Abstract: A method for personalized browsing by using a remote device, includes: displaying a page associated with at least one user; identifying one or more navigable elements on the displayed page; creating one or more categories of the one or more navigable elements; classifying the one or more navigable elements based on at least one category of the one or more categories; generating hybrid blocks based on a category of the one or more navigable elements and user profile data; performing a content similarity check between the hybrid blocks; creating a relevance matrix based on pre-defined context parameters and the content similarity check; and navigating to an element of interest based on the relevance matrix and the hybrid block.

Abstract: A method to adaptively predict non-default actions against unstructured utterances by an automated assistant operating in a computing-system is provided. The method includes extracting voice-features based on receiving an input utterance from at-least one speaker by an automatic speech recognition (ASR) device, identifying the input utterance as an unstructured utterance based on the extracted voice-features and a mapping between the input utterance with one or more default actions as drawn by the ASR, obtaining at least one probable action to be performed in response to the unstructured utterance through a dynamic bayesian network (DBN). The method further includes providing the at least one probable action obtained by the DBN to the speaker in an order of the posterior probability with respect to each action.

Abstract: A method to adaptively predict non-default actions against unstructured utterances by an automated assistant operating in a computing-system is provided. The method includes extracting voice-features based on receiving an input utterance from at-least one speaker by an automatic speech recognition (ASR) device, identifying the input utterance as an unstructured utterance based on the extracted voice-features and a mapping between the input utterance with one or more default actions as drawn by the ASR, obtaining at least one probable action to be performed in response to the unstructured utterance through a dynamic bayesian network (DBN). The method further includes providing the at least one probable action obtained by the DBN to the speaker in an order of the posterior probability with respect to each action.

Abstract: A method and a system for rendering a web page free of inappropriate URLs include parsing a web page to identify a plurality of Universal Resource Locators (URLs) within the web page. Further, the method includes preloading the plurality of URLs identified and detecting the URLs having inappropriate content. Furthermore, the method includes rendering a web page free of the inappropriate URLs.

Abstract: A method and an electronic device for displaying a webpage are provided. The method includes receiving, via a web browser, a request to open the webpage corresponding to a main web Uniform Resource Locator (URL), retrieving sub resource information that is pre-stored at a local location that is mapped to a parameter of the requested webpage, and requesting for sub resource content, based on the retrieved sub resource information. The method further includes receiving the requested sub resource content, and displaying the web page on the web browser, based on the received sub resource content and a main resource content.

Abstract: A method and an apparatus for processing multimedia content are provided. The electronic apparatus is configured for integrally displaying on a browser media interface at least one multimedia content included in at least one web page. The method includes receiving a first user input for selecting at least one multimedia content included in at least one web page through a browser, determining, from among the selected at least one multimedia content based on the first user input, at least one multimedia content renderable by a browser media interface that integrates and renders the selected at least one multimedia content, and displaying, on the browser media interface, the determined at least one multimedia content. The browser media interface overlaps and is displayed on the browser.

Abstract: A method and a system for rendering a web page free of inappropriate URLs include parsing a web page to identify a plurality of Universal Resource Locators (URLs) within the web page. Further, the method includes preloading the plurality of URLs identified and detecting the URLs having inappropriate content. Furthermore, the method includes rendering a web page free of the inappropriate URLs.