| Sumario: | Multisensory monitoring and activity interpretation systems are being increasingly used as a suitable means to detect situations and make decisions in an intelligent manner. However, there is a lack of formalised processes that guide the stakeholders in their development. Most of the current proposals focus on the implementation and evaluation of low-level algorithms. In order to overcome this lack, a process called INT3-SDP that guides stakeholders in the development of systems capable of carrying out multisensory monitoring and INTerpretation of behaviours and situations for an INTelligent INTervention in complex and dynamic environments is described in this paper. In this work, it is described how INT3-SDP provides the analysts with the guidelines and models necessary for the description of the environment to be monitored and the sensors to be installed, as well as in the implementation of the software components that perform the monitoring and activity interpretation tasks. Moreover, a case study is also presented in order to illustrate how INT3-SDP is put into practice.
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