Recent studies in HCI and CSCW have defined "appropriation" as a natural interaction between users and technology. To study appropriation, we propose to employ a user collaborative system that collects creative uses as processes of appropriation. To build the system, we first investigate how to frame creative uses and then demonstrate item-function-picture framework to effectively represent user processes of appropriation.