics (남성화장품 광고에 나타난 내용특성 및 소비가치 분석)

  • 박수진;박길순
    • Journal of the Korean Society of Costume
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    • v.53 no.8
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    • pp.53-63
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    • 2003
  • Under the social conditions that an understanding of a men change socially and men's interests in their appearances are on the increase, this research intends to study and analyze the changes of people's sensibility of values on ads for men's cosmetics, which is said to be performed the social, cultural function reflecting the social consciousness, the value and the idea creating a new one. The documents for the research was sindonga. The documents were analyzed quantitatively in regard of contents of a linguistic expression and a visual expression showing on advertisements for man's cosmetics, a time series analysis. As a result of analyzing the consumption value through headline of an ad, the emotional value took the highest percentage extending whole periods. Beside emotional value, a time series analysis showed that social values appeared to the major themes in the 1970s, and functional values was important themes in 1980s, and the social values and functional values appeared equally during 1990-2002.

Change in Life Satisfaction of Korean Elderly: Comparisons of 1994, 2004, 2008 National Survey Results on the Elderly Life Conditions and Welfare Need (노인 삶의 만족도 변화: 전국노인생활실태 및 복지욕구조사 3개년도(1994, 2004, 2008년) 결과비교)

  • Chung, Soondool;Lee, Sun-Hee
    • 한국노년학
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    • v.31 no.4
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    • pp.1229-1246
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    • 2011
  • The objectives of this study were to analyze change in life satisfaction of Korean elderly, to find determinants of it in an aging society, and to suggest ways of improving their life satisfaction. Data used in this study were from 1994, 2004, 2008 national survey results on the elderly life conditions and welfare need conducted by the Korea Institute for Health Social Affairs and Keimyung University, which were collected from 1,371, 3,278, 3,009 elderly people aged 65 and over who answered regarding their life satisfaction each year. Data were analyzed by multiple regression method. The results of analysis showed that the general life satisfaction of Koreans elderly is higher than average and is decreasing year after year. Determinants of life satisfaction for Korean elderly can be divided in two factors: common factors(i.e. subjective economic and health conditions) and flexible factors(i.e. marital status, employment status, perceptions of aging). Implications for designing services and service systems for elderly families were discussed.