Internet of Things (IoT) technologies remain young and require software technologies to ensure data/information management among things in order to deliver more sophisticated services to their users. In particular, users of IOT-based technologies need the systems adapt to their use and not the reverse. To meet those requirements, we enriched our object oriented framework WOF (Wise Object Framework) with a communication structure to interconnect WOs (Wise Objects) and IoT. Things from IoT are then able to learn, monitor and analyze data in order to be able to adapt their behavior. In this paper, we recall the underlying concepts of our framework and then focus on the interconnection between WOs and IoT. This is provided through a software bus-based architecture and IoT related communication protocols. We designed a dedicated communication protocol for IoT objects. We show how IoT objects can be benefit from learning, monitoring and analysis mechanisms provided by WOF to identify common usage of a system and unusual behavior (habit change). We illustrate this through a particular case of home automation.