Automated content analysis and crisis communication research

Machine Learning-Based Content Analysis Automating the analysis of frames and agendas in political communication research

Automated image analysis for high-content screening and analysis.

The field of high-content screening and analysis consists of a set of methodologies for automated discovery in cell biology and drug development using large amounts of image data. In most cases, imaging is carried out by automated microscopes, often assisted by automated liquid handling and cell culture. Image processing, computer vision, and machine learning are used to automatically process h...

How the relationship between the crisis life cycle and mass media content can better inform crisis communication

Crises are unpredictable events that can impact on an organisation’s viability, credibility, and reputation, and few topics have generated greater interest in communication over the past 15 years. This paper builds on early theory such as Fink (1986), and extends the crisis life-cycle theoretical model to enable a better understanding and prediction of the changes and trends of mass media cover...

A content analysis of multinationals' Web communication strategies: cross-cultural research framework and pre-testing

Despite the growing trend toward the interactive medium, there would appear to be a lack of comprehensive research methodology for evaluating the degree of standardisation in multinational corporations' (MNCs') online communication strategies across differing cultures. The objective of this exploratory study is to construct a research framework for cross-cultural comparison of corporate Web pag...

An Automated Crisis Online Dispatcher

An experimental automated dialogue system that plays the role of a crisis hotline dispatcher is currently developed. Besides controlling the communication flow, this system is able to retrieve information about crisis situations from user’s input. It offers a natural user interaction by the ability to perceive and respond to human emotions. The system has an emotion recognizer that is able to r...