scholarly journals Causal Learning for Socially Responsible AI

Author(s):  
Lu Cheng ◽  
Ahmadreza Mosallanezhad ◽  
Paras Sheth ◽  
Huan Liu

There have been increasing concerns about Artificial Intelligence (AI) due to its unfathomable potential power. To make AI address ethical challenges and shun undesirable outcomes, researchers proposed to develop socially responsible AI (SRAI). One of these approaches is causal learning (CL). We survey state-of-the-art methods of CL for SRAI. We begin by examining the seven CL tools to enhance the social responsibility of AI, then review how existing works have succeeded using these tools to tackle issues in developing SRAI such as fairness. The goal of this survey is to bring forefront the potentials and promises of CL for SRAI.

2018 ◽  
Vol 34 (62) ◽  
pp. 66-81
Author(s):  
Adriana M. Moreno Moreno ◽  
Eduar Fernando Aguirre González

Social Responsibility is a concept that has been approached from different perspectives by theoreticians and institutions. Initially, this was limited exclusively to companies, however, the creation of the Social Capital, Ethics and Development Initiative by the Inter-American Development Bank (IDB) sought to make educational institutions aware that, like any other organization, they are responsible for the externalities they generate in their environment and their stakeholders. This research approaches the concept of University Social Responsibility (USR) from the scheme proposed by the IDB, which proposes four axes of action for Universities’ CR: Responsible Campus, Professional and Citizen Training, Social Management of Knowledge and Social Participation. The Universidad del Valle has a strategic plan entitled “Universidad del Valle’s Strategic Development Plan” and Regionalization attached thereto. It has also developed its action plan and in the five strategic issues raised herein, its socially responsible approach is clearly identifiable. The North Cauca Facility wherein this study is being developed, even though it does not have a University Social Responsibility Management Model, has attempted to align its practices with its strategic affairs that broadly conform to the four axes proposed by the IDB. This research addresses a relevant and current issue inasmuch as it proposes to develop a diagnosis on the relationship between the four axes of Social Responsibility proposed by the IDB and the practice of Social Responsibility applied at the Universidad del Valle, North Cauca Facility, for the period 2014-2015. In order to answer the research problem, a qualitative, exploratory and descriptive type of study is used, given that the work was based on the documentary information available at the University, while the interviews with the directors of the Institution are used as a tool for oral history. The research method used is the case study, which allows to address a unit of analysis in depth, in this case the USR within the Universidad del Valle, North Cauca Facility.


2018 ◽  
Vol 57 ◽  
pp. 01017
Author(s):  
Hanna Klimek ◽  
Janusz Dąbrowski

Corporate social responsibility (CSR) is a tool used by companies to establish positive relations with their surroundings and gain a competitive edge. This also relates to centres providing services, such as seaports. In the past, these served as loading/off-loading and storage stations as well as ship terminals. At present, they have become versatile complexes administering land and infrastructure as well as playing host to numerous enterprises which offer a wide range of services to carriers and freight forwarders. Not only individual businesses but also entire port service hubs can, or even should, be socially responsible nowadays. The topic of this research is the social responsibility of sea ports. This article will discuss the social responsibility of the Port of Gdynia. The objective is to present socially responsible actions taken by Gdynia Port Authority SA and the largest port operators and to assess the progress made on the implementation of CSR there.


2017 ◽  
Vol 10 (5) ◽  
pp. 1
Author(s):  
Vasiliki A. Basdekidou ◽  
Artemis A. Styliadou

This article examines the relationship between corporate social responsibility performance (CSR.P) and market trading volatility (MTV) provoking by the release of the non-farm employment payment-reports (NFP) the first Friday each month in the USA. It also discusses the trading opportunities involved in such as volatile environments. Actually, we consider the interaction between the social performance (for environment, employment and community activities) and the financial and trading performance than would be the case for an accumulated functionality in NFP releases. In general, social performance returns are negatively related to trading returns; so, the relatively poor financial and market trading reward (profit), offered by socially responsible ethical ETFs trading the NFP reports, is in accordance to their good social performance regarding employment and environmental aspects. This could be changed if these ethical ETFs incorporate into their arsenal of trading tools a number of CSR.mtv functions (utilities) discussed in this article. Impressively, we find also that considerable bizarre returns are obtained by funds, holding a portfolio of socially least unethical ETFs, involved in short-term or intraday speculations. In this domain, the complex relationship between social, financial and market trading performance, during the NFP “psychological time”, offers great trading opportunities.


Author(s):  
Alison Mackey ◽  
Tyson B. Mackey ◽  
Jay B. Barney

The purpose of this article is to examine whether or not having senior managers who are personally committed to socially responsible causes is either necessary or sufficient for firms to implement socially responsible activities. While not denying that having such senior managers may increase the probability that a firm will pursue a socially responsible agenda, this article concludes that senior manager commitment to socially responsible causes is neither necessary nor sufficient for a firm to implement socially responsible activities. This article has important practical implications for those seeking to increase the amount of socially responsible corporate behavior in the economy. In particular, the arguments developed here suggest that efforts that focus exclusively on changing the social responsibility preferences of senior managers in firms may be misguided, and at the least should be augmented by efforts focused on different firm stakeholders.


2018 ◽  
Vol 64 (1) ◽  
pp. 48-57
Author(s):  
Vesna Štager

Abstract The article deals with the cost of tax compliance which arises for taxpayers from tax complexity and the constant changes in tax legislation. A socially responsible institution for the fiscal aggression is the Financial Administration of the Republic of Slovenia, as its powers and responsibilities creates the tax position of individuals, businesses and the entire economy. The aim of our research is to encourage socially responsible behaviour of legislation institutions in adopting the tax legislation, which will help to improve the social responsibility of taxpayers and increase tax compliance.


2016 ◽  
Vol 2 (1) ◽  
pp. 99-112 ◽  
Author(s):  
John Forge

Purpose The purpose of this paper is to address the topic of the social responsibility and the scientist from a philosophical perspective. This is a (relatively) neglected topic, as philosophers have tended to focus on moral responsibility. Nevertheless, it is important, and timely. Design/methodology/approach Analytical, based on the author’s previous work. This is not an empirical study. Findings That it is essential for scientists to adopt a global outlook with respect to their social responsibilities. This is in (stark) contrast to the conclusion that would be reached for moral responsibility. Research limitations/implications In addition to offering some concrete proposals (see below), a general approach to the question is offered that will be useful for further work. Practical implications Were the suggestions for socially responsible science put into practice, then this would entail a re-orientation of some parts of scientific research; for instance, a moratorium on weapons research. Social implications The long-run social implications of not re-orienting science, for instance not to focus even more effort on climate change, will be negative in the extreme. Originality/value The social responsibility of science has always been important, but it is even more important today. By focussing on global responsibility, this paper offers a new approach.


2020 ◽  
Vol 6 (3) ◽  
pp. 24-35 ◽  
Author(s):  
Tetiana Galetska ◽  
Topishko Natalya ◽  
Ivan Topishko

Current circumstances are shaping new conditions for the interaction of entities of society. The COVID- 19 coronavirus pandemic tests the partner relationship between government, business and civil society in the system of their social responsibility for the efficiency and morality. The purpose of the study is to reveal the theoretical foundations of the concept of “social responsibility of the state, business, citizen” as a determining factor of formation, self-organization, self-control, modernization of civil society and analysis of the practice of organizing the social responsibility system of economic entities in the EU and in Ukraine. The subject of the research is social responsibility as a fundamental value of society and social institute of regulation of relations in society for ensuring stability of living conditions. The methodology of the research is based on the set of methods of scientific analysis. In particular, dialectical (when characterizing the categorical apparatus of the subject of study); systemic (when analyzing the relationship of socio-economic processes); statistical method of comparisons and groupings; economic analysis (when processing statistics); historical (in the study of the evolution of corporate social responsibility (CSR) theory and practice); empirical (in the analysis of the practice of forming partnerships between business structures, the state and civil society in the European Union and Ukraine). Conclusions of the study. The concept of “social responsibility” is a fundamental value of society, and the system of social responsibility of its entities is a social good. It can be considered as a social institute of socio-economic relations regulation in order to ensure the stability of society and the development of living conditions. The systematization of scientific approaches to defining the social responsibility of economic entities as a social good made it possible to justify it from the standpoint of a public policy object, a system of ethical values of society, voluntary obligations of business and a way of managing a business entity. Features of the current socio-economic situation require strengthening of their socially responsible behavior, introduction and observance of new forms of interaction between business and society on the principles of systematic and longterm. The innovative model of the economy is raising new demands for socially responsible behavior of public relations entities. Models of its realization have their own peculiarities in every EU country. They are all stimulated by state institutional mechanisms (privileges in taxation, subsidies, control over compliance with social and environmental standards); international standards of doing business; control by the public (social reporting to stakeholders). Such institutional levers stimulate the integration of socially responsible behavior into the development strategy of the business structures. The European experience of forming and provision of social positioning of entrepreneurial activity is being studied in Ukraine and is gradually being implemented. The level of transparency of leading companies activities is increasing, especially those, the activities of which are focused on international markets (agribusinesses, energy and metallurgy companies). The lower level of transparency of such information is inherent for mining companies. Transnational companies operating in Ukraine have a higher level of CSR disclosure than domestic organizations. On their websites, twice as often as on websites of the Ukrainian companies, issues on human rights, CSR programs, policies and goals are covered. As the example of the high level of compliance with the CSR principles may serve the activities of the French-Ukrainian company “Verallia-Ukraine” PJSC ”Consumers-Sklo-Zorya” (Rivne region, Ukraine). Many Ukrainian business entities have not yet integrated CSR into their company management strategy. Further promotion of the CSR concept, activation of institutional, economic and social mechanisms for its implementation, evaluation of the effectiveness of its implementation are needed.


2012 ◽  
Vol 10 (6) ◽  
pp. 333 ◽  
Author(s):  
Elias G. Rizkallah

Companies are claiming that they are being challenged to maintain profitability and behave in socially responsible ways. The question is how much the social responsibility is a real pressure. Do consumers really know what the companies, producing their favorite brands, are doing? Do consumers really care? How much of an effect do the company practices have on the consumers response to a brand? Or does the consumer-brand relationship have nothing to do with the companys practices? Does the customers response change with the type of company practices (e.g. environmentally friendly or not, treats well or mistreats employees, relationship with suppliers, supports or doesnt support social causes, etc.)? Does such response depend on who the customer is (e.g. different demographics, loyalty to a brand, or level of awareness of societal issues, etc.)? The study attempts to answer these questions and more. The survey included a random sample of 317 adult individual consumers in the Southern California region. Results of the survey are presented within a conceptual framework hypothesizing that the relationship between the consumer and the brand can be affected differently by the companys different practices in regard to social responsibility; and by the consumers characteristics. The paper concludes with some recommendations that may benefit interested companies, social-action groups, and policymakers.


Author(s):  
Anna Romanovska ◽  
◽  
Viktoriia Velychko ◽  

The article deals with the origins and formation processes of social responsibility in business. The social concepts of businesses and households cooperation are analyzed. The author clarifies the nature and peculiarities of the application of the concepts of economic responsibility, basic business strategy, duties and stakeholders in foreign countries. The analysis of foreign experience of development of social enterprises is given. Perspective directions of development of socially oriented enterprises are considered. The specific features of these concepts application in foreign companies with regard to the conditions of development in Ukraine are studied. Implementation directions of certain provisions of the following concepts in the domestic realities are offered. Essence and directions of introduction of socially responsible business are analysed in the article, the analysis of advantages and defects is conducted from socially responsible behavior of companies as for them so for the state and society.


2019 ◽  
Author(s):  
Sara Khorshidifard ◽  

The profession and beforehand the education of architecture remains accountable and must increase responsiveness towards real-time needs, including those of society. This paper examines this necessity, asserting a more rigorous and expansive application and address of social responsibility learning in the education. Architecture professionals have advantaged positions as creative generators of built environments, hence, are socially responsible to serve the public good, empowering peoples and envisioning democratic places for all. The education is the starting place in transferring the essential learning principles, knowledge, and skills. Despite the import, social learning is still one of the least considered, most overlooked student performance criteria in architectural education. This is despite several contemporary mandate assertions in place and progress by leading professional organizations such asAIA and educational credentialing bodies such as NAAB.The paper considers as premise that, despite all the good, social learning still remains a key area that design pedagogy tends to overlook rather easily or can fall short to address. Regarding The Now, where loftier curriculum revisions and augmented experiences may not be within the reach of a program, humble opportunities always remain within reach, opening rooms for significant civic goals. The paper is highlighting some of these more nuanced and subtle opportunistic approaches to embrace and better address the social in the education.


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