Apparatus and method for determining user attention using a deep-content-classification (DCC) system
First Claim
1. A method for determining a user attention to at least one multimedia data element (MMDE) displayed in a web-page over a user computing device, comprising:
- receiving a request to determine the user attention, wherein the request includes at least the web-page and an identification of the at least one MMDE in the web-page;
receiving at least one sensory signal captured by at least one sensor connected to the user computing device;
querying a deep-content-classification (DCC) system to find a match between at least one concept structure and the received sensory signal, wherein the at least one concept structure includes a plurality of metadata associated with reduced clusters of MMDEs, the clusters represented by a compressed number of signatures;
receiving a first set of metadata related to the at least one matched concept structure;
analyzing the returned set of metadata to determine the user attention with respect to the at least one MMDE; and
associating the at least one MMDE with the determined user attention.
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Accused Products
Abstract
A method for determining a user attention to at least one multimedia data element (MMDE) displayed in a web-page over a user computing device. The method comprises receiving a request to determine the user attention, wherein the request includes at least the web-page and an identification of the at least one MMDE in the web-page; receiving at least one sensory signal captured by at least one sensor connected to the user computing device; querying a deep-content-classification (DCC) system to find a match between at least one concept structure and the received sensory signal; receiving a first set of metadata related to the at least one matched concept structure; analyzing the returned set of metadata to determine the user attention with respect to the at least one MMDE; and associating the at least one MMDE with the determined user attention.
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Citations
18 Claims
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1. A method for determining a user attention to at least one multimedia data element (MMDE) displayed in a web-page over a user computing device, comprising:
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receiving a request to determine the user attention, wherein the request includes at least the web-page and an identification of the at least one MMDE in the web-page; receiving at least one sensory signal captured by at least one sensor connected to the user computing device; querying a deep-content-classification (DCC) system to find a match between at least one concept structure and the received sensory signal, wherein the at least one concept structure includes a plurality of metadata associated with reduced clusters of MMDEs, the clusters represented by a compressed number of signatures; receiving a first set of metadata related to the at least one matched concept structure; analyzing the returned set of metadata to determine the user attention with respect to the at least one MMDE; and associating the at least one MMDE with the determined user attention. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A system for determining a user attention to at least one multimedia data element (MMDE) displayed in a web-page over a user computing device, comprising:
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an interface to a network for receiving a request to determine the user attention, wherein the request includes at least the web-page and an identification of the at least one MMDE in the web-page for receiving at least one sensory signal captured by at least one sensor connected to the user computing device; a processor; and a memory connected to the processor, the memory contains instructions that when executed by the processor, the system is configured to; query a deep-content-classification (DCC) system to find a match between at least one concept structure and the received sensory signal, wherein the at least one concept structure includes a plurality of metadata associated with reduced clusters of the MMDEs, the clusters represented by a compressed number of signatures; receive a first set of metadata related to the at least one matched concept structure; analyze the returned set of metadata to determine the user attention with respect to the at least one MMDE; and associate the at least one MMDE with the determined user attention. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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Specification