[en] This article draws the history of the understanding of radioactivity by the scientific community. The different speculations made by scientists to explain this new phenomenon are reviewed. We see how the study, the interpretation, the collecting of results from relevant experiments, helped physicists to build a consistent and global view of atomic structure and radioactivity. (A.C.)