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Cameras have also been installed on public transport in the hope of deterring crime. A more open question is whether most CCTV is cost effective. While low quality domestic kits are cheap the professional installation and maintenance of high definition CCTV is expensive. Gill and Spriggs did a Cost effectiveness analysis CEA of CCTV in crime prevention that showed little monetary saving with the installation of CCTV as most of the crimes prevented resulted in little monetary loss. Critics however noted that benefits of non monetary value cannot be captured in a traditional Cost Effectiveness Analysis and were omitted from their study. A 2008 Report by UK Police Chiefs concluded that only 3% of crimes were solved by CCTV.

 

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g. , a live video feed received from a video source 501 e. g. , including a camera 118 or 106 and an optional controller device and/or audio information received from one or more smart devices in real time to identify and categorize events occurring in the smart home environment, and sends real time event alerts and a refreshed event timeline to a client device 220 associated with a reviewer account for the smart home environment. The data processing pipeline also processes stored information such as stored video feeds from a video source 501 to reevaluate and/or re categorize events as necessary, such as when new information is obtained regarding the event and/or when new information is obtained regarding event categories e. g. , games, social network applications, smart home applications, and/or other web or non web based applications for controlling devices e. g. , executing commands, sending commands, and/or configuring settings of the smart device 204 and/or other client/electronic devices, and for reviewing data captured by devices e. g. , device status and settings, captured data, or other information regarding the smart device 204 and/or other client/electronic devices;a device side module 432, which provides device side functionalities for device control, data processing and data review, including but not limited to: a command receiving module 4320 for receiving, forwarding, and/or executing instructions and control commands e.