Abstract: Various aspects of the subject technology relate to systems, methods, and machine-readable media for granting access to cases for users through a common data model that brings together data from multiple e-discovery applications. The method includes associating a user with a case number. The method includes assigning a case name to each case number. The method includes associating contact information of the user with the case number. The method includes receiving a request to access the case number. The method includes, in response to receiving the request, issuing an access link to the user. The method includes authenticating the user based on at least the access link. The method includes granting access to the case number based on the contact information. The method includes generating data insights regarding the case number. The method includes causing display of the data insights through a user interface.

Abstract: Examples of the present disclosure describe systems and methods for cross-provider topic conflation. In aspects, a request relating to one or more topics may be received by a content surfacing platform. One or more data sources of multiple content providers may be searched for documents relating to the topic(s). Document content (e.g., document metadata and sentences, phrases, and other word content within the document) relating to the topic(s) may be extracted from the documents of the various content providers. The document content may be classified and/or separated into subparts. The subparts may be clustered and/or conflated by topic, thereby removing duplicated data while preserving the unique information in each subpart. The conflated topics may be stored in a single knowledge base, such as an enterprise knowledge graph, and/or presented in response to the request.

Abstract: The present disclosure relates to a method of matching a text with a design performed by an apparatus for matching a text with a design. According to an embodiment of the present disclosure, the method may comprise acquiring an image from information including images and texts; learning features of the acquired image; extracting texts from the information and performing learning about a pair of an extracted text and the acquired image; extracting a trend word extracted at least a predetermined reference number of times among the extracted texts; performing learning about a pair of the trend word and the acquired image; and identifying a design feature matched with the trend word among learned features of the image.

Abstract: A data processing system for identifying one or more portions of executable logic that are executed in processing one or more data items that are each associated with a given value of a key by accessing the specification that represents the executable logic; and generating a log record for the given value of the key, the generating including: for each of the one or more of the data items associated with the given value of the key: identifying a given state of the specification that is maintained for the given value of the key associated with that data item; processing that data item including executing, on that data item, executable logic that are specified in the identified given state of the specification; and generating the log record specifying the execution of those one or more portions of the executable logic for that given value of the key.

Abstract: System and method of generating an executable action item in response to natural language dialogue are disclosed herein. A computing system receives a dialogue message from a remote client device of a customer associated with an organization, the dialogue message comprising an utterance indicative of an implied goal. A natural language processor of the computing system parses the dialogue message to identify one or more components contained in the utterance. The planning module of the computing system identifies the implied goal. The computing system generates a plan within a defined solution space. The computing system generates a verification message to the user to confirm the plan. The computing system transmits the verification message to the remote client device of the customer. The computing system updates an event queue with instructions to execute the action item according to the generated plan upon receiving a confirmation message from the remote client device.

Abstract: A method for packaging media for optimizing media distribution in a media streaming network may be provided. The method may include: receiving, by a media streaming server, an immersive media stream comprising one or more immersive media assets associated with one or more scenes; identifying a subset of the one or more immersive media assets that comprise essential elements of a respective scene; ordering the one or more immersive media assets in a sequence, based on the identified subset of the one or more immersive media assets that comprise essential elements of a respective scene in the one or more scenes; and streaming the one or more immersive media assets in the ordered sequence from the media streaming server to a client device.

Abstract: A Frequency Modulated Continuous Wave, FMCW, radar system is provided. The radar system comprises one or more antennas configured to transmit and receive FMCW radar wave signals for scanning for objects within a full circular detection coverage range, and processing circuitry configured to provide scan data based on transmitted and received FMCW radar signals and azimuth position of the antenna(s).

Abstract: A computerized method for automated sustainability data source ingestion and processing includes searching multiple data sources according to specified data ingestion criteria to obtain sustainability data associated with at least one target entity, and supplying the target entity and the obtained sustainability data to a machine learning model to generate a sustainability data source valuation output for each of the multiple data sources. The method includes determining, for each of multiple categories and subcategories, a valuation score based at least in part on one or more of the sustainability data source valuation outputs, and an entity sustainability score based at least in part on one or more of the valuation scores. The method includes determining an overall entity sustainability score associated with the at least one target entity according to the determined entity sustainability scores for the multiple categories and subcategories.

Abstract: A building system including one or more memory devices configured to store instructions that cause one or more processors to store a graph data structure in a data storage device including a plurality of nodes representing a plurality of entities and a plurality of edges between the plurality of nodes representing a plurality of relationships between the plurality of entities, wherein the plurality of entities include a first entity representing one of a person, place, or piece of equipment of the building, wherein a second entity of the plurality of entities represents a software component, wherein the software component performs operations for the person, place, or piece of equipment of the building indicated by one or more edges of the plurality of edges relating the first entity to the second entity and cause the software component to execute and perform the operations for the person, place, or piece of equipment.

Abstract: The disclosure relates to a collecting method implemented by a first device including a first volatile memory, this first device interacting with a second device including a second non-volatile memory, the memories comprising objects each constituting an instance of an object-oriented language class. The method comprises an analysis of the objects by running through an object tree from the persistent roots; and on detecting that the analysis is finished, a collecting from the first and second memories for deleting each object that has not been analyzed during said analysis. This analysis in particular comprises, for each object: the identification of each reference pointing to another object; and the definition of a first or second type for each identified reference, this analysis continuing only along the references of the first type.

Abstract: A method and a system are disclosed for generating a global identifier for linking or unifying a plurality of de-identified customer data received from multiple source environments. The plurality of customer data is de-identified based on a master salt and a master token is generated. The master token is encrypted using a source-encryption key to generate a source token. The source token is also encrypted using a target-encryption key to generate a transfer token. At a central environment or a central storage unit, the transfer token is decrypted and the source token is obtained. Thereafter, source token is decrypted to obtain the master token. At the central storage unit, the master token is hashed with a target salt to generate the global identifier which is subsequently used to unify the plurality of de-identified customer data.

Abstract: Methods and apparatus to determine media viewing information for hybrid content delivery are disclosed. An example apparatus includes at least one memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to monitor network traffic associated with at least one device during a media session, determine viewing information associated with the media session based on a consumption data message in the network traffic, the consumption data message transmitted by the at least one device, determine a program identifier of primary content received by the at least one device, the program identifier indicative of a program presented as the primary content by the at least one device, associate a panelist identifier with the viewing information and the program identifier of the primary content, and generate a media session report based on the panelist identifier, the viewing information, and the program identifier.

Abstract: Methods and apparatuses are described for automatic intelligent query suggestion for information retrieval applications. A server a) determines candidate intents associated with user input text received from a remote device, including applying a trained intent classification model to the user input text to predict candidate intents. The server b) calculates a likelihood value for each of the candidate intents. The server c) compiles a list of suggested queries based upon the candidate intents and associated likelihood values. The server d) identifies a subset of the list of suggested queries for display on the remote device. Upon detecting an update to the user input text at the remote device, the server repeats steps a) to d) using the updated user input text, or upon detecting a selection of one of the suggested queries at the remote device, the server retrieves content responsive to the selected query.

Abstract: A system and method for distributing revenue among users based on quantified emotional data and qualified emotional data of the corresponding users. The method includes the step of collecting biorhythm data of the user through a wearable user device. The method includes the step of receiving the biorhythm data through a computing unit. The method includes the step of analyzing the received biorhythm data and computing an emotional score of each user through an algorithmic module. The method includes the step of monitoring the emotional score of each user through a tracking module. The method includes the step of sending a referral to potential users to perform actions pertaining to a platform and product through a referral module. The method includes the step of computing individual total sub score for each user using the quantified emotional data and the qualified emotional data for an interval of time through a first computation module.

Abstract: One aspect of the disclosure relates to providing players pricing of in-game virtual items associated with their experience and their progress in the game. For example, the first player and the second player may have similar triggers, similar in-game events, and actually have different prices and currencies inside each story depending on each player's progress in the game, thus creating an individualized experience that may alter from player to player.

Abstract: A request to execute a database command is transmitted from a device to a database command execution device. The request includes a first indicator of a first set of tokens available at the device at a time that the request is transmitted. A response to the request is received. The response includes a second indicator of a second set of tokens available at the database command execution device at a time that the request is received at the database command execution device. Responsive to a determination that the second indicator is different from the first indicator, a request for updated tokens is transmitted to the database command execution device. The first set of tokens is updated based on a received response to the request for the updated tokens. A list of tokens the updated first set of tokens that match a partial token received as an input is output.

Abstract: Example techniques facilitate for applying a share restriction to a curated playlist within a shared playback queue. In example implementations, a first media playback system may share its playback queue with a second media playback system. The playback queue of the first media playback system may include a curated playlist associated with a share restriction. When sharing its playback queue of the first media playback system, the first media playback system may enforce the share restriction on the curated playlist as queued in a second playback queue of the second media playback system.

Abstract: In various implementations, a client device includes a dashboard rendering framework that processes a dashboard definition. A search query in the dashboard definition is associated with smart source tokens corresponding to lifecycle events of the search query being executed. A dynamic data source transmits the search query to retrieve field values and a token management system automatically sets the smart source tokens to be updated. As the search query is being executed, and the token management system receives updated data values and updates the smart source tokens. The dashboard rendering framework retrieves events with the applicable values for the smart source tokens and renders the dashboard according to the dashboard definition by substituting smart source tokens with the corresponding values. The dashboard rendering framework then updates one or more visualizations in real time as the token management system updates the smart source tokens in real-time.

Abstract: Systems and methods for detecting code duplication are disclosed. In one embodiment, a method for detecting exact code snippet duplicates may include: (1) representing, by a code duplication detection computer program, each of a plurality of code snippets in a codebase as an abstract syntax trees; (2) featurizing, by the code duplication detection computer program, the abstract syntax trees into corpus feature vectors by converting the abstract syntax tree into vector representations; (3) generating, by the code duplication detection computer program, dense feature vectors from the corpus feature vectors using a dimension reduction technique; (4) identifying, by the code duplication detection computer program, exact duplicate code snippet matches by apply density-based clustering to the dense feature vectors; and (5) tagging, by the code duplication detection computer program, the exact duplicate code snippets.

Abstract: A system and method for determining whether an entity is acquiring duplicate data using a machine learning model. The system includes a repository having a plurality of databases that store data and information in a format accessible to users, and a back-end server operatively coupled to the repository and being responsive to the data and information from all of the databases. The back-end server includes a processor for processing the data and information, a communications interface communicatively coupled to the processor, and a memory device storing data and executable code. The code causes the processor to collect data and information from the databases, store the collected data and information in the memory device, process the stored data and information through the machine learning model to determine whether the entity is acquiring duplicate data, and transmit a communication on the interface identifying that the entity is acquiring duplicate data.

Abstract: A data processing method and apparatus, a device, and a non-transitory computer-readable storage medium are provided. A target data table is obtained that includes at least two index keywords corresponding to a target object. Metadata information corresponding to the target data table is merged to obtain a metadata management table. Feature mapping is performed on data in the target data table according to the metadata management table in order to obtain data features corresponding to the at least two index keywords in the target data table and in order to generate data feature tables. The data feature tables are merged to obtain an index table. A metadata management table is constructed through the metadata information of the target data table. An index table corresponding to the target data table is generated according to the metadata management table to implement the inverted index of the data through the index table.

Abstract: In an aspect, a data processing system stores an integrated hierarchical and spatial database comprising all geospatial units of each geographical entity stored within a plurality of datasets from one or more data publishers and stores integrated hierarchical and spatial relationship information for each geospatial unit with respect to other geospatial units, receives a query to the integrated hierarchical and spatial database, wherein the query specifies a geographic place, a geospatial unit, a time period, a search topic, or any combination thereof, to be applied across the one or more data publishers, the plurality of datasets, and a plurality of hierarchies of the plurality of datasets, and transmits a response to the query, wherein the response includes one or more search results linked together across the one or more data publishers, the plurality of datasets, the plurality of hierarchies, or any combination thereof.

Abstract: The present teaching generally relates to detecting providing pre-validated data buckets for online experiments. In a non-limiting embodiment, user activity data representing user activity for a first plurality of user identifiers may be obtained. A first set of values and a second values, representing first and second user engagement parameters, respectively, may be generated for each user identifier based on the user activity data. A first ranking and a second ranking may be determined for the first and second sets, respectively. A first exclusion range including a first number of values to be removed from the first and second sets may be determined. A homogenous value set may be generated by removing the first number of values from the first and second sets, where each value from the homogenous value set corresponds to a user identifier available to be placed in a data bucket for an online experiment.

Abstract: A system and method for automatically generating organization level ontology for knowledge retrieval, are provided. An input/output unit receives a plurality of documents from document sources and an ontology generation system generates the organization level ontology based on the documents. The ontology generation system extracts one or more nodes and directed relationships from each document and generates an intermediate document ontology for each document. A combination of syntactic, semantic, and pragmatic assessment of intermediate document ontology is performed to assess at least structure and adaptability of the ontology. The ontology generation system further generates a refined document ontology, based on assessment, to satisfy one or more quality metrics. Each of the refined document ontologies is integrated together to generate the organization level ontology.

Abstract: An inter prediction method is provided, including: obtaining a first reference frame index and a first motion vector of a to-be-processed block (101); deriving a second reference frame index from the first reference frame index, where the second reference frame index is different from the first reference frame index (102); scaling the first motion vector to obtain a second motion vector (103); obtaining a first reference block of the to-be-processed block according to the first reference frame index and the first motion vector (104); obtaining a second reference block of the to-be-processed block according to the second reference frame index and the second motion vector (105); and weighting the first reference block and the second reference block to obtain a combined prediction block (106). Each reference list for inter prediction is allowed to include two groups of motion information, which helps improve an inter prediction effect.

Abstract: When analyzing operation of an online system, such as an online concierge system, that receive queries from users and return results in response to those queries, queries received by the online system may include different numbers of terms. The variations in numbers of terms included in different queries makes it difficult to efficiently group queries for analysis, resulting in inefficient analysis of individual queries when analyzing different queries based on their structure. To more efficiently analyze different queries, the online system groups queries based on a number of terms in the query. In some embodiments, queries are grouped based on a logarithmic scale of the number of terms in the query, while in other embodiments queries are grouped based on a square root of the number of terms in the query.

Abstract: An information display method and apparatus, and an electronic device are provided. The method includes: receiving an instruction for displaying a page for instant messaging; displaying, in response to the instruction, a display page for the instant messaging, where the display page includes a first display area and a second display area; and displaying contact information in the first display area and displaying filtered information in the second display area, where the contact information includes an identifier of at least one contact and interaction information with the contact, the filtered information includes a filter identifier and information of a message corresponding to the filter identifier; and a message corresponding to a filter identifier is obtained by performing filtering on messages to at least one contact under a preset filtering condition corresponding to the filter identifier.

Abstract: A computer-implemented method to inject security semantics into database queries. The method includes receiving, by a database system, a query, wherein the query is received from a host and the query is generated by a first user account. The method also includes, generating an access plan for the query. The method further includes, determining a first portion of the access plan matches a first security syntax. The method includes, injecting, in response to determining the first portion of the access plan matches the first security syntax, the first security syntax into the access plan. The method further includes, executing the query. The method includes, returning a set of results of the query to the host.

Abstract: In some examples, a system receives an input graph representation of one or more query plans for one or more database queries, and generates, by an embedding machine learning model based on the input graph representation, a feature vector that provides a distributed representation of the one or more query plans. The system determines, using the feature vector, one or more user behaviors and/or workload characteristics of one or more workloads in one or more database systems.

Abstract: Systems and methods for account matching based on partial profile data are disclosed. According to one embodiment, in an information processing apparatus comprising at least one computer processor, a method for account matching based on partial profile data may include: (1) receiving, from a merchant, partial payment card information for a merchant customer, wherein the merchant customer is also a financial institution customer; (2) querying a database to identify a plurality of payment card accounts matching the partial payment card information; (3) requesting a transaction over a payment network for the plurality of payment card accounts matching the partial payment card information; (4) monitoring the payment network for the transaction involving one of the plurality of payment card accounts matching the partial payment card information; and (5) associating the payment card account involved in the transaction as the payment card account associated with the merchant customer.

Abstract: Aspects of the disclosure are directed to late materialization of attributes in response to queries to a database implementing a database cache. Queried data is materialized in temporary memory before the data is projected as part of generating a result to the query. Instead of materializing all of the attributes referenced in a query before executing the query, a database management system materializes attributes as “late” as possible—when the operation needing the attributes is executed. The operation needing the attributes can be performed sooner, as opposed to materializing all referenced attributes are materialized before executing the query.

Abstract: Various embodiments of the teachings herein include a computer-aided method for transforming data in a relational database, containing sensor measurements, into RDF data blocks of a graph database. The method may include: providing a R2RML mapping file; breaking down and converting the data using the mapping file and a first mapping parser; generating a generation of RDF data blocks; and storing the generation as a database. After the data have been broken down and converted, checking a quality of the obtained R2RML mapping and creating a second R2RML mapping file, on the basis of which the relational data are broken down and converted into RDF data blocks. The second R2RML mapping, during the preparation of the relational data into RDF data blocks, automatically stops the processing of relational data that are not to be resolved and thus optimizes the energy efficiency of the preparation.

Abstract: A computing system of an organization receives data through multiple channels of communication; a programmatic interface for each of the different channel infrastructures may be called to convert data about a user's contact with the system. Contact records for contain data such as a user ID and a channel identifier. An operational database may receive the converted contact records from the devices or software. A transaction application may perform various tasks resulting in the generation of transaction data. A transaction record containing the transaction data may be generated in a message queue or operational database. The interface for the communication channel may convert the transaction data in a message queue, after the transaction data is detected by a listening application that monitors the message queue and logs new transaction data to the operational database.

Abstract: Methods, apparatus, and computer readable media related to interaction between a user and an automated assistant during a dialog between the user and the automated assistant. Some implementations are directed to adapting a graphical and/or audible presentation of search results provided by the automated assistant for presentation to the user. The adaptation may be in response to attribute(s), of one or more of the search results, referenced in spoken and/or typed textual input provided by the user during the dialog. Some of those implementations may enable a user to provide textual input to navigate the search results within the dialog and within resource and/or interface constraints associated with the dialog. Some of those implementations may additionally and/or alternatively enable adapting, based on textual input provided by a user to the automated assistant, when and/or whether search results having certain attributes are provided to the user by the automated assistant.

Abstract: A system and method for labelling, categorizing, structuring, and enriching unstructured data is disclosed. First, raw data is received, and a checksum is calculated and compared with an existing checksum. The raw data is downloaded to an object storage, wherein it is then parsed and transmitted to a sanity check system. The sanity checked data is then loaded into a staging database and a stability check is performed. The stability checked data is then loaded into a master database and transmitted to a search platform. Post checks are performed, and a report is generated, followed by the system updating the watchlist checksum.

Abstract: A service provider may provide a companion computer system associated with a mobile device in order to facilitate operation of the mobile device. The companion computer system and the mobile device may be associated in a database operated by the service provider. Furthermore, the companion computer system may execute a component of an application on behalf of the mobile device, where the mobile device executes another component of the application.

Abstract: A system may include various user devices coupled to a cellular network. Each user device may be associated with a respective member of a predetermined population. The system may further include a contact management server coupled to the cellular network. The contact management server may determine a previous contact event of a user device among the user devices. The contact management server may further determine a selection of a first contact type for contacting the user device. The first contact type may be different from a second contact type of the previous contact event. The contact management server may further transmit a command that triggers the contact event of the user device based on the first contact type.

Abstract: Described are a system, method, and computer program product for accelerated database queries using aggregation definitions. The method includes receiving a first set of database queries and parsing each query to produce a plurality of query parameters. The method also includes determining a plurality of frequencies based on a frequency of each query parameter occurring in the first set of database queries. The method further includes generating a plurality of aggregation definitions based on the plurality of query parameters and the plurality of frequencies. The method further includes determining a candidate set of aggregation definitions from the plurality of aggregation definitions, based on a number of queries that would be at least partially satisfied by each aggregation definition of the plurality of aggregation definitions. The method further includes generating an aggregated dataset based on the candidate set of aggregation definitions and performing a database query using the aggregated dataset.

Abstract: An electronic device includes a display, a memory, and at least one processor configured to, execute an application, obtain a content from the executed application, obtain at least one piece of information associated with the content, obtain at least one first text corresponding to the at least one piece of information, identify at least one second text associated with the at least one first text among a plurality of texts stored in the memory, control the display to display at least one first tag object including the at least one first text and at least one second tag object including the at least one second text, and based on a tag object being selected from among the displayed at least one first tag object and the displayed at least one second tag object, store, in the memory, a text corresponding to the selected tag object to be associated with the content.

Abstract: This application discloses a method and an apparatus for modifying a file name and a storage medium. The method includes: displaying a first target file of which a name is to be modified, the first target file being currently located under a target level directory, and a current file name of the first target file being a first file name; receiving a file name modification operation for the first target file, the file name modification operation being used for instructing to perform a name modification operation on object files in a file set, and the object files being located under the target level directory and having a same file name as the first target file; and modifying file names of the object files in the file set from the first file name to a second file name in response to the file name modification operation.

Abstract: Techniques described herein are directed to receiving audio input during playback of multimedia content to trigger purchase and payment for an item represented in the multimedia content. In an example, multimedia content is sent to a user device. The multimedia content may contain a representation of an item and an indication that the item can be purchased. Based on receipt of an indication that trigger words were spoken during playback, a recording is initiated. A purchase intent of the user for the item is determined based on the recording. A graphical user interface is displayed via the user device to initiate payment by the user for the item.

Abstract: A building system including one or more memory devices configured to store instructions that cause one or more processors to store a graph data structure in a data storage device including a plurality of nodes representing a plurality of entities and a plurality of edges between the plurality of nodes representing a plurality of relationships between the plurality of entities, wherein the plurality of entities include a first entity representing one of a person, place, or piece of equipment of the building, wherein a second entity of the plurality of entities represents a software component, wherein the software component performs operations for the person, place, or piece of equipment of the building indicated by one or more edges of the plurality of edges relating the first entity to the second entity and cause the software component to execute and perform the operations for the person, place, or piece of equipment.

Abstract: Systems and methods for item recommendation are described. One or more embodiments of the systems and methods include generating a hidden vector representation for each word of a source document; removing at least one word from the source document based on the hidden vector representation using a summarization network to obtain a summary document; filtering a plurality of candidate documents based on the source document to obtain a plurality of filtered candidate documents; comparing the summary document to each of the filtered candidate documents to obtain a ranking score for each of the filtered candidate documents; and identifying a relevant candidate document from the filtered candidate documents based on the ranking score.

Abstract: The method of uniquely identifying a product for subsequent recycling includes marking a surface of the product with a first trace signature being representative of the manufacturer of the product.

Abstract: An image processing system for categorising the colour of an item is disclosed. The system comprises processing means configured to: process an image of an item to extract a portion of the image where the item is located; determine a first average colour value of a plurality of colour values associated with the portion of the image where the item is located; map the average colour value to one of a plurality of predetermined colour definitions based on a plurality of colour ranges associated with each colour definition; and categorise the colour of the item according to the mapping.

Abstract: Systems and techniques provide activity monitoring and selective obfuscation of various fields or categories of information included in traffic between servers providing services and end-user devices accessing such services. The selective obfuscation may account for a user's role and one or more levels of authorization or permission assigned to such a role. More generally, the disclosed techniques provide the ability to selectively restrict end-user access to data included in server responses, such that desired portions of the data are not accessible while other portions of the data are still accessible. A traffic routing tool at a proxy server may intercept traffic to a given service and may determine whether or not the traffic should be routed to an obfuscation engine configured to selectively obfuscate traffic.

Abstract: A system may include a communication device that may enable a user to complete a digital form via a first communication session. The system may include a processor that may determine that the user has not completed the digital form, determine one or more issues associated with the user not completing the digital form based on a progress point associated with the digital form, determine a communication channel to use to follow up with the user regarding the digital form based on a data profile associated with the user, the one or more issues, or both, and establish a second communication session with the user via the communication channel to present the digital form at the progress point, such that the user can continue to complete the digital form using the second communication session.

Abstract: A method and system for determining rank positions of a set of content elements by a ranking system. During a training phase of the ranking system, a plurality of datasets of previous user interactions with interfaces are acquired. For each dataset, a last-viewed content element in the interface is determined. A win score is determined for content elements that the user interacted with. A loss score is determined for content elements ranked lower than the last-viewed content element. During an in-use phase of the ranking system, a set of content elements is received. Predicted relevance scores are determined for each content element of the set of content elements. Rank positions of each content element of the set of content elements are determined based on the predicted relevance scores.

Abstract: A method for streaming media assets using a redundant cache managed by a media streaming server in a media streaming network may be provided. The method may include receiving, by a media streaming server, immersive media stream comprising one or more immersive media assets associated with one or more scenes, determining that a subset of the one or more immersive media assets are included for a plurality of times in the one or more scenes, storing a redundant copy of each of the subset of the one or more immersive media assets in a cache maintained by the media streaming network to ensure that the each of the subset is accessible to both the media streaming server and a client, and streaming at least one media asset of the subset of the one or more immersive media assets in response to a local cache of the client not storing the at least one media asset.

Abstract: The disclosure is directed to a document management system having a label management user interface. The document management system may be configured to display document content in either a document view mode or a document edit mode in which document content is displayed in a content panel of the graphical user interface. When in the document view mode and an authenticated user has edit permissions with respect to a current document, the graphical user interface is configured to display a label management user interface including an array of user-selectable label graphical objects and a list of recommended labels selected in accordance with a label score that is based on a set of multiple heuristics. Using the label management user interface, the user may transition from recommended label operations to a dynamic search operation and to a custom label creation operation without leaving the context of the current interface.