Abstract: A method and system for determining a user attention to a multimedia data element (MMDE) displayed in a web-page over a user computing device. The method includes generating, based on at least one sensory signal captured by at least one sensor communicatively connected to the computing device, at least one signature; querying, using the generated at least one signature, a deep-content-classification (DCC) system for at least one concept structure matching the received at least one sensory signal, wherein each of the at least one concept structure includes metadata associated with a plurality of signature reduced clusters representing MMDEs; identifying the metadata of the matching at least one concept structure; and analyzing the identified metadata to determine an attention of a user to the MMDE.

Abstract: A method and system for symbol-space based pattern compression is provided. The method includes identifying a plurality of combinations of symbols in an input sequence, each identified combination of symbols appearing in the input sequence above a predefined threshold, the input sequence having a first length; generating an output sequence having a second length by replacing each identified combination of symbols with a unique symbol, wherein each unique symbol is not a previously used symbol, wherein the second length is shorter than the first length; and storing the output sequence as a data layer.

Abstract: A system for generating a large-scale database of heterogeneous speech is provided. The system comprises a processor a plurality of independent computation cores configured to generate signatures of a plurality of speech segments; a large scale database configured to maintain a plurality of transcribed multimedia signals; a memory, the memory containing instructions that, when executed by the processor, configure the system to: randomly select a plurality of speech segments from the plurality of multimedia signals, wherein each speech segment of the plurality of speech segments is of a random length; provide the plurality of speech segments to the plurality of independent computation cores for generation of the signatures; collect the signatures from the plurality of independent computation cores; and populate the large-scale database with the plurality of signatures respective of the plurality of multimedia signals.

Abstract: A method and system for matching sequentially relevant content to at least one multimedia content item (MMCI) captured by a mobile device are provided. The method includes extracting at least one MMCI from the mobile device; generating a signature for the extracted at least one MMCI; matching the generated signature to a plurality of signatures of content items; and determining, based on the matching, at least one sequentially relevant content item.

Abstract: A method and system for identification of a deviation from a periodic behavior pattern in a sequence of multimedia content segments are provided. The system comprises receiving the sequence of multimedia content segments; generating at least one signature for each multimedia content segment of the sequence of multimedia content segments; comparing at least two signatures generated for at least two consecutive multimedia content segments to detect a periodic behavior pattern; upon detecting the periodic behavior pattern, comparing at least one signature generated for at least a subsequently received multimedia content segment to at least one signature representing the detected multimedia content segment to identify a deviation from the periodic behavior pattern; and upon identifying the deviation from the periodic behavior pattern, generating a notification with respect to the at least one deviation.

Abstract: A method and system for generating a large-scale database of heterogeneous speech are provided. The method includes transcribing a plurality of multimedia signals retrieved from a large text database and a speech database; randomly selecting a plurality of speech segments from the plurality of multimedia signals, wherein each speech segment of the plurality of speech segments is of a random length; generating a plurality of signatures based on the plurality of speech segments; and populating the large-scale database with the plurality of signatures respective of the plurality of multimedia signals.

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.

Abstract: A system and method for identifying advertisements for display in a multimedia content element. The method includes: partitioning the multimedia content element into a predefined number of portions; generating at least one signature for each portion of the multimedia content element; analyzing the at least one signature generated for each portion of the multimedia content element; identifying at least one attractive advertising area within the multimedia content element based on the signature analysis; and identifying at least one matching advertisement for the multimedia content element based on the generated at least one signature, wherein the at least one matching advertisement fits within the identified at least one attractive advertising area.

Abstract: A method and system for detection of common patterns within unstructured data elements. The method includes searching a plurality of unstructured data elements extracted from big data sources to identify a plurality of patches; extracting the identified plurality of patches; generating, by a signature generator system, at least one signature for each patch; identifying common patterns among the at least one generated signature; clustering the signatures having the identified common patterns; and correlating the generated clusters to identify associations between the respective identified common patterns.

Abstract: A method and system for matching sequentially relevant content to at least one multimedia content item (MMCI) captured by a mobile device are provided. The method comprises receiving from a mobile device the MMCI captured by at least one sensor of the mobile device; generating a signature for the captured MMCI; and matching at least one sequentially relevant content item respective of the signature of the captured MMCI.

Abstract: A system and method for matching an advertisement item to a multimedia content element based on sentiments. The method comprises: extracting at least one multimedia content element from a web-page requested for display on a user node; generating a signature for each of the at least one multimedia content element, wherein each signature represents a concept, wherein each concept is an abstract description of one of the at least one multimedia content element; correlating the concepts of the generated signatures to determine a context of the at least one multimedia content element, wherein the context indicates at least a brand sentiment; searching for at least one advertisement item based on the signatures and the context; and causing a display of the at least one advertisement item within a display area of the web-page.

Abstract: A method for associating a link to web content with a multimedia content element are provided. The method includes identifying at least one multimedia content element in a web-page; generating, by a signature generator system, a signature for the at least one multimedia content element, wherein the signature generator system includes a plurality of computational cores enabled to receive the multimedia content element and to generate a signature for at least a portion of the multimedia content element, each computational core having properties that are at least partly statistically independent of the other computational cores; matching the generated signature to signatures of web content existing on at least one web server to determine matching web content; determining a link to the matching web content; and modifying the at least one multimedia content by adding the link.

Abstract: A system and method for generating personalized channels of multimedia content are presented. The method comprises receiving a captured multimedia content from a user; generating a signature based on the captured multimedia content; searching for additional multimedia content that match the captured multimedia content based on the generated signature and at least one compared signature, wherein each compared signature of the at least one compared signature is associated with an additional multimedia content; and generating a personalized channel to be displayed on a web-browser of a user device, wherein the personalized channel comprises the captured multimedia content and at least one multimedia content of the additional multimedia content.

Abstract: A method and system for symbol-space based pattern compression is provided. The method includes identifying a plurality of combinations of symbols in an input sequence, each identified combination of symbols appearing in the input sequence above a predefined threshold, the input sequence having a first length; generating an output sequence having a second length by replacing each identified combination of symbols with a unique symbol, wherein each unique symbol is not a previously used symbol, wherein the second length is shorter than the first length; and storing the output sequence as a data layer.

Abstract: A method and system for detecting at least an advertising attractive area within a multimedia content element over which an advertisement item can be displayed. The method comprises extracting the multimedia content element from a web-page; partitioning the multimedia content element into a predefined number of portions; generating at least one signature for each portion of the multimedia content element; analyzing the at least one signature generated for each portion of the multimedia content elements; and identifying at least one attractive advertising area within the multimedia content element based on the signature analysis.

Abstract: A method for associating at least a link to an information resource with a multimedia content element. The method comprises identifying at least one multimedia content element in a web-page, wherein a uniform resource locator (URL) of the web-page is received from any one of a user device and a web server hosting the web-page; generating a signature for at least a portion of the at least one identified multimedia content element; determining at least a link to the at least a portion of the content respective of the generated signature; and providing the web-page with the at least a link respective of the signature of the at least a portion of the at least one multimedia content element to the user device.

Abstract: A system and method for matching an advertisement item to a multimedia content element. The method comprises: extracting at least one multimedia content element from a personalized multimedia content channel, the personalized multimedia content channel having at least one user, wherein multimedia content elements in the personalized multimedia content channel are customized for each user; generating at least one signature of the at least one multimedia content element; searching for at least one advertisement item respective of the at least one generated signature; and causing a display of the at least one advertisement item within a display area of a user node associated with a user of the personalized multimedia content channel.

Abstract: A method and system for embedding a code in a multimedia content item are provided. The method comprises identifying multimedia content elements existing in the multimedia content item; generating a new multimedia content element based on the identified existing multimedia content elements; and adding the at least one new multimedia content element to the multimedia content item.

Abstract: A system and method for identifying metadata for clothing artifacts that appear in multimedia content items are presented. The method includes generating at least one signature for a received multimedia content item; identifying at least one matching concept to the multimedia content item, wherein the identification is based on signature matching between the at least one generated signature and a plurality of concept signatures representing a concept; matching each concept signature to previously generated signatures associated with clothing artifacts; and identifying, for each clothing artifact signature, metadata associated with the clothing artifact signature.

Abstract: A system and method for monitoring a brand sentiment through a plurality of different web sources are provided. The method comprises receiving a request to monitor a brand; searching the plurality of web sources for multimedia content elements related to the brand; generating at least one signature for each multimedia content element determined to be related to the brand, wherein each of the at least one generated signatures represents a concept; and correlating the concepts respective of the generated signatures to determine a context of the multimedia content elements determined to be related to the brand, wherein the context is the brand sentiment.