Abstract: Representative embodiments of a distributed processing method of facilitating interactive analytics of streaming data records by receiving the data records at a plurality of distributed computational nodes, establishing and storing dimensions corresponding to attributes of the data records, parsing the streaming data records to identify matches to at least one of the dimensions and based thereon, reducing the number of data records to create a targeted subset of the data, re-distributing the targeted subsets of the streaming data records among the distributed computational nodes in accordance with the dimensions stored on the nodes, updating a database storing measures of the dimensions in accordance with the targeted subsets of the streaming data records, and using the database to respond to a query based on measures associated with one or more of the dimensions.

Abstract: Representative embodiments of a distributed processing method of facilitating interactive analytics of streaming data records by receiving the data records at a plurality of distributed computational nodes, establishing and storing dimensions corresponding to attributes of the data records, parsing the streaming data records to identify matches to at least one of the dimensions and based thereon, reducing the number of data records to create a targeted subset of the data, re-distributing the targeted subsets of the streaming data records among the distributed computational nodes in accordance with the dimensions stored on the nodes, updating a database storing measures of the dimensions in accordance with the targeted subsets of the streaming data records, and using the database to respond to a query based on measures associated with one or more of the dimensions.

Abstract: An information retrieval system for automatically retrieving information related to the context of an active task being manipulated by a user. The system observes the operation of the active task and user interactions, and utilizes predetermined criteria to generate context representation of the active task that are relevant to the context of the active task. The information retrieval system then processes the context representation to generate queries or search terms for conducting an information search. The information retrieval system determines the relevance of a word to the context by utilizing an adaptive weighting system. The information retrieval system assigns varying weights to different attributes of a word and calculates an accumulated weight of the word by accumulating all weights assigned to the word. The attributes may include word size, style, location of the word, etc.

Abstract: A computer-implemented system and method for clustering similar documents is provided. Concepts are identified for a set of documents and occurrence frequencies are determined for each concept in the documents set. A distance quantifying a similarity for each of the documents in the set with one or more clusters of documents is calculated. Each document is mapped to at least one of the one or more document clusters.

Abstract: A system may pre-fetch search result information in anticipation of a user request for the search result information. The system may receive a user search query and request initial search results from a server based on the search query. The system may receive the initial search results from the server and render the initial search results for display to the user. In anticipation of a user request for additional search results, the system may request additional search results from the server. The additional search results may then be pre-fetched for potential display to the user in response to a user request to render the additional search results.

Abstract: Methods and systems provide tools that enable users to manage electronic messages by obtaining additional information about senders, receivers or entities mentioned in messages. A computing device may identify a sender or recipient of an electronic message and search a database to obtain additional data about the sender or recipient. The additional data may be displayed with the electronic message. The additional data may also be used to calculate importance values that the computing device can use to highlight, preferentially display, or sort the electronic messages. The importance values may be calculated by applying sorting algorithms to the retrieved additional data based on user defined criteria. Importance values may also be based upon information obtained from messages. A graphical user interface may be implemented to enable users to specify criteria and weighting factors to apply in sorting electronic messages.

Abstract: One or more requests from a client for data representation items can be received by an items manager. The data representation items can represent data items in a data source. In response, the items manager can perform the following: generating placeholders corresponding to the data representation items; returning the placeholders to the client; fetching the data items from the data source; providing the data representation items to the client; and informing the client that the placeholders are to be replaced with the data representation items. The items manager may determine whether each data representation item can be synchronously returned to the client. If so, the items manager may return that data representation item synchronously, and may forego providing the client with a placeholder for that data representation item. This may allow a client to interact with a single interface for both synchronous and asynchronous data sources.

Abstract: A content list display method includes the step of displaying a list of private content owned by a user and public content not owned by the user on a screen by using a predetermined common attribute as a search key attribute for search and display such that a difference between the private content and the public content can be visually recognized.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for evaluating website properties by partitioning user feedback data are disclosed. In one aspect, a method includes receiving a plurality of document query pairs (D-Qs) associated with a website, partitioning the plurality of D-Qs into one or more groups according to values for a partition parameter associated with the plurality of D-Qs, evaluating a property parameter of the website based on aggregated user feedback data of the D-Qs included within at least one of the one or more groups, and providing the evaluated property parameter as an input for ranking documents from the website as result documents for searches.

Abstract: A method and system for combined commit transaction request and subsequent operation request for committing the operations of a synchronized transaction by one or more applications (301, 4001, 501) on a resource manager (302, 402, 502). The method comprises: receiving a combined request (310, 410, 510) for an operation and a request to commit any outstanding synchronized transaction; committing the outstanding transaction (311, 414, 512); and processing (313, 413, 517) the requested operation outside the outstanding transaction. For example, in an asynchronous messaging process, the combined request specifies an option in a get operation request to commit any outstanding units of work prior to carrying out the get operation.

Abstract: An information retrieval system uses phrases to index, retrieve, organize and describe documents. Phrases are extracted from the document collection. Documents are the indexed according to their included phrases, using phrase posting lists. The phrase posting lists are stored in an cluster of index servers. The phrase posting lists can be tiered into groups, and sharded into partitions. Phrases in a query are identified based on possible phrasifications. A query schedule based on the phrases is created from the phrases, and then optimized to reduce query processing and communication costs. The execution of the query schedule is managed to further reduce or eliminate query processing operations at various ones of the index servers.

Abstract: Provided is a text mining device capable of showing a user whether the characteristics extracted by a text mining are either common to all texts independently of the citations, in case the text to be mined is configured with texts of a plurality of kinds of different citations, or deviated toward a text of a predetermined citation. The text mining device includes a citation information creating device for creating the citation information of texts containing characteristics extracted from a text set collected from a plurality of citations, and a mining result output device for outputting the characteristics and the citation information in a corresponding manner.

Abstract: Mechanisms are provided for propagating source identification information from an application front-end system in an application layer to a data layer inspection system associated with a back-end system. An incoming user request is received, at the data layer inspection system, from a gateway system associated with the application front-end system. One or more outgoing statements targeting a back-end system are received at the data layer inspection system. The data layer inspection system accesses a mapping data structure based on the one or more outgoing statements to thereby correlate the one or more outgoing statements with the incoming user request. The data layer inspection system retrieves source identification information associated with the incoming user request based on the correlation of the one or more outgoing statements with the incoming user request. The data layer inspection system performs a data layer inspection operation based on the source identification information.

Abstract: Mechanisms are provided for propagating source identification information from an application front-end system in an application layer to a data layer inspection system associated with a back-end system. An incoming user request is received, at the data layer inspection system, from a gateway system associated with the application front-end system. One or more outgoing statements targeting a back-end system are received at the data layer inspection system. The data layer inspection system accesses a mapping data structure based on the one or more outgoing statements to thereby correlate the one or more outgoing statements with the incoming user request. The data layer inspection system retrieves source identification information associated with the incoming user request based on the correlation of the one or more outgoing statements with the incoming user request. The data layer inspection system performs a data layer inspection operation based on the source identification information.

Abstract: A database system stores data relating to media objects and includes a meta table, a supplementary meta table, a content table, a supplementary content table, each supplementary content data record being linked to a supplementary metadata record and to a content data record. An object type link table links together records in the meta table, and a content data link table links together records in the content data table. An information retrieval system analyzes the tables and provides, for a selected instance of an object, information about that object's attributes and relationships with other objects in a hierarchical form.

Abstract: Searching stored content is disclosed. A first mapping is created from an object to one or more stored relational database tables. A second mapping is created from the object to an indexer schema. One or both of the following is done: 1) using the first mapping to translate a search request expressed in an abstract query language to a first query language associated with the relational database; and 2) using the second mapping to translate the search request to a second query language associated with the indexer schema.

Abstract: Program profile data is used to prepare temporal cost-incurrence fingerprints, which show when a given method or method frame incurred specified cost(s) during a period of interest while a program was/is executing. Relationships between methods can be elicited by studying their temporal cost-incurrence fingerprints. Methods which are often good candidates for optimization can be automatically selected by identifying a small set of methods whose amount of cost lies within specified bounds relative to the most costly method, or in absolute terms, and whose respective fingerprints differ from one another.

Abstract: A method and system dynamically create aggregate tables. An aggregate table manager is instantiated that receives a plurality of aggregate table definitions, and generates aggregate tables based on the received aggregate table definitions. The aggregate table manager creates a view corresponding to each of the aggregate tables. The aggregate table manager creates and updates data entries in the aggregate tables based on their corresponding aggregate table definitions and data extracted from web site log files.

Abstract: A computer-implemented method for predictive responses to internet object queries may include receiving a query from a client to evaluate a first internet object. The computer-implemented method may also include analyzing the query to predict a set of additional internet objects for which the client may subsequently request an evaluation. The computer-implemented method may further include transmitting an evaluation of the first internet object and of each additional internet object in the set of additional internet objects to the client. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: Systems and methods for providing a user interface including earlier versions of data. In one implementation, computer program product is provided. The computer program product generates a user interface. The user interface includes a view display area for presenting a current view and a history view display area for presenting a history view associated with the current view. The history view includes one or more first visual representations of corresponding earlier versions of the current view. The user interface also includes an input control for initiating a restoration of the current view according to at least a portion of an earlier version of the one or more earlier versions.