Monitoring and analyzing creation and usage of visual content using image and hotspot interaction
An MMR system includes an analytics module for monitoring and analyzing the creation and usage of visual content search. The analytics module is part of a MMR gateway and provides a mechanism for administrators to determine the usage patterns and other information about users of the MMR system. This information is fed back to other components of the MMR system to improve its operation. The analytics module comprises a monitoring module, a usage database, an access analysis module and a presentation module. The monitoring module is coupled to other components of the MMR gateway and collects information about retrieval request, image queries, context information and recognition results. The usage database stores the information collected by the monitoring module. The access analysis module performs queries on the usage database and analyzes the results. The output of the access analysis module is provided to the presentation module for presentation or output to other systems and users.
1. A method for monitoring and analyzing access to a matching unit, the method comprising:
monitoring access information data related to accessing the matching unit and capturing the access information data, the access information data including information captured from users capturing images and users interacting with matched images and corresponding hotspots;
storing the access information data;
analyzing the access information data by identifying relationships between the images and the user interaction, statistically summarizing the relationships according to factors, the factors including a time range and a location, and generating an analysis result that includes instructions for adjusting processing parameters of the matching unit to improve image recognition; and
outputting the analysis result to the matching unit.
2. The method of claim 1 wherein monitoring the access information data comprises monitoring a retrieval request received and processed by a gateway.
3. The method of claim 1 wherein monitoring the access information data comprises monitoring a request to at least index a new image or associating the hotspot with an indexed image.
4. The method of claim 1 wherein analyzing the access information data includes determining how retrieval performance affects user behavior.
5. The method of claim 1 wherein analyzing the access information data includes determining a location and a direction in which a user is traveling.
6. The method of claim 1 wherein analyzing the access information data includes determining a precise location on a document that is presented to and viewed by a user.
7. The method of claim 1 wherein analyzing the access information data includes performing correlation of data types in the access information data.
8. The method of claim 1 wherein outputting the analysis result includes initiating a secondary action based on the analysis result.
9. The method of claim 1 wherein outputting includes generating a report including the analysis result.
10. The method of claim 9 wherein the report is overlaid on an image or a map.
11. The method of claim 1 wherein outputting includes controlling the processing parameters of the matching unit using the analysis result including one from the group of modifying a recognition algorithm, an algorithm parameter, an indexing algorithm, a prediction module, an acquisition unit, an image registration unit, a dispatcher, a recognition unit, an index table and a gateway.
12. A system for monitoring and analyzing access to a matching unit, the system comprising:
a processor;
a monitoring module stored on a memory and executable by the processor, the monitoring module for monitoring and capturing access information data related to accessing the matching unit the access information data including information captured from users capturing images and users interacting with matched images and corresponding hotspots ;
a storage device for storing the access information data, the storage device coupled to the monitoring module;
an access analysis module for retrieving the access information data, analyzing the access information data by identifying relationships between the images and the user interaction, statistically summarizing the relationships according to factors, the factors including a time range and a location, and generating an analysis result that includes instructions for adjusting processing parameters of the matching unit to improve image recognition, the access analysis module coupled to the storage device; and
a presentation module coupled to the access analysis module, the presentation module for outputting the analysis result or outputting an action based on the analysis result to the matching unit.
13. The system of claim 12 wherein the access information data is about usage of the matching unit including retrieval requests and recognition results.
14. The system of claim 12 wherein the access information data includes indexing information, addition of hotspot data and hotspot association information.
15. The system of claim 12 wherein the storage device is a relational database.
16. The system of claim 12 wherein the access analysis module produces the analysis result by correlating and comparing the access information data.
17. The system of claim 12 further comprising a content detection module coupled to receive the access information data, the content detection module detecting content within the access information data and generating metadata, the content detection module coupled to provide the metadata to the monitoring module.
18. The system of claim 12 wherein the access information data further includes query information, user information, context information, interaction information and retrieval results and the monitoring module is coupled to a server, a dispatcher and a hotspot database to receive the access information data.
19. The system of claim 12 wherein the access information data includes images, metadata, indexing results and hotspot association information and the monitoring module is coupled to a publisher, an indexing unit and a hotspot database to receive the access information data.
20. The system of claim 12 wherein the access analysis module performs correlation of data types in the access information data.
21. The system of claim 12 wherein the presentation module combines the analysis result with one from the group of a recognition result image and a map image.