Examples herein disclose obtaining regions of digital content and determining a correlation measurement between the multiple regions of digital content adjacently located to each other. The examples disclose identifying a breakpoint in the digital content based on the determined correlation measurement.

A device implementable in a website design program includes a component based version comparer to compare at least two versions of a website, the at least two versions having components in a set of hierarchies and to generate a difference tree representing the differences in the components between the at least two versions of the same website, where the version comparer preprocesses the components in each single version of the at least two versions of the website to determine at least one of internal geometric, semantic, content and attribute relationships before comparing the components and the relationships between the at least two versions of the website using at least one of semantic, geometrical, content and attribute analysis. The device also includes a version merger to create an integrated version of the two versions of the website based on the difference tree.

An example method involves (i) accessing first data representing text, wherein the text defines at least one position representing a particular type of grammatical break between two portions of the text; (ii) identifying, from among the at least one position, a position that is closest to a target position within the text; (iii) based on the identified position within the text, generating second data that represents a proper subset of the text, wherein the proper subset extends from an initial position within the text to the identified position within the text; and (iv) providing output based on the generated second data.

A content management system is disclosed. The system includes at least one server, non-transitory storage, documents, entity-specific section weights, and entity-specific review thresholds. The system further includes at least two client computer systems that enable a user to access a document for at least one of review or modification. The system will, in response to receipt of an indication that changes have been made to one or more sections of a document, A) determine a change value indicative of a quantity of changes made within each section, B) calculate an entity-specific provenance value by multiplying, on a section basis, the change value within each section by the assigned entity-specific weight value for each section, to produce an entity-specific section value for each section, and then summing the entity-specific section values; and C) when any entity-specific provenance value satisfies a review threshold value, to construct and send a review notification.

A method for conducting a communications session comprising: displaying, by a client device, a communications interface including a first canvas, a second canvas, and a content browser, wherein: the first canvas is arranged to display a media stream, the second canvas is arranged to display a sequence of content items provided by a communications system, and the content browser is arranged to display identifiers for one or more document files that are associated with the communications session; detecting a first input that selects a document file from the content browser; in response to the first input, transmitting, from the client device to the communications system, an instruction to provide a new sequence of content items that corresponds to the document file; and displaying the new sequence of content items in the second canvas, wherein each content item in the new sequence is generated by converting a different portion of the document file from a document format to another format, wherein at least one of the document files identified in the content browser is associated with the communications session before the communications session is started, and the content browser is displayed during the communications session.

One embodiment includes an apparatus, with materials having a text sub file with texts, an illustration sub file with illustrations, and a logic sub file with instructions for presenting at least a part of the materials. One embodiment includes materials with a logic sub file that can analyze an attribute of, and provide a response to, a user. Another embodiment is applicable to apparatus and methods using a limited voice recognition dictionary at least tailored for a piece of materials that includes illustrations. The piece of materials includes instructions. The another embodiment can also use a limited image dictionary. The apparatus can include a headset, and the illustrations can include a piece of audio. The apparatus can be implemented in a vehicle.

One embodiment includes an apparatus, with materials having a text sub file with texts, an illustration sub file with illustrations, and a logic sub file with instructions for presenting at least a part of the materials. One embodiment includes materials with a logic sub file that can analyze an attribute of, and provide a response to, a user. Another embodiment is applicable to apparatus and methods using a limited voice recognition dictionary at least tailored for a piece of materials that includes illustrations. The piece of materials includes instructions. The another embodiment can also use a limited image dictionary. The apparatus can include a headset, and the illustrations can include a piece of audio. The apparatus can be implemented in a vehicle.

The present disclosure is directed toward systems and methods that efficiently and effectively generate an enhanced document image of a displayed document in an image frame captured from a live image feed. For example, systems and methods described herein apply a document enhancement process to a displayed document in an image frame that result in an enhanced document image that is cropped, rectified, un-shadowed, and with dark text against a mostly white background. Additionally, systems and method described herein determine whether a stored digital content item includes a displayed document. In response to determining that a stored digital content item does include a displayed document, systems and methods described herein generate an enhanced document image of a displayed document included in the stored digital content item.

A chat-based persistent messaging platform that can seamlessly convert messages from different modalities (e.g., email clients and text message clients) into persistent messages and vice versa is described herein. The platform can include a parsing processor to convert messages into standard format data. A message classifier can process the standard format data into different subcomponents. These subcomponents can be translated into persistent messaging content via one or more content processing engines. The persistent messaging content can be converted into a persistent message via the parsing processor. The message classifier can also add messages into a persistent thread so that message history between two or more users can be maintained in perpetuity.

A chat-based persistent messaging platform that can seamlessly convert messages from different modalities (e.g., email clients and text message clients) into persistent messages and vice versa is described herein. The platform can include a parsing processor to convert messages into standard format data. A message classifier can process the standard format data into different subcomponents. These subcomponents can be translated into persistent messaging content via one or more content processing engines. The persistent messaging content can be converted into a persistent message via the parsing processor. The message classifier can also add messages into a persistent thread so that message history between two or more users can be maintained in perpetuity.