Abstract: A frame represents a concept with a set of roles and a set of linguistic rules. If a linguistic rule is satisfied, by a unit of natural language discourse (UNLD), the frame is invoked and a frame instance produced. A frame instance specifies how the UNLD, with particular values drawn from the UNLD, fulfills the roles of the frame. A frame-based search, of target content, is accomplished in response to a frame-based user query. The search result is comprised of records, where each record is a result of a match, of the frame-based query, at a location in the target content. If the frame-based query is implicit, a match requires only that the location of the target content invokes the appropriate frame. If the frame-based query is role-specific, in addition to invoking the appropriate frame, a query search term needs to be found in the value for a role of the frame instance produced.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating image search results. One of the methods includes receiving first image search results responsive to a text query, each first image search result associated with a respective first score indicating a relevance of an image represented by the first image search result to the text query. Second image search results responsive to a query image are received, each second image search result associated with a respective second score indicating a measure of similarity between an image represented by the second image search result and the query image. A set of final image search results is selected including combining first scores and second scores of the selected first image search results. The final image search results are ordered by similarity to the query image.

Abstract: A non-transitory computer readable medium can include a local management service programmed to receive real-time status information from producer components registered within the local management service. The local management service can also periodically propagate status data to a local database based on the real-time status information, the status data corresponding to changes in the status information for at least one of the producer components. A local system manager can be programmed to push the status data across a network to a central system manager to facilitate a storing of the status data in a central database, wherein the status data pushed to the central system manager includes only status data changed in the local database.

Abstract: Disclosed are systems, apparatus, methods, and computer readable media for presenting updates to associated records to publish on an information feed in an on-demand database service environment. In one embodiment, data is received at a computing device configured to provide computing services via a network. The data may be separated into a plurality of data entries to define structured data. Each data entry may have a plurality of data fields. Each data field may be capable of being assigned a respective data value. The structured data may be stored in a database in an on-demand computing services environment. References to the structured data may be capable of being stored as feed items in one or more feed tables in a database. The feed items may be capable of being published in an information feed displayed on a display device.

Abstract: The present description refers to a computer implemented method, computer program product, and computer system for receiving a resource request at an in-memory database platform that includes an application server and an in-memory database, generating a Hadoop connection function call based on the resource request, forwarding the Hadoop connection function call to a function call conversion service, identifying which of a plurality of Hadoop interface services correspond to the Hadoop connection function call, generating a Hadoop interface service function call corresponding to the Hadoop connection function call based one or more parameters included in the Hadoop connection function call, and forwarding the Hadoop interface service function call to the identified Hadoop interface service to initiate processing by a Hadoop cluster.

Abstract: A method analyzes the visual content of media such as videos for collecting together visually-similar appearances in their constituent images (e.g. same scenes, same objects, faces of the same people.) As a result, the most relevant and salient (of clearest and largest presence) visual appearances depicted in the videos are presented to the user, both for the sake of summarizing the video content for the users to “see before they watch” (that is, judge by the depicted video content in a filmstrip-like summary whether they want to mouse-click on the video and actually spend time watching it), as well as for allowing to users to further refine their video search result set according to the most relevant and salient video content returned (e.g. largest screen-time faces).

Abstract: A parallel-processing apparatus and method provide for synchronous replication in a database management system (DBMS). During synchronous replication into the active node and the standby node in the DBMS, replications of transactions are parallelized in units of transactions, thereby improving a performance of the DBMS, guaranteeing atomicity and consistency of the transaction, and solving the deadlock state which may occur in parallel-processing.

Abstract: Methods and apparatuses for processing streaming data using programmable logic are disclosed. With an exemplary embodiment, a programmable logic device can be used to sort streaming data and provide a processor with access to the sorted data. With another exemplary embodiment, an Internet search engine can include a programmable logic device to perform match operations in response to search queries for web pages. With another exemplary embodiment, a programmable logic device is configured to perform match operations on streaming data while a processor is freed to perform other tasks.

Abstract: Methods, systems, and apparatus for determining resource quality based on resource competition. In an aspect, a method comprises: for each of a plurality of resource locators: generating first value for the resource locator that indicates, for a plurality of first sets of search results that each include the resource locator, a number of occurrences of other resource locators that were impressed and not selected when the resource locator was selected; generating a second value for the resource locator that indicates, for a plurality of second sets of search results that each include the resource locator, a number of occurrences of other resource locators that were selected when the resource locator was impressed and not selected; and generating, based on a difference between the first value and the second value, an adjustment factor for the resource locator for adjusting a score associated with the resource locator during a search operation.

Abstract: A method includes determining, by a processor, that a write request indicates a clone file that was cloned from a file in a first fileset. The clone file is of a second fileset and a clustered file system comprises the first fileset and the second fileset. A data block of the clone file affected by the write request is determined. The method includes determining that the data block at a current location cannot be modified. In response to a determination that the data block at the current location cannot be modified, the method includes implementing the write request with respect to the data block at a different location and indicating that the data block at the different location can be modified for subsequent write requests that indicate the clone file.

Abstract: A search technology generates recommendations with minimal user data and participation, and provides better interpretation of user data, such as popularity, thus obtaining breadth and quality in recommendations. It is sensitive to the semantic content of natural language terms and lets users briefly describe the intended recipient (i.e., interests, eccentricities, previously successful gifts). Based on that input, the recommendation software system and method determines the meaning of the entered terms and creatively discover connections to gift recommendations from the vast array of possibilities. The user may then make a selection from these recommendations. The search/recommendation engine allows the user to find gifts through connections that are not limited to previously available information on the Internet. Thus, interests can be connected to buying behavior by relating terms to respective items.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for expressing and evaluating aggregation functions, including aggregation functions in the context of recursive aggregates, in data languages that implement fixed point semantics. One of the methods includes receiving input specifying, explicitly or implicitly, an aggregation function agg having an input type and an output type, a relation s that has a domain and a range and that represents one or more entities to be aggregated over, and a relation t that is a relation from the range of s to the input type of the aggregation function agg; and evaluating an aggregation construct agg* to calculate a relation between the domain of s and the output type of the aggregation function agg according to agg*(s, t)={(m, agg(n))|?d: (m,d)?s,n??{|t(y)|y?s(m)|}}.

Abstract: Provided is a method for processing input data in a storage system and in communication with a repository. Views are generated that comprise a tree of nodes selected from a subset of nodes in a hierarchical representation of a schema. The views are saved to the repository. At least one of the views are used to create a job comprising a sequence of data transformation steps to transform the input data described by input schemas to the output data described by output schemas.

Abstract: A method for calculating a social credit score based on online activity of a user is provided. Online activity may be monitored and processed to calculate an indicant of user activity and its influence on other users to obtain a social credit score of the user. Social credit scores may be used to stimulate users to be more active in their online socializing, share their content, and provide information. Social credit scores may be a source of information for advertisers, employers, bankers, and others. Information on social credit scores may be analyzed to determine users with high scores to distinguish top score users and mark them with special prizes, titles, or symbols. Additionally, a list of top scorers may be published via a social networking engine or otherwise as an additional factor of stimulation for other users.

Abstract: Systems and methods are provided for providing search results. An expert search thread associated with a search term is received. A first query from a first user based on the search term is received, and a set of results to the first query is provided, where the set of results includes the expert search thread. A credibility score is determined for the expert search thread. A second query is received from a second user based on the search term. A placement of the expert search thread in a set of results for the second query is determined based on the credibility score for the expert search thread, and the set of results for the second query is provided to the second user.

Abstract: A system, computer-implemented method, and a computer-readable storage medium for a data graph traversal are provided. The input parameters for traversing the data graph are received. The data graph having a set of vertices and a set of edges are stored in a column based format in a memory cache of a computer device based on the input parameters is traversed. The traversal generates a set of traversed vertices that are the result of the graph traversal.

Abstract: According to one embodiment of the present invention, a system analyzes one or more change records based on text analytics using dictionaries and rules for the analysis in order to generate an index of analyzed data that represents the one or more change records. The change records each include a change and corresponding time frame for occurrence of the change. Information from a request is applied to the index of analyzed data to determine one or more candidate causes for the incident and the corresponding time frame for occurrence of the change. A time associated with the request is correlated with the corresponding time frame for occurrence of the change to identify the one or more candidate causes in the one or more change records as causes for the incident. Embodiments of the present invention further include a method and computer program product for determining causes of an incident.

Abstract: A method and apparatus relate to recognizing anchored patterns from an input stream. Patterns from a plurality of given patterns are marked as anchored patterns. An anchored state tree for the anchored patterns of the plurality of given patterns is built, including nodes representing a state of the anchored state tree. For each node of the anchored state tree, a failure value equivalent to a node representing a state in an unanchored state tree representing unanchored patterns of the plurality of given patterns is determined.

Abstract: Methods, apparatus and articles of manufacture to archive data are disclosed. An example method to archive data disclosed herein comprises determining an initial data model representing functional dependencies among attributes of the data, the initial data model having fully interdependent functional dependencies among all attributes of the data, pruning one or more functional dependencies from the initial data model to determine a verified data model, and archiving a transaction included in the data to memory according to the verified data model.

Abstract: An Internet-based system capable of automatically maintaining contact-related information in any computer software application or digital device which stores or manages contact-related information. More particularly, the system allows users to automatically enter and maintain contact-related information in a digital address book or similar application or device (such as a wireless phone or PDA) with minimal or no manual entry of the contact-related information by the user. The system also allows contacts of the user (i.e. people who's contact information or partial contact information is present in the user's address book application) to make corrections to their contact-related information contained in the user's address book, request reciprocal contact information from the user, deny the user access to additional or corrected contact-related information and take other actions relative to managing the contact-related information which others (users) have about them.