Abstract: A system for providing automated and domain specific contextual processing for context based verification may classify a plurality of extracted parameters from a set of digitized training document to assign a document similarity score with respect to a set of reference documents. The system may automatically detect a domain for the set of digitized training documents based on the document similarity score. The system may load a domain based neural model for the detected domain to generate a plurality of pre-defined contextual parameters. The system may receive a set of input documents and perform a contextual processing of the received set of documents based on the pre-defined contextual parameters to obtain an output in form of a plurality of filtered snippets, each bearing a corresponding rank. The context based verification may be performed based on the plurality of filtered snippets and the corresponding rank.

Abstract: A system and method for automating and improving data extraction from a variety of document types, including both unstructured, structured, and nested content, is disclosed. The system and method incorporate an intelligent machine learning model that is designed to intelligently identify chunks of text, map the fields in the document, and extract multi-record values. The system is designed to operate with little to no human intervention, while offering significant gains in accuracy, data visualization, and efficiency. The architecture applies customized techniques including density-based adaptive text clustering, tabular data extraction based on hierarchical intelligent keyword searches, and natural language processing-based field value selection.

Abstract: A system and method for automating and improving data extraction from a variety of document types, including both unstructured, structured, and nested content, is disclosed. The system and method incorporate an intelligent machine learning model that is designed to intelligently identify chunks of text, map the fields in the document, and extract multi-record values. The system is designed to operate with little to no human intervention, while offering significant gains in accuracy, data visualization, and efficiency. The architecture applies customized techniques including density-based adaptive text clustering, tabular data extraction based on hierarchical intelligent keyword searches, and natural language processing-based field value selection.

Abstract: A system for providing automated and domain specific contextual processing for context based verification may classify a plurality of extracted parameters from a set of digitized training document to assign a document similarity score with respect to a set of reference documents. The system may automatically detect a domain for the set of digitized training documents based on the document similarity score. The system may load a domain based neural model for the detected domain to generate a plurality of pre-defined contextual parameters. The system may receive a set of input documents and perform a contextual processing of the received set of documents based on the pre-defined contextual parameters to obtain an output in form of a plurality of filtered snippets, each bearing a corresponding rank. The context based verification may be performed based on the plurality of filtered snippets and the corresponding rank.

Abstract: A learning management system and method displays corresponding learning environments for delivery of instructional material to a plurality of geographically dispersed remote student workstations located in a plurality of regions after the learning system authenticates a corresponding plurality of students at the plurality of geographically dispersed remote student workstations. Each learning environment displays a user interface on a respective remote student workstation located in one region of the plurality of regions. At least one region profile stores information specifying a rule associated with communication of information between a first region and another second region. Messages are communicated amongst the geographically dispersed remote student workstations located in the plurality of regions in accordance with the region profile.

Abstract: A learning management system and method displays a learning environment for delivery of instructional material to a remote student workstation student after authenticating a student at the remote student workstation. The learning environment displays a user interface to the student on the remote student workstation used to interact with an instructional material when the student enters into a learning session associated with a course when messages are communicated to and from the student. Communicated messages with the student are monitored to determine whether a message contains an unauthorized content and upon detection of an unauthorized content, an alert message is transmitted, for example, to an student associated with the course or to the student.

Abstract: A learning management system and method displays corresponding learning environments for delivery of instructional material to a plurality of geographically dispersed remote student workstations located in a plurality of regions after the learning system authenticates a corresponding plurality of students at the plurality of geographically dispersed remote student workstations. Each learning environment displays a user interface on a respective remote student workstation located in one region of the plurality of regions. At least one region profile stores information specifying a rule associated with communication of information between a first region and another second region. Messages are communicated amongst the geographically dispersed remote student workstations located in the plurality of regions in accordance with the region profile.

Abstract: A learning management system and method that deliver instructional materials to a student stores electronic addresses for a plurality of contacts associated with the student. The student is associated with a set of student's contacts comprising at least one student-selected contact and at least one mandatory contact. A student-selected contact comprises a contact designated by the student to be in the set of student's contacts and a mandatory contact comprises a contact that is not designated by the student to be in the set of student's contacts. A user interface is provided that enables the student to select between communication of messages with the student-selected contact and the mandatory contact.

Abstract: A learning management system and method delivers an instructional material to a student workstation after authenticating an student's entry into a learning session that is associated with a plurality of contacts. Stored electronic addresses in a database include a first electronic address that is associated with a first contact and a second electronic address that is associated with a second contact. The first contact is associated with the learning session and the second contact is not associated with the learning session.

Abstract: An apparatus comprising a plurality of entities associated with a network element (NE), wherein the entities are associated with each other in a hierarchical architecture, wherein each entity is assigned an Access Identifiers (AID), and wherein each AID comprises a prefix that indicates a type for the corresponding entity and a numerical field that indicates the association between the corresponding entities and the remaining entities. Also disclosed is an apparatus comprising at least one processor configured to implement a method comprising assigning an AID to each of a plurality of NE entities having a hierarchical relationship, wherein the AID comprises a prefix comprising no more than about five characters and a numerical string consisting essentially of numbers, and managing the NE entities using the AIDs.

Abstract: A modular sensor assembly for performing measurement or calibration is disclosed, comprising a sensing module comprising a threaded spigot, a first slip ring conductive track, and a second slip ring conductive track; a base module comprising a threaded receptacle, a first conductor, and a second conductor; wherein the sensing module is detachably mounted to the base module by rotating the threaded spigot into the threaded receptacle thereby forming a first electrical connection between the first slip ring conductive track and the first conductor, and a second electrical connection between the second slip ring conductive track and the second conductor.

Abstract: An apparatus comprising a plurality of entities associated with a network element (NE), wherein the entities are associated with each other in a hierarchical architecture, wherein each entity is assigned an Access Identifiers (AID), and wherein each AID comprises a prefix that indicates a type for the corresponding entity and a numerical field that indicates the association between the corresponding entities and the remaining entities. Also disclosed is an apparatus comprising at least one processor configured to implement a method comprising assigning an AID to each of a plurality of NE entities having a hierarchical relationship, wherein the AID comprises a prefix comprising no more than about five characters and a numerical string consisting essentially of numbers, and managing the NE entities using the AIDs.

Abstract: A modular sensor assembly for performing measurement or calibration is disclosed, comprising a sensing module comprising a threaded spigot, a first slip ring conductive track, and a second slip ring conductive track; a base module comprising a threaded receptacle, a first conductor, and a second conductor; wherein the sensing module is detachably mounted to the base module by rotating the threaded spigot into the threaded receptacle thereby forming a first electrical connection between the first slip ring conductive track and the first conductor, and a second electrical connection between the second slip ring conductive track and the second conductor.

Abstract: A device adapted for attachment to a thermal processing furnace, the device includes a housing having first and second openings with a chamber located therebetween, the second opening is operatively connected to a thermal processing furnace and in communication with the thermal processing furnace for receiving a thermal process generating gas stream containing combustibles from the thermal processing furnace, a gas supply assembly located within the chamber for supplying a heated oxygen-containing gas at a temperature and velocity sufficient to mix the combustibles and the oxygen-containing gas to oxidize the combustibles into harmless byproducts.