A method for suggesting revisions to a document-under-analysis from a seed database, the seed database including a plurality of original texts each respectively associated with one of a plurality of final texts, the method for suggesting revisions including selecting a statement-under-analysis (“SUA”), selecting a first original text of the plurality of original texts, determining a first edit-type classification of the first original text with respect to its associated final text, generating a first similarity score for the first original text based on the first edit-type classification, the first similarity score representing a degree of similarity between the SUA and the first original text, selecting a second original text of the plurality of original texts, determining a second edit-type classification of the second original text with respect to its associated final text, generating a second similarity score for the second original text based on the second edit-type classification, the second similarity score representing a degree of similarity between the SUA and the second original text, selecting a candidate original text from one of the first original text and the second original text, and creating an edited SUA (“ESUA”) by modifying a copy of the first SUA consistent with a first candidate final text associated with the first candidate original text.

A method for suggesting revisions to a document-under-analysis from a seed database, the seed database including a plurality of original texts each respectively associated with one of a plurality of final texts, the method for suggesting revisions including selecting a statement-under-analysis (“SUA”), selecting a first original text of the plurality of original texts, determining a first edit-type classification of the first original text with respect to its associated final text, generating a first similarity score for the first original text based on the first edit-type classification, the first similarity score representing a degree of similarity between the SUA and the first original text, selecting a second original text of the plurality of original texts, determining a second edit-type classification of the second original text with respect to its associated final text, generating a second similarity score for the second original text based on the second edit-type classification, the second similarity score representing a degree of similarity between the SUA and the second original text, selecting a candidate original text from one of the first original text and the second original text, and creating an edited SUA (“ESUA”) by modifying a copy of the first SUA consistent with a first candidate final text associated with the first candidate original text.

A method and apparatus is disclosed that transmits a plug-in module to a web browser of a client computer. The web browser displays web content in a main window. The plug-in module, when activated, causes the web browser to display a user interface to a user of the client computer. The user interface is separate from the main window of the web browser, displays at least a portion of the web content, and is configured to enable the user to operate on the displayed at least a portion of the web content.

A method and apparatus is disclosed that transmits a plug-in module to a web browser of a client computer. The web browser displays web content in a main window. The plug-in module, when activated, causes the web browser to display a user interface to a user of the client computer. The user interface is separate from the main window of the web browser, displays at least a portion of the web content, and is configured to enable the user to operate on the displayed at least a portion of the web content.

A method and apparatus is disclosed that transmits a plug-in module to a web browser of a client computer. The web browser displays web content in a main window. The plug-in module, when activated, causes the web browser to display a user interface to a user of the client computer. The user interface is separate from the main window of the web browser, displays at least a portion of the web content, and is configured to enable the user to operate on the displayed at least a portion of the web content.

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.

Embodiments of the present disclosure provide methods, systems, apparatuses, and computer program products for sharing a shared interface and allowing participants to annotate the shared interface within a group-based communication system. A shared interface is shared by an interface sharing device to participating devices, which can then individually annotate the shared interface by creating interface annotations that then are shared on the shared interface by the interface sharing device. Such methods, systems, apparatuses, and computer program products provide for an efficient and effective method of advancing discussions among a group in a group-based communication system.

Embodiments of the present disclosure provide methods, systems, apparatuses, and computer program products for sharing a shared interface and allowing participants to annotate the shared interface within a group-based communication system. A shared interface is shared by an interface sharing device to participating devices, which can then individually annotate the shared interface by creating interface annotations that then are shared on the shared interface by the interface sharing device. Such methods, systems, apparatuses, and computer program products provide for an efficient and effective method of advancing discussions among a group in a group-based communication system.