HCI with DEEP learning for sentiment analysis of corporate social responsibility report

2020 ◽  
Author(s):  
Siqi Che ◽  
Xuepei Li
Keyword(s):  
Corporate Social Responsibility ◽  
Deep Learning ◽  
Social Responsibility ◽  
Sentiment Analysis ◽  
Corporate Social Responsibility Report ◽  
Corporate Social

BENEFITS OF APPLYING CSR CONCEPTS IN THE FIELD OF HUMAN CAPITAL MANAGEMENT. PROVIDENT POLSKA CASE STUDY

2020 ◽  
Vol 21 (1) ◽  
pp. 217-226
Author(s):  
Magdalena Lubaś
Keyword(s):  
Corporate Social Responsibility ◽  
Social Responsibility ◽  
Human Resources Management ◽  
Work Organization ◽  
Strong Impact ◽  
Depth Interview ◽  
Corporate Social Responsibility Report ◽  
Corporate Social

Over the past few years, the importance of the concept of corporate social responsibility (CSR), which has a strong impact on the relationship between the organization and its stakeholders, has been increasing. The purpose of the article is to verify the benefits that the implementation of CSR tools can generate for an enterprise in the field of human resources management. Based on the example of Provident Polska, using in-depth interview methods and analysis of the content of the Provident Polska Corporate Social Responsibility report for 2016-2017, it has been shown that actions taken in relation to employees under the CSR concept affect the extension of the employment period, and the increase in the quality of work, improving work organization and employee satisfaction.

scholarly journals Effect of corporate social responsibility on consumer retention for FMCG industries: a deep learning analysis of professional students of Odisha

2021 ◽  
Author(s):  
Santanu Kumar Das
Keyword(s):  
Corporate Social Responsibility ◽  
Deep Learning ◽  
Social Responsibility ◽  
Self Regulation ◽  
Community Support ◽  
Public Image ◽  
Professional Students ◽  
Statistical Measures ◽  
Image Enhance ◽  
Corporate Social

AbstractCorporate social responsibility (CSR) represents a form of international private business self-regulation that contributes to the social aims of a charitable, activist, or philanthropic nature through helping ethically based practices. The benefits from CSR like generating better public image, enhance in community support, enhance in market share, enhance in the satisfaction of the consumer, enhance in the exports, offering better quality services and products, and enhance in the productivity is not considered as the perception level consumers. This paper analyzes the effect of CSR activities on the fast moving consumer goods (FMCG) industries on the basis of the retention of the consumers of FMCG products. Initially, a questionnaire is prepared that consists of five categories. Each category is composed of more than ten questions. The information related to the questionnaire is obtained in the view of the professional students from Odisha. The customers are requested to fill the exact information as much as possible. Next, a higher-order statistical analysis is considered for realizing the behaviour of the categories. Additionally, the usage of deep learning called Optimized RNN (O-RNN) is used for predicting the customer retention in maintaining the CSR on FMCG industries. The improvement in the traditional RNN is done by optimizing the hidden neurons by the improved form of Sea Lion Optimization Algorithm (slno) called Modified slno (M-slno) with the intention of minimizing the error among the actual and the predicted outcome, hence it is called as O-RNN. The retention of the customers regarding the effect of CSR activities on FMCG companies and the benefits from CSR is investigated using the O-RNN prediction analysis against several traditional deep learning models as well as different statistical measures.

Corporate Social Responsibility Actions and Organizational Legitimacy at the Peak of COVID-19: a Sentiment Analysis

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Davide Giacomini ◽  
Mattia Martini ◽  
Alessandro Sancino ◽  
Paola Zola ◽  
Dario Cavenago
Keyword(s):  
Corporate Social Responsibility ◽  
Social Responsibility ◽  
Sentiment Analysis ◽  
Organizational Legitimacy ◽  
Positive Interactions ◽  
Content Type ◽  
Strategic Approach ◽  
News Agencies ◽  
Corporate Social ◽  
The Impact

Purpose This paper aims to analyse stakeholder sentiment about the corporate social responsibility (CSR) actions implemented by Italian companies between February 20, 2020 and April 20, 2020, which was the first peak in the outbreak of the COVID-19 health emergency in Italy. Design/methodology/approach Using sentiment analysis, the impact of COVID-19 on CSR actions is analysed through reactions to the news published on Twitter by a sample of Italian news agencies. Findings The analysis indicates that the actions most appreciated are those that are more radical, e.g. where the company has converted part of its production to make goods that are useful in dealing with the COVID-19 emergency. The study identifies a new category of actions definable as “crisis-shaped CSR.” Practical implications This is one of the first studies concerning the effects of the pandemic on both CSR actions and organizational legitimacy. Originality/value This work explains which strategic approach to CSR is the most effective in supporting corporate reputation in times of crisis, this study identified which of the CSR initiatives adopted by companies in Italy were more effective in stimulating positive interactions and sentiment among the general public.

scholarly journals A Quantitative Analysis for the Correlation Between Corporate Financial and Social Performance

2016 ◽  
Vol 4 (4) ◽  
pp. 55
Author(s):  
Wafaa Salah ◽  
Mostafa Abdelhady Salama
Keyword(s):  
Corporate Social Responsibility ◽  
Social Responsibility ◽  
Financial Performance ◽  
Corporate Social Performance ◽  
Social Performance ◽  
Three Dimensions ◽  
Operating Income ◽  
Corporate Social Responsibility Report ◽  
Corporate Social ◽  
The Relationship

Recently, the corporate social performance (CSP) is not less important than the corporate financial performance (CFP). Debate still exists about the nature of the relationship between the CSP and CFP, whether it is a positive, negative or a neutral correlation. The objective of this study is to explore the relationship between corporate social responsibility (CSR) reports and CFP. The study uses the accounting-based and market-based quantitative measures to quantify the financial performance of seven organizations listed on the Egyptian Stock Exchange in 2007-2014. Then uses the information retrieval technologies to quantify the contribution of each of the three dimensions of the corporate social responsibility report (environmental, social and economic). Finally, the correlation between these two sets of variables is viewed together in a model to detect the correlations between them. This model is applied on seven firms that generate social responsibility reports. The results show a positive correlation between the Earnings per share (market-based measure) and the economical dimension in the CSR report. On the other hand, total assets and property, plant and equipment (accounting-based measure) are positively correlated to the environmental and social dimensions of the CSR reports. While there is not any significant relationship between ROA, ROE, Operating income and corporate social responsibility. This study contributes to the literature by providing more clarification of the relationship between CFP and the isolated CSR activities in a developing country.

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