A considerable amount of literature has been published on Corporate Reputation, Branding and Brand Image. These studies are extensive and focus particularly on questionnaires and statistical analysis. Although extensive research has been carried out, no single study was found which attempted to predict corporate reputation performance based on data collected from media sources. To perform this task, a biLSTM Neural Network extended with attention mechanism was utilized. The advantages of this architecture are that it obtains excellent performance for NLP tasks. The state-of-the-art designed model achieves highly competitive results, F1 scores around 72%, accuracy of 92% and loss around 20%.
A considerable amount of literature has been published on Corporate Reputation, Branding and Brand Image. These studies are extensive and focus particularly on questionnaires and statistical analysis. Although extensive research has been carried out, no single study was found which attempted to predict corporate reputation performance based on data collected from media sources. To perform this task, a biLSTM Neural Network extended with attention mechanism was utilized. The advantages of this architecture are that it obtains excellent performance for NLP tasks. The state-of-the-art designed model achieves highly competitive results, F1 scores around 72%, accuracy of 92% and loss around 20%.
Electronic book. Book of Abstracts of the 26th International Public Relations Research Symposium BledCom on the theme Trust and Reputation. Trust is a foundation of social (and organizational) order and also serves as the underpinning of healthy relationships, exchanges and transactions. There is a growing concern globally that social and organizational trust is eroding, and that it has become harder for organizations to build and protect relationships with stakeholders many of whom themselves seem to be in conflict. Digitalization and globalization have contributed significantly to changing the world order, leaving many people confused, disoriented and perhaps even scared.
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