System and method for caching of concept structures
A method and system for caching concept structures in a cache memory of a computing device are provided. The method includes collecting metadata related to the user of the computing device; fetching at least one concept structure that matches the collected metadata, wherein each concept structure comprises a concept metadata; and, storing the at least one fetched concept structures in the cache memory, such that responsive to a request to analyze at least one multimedia content element, a cached concept structure matching the at least one multimedia content element is provided.
1. A method for caching concept structures in a cache memory of a computing device, comprising:
collecting metadata related to a user of the computing device;
fetching at least one concept structure that matches the collected metadata, wherein each concept structure comprises a concept metadata; and
storing the at least one fetched concept structure in the cache memory such that, responsive to a request to analyze at least one multimedia content element, a cached concept structure matching the at least one multimedia content element is provided.
2. The method of claim 1 , wherein the metadata is collected by at least one sensor of the computing device.
3. The method of claim 1 , wherein the metadata is at least one of: demographic information related to the user, a user's experience, content viewed by the user, and content stored in the computing device by the user.
4. The method of claim 1 , wherein the at least one concept structure is fetched from at least one of: a deep content classification system, and a data storage.
5. The method of claim 1 , wherein analyzing the at least one multimedia content element further comprises:
identifying cached concept structures that match metadata associated with the at least one multimedia content element.
6. The method of claim 5 , wherein analyzing the at least one multimedia content element further comprising:
generating a signature to the at least one multimedia content element; and
matching the generated signature to signatures representing the cached concept structures.
7. The method of claim 1 , wherein the multimedia content element is at least one of: an image, graphics, a video stream, a video clip, an audio stream, an audio clip, a video frame, a photograph, images of signals, medical signals, geophysical signals, subsonic signals, supersonic signals, electromagnetic signals, and infrared signals.
8. The method of claim 1 , wherein the method is performed locally by the computing device.
9. The method of claim 1 , wherein each concept structure includes a plurality of signature-reduced clusters and associated metadata.
10. A non-transitory computer readable medium having stored thereon instructions for causing a processing circuitry to perform a process, the process comprising:
collecting metadata related to a user of the computing device;
fetching at least one concept structure that matches the collected metadata, wherein each concept structure comprises a concept metadata; and
storing the at least one fetched concept structure in the cache memory such that, responsive to a request to analyze at least one multimedia content element, a cached concept structure matching the at least one multimedia content element is provided.
11. A system for caching concept structures in a cache memory of a computing device, comprising:
a processing circuitry; and
a memory connected to the processing circuitry, the memory containing instructions that when executed by the processing circuitry configure the system to:
collect metadata related to a user of the computing device;
fetch at least one concept structure that matches the collected metadata, wherein each concept structure comprises a concept metadata; and
store the at least one fetched concept structure in the cache memory such that, responsive to a request to analyze at least one multimedia content element, cached concept structure matching the at least one multimedia content element is provided.
12. The system of claim 11 , wherein the metadata is collected by at least one sensor of the computing device.
13. The system of claim 11 , wherein the metadata is at least one of: demographic information related to the user, user's experience, content viewed by the user, and content stored in the computing device.
14. The system of claim 11 , wherein the at least one concept structure is fetched from at least one of: a deep content classification system, and a data storage.
15. The system of claim 11 , wherein the system is further configured to:
identify cached concept structures that match metadata associated with the at least one multimedia content element.
16. The system of claim 15 , wherein the system is further configured to:
generate a signature to the at least one multimedia content element; and
match the generated signature to signatures representing the cached concept structures.
17. The system of claim 11 , wherein the multimedia content element is at least one of: an image, graphics, a video stream, a video clip, an audio stream, an audio clip, a video frame, a photograph, images of signals, medical signals, geophysical signals, subsonic signals, supersonic signals, electromagnetic signals, and infrared signals.
18. The system of claim 11 , wherein each concept structure includes a plurality of signature-reduced clusters and associated metadata.