The subject matter of this specification can be embodied in, among other things, a method that includes receiving two or more data sets each representing speech of a corresponding individual attending an internet-based social networking video conference session, decoding the received data sets to produce corresponding text for each individual attending the internet-based social networking video conference, and detecting characteristics of the session from a coalesced transcript produced from the decoded text of the attending individuals for providing context to the internet-based social networking video conference session.

A system, method, and computer-readable storage medium configured to facilitate user purpose in a computing architecture.

Computer program products, methods, systems, apparatus, and computing entities are provided for providing an enhanced media presentation. In one embodiment, an enhanced media presentation is provided. To provide the enhanced media presentation, one or more content items associated with subject matter associated with a segment of an enhanced media presentation are identified. Each content item may be associated with at least one uniform resource identifier. Then, a content object based at least in part on at least one content item is created. The content object is an abstract representation of the content item. The content object can be associated with the segment and provided for simultaneous displayed simultaneously with at least a portion of the segment.

An activity management system is configured to allow users to access multimedia content where the multimedia content is divided into segments. While a user is viewing or interacting with the multimedia content, the user can submit one or more activities (e.g., comments, questions, replies, or reactions) using an interface. The system is operable to electronically link the activity provided by the user with the particular segment of multimedia content in which the activity was captured by the system. The system is also configured to throttle the number of activities that are displayed to a user for any given segment based on (1) viewers linked to the user (e.g., groups, social media groups, etc.), (2) viewers that influence the user, (3) viewers selected by the user, (4) viewers that cause the user to be engaged with the multimedia content, and (5) a threshold number of activities set by the viewer or the system.

An activity management system is configured to allow users to access multimedia content where the multimedia content is divided into segments. While a user is viewing or interacting with the multimedia content, the user can submit one or more activities (e.g., comments, questions, replies, or reactions) using an interface. The system is operable to electronically link the activity provided by the user with the particular segment of multimedia content in which the activity was captured by the system. The system is also configured to throttle the number of activities that are displayed to a user for any given segment based on (1) viewers linked to the user (e.g., groups, social media groups, etc.), (2) viewers that influence the user, (3) viewers selected by the user, (4) viewers that cause the user to be engaged with the multimedia content, and (5) a threshold number of activities set by the viewer or the system.

An information processing apparatus includes a processor. The processor is programmed to: control a display to display a plurality of recognition results, each recognition result being a recognition result of a document, the document having a plurality of items and an entry field for each item, each recognition result being displayed for each corresponding item of the document; acquire a checking order for each item, the checking order being an order in which each of the displayed recognition results has been checked by a user viewing the displayed recognition results; and change a display order by using the acquired checking order, the display order being an order in which to display a subsequent set of recognition result.

Methods for automatically suggesting content items to an author of a digital page so that they can be added to the page. One embodiment comprises a method that includes opening a digital page in a digital page editor and launching a component browser that enables the viewing of a set of digital content items stored in a content repository. Textual information is extracted from the digital page and the digital assets contained in the page. This information is analyzed to identify words indicative of the page's subject matter. A query is generated based on the identified words and submitted to a search engine, which searches the repository for items related to the subject matter of the page. The content items identified by the search results are displayed to the author, who can select one of the items to add it to the page.

Methods and systems for automated language detection for domain names are disclosed. In some embodiments, a method for detecting a language of an Internationalized Domain Name (IDN) comprises receiving, by an I/O interface, a string of characters for the IDN; receiving training data, including a plurality of multi-gram analyses for a set of languages; analyzing, by a processor, the string of characters based on the training data, wherein the analyzing includes extracting a set of multi-grams from the string of characters and comparing the extracted set of multi-grams with the training data; detecting the language of the IDN based on results of the analyzing. In some embodiments, the method further comprises comparing the detected language of the IDN with a user selected language and using the IDN to generate a domain name, if the comparing indicates that the detected language of the IDN is consistent with the user selected language.

Systems and methods for purposeful computing are disclosed that, among other things, include enabling an operating system for connected computing configured for identification, evaluation, selection, and/or use of suitable to user purposes' resources to produce outcomes optimized to such purposes' fulfillment. Such resources populate a distributed resource ecosphere and have associated attributes that inform regarding resource suitability.

Systems and methods for purposeful computing are disclosed that, among other things, include enabling an operating system for connected computing configured for identification, evaluation, selection, and/or use of suitable to user purposes' resources to produce outcomes optimized to such purposes' fulfillment. Such resources populate a distributed resource ecosphere and have associated attributes that inform regarding resource suitability.