Abstract: Ingesting large quantities of data in a secure manner can be problematic, particularly processing types of data streams to determine the content of the data stream. As provided herein, a context associated with the data stream can be ascertained by mapping the content of data stream using contextual maps. The content and context can then be further processed in order to generate appropriate responses. In addition, obfuscation can be applied to the content such that the original content is lost while the contextual meaning associated with the content is maintained. In this way, an understanding can persist of the original content without retaining the underlying raw data.

Abstract: The vehicle interior deodorizer may comprise a deodorizing device for deodorizing the interior of a vehicle and a method of using the deodorizing device. During a treatment cycle, the deodorizing device may release a chemical tablet into a cup holding water after an evacuation interval. The chemical tablet may dissolve in the water, creating a deodorizing solution. A bubbler mechanism may de-gas the deodorizing solution and may force deodorizing gas out of the deodorizing device such that the deodorizing gas may saturate the interior of the vehicle during a treatment interval. The bubbler mechanism may quiesce during a dissipation interval such that the deodorizing gas may abate. The vehicle may be opened and aired out to complete the treatment cycle.

Abstract: Ingesting large quantities of data in a secure manner can be problematic, particularly processing types of data streams to determine the content of the data stream. As provided herein, a context associated with the data stream can be ascertained by mapping the content of data stream using contextual maps. The content and context can then be further processed in order to generate appropriate responses. In addition, obfuscation can be applied to the content such that the original content is lost while the contextual meaning associated with the content is maintained. In this way, an understanding can persist of the original content without retaining the underlying raw data.

Abstract: A method for data filtering that identifies a topic of interest for a user and individual sub-topics within the topic the user could be, or is, interested in. A three-dimensional map depicting a topic of interest containing markers for the sub-topics is created and used to specify a level of detail about the user's interest in the sub-topics that can be shared to or used by an external source.

Abstract: A method for data filtering that identifies a topic of interest for a user and individual sub-topics within the topic the user could be, or is, interested in. A three-dimensional map depicting a topic of interest containing markers for the sub-topics is created and used to specify a level of detail about the user's interest in the sub-topics that can be shared to or used by an external source.