Abstract: A method, system, and computer-program product for identification of digital content using a meta-content identifier construct are disclosed. The method includes obtaining a meta-content identifier construct (where the meta-content identifier construct comprises information), identifying one or more digital content constructs, determining one or more parameters, and producing one or more results by retrieving digital content using the one or more digital content constructs. The one or more digital content constructs are identified, at least in part, using at least a portion of the information. The retrieving comprises filtering the digital content, and the filtering uses the one or more parameters.

Abstract: In various embodiments, a system and method are provided to: display, utilizing a touch screen, a first user interface of the first application; detect, utilizing the touch screen, user input via the first user interface of the first application; in response to the detection of the user input via the first user interface of the first application: cause the first application to perform an operation based on the user input, and cause a universal resource identifier (URI) to be sent to the second application; after causing the first application to perform the operation, identify one or more results of the operation; after causing the URI to be sent to the second application, receive, from the second application, data that is retrieved by the second application from at least one server via at least one network; and based on the received data and received other data that is retrieved via the at least one network, display, utilizing the touch screen, a first user interface element with the one or more results of th

Abstract: Embodiments use successive refinement to allow a user to systematically explore the result set of an arbitrary query over RDF, such as a SPARQL query. A user inputs an arbitrary base query and modifies this query by replacing selected variables with values to which each selected variable is bound within the result set of the base query. Embodiments present, via a GUI, variable facets that may be substituted for query variables. Embodiments also present, through a GUI, a query history graph that represents query versions that a user has created. A user may navigate this query history graph to return to previously-created query versions. The GUI also provides information about the facets, including a number of results that would be included in the result set of the query version resulting from substitution of the facet for the associated variable.

Abstract: The values of various operating and/or configuration parameters of a data environment are managed using a set of self-service Web services and interfaces of a separate control environment. A customer can submit a Web services call into an externally-facing application programming interface (API) or other such externally-facing interface of the control environment. The API receiving the call, as well as information extracted from the call, can be used to determine appropriate adjustments to be performed in the data environment. A workflow can be instantiated that includes tasks used to validate and/or apply the adjustments to the target resources, such as databases, data instances, data stores, instance classes, etc. Various real-time functions such as monitoring and auto-scaling also can be performed via the control plane.

Abstract: An apparatus, method and associated system is described for the production of search results that are determined to be of interest to the user based on both the search phrase and the level of expertise of the user. Literature is analyzed from a plurality of different domains, and a database, map and/or lexicon is built that categorizes the literature by different levels of expertise. Each item of literature is assigned a particular level of expertise. At least one keyword in a user's search query is analyzed and compared with at least part of the database, and a user's level of expertise is based, at least in part, on the comparison. A set of search results is generated for the search query that is weighted, at least in part, based on a correlation between the user's level of expertise and the particular level of expertise assigned to each item of literature.

Abstract: Improved methods, systems and apparatus for storing and repairing multimedia files are provided that overcome the limitations of existing multimedia file repair technologies. Backup copies of the multimedia container information associated with given multimedia content data are stored, along with the multimedia content data, on an external storage detachably coupled to a recording device. A primary copy of the multimedia container information is stored on an internal storage associated with the recording device. The recording of the primary container information and the content data is performed in real-time or nearly real-time as the content data is captured by the recording device. In the case of an abnormal event (e.g., battery failure, disconnect of storage media), container information may be selected from the primary copy or the backup copies of the container information, thereby increasing the likelihood that the container file can be successfully repaired or regenerated.

Abstract: A data storage and retrieval system for a computer memory configured according to a document store adapted to contain documents. The document store includes a document data structure containing a header and a document having one or more members. The document store further includes a chain of one or more differential data structures, each having a header and at least one updated member. The updated member has a value which is updated relative to a value in a corresponding member having a same identifier in the document data structure or in a preceding differential data structure in the chain. A header of each of the differential data structures includes a pointer to the document data structure or the preceding differential data structure in the chain, and a flag indicating that each of the differential data structures contains less than all of the members of the document data structure.

Abstract: There is provided systems and methods for mapping of text phrases to a taxonomy. In an aspect, the method including: receiving the corpus and the taxonomy; mapping the text phrases in the corpus to a set of word embeddings in a word embedding space, where each sequence of word embeddings corresponds to individual words in one of the text phrases; vectorizing the taxonomy to a set of node embeddings in a node embedding vector space; mapping the set of word embeddings to the set of node embeddings using a mapping function, the mapping function outputting points in the node embedding space associated with sequences in the word embeddings; and outputting the mapping function.

Abstract: In one embodiment, a computer-implemented method is provided, comprising: developing at least a portion of a particular application that is configured to be installed on at least one device including an operating system, a web browser, and another application; developing a web page that includes a Hypertext Transfer Protocol (HTTP) link; causing the web page that includes the HTTP link to be hosted by at least one server in connection with a web site; causing to be stored, in connection with the particular application, first information identifying at least one aspect of the web site; causing to be stored, at the at least one server, second information identifying the particular application; via at least one network, receiving, at the at least one server and from the at least one device, a first request initiated via the web browser of the at least one device; and in response to the first request, serving, to the at least one device via the at least one network, the web page that includes the HTTP link such t

Abstract: A device and method are described for universally repositing repeatedly accessible information.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and wired and wireless network communications to interface among repositories of disparate datasets and computing machine-based entities configured to access datasets, and, more specifically, to a computing and data storage platform to implement predict data constraints to validate one or more portions of a dataset, according to at least some examples. For example, a method may include predicting a subset of constraint data to validate a graph-based data arrangement, and analyzing the graph-based data arrangement against a subset of constraint data to determine an action. At least one action may include validating data in a graph-based data arrangement. Also, the method may include integrating graph-based data arrangement into a graph data arrangement responsive to determining data representing a validation.

Abstract: A device (100) for and a method of determining a length of a history of instances of a first type of data are provided. The device comprises a second data set unit (104), a first data set unit (102), a first conditional entropy unit (106), a threshold unit (108), and a length determining unit (114). The first data set unit, the second data set unit and the threshold unit obtain input data. The first conditional entropy unit determines a first conditional entropy for a second data set given a first data set. The determining unit searches for a length of the relevant history by determining a smallest length for sequences of a reduced first set of data for which a second conditional entropy for the second set of data, given the reduced first set of data, is within a maximum entropy increase threshold from the first conditional entropy.

Abstract: A user may submit a search query to a search engine, which may process the search query and generate a set of results. Previous actions of the user or of other users may be used to identify recommended search queries. The recommended search queries may be presented to the user along with the search results for the query. The location of the recommended search queries may be fixed, set by the user, or determined on a query-by-query basis. A user interface element operable to cause the presentation of one or more recommended search queries may be presented after a delay. After an additional or independent delay, the recommended search queries may be presented automatically. The delays may be fixed, set by the user, or determined on a query-by-query basis.

Abstract: Methods and systems for ranking a plurality of articles for rendering on a website for a user account include receiving a request for accessing the website. Features are identified for the plurality of articles selected for rendering on the website. Each feature is associated with a value parameter having a value in a multi-dimensional vector space. A pair of solutions is identified for an article of the plurality of articles, wherein the pair of solutions identifies a portion of the multi-dimensional vector space that satisfies multiple objectives. A vector point defining the optimal solution is selected for the article from within the portion of the multi-dimensional vector space. The selected vector point is used in computing an article score for the article. The article score for the plurality of articles is used to identify and present a subset of the articles on the website for the user.

Abstract: A Codex human knowledge encyclopedia including a webpage database residing in the Codex and stored in non-volatile digital memory, a master index and a partial master index for each element of the Codex, an optimizer receiving from a computing device interactive input, and executing software instructions to transform input based on rules of grammar and semantics into a search pattern and personalizing the search pattern by adding Global Positioning System (GPS) coordinates from the computing device. Mapping the search pattern to an element stored in the Codex and upon identifying the search pattern, obtaining the optimal dataset from the Codex bypassing all calculations since optimal dataset is readily available, picking and arranging, in an order from highest to lowest, from the optimal dataset, the top responses as output based on personalized usage pattern of behavior, and displaying the output to the user.

Abstract: Unstructured data are processed in response to a request for information to derive attributes. The attributes include a subset of variables utilized to determine the requested information. The attributes are ranked based on a set of relevance factors for determining the requested information. One or more attributes are selected for presentation to a user based on the ranking to receive modifications and produce modified attributes. The requested information is determined based on the set of variables including the modified attributes.

Abstract: A method and system for automatically scaling out read operations in an automated self-scaling database system are provided. An automated self-scaling database module analyzes telemetry information from a primary database and a first standby database to determine whether there is the need for upscaling storage capacity and computation resources of the database system for read operations. When upscaling is needed, a snapshot of the first standby database is taken and stored at a snapshot storage system. The snapshot is a complete copy of data stored in a storage system of the first standby database at a given time. Upscaling is then automatically initiated by provisioning a new standby database by automatically provisioning a new virtual machine (VM) and a new storage system for the new standby database, and then restoring the snapshot that was taken from the snapshot storage system to the new standby database.

Abstract: An information processing apparatus according to the present application includes a classification unit, a conversion unit, a label acquiring unit. The classification unit that classifies a feature vector by using a classification vector, the feature vector being converted from target data. The conversion unit that converts the feature vector into an embedding vector in accordance with a conversion rule according to classification performed by the classification unit. The label acquiring unit that acquires, as one or more labels to be provided to the target data, one or more labels acquired based on the embedding vector converted by the conversion unit.

Abstract: A method and system are provided for automatically scaling out write operations in an automated self-scaling database system. The database system initially includes a first primary database (PD) and a first standby database. Telemetry information from the first PD is analyzed to determine whether the first PD has reached its maximum computation and storage capacity. If so, a write scaling process is automatically initiated so storage capacity and computation resources of the system can be upscaled for write operations. To write scale, a new PD can be automatically provisioned, and once it is active, tenants of the system can be distributed among the first PD and the new PD (e.g., equally distributed or distributed based on workload, etc.) such that the first PD handles requests that originate from a first group of the tenants, and the new PD handles requests that originate from a second group of the tenants.

Abstract: A request for a most reliable demographic fields data for a selected demographic field associated with an entity may be received at an entity matching system. A plurality of records associated with the entity may be received at the entity matching system. Each of the plurality of records may include at least one demographic field. A demographic field corresponding to the selected demographic field may be identified from the at least one demographic field for each of the plurality of records. A reliability score may be determined for the corresponding demographic field for each of the plurality of records. The corresponding demographic field with the highest reliability score may be determined as the most reliable demographic fields data.