• Title/Summary/Keyword: Social Approach

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Online Social Media Review Mining for Living Items with Probabilistic Approach: A Case Study

  • Li, Shuai;Hao, Fei;Kim, Hee-Cheol
    • Smart Media Journal
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    • v.2 no.2
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    • pp.20-27
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    • 2013
  • The concept of social media is top of the agenda for many business executives and decision makers, as well as consultants try to identify ways where companies can make profitable use of applications such as Netflix, Flixster. The social media is playing an increasingly important role as the information sources for customers making product choices etc. With the flourish of Web 2.0 technology, customer reviews are becoming more and more useful and important information resources for people to save their time and energy on purchasing products that they want. This paper proposes the Bayesian Probabilistic Classification algorithm to mine the social media review, and evaluates it by different splits and cross validation mechanism from the real data set. The explored study experimental results show the robustness and effectiveness of proposed approach for mining the social media review.

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Making Strategic Choice for Sustainable Social Enterprise: The Application of Holon Dynamics Approach (지속 가능한 사회적 기업을 위한 전략적 방향 제시: 홀론 다이내믹스의 적용)

  • Yu, Jae-Eon
    • Korean System Dynamics Review
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    • v.13 no.1
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    • pp.133-157
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    • 2012
  • This paper aims to propose the strategy making in social enterprise for ensuring organizational sustainability and governance of social enterprise from systems thinking's perspective. Based on previous reviews on organizational sustainability and theories of governance currently advocated in the social enterprise literature, we use 'Holon Dynamics' approach, which is a synthesis of System Dynamics and Soft Systems Methodology (SSM), offers the problem-solving method for dealing with social contexts and "ill-defined" situations. To do so, a researcher carried out the interpretive action research using 'Holon Dynamics' approach from September, 2009 to August, 2010. The outcomes of research are summarized as follows. Firstly, systems methodologies are useful to offer a strategic choice that makes to achieve an organizational sustainability in the case of Korean social enterprise; 'the Rediscovery of Korea'. Secondly, systems thinking offers an alternative concept of system, which is known as an 'appreciative system' that is evolved from the mental constructs amongst participants in given situations. Lastly, the paper delineates the usefulness of systems thinking and the process of inquiry, which deal with social contexts (including cultural and political factors), are contributed to making the necessary conditions for organizational legitimacy and the appropriate strategic choice for social enterprise within combined functioning of the two roles of social and commercial activities from systemic perspectives.

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Social Welfare Analysis of Demand Response from the Viewpoint of Demand Function (수요함수 관점에서 해석한 수요반응의 사회적 후생 분석)

  • Lee, Kwang-Ho;Yang, Kwan-mo
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.66 no.1
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    • pp.23-26
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    • 2017
  • Social Welfare is useful concept for evaluating the effectiveness of an economic policy in micro economics. This paper focuses on Social Welfare(SW) of electricity market incorporating demand response(DR). Competition between DR and generation company is modeled as a simple bid function. DR function can be considered as an negative generation(called Negawatt) and as an element of modified demand function. These two approaches result in the same demand reduction, generation power, and the market price. However, SW in the modified demand function approach is not identical to SW in the Negawatt approach. It makes the numerical index of DR effectiveness less persuasive. This paper proposes modified definition of SW in the demand function approach. The proposed definition of SW leads the DR effectiveness index to be identical to that in the Negawatt approach.

The modernization approach to the regional processes monitoring of the social services provision in the context of the modern public policy

  • Koval, Kristina;Hrechko, Alla;Butko, Mykola;Shevchenko, Oleg;Smyrnov, Ivan;Olyfirenko, Yuliia
    • International Journal of Computer Science & Network Security
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    • v.21 no.6
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    • pp.213-221
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    • 2021
  • The modernization approach to monitoring regional processes of providing social services is proposed. The methodological approach is developed in the context of the modern public policy, which includes the following stages: the formation of a system of indicators that characterize the level of the social services modernization; the determination of the levels of regions development by such components as the modernization level of the economic sphere, the modernization level of the demographic component and the modernization level of employment; the determination of weights for each group of indicators and calculation of integrated indicators, ranking of regions; the allocation of criteria for classification and grouping of regions according to the modernization level of the social services sphere; highlighting the most important problems of each region. The proposed method is tested on the example of the Ukraine's regions. According to the results of calculations of the modernization level of the processes of providing social services, the ranking and grouping of the regions was carried out. The rating allowed to distinguish four groups of regions: regions with a high modernization level of social services, regions with above-average levels, as well as regions with medium and low levels. The author's modernization approach to monitoring the processes of providing social services allows to investigate the real state of the main indicators influencing these processes and to identify problem regions in order to develop mechanisms to stimulate their development.

The Gesture of the Gift: A Discourse-Centered Approach to Corporate Social Responsibility (선물의 제스처: 미국 내 기업의 사회적 책임에 대한 담론-중심적 논의)

  • Koh, Kyung-Nan
    • Cross-Cultural Studies
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    • v.30
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    • pp.31-51
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    • 2013
  • In this paper, I approach corporate social responsibility as a discourse metadiscursively shaping the social relationship between corporations and society. Using a discourse-centered approach to culture, I examine how early discussions (involving legal disputes) on the rights of corporations to give evolved into a public sphere discussion as to how corporations can be viewed and redefined as social actors with capabilities to perform socially meaning actions, which here is "responsibility." I discuss how corporate social responsibility currently operates as a metadiscourse of corporate personhood, ethics, and corporate citizenship. Then, using insights from Mauss, I analyze how corporate social responsibility might be comparable to a Maussian gift exchange. Corporate social responsibility actions that are performed, indeed, are gift exchanges in that they involve the ideology of the free gift and the implicit expectation of a return to the giver. In the meantime, I argue, that in the case of corporate social responsibility, it is not the act of giving gifts (e.g., grants) that can lead to social alliances but rather the talk of gift giving, a departure from the ceremonial gift exchanges observed by Mauss. That is, here, the talk of giving shapes social alliances, thus displacing this function from the act of giving itself. The PR strategies deploy talk of the gift as a metapragmatic strategy, inviting various forms of role alignment on the part of diverse, potential and actual, participants, in a framework of corporate-sponsored gift exchange in which potential recipients compete, again at the level of metapragmatic description, to become the chosen gift recipient.

The Social Capital Building Approach to Corporate Sustainability Management

  • ByoungJo, Kim
    • International Journal of Advanced Culture Technology
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    • v.10 no.4
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    • pp.117-125
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    • 2022
  • Along with the uprising of sustainability issues in the field of business and management, firms increasingly strategize and mobilize resources towards sustainability related activities and processes much more than ever. Together with this phenomenon, the concept of corporate sustainability has been noticed much more by scholars and practitioners from diverse fields. However, differently with an expectation, it is undoubted that there is a small controversy when we treat the issues related to its definition, antecedents, consequences, processes and so on. Based on this kind of understanding, this study tries to suggest and advance a new approach to the corporate sustainability based on the premises of social capital theory for social relations, which explains the role of institutions, and norms that shape firms 'social interactions. Main argument is that firm's voluntary, progressive, and proactive activities for sustainability issues can be understood as the firm's social capital building processes. Though there are a little existing study dealing with this issue, this study has a difference with them by proposing social capital building issues based on firm's real activities. Finally, case analyses based on a new approach are suggested and the theoretical considerations with some limitations are explained.

A New and Old Approach to Educational Research: The Roles-grafting Research

  • Li Tsingan;Lin Chongde
    • Korean Journal of Culture and Social Issue
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    • v.14 no.1_spc
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    • pp.409-414
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    • 2008
  • The roles-grafting research is an approach to educational studies intended to graft five roles of supervisors, graduate students, teachers, principals and administrators. The approach is divided into four chained and cyclical aspects: drafting research blueprint, revising research blueprint, executing research blueprint and assessing performances. The approach maintains five basic principles: principles of inheritance, innovation, practicality, scientific basis and grafting. It is a paradigm of innovative research that has been developed in China that is worth a thorough investigation and extensive analysis.

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Social Exclusion and Participation of the Disabled - Focused on the Legislation Process of Disability Discrimination Act - (장애인의 사회적 배제와 참여 - 장애인차별금지법 제정 과정을 중심으로 -)

  • Yu, Dong-Chul
    • Korean Journal of Social Welfare
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    • v.63 no.1
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    • pp.217-239
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    • 2011
  • This study explores legislation process of Disability Discrimination Act in S. Korea focusing on social exclusion and participation through social action approach. I can find a thing in common in that both of disability and social exclusion are concerned with the relationship between majority and minority. Therefore we need to lay emphasis on the social model of disability to overcome social exclusion. When we explore the legislation process of Disability Discrimination Act, we recognize that the legislation is mainly due to a great deal of effort of the disabled, especially the Disability Discrimination Act Solidarity of Korea. So researchers need to focus on the social action approach to overcome social exclusion. In addition social workers have to analyze the macrosystem as well as microsystem to overcome the social exclusion of the disabled. Besides the course of macro practice should include the community organization skills focused on the social action approach.

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To Use Facebook for Good: Usage, Cyberbullying Involvement, and Perceived Social Support

  • Wong, Natalie;McBride, Catherine
    • Child Studies in Asia-Pacific Contexts
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    • v.6 no.2
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    • pp.59-72
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    • 2016
  • We examined the relationship between the extent of Facebook usage and social well-being with consideration of cyberbullying involvement using a person-oriented approach. Survey data were collected from a sample of 312 secondary students from Grades 7 and 8 in Hong Kong. Levels of cyberbullying involvement, Facebook usage and perceived social support were investigated. Participants were classified into three clusters based on the different levels of Facebook usage and cyberbullying victimization through cluster analyses (i.e., frequent Facebook user/noncyberbullied victim, frequent Facebook user/cyberbullied victim, and uninvolved). Our results showed that frequent Facebook users who are cyberbullied tend to engage in cyberbullying perpetration significantly more than the frequent Facebook users who are not cyberbullied, even when the latter reported higher Facebook usage. This result provides some support for the idea that cyberbullying victimization has additional value on top of the level of usage in explaining one's participation in cyberbullying perpetration. As expected, frequent Facebook users who were not cyberbullied reported the highest perceived social support among the three groups. What is even more interesting is the equal level of perceived social support found between the cyberbullied victims and the uninvolved. Our results suggest that, although limiting adolescents' Internet use might reduce their risks of being involved in cyberbullying, it might also take away the potential benefits they could get from interacting with the online community. Benefits of using the person-oriented approach in the study of cyberbullying are discussed.