43 results about "Context dynamics" patented technology

The invention discloses a Chinese named entity recognition method based on BERT-BiGRU-CRF. The method comprises three stages: in the first stage, preprocessing mass text corpora, and pre-training a BERT language model; in the second stage, preprocessing the named entity recognition corpus, and encoding the named entity recognition corpus through the trained BERT language model; and at the third stage, inputting the encoded corpus into a BiGRU+CRF model for training, and performing named entity recognition on the to-be-recognized statement by using the trained model. Construction of the Chinesenamed entity recognition method based on BERT-BiGRU-CRF is carried out, semantic representation of characters is enhanced through a BERT pre-training language model, semantic vectors are dynamicallygenerated according to contexts of the characters, and the ambiguity of the characters is effectively represented. Compared with a method based on fine tuning of a language model, the method has the advantages that training parameters are reduced, and the training time is saved.

Systems and methods utilize a display to provide universal remote control functionality. A menu of options appears on a display of a display device. A user can navigate the various options to control devices that are separate from the display device. The menu may be dynamically configured according to the context in which the display device is being used. The menu may be activated using a remote control device or other device and the menu may include options for controlling one or more devices that are absent from the remote control device.

A dynamic collaboration assistant application for use in a computing system including a terminal connected to a server. The dynamic collaboration assistant application includes a collaborative gateway application for generating a collaborative gateway GUI on the terminal. A context listener module located on the terminal is used to continuously monitor a context in which a user is using the terminal. A context translator module analyzes the context message and dynamically adjusts the display of the plurality of collaboration applications in the collaborative gateway GUI as a function of the context in which the user is using the terminal.

The invention belongs to the technical field of the natural language processing of computers, in particular to a construction and utilization method for a context-aware dynamic word or character vector on the basis of deep learning. The dynamic construction method for the context-aware dynamic word or character vector on the basis of the deep learning comprises the following steps of: in massive texts, through an unsupervised learning method, simultaneously learning a global feature vector of a word or character and the feature vector representation of the global feature vector when a specific context appears, and combining the global feature vector with the context feature vector, and dynamically generating word or character vector representation. By use of the method, the word or character vector dynamically constructed on the basis of the context can be applied to a natural language processing system. The method is mainly used for solving a problem that the word or character vector expresses different meanings in different contexts, i.e. the problem that one word or one character has multiple meanings can be solved. The dynamic word or character vector can be used for obviously improving the performance of various natural language processing tasks of different languages, wherein the tasks comprise Chinese word segmentation, part-of-speech tagging, naming recognition, grammatical analysis, semantic role tagging, sentiment analysis, text classification, machine translation and the like.

A system and method are described herein that provide for dynamically controlling a chart visualized in a user interface by turning business objects visualized in the chart into clickable action buttons to trigger corresponding business actions. Business objects are retrieved from a backend server and displayed as visual representations in a chart rendered in a calendar application user interface. A user clicking or tapping a visual representation in the chart triggers a corresponding predefined action that has been customized in the connected system or backend server and is dynamically assigned to the chart control based on the business context of the calendar application.

Methods and systems to dynamically reconfigure an instance of a process model based on process execution context are described. In one example, a system includes a context engine, a rules engine, and a business process engine. The context engine maintains context information related to a business process model. The context information is dynamically updated continuously. The rules engine produces decisions based on information from the context engine. The rules engine evaluates decision points within an instance of the business process model using a relevant context obtained from the context engine. The rule engine also receives changes in context dynamically from the context engine, and re-evaluates decision points based on the context changes. The business process engine executes the instance of the business process model and can dynamically alter the instance during execution based on decisions generated by the rules engine.

Framework for conditionally attaching web service policies to a policy subject (e.g., a web service client or service endpoint) at subject runtime. In one set of embodiments, a constraint expression can be defined that specifies one or more runtime conditions under which a policy should be attached to a policy subject. The constraint expression can be associated with the policy and the policy subject via policy attachment metadata. The constraint expression can then be evaluated at runtime of the policy subject to determine whether attachment of the policy to the policy subject should occur. If the evaluation indicates that the policy should be attached, the attached policy can be processed at the policy subject (e.g., enforced or advertised) as appropriate. Using these techniques, the policy subject can be configured to dynamically exhibit different behaviors based on its runtime context.

A dynamic link control object (DLCO) is positioned on a page of a web site. The web site is hosted by a content management server (CMS) that stores the page with the DLCO therein and serves same to a requestor thereof. The page as served to the requestor has a context associated therewith. The DLCO on the page as viewed by the requester displays navigation links associated with the page, where the displayed navigation links dynamically vary according to the context of the page. Thus, the DLCO on a first page with a first context may display different links as compared to the DLCO on a second page with a second context. A designer designing a page creates particular types of links on such page by placing the DLCO on the page without specifically defining each link.

The pointer management technology establishes a protocol and method for dual pointer management in both absolute input mode and relative input mode. The method defines a set of properties/constraints for contextual dynamic remapping between input sensor coordinates and target screen coordinates. The remapping of the left pointer (respectively the right pointer) depends on the position of the right pointer (respectively the left pointer) in the target screen space. This inter-dependence enables a more flexible and more powerful interaction as it exploits the contextual layout to re-estimate the remapping transformations at each instant.

Disclosed is technique for a user context detection and interaction with a messaging service based on a user context in a messaging service environment. An interaction method of a mobile device may include acquiring information associated with a context of at least one of a mobile device and a user of the mobile device under control of an application installed and executed on the mobile device in association with a messaging service, determining a context of the user based on the acquired information, verifying a function to be provided to the user through the messaging service based on the determined context of the user, dynamically determining a configuration of a user interface based on the determined context of the user, and providing the function through the user interface of which the configuration is dynamically determined.

A system for injecting business content dynamically based on the context of the user. A media content analysis tool may be used to analyze existing media to identify features and insert tags based on the content and/or time. A media content orchestrator may be used to author scriplets containing product advice for the media stream to insert and associate scriplets to tags in the media stream. The media player, equipped with a codec for the new media format, performs functions such as browsing product information, places orders, or the like.

Disclosed herein is an apparatus and method for providing social magazine information. The method is configured such that an apparatus operating in conjunction with at least one user terminal provides social magazine information to a corresponding user terminal. In the method, a social magazine is dynamically reconstructed according to a context of a user of each user terminal. Customized information corresponding to the user terminal is provided based on the reconstructed social magazine. A community is formed among user terminals which share the reconstructed social magazine, and social magazine information is shared through the formed community.

A dynamic reconfigurable circuit that implements optional processing by dynamically switching a processing content of a reconfigurable processing element (PE) and a connection content between the PEs in accordance with a context, includes: a configuration register section for setting a content of loop processing on the basis of the context, the loop processing content including an output source of an output signal from each of a set of the reconfigured PEs, an output destination of the output signal, and a condition for outputting the output signal to the output destination; and at least one counter circuit including a loop control section and an output register section that implement the set loop processing, that count the number of implementations of the loop processing implemented by the loop control section, and that output the output signal to the output destination based on the counted number of implementations and the condition.