Abstract: In some implementations, a system may obtain document lineage training data associated with a plurality of historical documents and corresponding lineage data of independent historical documents of the plurality of historical documents. The system may train, based on the document lineage training data, a lineage analysis model to determine a lineage of edited sections of a source document. The system may receive a plurality of document files that correspond to a plurality of versions of a document. The system may determine, using a similarity analysis model, that a first section from a first version of the plurality of versions corresponds to a second section from a second version of the plurality of versions. The system may determine, using the lineage analysis model, a lineage of a corresponding section of the document that is associated with the first section and the second section.

Abstract: Methods, systems, and computer-readable media for linking multiple data entities. The method collects a snapshot of data from one or more data sources and converts it into a canonical representation of records expressing relationships between data elements in the records. The method next cleans the records to generate output data of entities by grouping chunks of records using a machine learning model. The method next ingests the output data of entities to generate a versioned data store of the entities and optimizes versioned data store for real-time data lookup. The method then receives a request for data pertaining to a real-world entity and presenting relevant data from the versioned data store of entities.

Abstract: Techniques for allowing a user to invoke lifecycle operations on a data store configured in accordance with a data management scheme, without knowledge of the data management scheme. Techniques include receiving user input from a user interface; identifying, in the received user input, an indication of a first lifecycle operation corresponding to a first entry in a template; based on information in the first entry, identifying in the received user input a first configuration value associated with the first lifecycle operation; formatting the first configuration value as at least a portion of at least one argument to a first command; and invoking, via the first command with the at least one argument, a first computer program configured to perform the first lifecycle operation on the data store.

Abstract: The presently disclosed inventive concepts are directed to systems, computer program products, and methods for intelligent screen automation. According to one embodiment, a method includes: determining one or more logical relationships between textual elements and non-textual elements of one or more images of a user interface; building a hierarchy comprising some or all of the non-textual elements and some or all of the textual elements in order to form a data structure representing functionality of the user interface; and outputting the data structure to a memory.

Abstract: One embodiment comprises a non-transitory, computer-readable medium embodying thereon computer-executable instructions for receiving a document design, generating a conversation-enabled document from the document design, exposing the conversation-enabled document on a conversation channel, receiving a participant response, updating the conversation-enabled document based the participant response, and rendering a communication page on a second channel using the updated conversation-enabled document. The document design comprises a page template and a conversation template. The page template specifies content of the communication page and a variable to be populated with a first variable value. The conversation template defines a state machine for an automated conversation, the conversation template specifying a variable to which the participant response is to be written.

Abstract: Disclosed subject matter benchmarks and aligns content with target audiences. A user may provide content to a language intelligence platform. Scores are then generated by analyzing the content based on values-specific dictionaries, which reflect values of targeted audiences. Based on a comparison between a generated score and a benchmark values score for the target audience, appropriate action may be taken. Disclosed teachings support multiple layers of comparisons and score calculations including comparisons and scoring of all text, segments of text, and specific phrases to achieve a more comprehensive analysis. Embodiments may determine whether headers or other sections that may garner more attention, are aligned with a benchmark.

Abstract: Mechanisms for constructing and querying a database are described. Constructing the database includes accessing the database comprising multi-component data and constructing an augmented succinct trie (AST) as an index of the database. The database includes sorted data blocks. Construction of the AST is based on the multi-component data. The AST includes indications of boundaries of the data components of the multi-component data. Querying the database includes accessing a key comprising multiple data components and augmenting the key data with data component boundary information. The AST is searched using the augmented key and a search result provided as a value corresponding to the key in the database.

Abstract: A method for providing composite cognitive insights comprising receiving streams of data from a plurality of data sources; processing the streams of data from the plurality of data sources, the processing the streams of data from the plurality of data sources performing data enriching and generating a sub-graph for incorporation into a cognitive graph; processing the cognitive graph, the processing the cognitive graph providing a plurality of individual cognitive insights; and, generating a composite cognitive insight, the composite cognitive insight being composed of the plurality of individual cognitive insights.

Abstract: One embodiment provides a method, including: accessing, at an information handling device, a dynamic visual media corpus, wherein the dynamic visual media corpus comprises a plurality of dynamic visual media scripts; segmenting each of the plurality of dynamic visual media scripts into scenes; generating, for each of the plurality of dynamic visual media scripts, a character fingerprint identifying topics corresponding to each character within a corresponding dynamic visual media script, wherein the generating comprises (i) extracting both characters and topics from the dynamic visual media script and (ii) associating each of the topics with a corresponding character, wherein the character fingerprint identifies costumes of a given character and a topic corresponding to each costume; and producing, for each scene within each dynamic visual media script, a scene vector identifying (iii) the topics included within a corresponding scene and (iv) a character fingerprint for each character occurring within the sce

Abstract: Templates for mapping data events to API calls is leveraged in a digital medium environment. For instance, to enable communication between an event-driven architecture (EDA) system and an application programming interface (API) system, the described techniques utilize templates that enable EDA events to be mapped to API communications and API communications to be mapped to EDA events.

Abstract: A processing system including at least one processor may obtain a machine learning model, serialize the machine learning model into a serialized format, and embed a delimiter indicator into a documentation file comprising information regarding the use of the machine learning model, where the delimiter indicator is in a file position that is after an end-of-file indicator of the documentation file. The processing system may further embed the machine learning model in the serialized format into the documentation file in a file position that is after the delimiter indicator. The processing system may then store the documentation file with the delimiter indicator and the machine learning model in the serialized format that are embedded.

Abstract: In some instances, a method for ingesting data files is provided. The method comprises: obtaining, by an ingestion system associated with a distributed file system, a data file from an external data source; determining, by the ingestion system, a plurality of processing threads within the ingestion system to use to process the data file; determining, by the ingestion system, one or more offsets within the data file based on the plurality of determined processing threads; and ingesting, by the ingestion system, the data file by having each of the plurality of processing threads begin processing the data file at a plurality of different locations within the data file, wherein the plurality of different locations are associated with the one or more offsets.

Abstract: An apparatus decomposes a first binary tree pattern into combinations of multiple binary tree units in accordance with a predetermined procedure. When a second binary tree pattern configured as a combination of binary tree units that are among the multiple binary tree units and include a top binary tree unit of the multiple binary units is associated with a subset of a target binary tree data, the apparatus searches the target binary tree data for the first binary tree pattern by using positions of the subset within the target binary tree data.

Abstract: A content management system (CMS) includes a value-add application with a first set of XML content services, one or more dedicated XML processing servers with a second and other sets of XML content services, and a core CMS with a third set of XML content services. The content management system may be designed to provide XML content services at any of these three tiers of processing. A first threshold is defined that allows the value-add application to determine when to offload XML content services to a dedicated XML processing server. A second threshold is defined that allows the core CMS to determine when to offload XML content services to a dedicated XML processing server. Callback services are included that allow each tier of XML content services to send or receive additional information to complete the XML processing. The result is a content management system that is very powerful and flexible.

Abstract: A machine-implemented method for supporting a natural language user request against a user's personal data cloud can include a machine receiving the natural language user request from the user, determining a semantic interpretation of the natural language user request, querying a semantically-indexed, integrated knowledge store based on the semantic interpretation, and responding to the natural language user request by displaying results of the querying, wherein the results correspond to an item within the user's personal data cloud.

Abstract: Encoding and/or decoding of messages. On the encoding end, a composite encoder encodes message from an internal format that is used by internal system components into an external format. However, the composite encoder may encode the outgoing messages into different external formats on a per-message basis. For incoming message, a composite decoder decodes incoming messages from any one of a plurality of external formats into the internal format also on a per-message basis. A per-message report mechanism permits internal system components and the encoding/decoding components to communicate information regarding the encoding or decoding on a per message basis. XML messages can be converted automatically into Binary messages.

Abstract: According to some embodiments, categories and an associated category graph may be determined for a parsing framework. Moreover, a type for the parsing framework may be defined, wherein at least one category is automatically created and inserted into the category graph for an implementation element of the defined type. Namespaces may be automatically defined for the categories based at least in part on inheritance relationships associated with the categories in the category graph.

Abstract: A content management system (CMS) includes a value-add application with a first set of XML content services, one or more dedicated XML processing servers with a second and other sets of XML content services, and a core CMS with a third set of XML content services. The content management system may be designed to provide XML content services at any of these three tiers of processing. A first threshold is defined that allows the value-add application to determine when to offload XML content services to a dedicated XML processing server. A second threshold is defined that allows the core CMS to determine when to offload XML content services to a dedicated XML processing server. Callback services are included that allow each tier of XML content services to send or receive additional information to complete the XML processing. The result is a content management system that is very powerful and flexible.

Abstract: Various embodiments of systems and methods for storing a hierarchical table as a markup language file are described herein. Initially the position of the cells included in the hierarchical table may be identified. The position of the plurality of cells includes a first dimension coordinate and a second dimension coordinate. The first dimension coordinate is inserted as a markup tag in the markup language file. The second dimension coordinate is inserted as a markup attribute corresponding to the markup language file. One or more cells, corresponding to a first dimension of the hierarchical table is selected. Data included in the selected cells is identified and stored in the markup attribute inserted in the markup language file.

Abstract: A system and method for injecting a node into a data description of an electronic form are provided. In one embodiment, the system comprises a request detector, an injection tool, a template module, and a storing module. The request detector may be configured to detect a request to include a new form object into an electronic form. The injection tool may be configured to determine that the data schema does not accommodate the new form object, and to automatically modify the data description by adding a node that is associated with the new form object. The template module may be configured to add the new form object into the electronic form to create a modified electronic form. The modified electronic form comprises the modified data description, while the data schema upon which the electronic form was originally based may remain unchanged.

Abstract: A data storage system may contain a changeable database that includes: advisory information that includes the content of multiple advisory statements; query information that includes the content of multiple user queries; and flow logic information indicating a sequence for the delivery of the advisory statements and the user queries based on answers to the user queries. A user interface may deliver the user queries and the advisory statements to a user and receive answers in response to the user queries from the user. An information delivery engine that is separate from the changeable database may cause the user interface to deliver the user queries and the advisory statements to the user in a sequence based on the user's answers to the user queries and the flow logic information. This in system may be adopted to troubleshooting equipment, such as an optical network terminal.

Abstract: An object hierarchy corresponds with a serialized file. The object hierarchy is generated from the serialized file by a generation tool. Non-root objects are attributed with an entity type, namespace, name, and link to their parent object. When an object changes, serialization layer code builds an XPath and produces a partial serialization for local and/or remote users while avoiding the overhead of re-serializing the entire changed hierarchy. The updated serialization may be granular or may include the entire hierarchy. Two users may authorize chronologically overlapping changes to different objects with neither user locking out the other user. Each user receives a respective corresponding updated serialization (granular or non-granular) of the object hierarchy without causing a full re-serialization overhead. A modified object is mapped to an XPath-compatible location in a serialization of the hierarchy.

Abstract: A content management system (CMS) includes a value-add application with a first set of XML content services, one or more dedicated XML processing servers with a second and other sets of XML content services, and a core CMS with a third set of XML content services. The content management system may be designed to provide XML content services at any of these three tiers of processing. A first threshold is defined that allows the value-add application to determine when to offload XML content services to a dedicated XML processing server. A second threshold is defined that allows the core CMS to determine when to offload XML content services to a dedicated XML processing server. Callback services are included that allow each tier of XML content services to send or receive additional information to complete the XML processing. The result is a content management system that is very powerful and flexible.

Abstract: A machine-implemented method for supporting a natural language user request against a user's personal data cloud can include a machine receiving the natural language user request from the user, determining a semantic interpretation of the natural language user request, querying a semantically-indexed, integrated knowledge store based on the semantic interpretation, and responding to the natural language user request by displaying results of the querying, wherein the results correspond to an item within the user's personal data cloud.

Abstract: Methods, systems, and computer program products are provided for capturing snapshots of database models. Metadata of a database model is captured. A database model snapshot object is generated based on the captured metadata. The generated database model snapshot object is transportable, extensible, secure, and human readable. Furthermore multiple database model snapshot objects may be compared to each other to determine differences in database models in different database systems, to track how a database model of a database system is changing over time, to track how database source projects evolve over time and/or for other uses.

Abstract: A form is received and loaded. It is determined if a schema structure definition defines one or more choice elements for data of the form. A data structure is created for the data, the data structure includes both a schema structure valid component and a non-validated component. When a user selects one of the choice elements, a first set of zero or more data elements corresponding to the selected choice element are loaded into the schema structure valid component of the data structure. The previous set of zero or more data elements and values associated with the previous set of data elements are then stored in the non-validated component of the data structure.

Abstract: Semantic categorization of data includes submitting obtained data values to a data enhancement service which has a semantic criterion for incoming data. A response from the service indicates whether the submitted data values meet the criterion, and is used to assign a likelihood that the values belong to a semantic category matching the criterion. Other semantic categorization operations do not necessarily use a data enhancement service. Some are based on which device was used to collect the data values, on a subject heading in which data was published, and/or on syntactic patterns. A semantic taxonomy shows semantic categorizations for one or more datasets and connections between datasets, possibly filtered per user request. Different versions of the taxonomy are stored for respective different users. Similarity between the data values can be assessed using semantic categorization. Taxonomies can be federated to allow exploration and understanding across multiple repositories.

Abstract: A method includes receiving a request from a requestor to validate a data assemblage expressed in Javascript Object Notation (JSON); translating the data assemblage expressed in JSON into an extensible markup language (XML) instance; validating the XML instance using syntactic schema and semantic schema specifications; and sending a response to the requestor. For a case where the data assemblage contains invalid data in at least one field the response includes an output array containing information for specifying valid data for the at least one field and a message explaining a reason why the field is invalid. A system for performing the method is also described, as is a computer program product that can be used to execute the method.

Abstract: A harvesting method and system is provided. The method includes extracting from a plurality of documents, content. The content is published in external glossaries. The content is arranged in a business content hierarchy and the business content hierarchy is published in a specified format. The business content hierarchy is enabled with respect to a plurality of projects. The content and business content hierarchy are updated and the updated content is arranged in the updated business content hierarchy.

Abstract: Described herein are methods, systems, apparatuses and products for transforming hierarchical language data into relational form. An aspect provides for assembling at least one statistical summary of at least one hierarchical language data source responsive to execution of program instructions accessible to at least one processor operatively connected to a memory device; accessing at least one entity of interest selected from the at least one statistical summary; generating at least one target hierarchical language model based on the at least one entity of interest; and transforming data from the at least one hierarchical language data source into at least one relational form by executing transformation artifacts generated based on a type of the relational form. Other aspects are disclosed herein.

Abstract: A method is provided for receiving source code that includes an application programming interface (API) defined query written to communicate with an API. The API is configured to provide access to an object relational model (ORM) for converting, during execution of the source code, the API defined query into a dynamic structured query language (SQL) query comprising SQL statements. The method also includes generating a static SQL query that includes SQL statements. The static SQL query is generated in response to the ORM and to the API, by a computer, prior to the source code being executed.

Abstract: Help documentation for the application may include a discussion of parameters in the application. Parameters for an application may be displayed through a web-based interface along with information for each of the parameters. Additional information may be obtained regarding the parameters by allowing interactive access with databases supporting the application. For example, when a user clicks a parameter name in the help documentation, a value for the parameter and additional data may be retrieved from the parameter database and displayed to the user in a pop-up window.

Abstract: A method for constructing a rich query from a selected semantic entity included in a page, the method comprising: receiving user input identifying a semantic entity for which contextual information is desired; identifying context information associated with the selected semantic entity; encoding a Uniform Resource Locator (URL) using the semantic entity an the identified context information; and transmitting the encoded URL to a search server.

Abstract: Systems and methods may include identifying an input population of parent epsilon chromosome data structures; combining genes of each selected pair of parent epsilon chromosome data structures according to at least one evolutionary operator to generate a plurality of child epsilon chromosome data structures, each child epsilon chromosome data structure providing one or more genes each having a respective candidate epsilon value representing a respective step size or spacing for the respective problem objective; and evaluating each of the plurality of child epsilon chromosome data structures according to one or more epsilon objective functions to generate respective epsilon objective function values for each child epsilon chromosome data structure, where each epsilon objective function is associated with a respective goal associated with at least one a priori criterion, where each respective epsilon objective function value indicates an extent to which each respective goal can be achieved.

Abstract: According to some embodiments, a method and system provides executing, by a processor, a software module under test to obtain a first reference set of data; executing, by the processor, the software module under test to obtain a second reference set data; transforming, by the processor, the first reference set of data and the second reference set of data into a first formal text form representation and a second formal text form representation, respectively; determining a plurality of differences between the first set of reference data and the second set of reference data by comparing the first formal text form representation and the second formal text form representation; filtering the plurality of differences to obtain a sub-set of the plurality of differences based on at least one filter criteria; and generating a report of the sub-set of plurality of differences.

Abstract: For each of a plurality of concepts indicated in an XBRL schema associated with an XBRL instance, concept relationship information is determined. The concept relationship information is determined from the XBRL schema, context information indicated in the XBRL instance, and at least one of a plurality of files that constitute a taxonomy set for the XBRL instance. Attribute information is determined for each concept based, at least in part, on the XBRL schema and at least one of the files that constitute the taxonomy set. An XML document is generated with XML elements structured in accordance with the concept relationship information. Each of the XML elements is populated with corresponding ones of XBRL facts to yield the structured XML data model instance.

Abstract: Methods and corresponding Machine-to-Machine Application Server (M2M-AS) and XML Data Management Server (XDMS) are provided for managing groups of M2M applications running on various devices. As groups of M2M applications are formed in a network, the group information comprising identities of the groups and identities of M2M applications belonging to each group is relayed to the M2M-AS. The later further sends such information to the XDMS server for storage. Requests for group membership related to M2M applications can then be handled. When a request for group membership related to an application is received at an M2M gateway or at the M2M-AS, the request is further sent to the XMDS server, which replies back to the requestor with identities of the group(s) that comprise the given M2M application, thus enabling, for example, the requestor to communicate not only with the application, but with entire groups comprising the application.

Abstract: The present invention involves a field of mobile terminals and discloses a method and a device for importing backup data for a mobile terminal. The method and device for importing backup data for the mobile terminal provided by the present invention is convenient for a user to manage, simple to operate and easy to implement since the message data of the mobile terminal pre-stored in the xml file are used and classified to be imported to the mobile terminal.

Abstract: The present disclosure describes methods and systems for managing a database having a plurality of tables. The tables represent master data of a business application. In one example, a method includes receiving an input command from a user for maintaining a table of the plurality of tables. After receiving the command, an Extensible Markup Language (XML) file corresponding to the table is identified. Thereafter, a screen suitable for enabling the user to perform one or more functionalities corresponding to the input command is prepared. The screen is prepared by using a screen object corresponding to the XML file. Various examples of the functionalities can include, but are not limited to, View, Add, Update, and Delete. Subsequently, a query corresponding to the input command is executed for maintaining the table based on the functionalities.

Abstract: A hierarchal structure manipulation system may include a nested table generation module to generate nested tables representing hierarchal relationships of computing systems in a distributed computing environment. A hierarchal structure manipulation module may access at least one nested table to manipulate a hierarchal structure represented by the nested table. The hierarchal structure manipulation module may use a generic algebraic specification to manipulate the hierarchal structure represented by the nested table. The generic algebraic specification may provide a generic abstraction across a plurality of the computing systems in the distributed computing environment.

Abstract: Computer implemented systems store descriptions of multiple different types of marketplace items as a collection of parameter-value pairs, using a table having a plurality of rows and columns, wherein values for at least two of the items are stored in cells of first and second ones of the rows, respectively; keys that provide information that can be used to decipher differential mappings of a plurality of the columns to a plurality of parameters in different ones of the rows; and one or more interfaces that collectively display previously stored parameters and values to a human end-user.

Abstract: The present invention provides a method of transferring content from a file and a database. In this case, the file includes content instances, each content instance being associated with a respective field, and each field having a respective type. The transfer is achieved by determining the type of each field, and then storing each content instance in a store in accordance with the determined field type of the associated field. Each content instance can then be transferred to the database in accordance with the determined field type. A similar procedure is provided for creating XML files based on content within the database.

Abstract: A customer relationship management (CRM) application provides a user interface to detect language selection and create a default organization application using the selected language. The CRM application can enable a user to configure a subsequent organization application utilizing settings inherited from the default organization application. The CRM application can further enable the user to provide a second base language selection for the subsequent organization application installation and create the second organization application according to the language selection in hosted and/or on-premise environments.

Abstract: A normalization engine, system and method provide normalization of and access to data between heterogeneous data sources and heterogeneous computing devices. The engine includes connectors for heterogeneous data sources, and conduits for gathering a customized subset of data from the data sources, as required by a software application with which the conduit is compatible. Working together, the connector and conduit may gather large amounts of data from multiple data sources and prepare a subset of the data that includes only that data required by the application, which is particularly advantageous for mobile computing devices. Further, the conduit may process the subset data in various formats to provide normalized data in a single format, such as a JSON-formatted REST web service communication compatible with heterogeneous devices. As an intermediary, the normalization engine may further provide caching, authentication, discovery and targeted advertising to mobile computing and other computing devices.

Abstract: A method executed by a processor of a server sets device parameters and system parameters in relation to the server and one or more monitoring devices, and collects data from each of the one or more monitoring devices according to the set device parameters and system parameters. The collected data is stored into a first queue, and read at a specified time interval, and then stored into a database. Any abnormality in the operation of the monitoring devices is stored into a second queue and processed in real-time.

Abstract: A method, system and computer program product for preserving event data for lazily-loaded macro components. Upon detecting an event published by a publisher, the logical channel of the detected event is identified. If one of the macro components to be lazily-loaded is a primary receiver for that logical channel (determined by performing a table-lookup of a data structure containing a listing of macro components and their associated logical channels for which they are to be the primary receivers), then the indication of the logical channel of the detected event along with the data of the published event are stored as a key/value pair in a data structure. Upon the macro component to be lazily-loaded having been loaded, the data of the published event associated with the logical channel for which the loaded macro component is a primary receiver is retrieved and transmitted to that logical channel.

Abstract: Various methods for modeling personalized contexts are provided. One example method includes accessing a context data set comprised of a plurality of context records. The context records may include a number of contextual feature-value pairs. The example method may also include generating at least one grouping of contextual feature-value pairs based on a co-occurrence of the contextual feature-value pairs in context records, and defining at least one user context based on the at least one grouping of contextual feature-value pairs. Similar and related example methods and example apparatuses are also provided.

Abstract: A data reporting framework that works across on-premise and hosted Customer Relationship Management (CRM) platforms enabling definition and execution of secure custom reports is provided. A fetch query language of a CRM platform is used along with reporting service tools and constructs to enable users to upload and execute custom fetch based reports with support for expressions, code, formatting, and drill through. Users are also enabled to build simple reports from within CRM and, if needed, enhance those reports using reporting service tools and re-upload in CRM. Furthermore, custom reports may be executed in a sandboxed environment to provide full security in a multi-tenant, hosted CRM system.

Abstract: A computer system for generating a user data store and analyzing the user data store comprises a memory and a processing circuit. The memory is configured to store a user data store comprising a plurality of graphs, each graph having a user identity node. The processing circuit is configured to, for each of the plurality of graphs: receive asset data representing an asset that a user has interacted with on a website; generate a first node representing the asset data and a first link coupling the first node to the user identity node of the graph; store the first node and first link as part of the graph; receive usage data representing user interaction with a website; generate a second node representing the usage data and a second link coupling the second node to the user identity node of the graph, wherein at least one of the first node and second node further represents opinion data for a product or evaluation data for a product; and store the second node and second link as part of the graph.

Abstract: The present invention provides a method of transferring content from a file and a database. In this case, the file includes content instances, each content instance being associated with a respective field, and each field having a respective type. The transfer is achieved by determining the type of each field, and then storing each content instance in a store in accordance with the determined field type of the associated field. Each content instance can then be transferred to the database in accordance with the determined field type. A similar procedure is provided for creating XML files based on content within the database.