Eye tracking data representation and visualization : on information and communication studies at CETAC.MEDIA

Eye tracking has become a preponderant technique in the evaluation of user interaction and behaviour with study objects in defined contexts. Common eye tracking related data representation techniques offer valuable input regarding user interaction and eye gaze behaviour, namely through fixations and saccades measurement. However, these and other techniques may be insufficient for the representation of acquired data in specific studies, namely because of the complexity of the study object being analysed. This paper intends to contribute with a summary of data representation and information visualization techniques used in data analysis within different contexts (advertising, websites, television news and video games). Additionally, several methodological approaches are presented in this paper, which resulted from several studies developed and under development at CETAC.MEDIA - Communication Sciences and Technologies Research Centre. In the studies described, traditional data representation techniques were insufficient. As a result, new approaches were necessary and therefore, new forms of representing data, based on common techniques were developed with the objective of improving communication and information strategies. In each of these studies, a brief summary of the contribution to their respective area will be presented, as well as the data representation techniques used and some of the acquired results.

Importância da formação modular certificada em diferentes papéis de vida : perceções de adultos em formação num centro de novas oportunidades

Em Portugal, os Centros de Novas Oportunidades (CNO), com o processo de reconhecimento, validação e certificação de competências (RVCC) e a formação modular certificada, têm assumido um papel de destaque no quadro da aprendizagem ao longo da vida. Com o objetivo de avaliar a importância atribuída por adultos, em formação num CNO, à formação modular certificada (FMC), foi realizado um estudo com adultos (N=28), desempregados, beneficiários de rendimento social de inserção (RSI) e encaminhados pelo Instituto do Emprego e da Formação Profissional, para um processo de certificação, na área das Tecnologias de Informação e Comunicação (TIC), no CNO de uma escola secundária em Vila Nova de Gaia. Foi usada a técnica do questionário para avaliar as percepções acerca da importância da formação em diferentes papéis de vida. Para a análise estatística, utilizamos o “Statistical Package for the Social Sciences” (SPSS - versão 19.0). A amostra foi constituída por 28 indivíduos, dos quais 19 são do sexo masculino, maioritariamente com idades entre os 55 e 64 anos, com o 4.º ano de escolaridade, casados e com 2 filhos. Colocamos como hipóteses haver diferenças na valorização da formação ao nível da dimensão pessoal, familiar e profissional, entre o início e o fim da formação. Verificámos que existem diferenças na valorização da formação naquelas dimensões da existência dos sujeitos. Refletimos sobre os resultados em face da pesquisa teórica efetuada. Por fim, apresentamos as limitações deste trabalho e pistas para futuros estudos.

Identification of resilience factors in rail engineering work

This paper discusses an ongoing project that aims at improving the potential for resilience of a system responsible for the planning of rail engineering work delivery. It focuses on the use of a human factors based approach as a way to achieve this end. In particular, the paper discusses the initial data collected by means of interviews and how this process gave way to a two fold goal: Understanding how the planning process works in reality and identifying any critical aspects of the system from a Resilience Engineering perspective. Given the nature of the process under study, information flows and communication issues have been given particular attention throughout the data collection and analysis stages. Initial data confirms that the planning process is greatly reliant on the capability of people using their knowledge and skills to communicate in a dynamic informational environment. Finally, the added value of the interviews is discussed from a human factors perspective and as a mean towards the aim of better understanding resilience in rail engineering planning.

Resilience in rail engineering work

This paper discusses an ongoing project that aims at improving the potential for resilience of a system responsible for the planning of rail engineering work delivery. This is being addressed by means of a methodology based on the observation and analysis of “real” planning activities, using resilience engineering concepts as a background. Interviews with planners have been carried out to provide an overview of the planning process and steer more in-depth investigation. Analysis of historic information and observation of planners’ main activities is underway. Given the nature of the process under study, information flows and communication issues have been given particular attention throughout the data collection and analysis stages. Initial data confirms that the planning process is greatly reliant on the capability of people using their knowledge and skills to communicate in a dynamic informational environment. Evidence was found of communication breakdowns at the boundaries of different planning levels and teams. The fact that the process is divided amongst several different areas of the organisation, often with different goals and needs, creates potential sources of conflict and tension.