Abstract
An important part of Advanced Planning Systems are algorithms. When algorithms are applied, the task is automated as much as possible. However, the human that is supposed to use the algorithm is generally ignored during the development process. As a consequence, a prior investigation [...]Abstract
International audience; —This paper presents a study carried out within the context of Level 3 automated driving. It aims to characterize drivers takeover behaviour by exploring quantitative data related to the driver's performance (vehicle data) and qualitative data (user experience [...]Abstract
International audience; This text aims to present a study which deals with mental workload evaluation during task execution. It is focused on the Air Traffic Controllers working situation. In this document, we mainly introduce an experiment which has been conducted in a French En-Route [...]Abstract
International audience; One way to improve both capacity and safety in air traffic control (ATC) implies to assist the human operator, while he remains in the decision loop. Designing high performance tools requires a precise tuning in order to interface them efficiently and non-intrusively [...]Abstract
International audience; In this paper, we compare several machine learning methods on the problem of learning a model of the air traffic controller workload from historical data. This data is a collection of workload mesurements extracted from past sector operations and of ATC complexity [...]