Abstract: A method is disclosed for presenting media content on a first client computer of client computers that are participating in a collaboration session.

Abstract: Ephemeral stories allow users of an online system, such as a social networking system, to share content for a pre-determined temporary length of time. Channels group and organize stories based on content. Topic-based channels allow contain stories that have related content. Hashtag- and sticker-associated channels contain stories that include particular hashtags or stickers, respectively. User-specific channels contain content tailored by the online system for display to a particular user based on preferences and history. Collaborative channels are channels that are private to a specific group of users. The use of channels improves the online experience by grouping stories by content, thereby facilitating users' interaction with similar content.

Abstract: A network node of a collaboration system is provided to establish communication with other network nodes. The network node comprises a display having a physical display space. The network node can store collaboration data and render on the local client screen space a local client canvas having locations in the virtual workspace. The network node includes logic to provide a user interface to display a list of markers representing predefined canvases in both the virtual workspace and another virtual workspace. The predefined canvases defining (i) respective areas in the virtual workspace having a location and (ii) an area in the other virtual workspace having a location. The network node includes logic to respond to an input indicating a selected marker from the list of displayed markers to update the location of the local client canvas to match the location of the predefined canvas represented by the selected marker.

Abstract: Embodiments described herein are directed to an annotation system having a remote processor, and a client processor in data communication with the remote processor. The client processor is adapted to send a first request for an electronic file to the remote processor, receive the electronic file from the remote processor, define at least one new annotation about the electronic file, and define at least one anchor associated with the at least one annotation. The at least one of the remote processor and the client processor is adapted to store the at least one anchor and the at least one annotation in an annotation file that is separate from the electronic file.

Abstract: The invention relates to an electronic element supporting data inquiry method, a storage medium and a terminal. The method comprises: obtaining an initial series element code; splitting the initial series element code according to a preset splitting mode to obtain at least a sub-word; establishing a corresponding relationship between the sub-word and the electronic element supporting data and storing the corresponding relationship in a database. Receiving an electronic element identifier; extracting at least a sub-word corresponding to the electronic element identifier, wherein the sub-word is a part of the electronic element identifier; searching for a data tag corresponding to the sub-word, wherein the data tag comprises the sub-word; obtaining the electronic element supporting data corresponding to the data tag. Through the implementation of the invention, the workload in the database construction process is greatly reduced, and the maintenance cost is reduced.

Abstract: A method may include determining that input text data includes a first keyword from a first set of keywords. The method also includes determining a similarity between the input text data and a first stored text string that has previously been identified as a false positive match for the first keyword, and based on the similarity, generating a first false positive score corresponding to the input text data. Further, the method includes determining a number of keywords, from a second set of keywords, that are included in the input text data, and based on the number of keywords, generating a second false positive score corresponding to the input text data. The method also includes calculating a final false positive score corresponding to the input text data based on the first false positive score and the second false positive score.

Abstract: The present invention provides for improving training dataset by identifying errors in training dataset and generating improvement recommendations. In operation, the present invention provides for identifying and correcting duplicate utterances in training dataset comprising utterances-intent pairs. Further, a plurality of Natural Language ML models are trained with the corrected training dataset to obtain diverse set of trained ML models. Each utterance of training dataset are fed as input to trained ML models, and a probability of error associated with each utterances-intent pairs of training dataset are evaluated based on analysis of respective intent predictions received from each of the trained ML models. Furthermore, spelling errors in the dataset are identified and data-imbalances in the training dataset are evaluated.

Abstract: The present disclosure is directed towards systems and methods for detecting deviations between documents and portions thereof, extracting information from text and detecting deviations between obligations. Information is extracted by identifying defined terms and their definitions in input text as well as by identifying portions of different input texts relevant to a point of interest and detecting deviations in those portions between the different input texts.

Abstract: A transcript of an audio conversation between multiple users (e.g., two users) is generated. The transcript is displayed in real time within a VR environment as the conversation takes place. A virtual selection tool is displayed within the VR environment to allow for a selection of different portions of the transcript. In addition, a virtual keyboard and or virtual panels with characters may be displayed and the virtual selection tool may be used to make selections from these displays as well. These selections are used to generate new text. The new text may form part of a user's notes of the conversation or an entry for a text field within the VR environment.

Abstract: One embodiment of the present invention relates to an electronic device for reproducing, in time sequence, first pen data in which handwriting strokes are digitized on a medium by an electronic pen. The electronic device comprises: a communication module; a control module; an output module for reproducing or outputting first handwriting information, first image or audio information photographed or recorded by the electronic device, and event information in time sequence; and a memory module for storing contents including the first handwriting information, the first image or audio information, and the event information, wherein, when the communication module further receives second pen data in a state where the first handwriting information is held on the output module after the contents are stored in the memory module, second handwriting information corresponding to the second pen data is added to the first handwriting information and then reproduced.

Abstract: Described herein are techniques of using machine learning to automatically extract clinical variable values for subjects from clinical record data. The techniques designate certain clinical variables as hybrid variables that can be assigned values by machine learning model prediction. The techniques process, using a machine learning model trained to predict a value of a hybrid variable, clinical record data associated with a subject to obtain a predicted hybrid variable value and an associated confidence score. The techniques set the value of the hybrid variable for the subject to the predicted hybrid variable value when the model prediction is of sufficiently high confidence.

Abstract: A system for identifying industrial ergonomics risk root-causes and providing risk control actions, comprising: a computing device configured to obtain textual information describing a series of tasks of a job and forces being exerted during the series of tasks; and a computing server system configured to receive and process the textual information to generate a set of textual entry to correspond to a unique identifier of the job, identify nouns and verbs in the set of textual entry via natural language processing techniques, perform dependency parsing and part-of-speech tagging to associate each identified verb in the set of textual entry with a root noun in order to identify action-object pairs and unpaired actions, determine ergonomic risk root-causes based at least upon the action-object pairs and the unpaired actions in the set of textual entry, and provide ergonomic risk control recommendations to mitigate the ergonomic risk root-causes.

Abstract: A term base can be used to index a raw medical term (e.g., a text string from an electronic health record) to generate a computational expression of the raw medical term. The computational expression of the raw medical term can be used to generate a uniform medical term for the raw medical term. The computational expression can be compared with other computational expressions to organize the electronic health record, filter the electronic health record, and provide a uniform presentation of raw medical terms from different events in the electronic health record.

Abstract: Systems and methods for classifying and splitting an electronic file into a plurality of extracted documents are provided. The electronic file is received. An initial portion of the electronic file is classified using a trained classifier and extracted from the electronic file as an extracted document associated with the classification. It is iteratively determined whether each respective next portion of the electronic file should be added to the extracted document until it is determined that the respective next portion should not be added to the extracted document. In response to determining that the respective next portion should be added to the extracted document, the respective next portion is extracted from the electronic file and added to the extracted document. In response to determining that the respective next portion should not be added to the extracted document, the classifying and the iteratively determining are repeated using the respective next portion as the initial portion.

Abstract: A whitelisting approach to redaction may include receiving a normalization request containing a binary file with complex structured data, such as a workbook or spreadsheet file, from an application on a user device through a redaction service provided by an e-discovery platform. In response to the normalization request, a normalization process starts and runs asynchronously to apply a whitelist to the binary file. The whitelist is configurable and specifies features (e.g., data types, workbook object types, etc.) of the binary file that are considered safe by a party to a lawsuit or investigation. The normalization process includes a pre-processing stage, a transferring stage, and a post-processing stage to push all the data to a visible level and produce a normalized document with the whitelisted features. An artifact containing the normalized document can then be generated and used to render a normalized representation for interactive redaction.

Abstract: The present invention is directed towards providing automated workflows for the identification of a reading order from text segments extracted from a document. Ordering the text segments is based on trained natural language models. In some embodiments, the workflows are enabled to perform a method for identifying a sequence associated with a portable document. The methods includes iteratively generating a probabilistic language model, receiving the portable document, and selectively extracting features (such as but not limited to text segments) from the document. The method may generate pairs of features (or feature pair from the extracted features). The method may further generate a score for each of the pairs based on the probabilistic language model and determine an order to features based on the scores. The method may provide the extracted features in the determined order.

Abstract: Interactive natural language processing (NLP) results may be generated that allow a user to interact with the NLP results but do so in an offline manner so that the documents being processed need not be stored online. To provide interactive NLP results, event handlers may be attached to elements of the NLP results. A user may then select a word or phrase of the NLP results to cause computer software provided with the NLP to present the interactive features. For example, a user may click on a definite noun phrase to view information for diagnosing antecedent basis errors. For another example, a user may click on a word to view information about how that word is used in a document, such as viewing portions of the document that include the word or variants of the word.

Abstract: A display apparatus includes a memory and circuitry. The memory that stores one or more display components. The circuitry receives an input of hand drafted input data. The circuitry displays at least one display component of the one or more display components, the at least one display component corresponding to a shape of the hand drafted input data whose input is received.

Abstract: The present disclosure is directed to systems, methods and devices for providing customizable enterprise-based policy for managing document content. Text from documents being authored and edited may be processed by one or more natural language processing and machine learning modules and a determination may be made that one or more enterprise rules relating to processed text are implicated. Properties from documents being authored and edited may be processed. Recommendations based on the one or more implicated enterprise rules may be provided to a document author to provide an enhanced reader experience and to increase the document's effectiveness or alignment to a common voice or standards amongst the content group. Analytics relating to a plurality of enterprise documents may be provided as they relate to document effectiveness or alignment to a prescribed voice or standards.

Abstract: An apparatus includes a memory and processor. The memory stores OCR and NLP algorithms. The processor receives an image of a physical document page and executes the OCR algorithm to convert the image into text. The processor identifies errors in the text, which are associated with noise in the image. The processor generates a feature vector that includes features obtained by executing the NLP algorithm on the text, and features associated with the identified errors in the text. The processor uses the feature vector to assign the image to a document category. Documents assigned to the document category share one or more characteristics, and the feature vector is associated with a probability greater than a threshold that the physical document associated with the image includes those characteristics. The processor then stores the image in a database as a page of an electronic document belonging to the assigned document category.

Abstract: Systems and methods for creating actionable data from documents are described. In some implementations, the systems and methods deconstruct, or break up, documents into blocks (e.g., a paragraph or other segment or portion of text of the document) and store the blocks in a database. The systems and methods tag the blocks with intelligence about the content of the blocks. For example, the systems and methods can tag blocks with commitment markers or other information that identify the blocks as containing or reciting a commitment (e.g., a contractual provision, term, or obligation) within a contract document.

Abstract: A system and method for records management and classification of files in a content management system having a server system that stores the files. A system detects when at least one of the files is classified by a user of a client computing system as a classified file, and based on the detecting of the classification of the one or more files, each classified file is removed from the client computing system. The system further detects when at least one of the files is declared as a permanent record by the user of the client computing system, and based on the detecting of the declaration as a permanent record, prevents editing by the client computing system of each file declared as a permanent record.

Abstract: A browser on a client device is navigated to a hosting computing system that hosts a service that provides access to documents. The browser is navigated to a particular document, to access the document. The document is displayed by the browser. A link to the document is displayed in an address bar generated by the browser, along with a graphical element indicative of the sharing attributes corresponding to the link.

Abstract: Disclosed are systems and methods for improving interactions with and between computers in electronic messaging, and other, systems supported by or configured with personal computing devices, servers and/or platforms. The systems interact to identify and retrieve data within or across platforms, which can be used to improve the quality of data used in processing interactions between or among processors in such systems. The disclosed systems and methods provide systems and methods for automatically generating data extraction rules, which can then be used to automatically extract data from electronic messages.

Abstract: Aspects of the present disclosure relate to input text management. Input text can be received from a user. A set of key elements can be extracted from the input text. A determination can be made whether the user is mapped to an existing cluster. In response to determining that the user is mapped to an existing cluster, a structured table mapping key elements to text modifications can be referenced. The input text can be modified according to the structured table mapping key elements to text modifications, wherein the existing cluster is associated with a text modification scheme within the structured table, wherein the text modification scheme includes a first mapping of key elements to text modifications.

Abstract: A method specifically includes, in a human-computer dialog interaction process, when a server performs slot extraction on user discourse, if there is a slot corresponding to which information fails to be extracted and the slot is an optional key slot, the server asks the user a question to determine whether the information corresponding to the slot is necessary. If the information is necessary, the server further extracts the information corresponding to the slot. If the information is unnecessary, the server does not extract the information corresponding to the slot.

Abstract: In a method for configuring documents for circulation, a document template and a plurality of field templates are created. The document template and the field templates are integrated to obtain an integrated document template. A workflow template is generated according to the integrated document template. A document entity is generated according to the integrated document template in response to a first user operation. The document entity is operated by a second user operation. A workflow entity derives from to the workflow template, the workflow entity including a plurality of node entities, and the node entities include a start node entity and an end node entity. The document entity is transferred from the start node entity to the end node entity according to the workflow entity. The method meets the requirements for general circulation of documents generated by a business with ever-increasing complexity.

Abstract: A system and method that guides a user to record initial and final walkthrough videos, along with audio, of their rental property is disclosed. The embodiments also provide a system that can scan a lease for the rental property, as well as audio from a user's narration of the video, and extract and tag particular features of the video for efficient querying at a later time. The system can interpret portions of the lease that are relevant to particular items or components in the apartment (for example, major appliances) and guide the user to perform a comprehensive inspection of the items mentioned in the lease.

Abstract: A document is represented as a node tree in a document processing system. Edits to a node are represented in a change record that has a one-way link to the node. A text mark has a one-way link to the change record. It deletes that link when the changes represented by the change record are reflected in the text mark. A memory management system releases the memory allocated to the change record when no other object links to it.

Abstract: The disclosed embodiments provide a system for performing A/B testing of service-level metrics. During operation, the system obtains service-level metrics for service calls made during an A/B test, wherein the service-level metrics are aggregated by user identifiers of multiple users. Next, the system matches the service-level metrics to treatment assignments of the users to a treatment group and a control group in the A/B test. The system then applies the A/B test to a first grouping of the service-level metrics for the treatment group and a second grouping of the service-level metrics for the control group. Finally, the system outputs a result of the A/B test for use in assessing an effect of a treatment variant in the A/B test on the service-level metrics.

Abstract: Embodiments for analyzing language content are provided. An ambiguous sentence is identified. A first word and a second word within the ambiguous sentence are selected. At least one synonym outlier for the first word and at least one synonym outlier for the second word are determined. A phrase is generated utilizing the at least one synonym outlier for the first word and the at least one synonym outlier for the second word. A context for the ambiguous sentence is determined based on the generated phrase.

Abstract: The present teaching relates to method, system, medium, and implementations for text processing. Upon receiving input data including a plurality of text strings, a plurality of manipulated text strings are generated for each of the plurality of training text strings by first applying a manipulation to each of at least one original token in the text string to generate a manipulated token, where the original token has a ground truth token label and then determining, with respect to each manipulated token, a ground truth action which, when applied to the manipulated token, yields the original token with the ground truth token label.

Abstract: One aspect of the present disclosure relates to a method of sentiment analysis based on ambiguity analysis, which includes analyzing information with the sentiment analysis models and the ambiguity analysis models. Another aspect of the present disclosure relates to a method of training the sentiment analysis models and ambiguity analysis models, which includes acquiring information, constructing lexicons, conducting sentiment analysis and ambiguity analysis with said lexicons, acquiring corpus, and training models, etc. Meanwhile, another aspect of the present disclosure relates to a system of sentiment analysis, which includes input, and output modules, acquisition modules, processing modules and database.

Abstract: A computer implemented method for identifying one or more data elements in an input data stream formed from an input data structure using processing enabled by a processor-executable instruction can be stored on a non-transitory computerized storage medium. This stored method includes identifying a plurality of candidate named entities in one or more input document strings; identifying a plurality of enumerable markers in the one or more input document strings; associating at least one candidate named entity with at least one associated enumerable marker; associating at least one proximity string with at least one associated enumerable marker; determining a plurality of named entity descriptions based on the proximity strings; and providing the output data.

Abstract: In various examples, game session audio data—e.g., representing speech of users participating in the game—may be monitored and/or analyzed to determine whether inappropriate language is being used. Where inappropriate language is identified, the portions of the audio corresponding to the inappropriate language may be edited or modified such that other users do not hear the inappropriate language. As a result, toxic behavior or language within instances of gameplay may be censored—thereby enhancing the user experience and making online gaming environments safer for more vulnerable populations. In some embodiments, the inappropriate language may be reported—e.g., automatically—to the game developer or game application host in order to suspend, ban, or otherwise manage users of the system that have a proclivity for toxic behavior.

Abstract: A process for the operation of a type A medical device (10) together with a type B medical device (12) includes connecting the medical devices (10, 12) communicatively to one another. The type A medical device (10) includes a display device (14) suitable for the display of texts in different languages. The type B medical device (12) has no text display features. The type B medical device (12) transmits a datagram (22) with an information identifier (44) to the type A medical device (10) for displaying a textual or at least partially textual piece of information (20). Upon receipt of an information identifier (44) from a medical device database (26), the type A medical device (10) loads a piece of information (20) consistent with the information identifier (44) and displays this piece of information with the display device (14) and for the type B medical device (12).

Abstract: A system, method and program product for countering fraud using artificial intelligence. A system is disclosed that includes: a system for formalizing real world semantic information pertaining to a domain that includes rules and processes expressed as formulae, semantic models of known fraud schemes, and knowledge bases of domain participants represented using cognitive calculi; and a scheme generation system for generating a plurality of fraud schemes within the domain using the semantic information, wherein each fraud scheme: comprises a plan expressed using cognitive calculi; includes at least one domain participant; achieves an illicit result that breaks at least one rule of the domain; is provable to be outside the purview of relevant observers; and is not a known fraud scheme.

Abstract: A method and system for identifying potential collaborators for a document may include determining a lifecycle stage of a document, determining a subject matter of the document based at least in part on content of the document. The method and system identify one or more potential collaborators to contribute to the document based at least in part on the subject matter of the document, a lifecycle stage of the document, or collaborator-specific information associated with each of the one or more potential collaborators. The method and system may also include providing data relating to the one or more potential collaborators for display.

Abstract: Reviews submitted through a discovery application may be provided to a validation server and reviewed against indicators in the review data to determine whether a given review is potentially fraudulent, not fraudulent or legitimate, or should be flagged for administrative review through an administrative model. Reviews processed by the administrative model may be fed back to a machine leaning module on the validation server as additional positive or negative examples. Using these additional examples, the machine learning module may adjust weights of associated indicators and/or identify additional indicators in the review data for consideration in flagging fraudulent reviews. The additional indicators may be flagged for administrative review prior to implementation in reviewing and flagging reviews.

Abstract: Disclosed herein are system, method, and computer program product embodiments for facilitating access to and incorporation of APIs within an application during development, while ensuring that the API satisfies quality constraints. These quality constraints are controlled by the application of rules, which result in a maturity score for the API, in accordance with embodiments. These rules may be provided by a variety of sources for use in scoring the API at various stages. For example, a developer group may control access to developers within the group by applying a ruleset that restricts APIs for applications written by the developer group to a threshold score. This threshold score can limit or restrict APIs that are offered to a developer by an API exchange. Additionally, a ruleset may be applied to enforce a minimum score for submission of an API for inclusion within an API exchange.

Abstract: A method for editing a message in an electronic device is provided. The method includes displaying transmitted and received messages in a chat window; detecting selection of a message to be edited among the displayed transmitted and received messages, and performing an editing operation according to an editing method for the selected message.

Abstract: A wireless device configured to operate both as a smart phone and a phone having basic features including: a memory configured to store a transition application; a processor configured to implement the transition application in response to a triggering component; a display configured to display a graphical user interface for controlling operation of the processor of the wireless device and the wireless device; and the processor further configured to implement the transition application in response to a triggering component to implement the graphical user interface displayed by the display to implement basic features.

Abstract: A document relationship analysis system. Aspects of the system include ingesting, discovering, recommending, analyzing, and exporting documents of interest. The system dynamically searches large or streaming datasets using a tiered, multi-step approach that includes discovery techniques and recommender components to filter and refine these larger datasets to smaller datasets of documents of interest. The system dynamically selects and renders an appropriate visualization for result datasets based on predetermined measures that allow for facilitate analysis of the documents of interest.

Abstract: A method of predicting a format of a file includes calculating a quotient vector storing a list of values in slots. Each slot of the quotient vector and binary vector correspond to a character of a set of distinct characters based on an order. Each value in the quotient vector indicates a frequency with which the corresponding distinct character is found relative to the set of distinct characters found in a file. The method also includes calculating, based on comparing each value in the quotient vector to a threshold, a binary vector storing a list of values in slots. The method further includes predicting, based on the binary vector, a format of the file.

Abstract: Interactive natural language processing (NLP) results may be generated that allow a user to interact with the NLP results but do so in an offline manner so that the documents being processed need not be stored online. To provide interactive NLP results, event handlers may be attached to elements of the NLP results. A user may then select a word or phrase of the NLP results to cause computer software provided with the NLP to present the interactive features. For example, a user may click on a definite noun phrase to view information for diagnosing antecedent basis errors. For another example, a user may click on a word to view information about how that word is used in a document, such as viewing portions of the document that include the word or variants of the word.

Abstract: Described herein is a codified social media messaging system, method and process based on pre-composed messages made of prefabricated icons that may be directed primarily at festive occasions and events. The prefabricated icons may comprise gender-specific prefabricated icons. The festive nature of these events may be incompatible with harmful messages, hence one function—that of a filter—imprinted in the design of positive prefabricated icons. Another function may aim to make messages as festive as the festive occasions they address. These functions may stem from the use of prefabricated icons, including animated icons, which act as guardians and catalysts of the positive character of the message. Within this codified messaging system, method and process, pre-composed messages made of prefabricated icons may perform the role of multi-use “connectors” between users. In some embodiments the system provides a system of memorabilia exchanges based on prefabricated icons.

Abstract: A handwritten data capture method creates handwritten data including a plurality of pieces of stroke data that is based on writing performed on each page of a paper medium having a plurality of pages. The handwritten data capture method includes: acquiring the plurality of pieces of stroke data created based on the writing sequenced in a writing order; displaying the pieces of stroke data together on a display device; accepting an input of a break position of the pieces of stroke data; identifying a continuous portion of the pieces of stroke data based on the break position and the writing order; updating the display device to display the identified continuous portion of the pieces of stroke data in the writing order; and repeating the accepting, the identifying, and the updating until a given operation is received.

Abstract: The discussion relates to allocating remote computing resources responsive to a user-driven free-form input. One example can receive free-form input from a user relating to remote computing resources. The example can map the free-form input to individual remote computing resources and can allocate the mapped individual remote computing resources for the user.

Abstract: An electronic device and method are disclosed herein. The electronic device includes a display, a wireless communication circuit, and electrical connector and a processor. The processor implements the method, including: detecting whether the electronic device is communicatively connected to an external display device through a wireless communication circuit or an electrical connector, when the electronic device is communicatively disconnected from the external display device, displaying, on the display, a first user interface for configuring a first screen timeout time associated with the display, when the electronic device is communicatively connected to the external display device, displaying a first screen on the display, and displaying a second screen on the external display device, the second screen different from the first screen, and displaying, on the external display device, a second user interface for configuring a second screen timeout time related to the external display device.

Abstract: An online educational system for learning the core subjects of mathematics, social science, the sciences and English in a supportive curriculum via a universal learning design model is provided. The system breaks each subject down into sub-modules and bundles the courses for the sub-module, allowing a user to logically progress therethrough, although the user can select courses in any desired order. Each course is presented in visual, audio-visual or audio only fashion and can include sign language and text to speech functions. A user can take electronic notes within a course, can user portions of a course to create a POWERPOINT-type presentation for others, and can e-mail a teacher for questions with content specific information inserted into the e-mail to the teacher to provide specific subject matter content.