Abstract: Machine-assisted methods and apparatus are disclosed for allowing individual users to develop and organize respective activity descriptions and supporting journal items according to their respective preferences. Cross-referencing mappings may be created between activity descriptions and journal items in order to find, filter and organize disparate data. Cross-referencing mappings may also be created between the developed activity descriptions of different users so they can better understand each others perspectives and possibly overlapping goals. Different users' activity descriptions can be presented to a user even while the user may be disconnected from communication networks. Hierarchical relationships between activity descriptions may be provided. Machine-assisted means may be provided for creating work-sharing, work-delegating and/or informational sharing agreements between different users.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating dynamic management of assets in an on-demand services environment. In one embodiment and by way of example, a method includes receiving, in real-time, a request for performance of one or more tasks relating to management of assets. The management of assets may include management of data relating to the assets, where the assets may include hardware assets or software assets, wherein the request is received at a first computing system. The method may further include performing, in real-time, the one or more tasks. The one or more tasks may include dynamically customizing, according to the request, data relating to the assets.

Abstract: A method includes receiving an entity record, wherein the entity record comprising at least one entity field element, and resolving the entity record to an authority record being associated with an initial authority file, wherein the authority record comprising at least one authority field element. The method further includes calculating a field element update measurement, the field element update measurement being associated with the at least one entity field element and the at least one authority field element and if the field element update measurement meets or exceeds a threshold, updating the authority record, or if the field element update measurement does not meet or exceed a threshold, not updating the authority record. The method further includes developing, in response to updating the authority record, an updated authority file associated with at least one updated authority record. The method also includes incorporating an additional authority record to the updated authority file.

Abstract: A system and method of registering voters and tabulating an election is provided. A voter database is maintained with a record of each eligible voter comprising at least one voter characteristic. Based on the at least one voter characteristic, a set of positions and issues for which the voter is eligible to vote is determined. The set of positions and issues is printed onto a ballot. The ballot may be printed on demand or mailed to the voter along with a return envelope and an anonymous ballot envelope. The invention further comprises a system and method for tabulating and auditing election results. Voted ballots are scanned and computer readable visual representations of the ballots are generated and stored. The visual representations are analyzed to generate vote data. The visual representation, vote data and ballot are associated with each other by a unique ballot identification.

Abstract: Methods, apparatus, and computer-readable storage media for k-NN re-ranking. Based on retrieved images and localized objects, a k-NN re-ranking method may use the k-nearest neighbors of a query to refine query results. Given the top k retrieved images and their localized objects, each k-NN object may be used as a query to perform a search. A database image may have different ranks when using those k-nearest neighbors as queries. Accordingly, a new score for each database image may be collaboratively determined by those ranks, and re-ranking may be performed using the new scores to improve the search results. The k-NN re-ranking technique may be performed two or more times, each time on a new set of k-nearest neighbors, to further refine the search results.

Abstract: Systems and methods for providing a search result are provided. In some aspects, a method includes receiving a query. The method also includes providing a first set of search results responsive to the query. The method also includes receiving a selected search result in the first set of search results. The method also includes determining a time specification based on the selected search result. The method also includes providing a second set of search results responsive to the query and the time specification.

Abstract: A stopword detection component detects stopwords (also stop-phrases) in search queries input to keyword-based information retrieval systems. Potential stopwords are initially identified by comparing the terms in the search query to a list of known stopwords. Context data is then retrieved based on the search query and the identified stopwords. In one implementation, the context data includes documents retrieved from a document index. In another implementation, the context data includes categories relevant to the search query. Sets of retrieved context data are compared to one another to determine if they are substantially similar. If the sets of context data are substantially similar, this fact may be used to infer that the removal of the potential stopword(s) is not material to the search. If the sets of context data are not substantially similar, the potential stopword can be considered material to the search and should not be removed from the query.

Abstract: Indexing and routing to event data is described. Event data is assigned an identifier that identifies the data type and the contents of event data within an enterprise system. The event data may be real-time event data. With the identifier, a source of the event data is determined, and the source can be queried for the event data in real-time. The identifier is indexed along with other event data identifiers. Based on the location of the event data, the system sends out a query toward the data source to obtain the information, but also to route the query to the data source, rather than attempting to pull data towards the query source and process it at the query source.

Abstract: A system and method for Context Enhanced Mapping. A request is received from a user over a network for a map comprising an identification of a physical location, and at least one criteria. The physical location is mapped. Spatial, temporal, topical, and social data available to the network relating to the physical location and criteria is retrieved using a global index of data available to the network and prioritized for inclusion based upon the user and context of the request. The map of the physical location and at least some of the retrieved spatial, temporal, topical, and social data is displayed on a display medium.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for determining whether a developed application associated with an on-demand database service will operate properly with at least one other application. These mechanisms and methods for providing such determination can enable embodiments to ensure that new versions of developed applications will operate in the same application environment of a previous version. The ability of embodiments to make such determination may lead to an improved application migration development/runtime framework, etc.

Abstract: Apparatus, systems, and methods may operate to receive an original query plan, to transform the original query plan into an equivalent executable compact query plan, and to store the compact query plan on a machine readable device. Further activities may include computing maximal source sub-queries associated with the compact query plan, and computing semi-join reductions of the maximal source sub-queries to provide an executable derivative query plan, which may also be stored on a machine readable device. Additional apparatus, systems, and methods are disclosed.

Abstract: An invention is disclosed for providing a digital resource gathering and dissemination system, method, or process that can accommodate digital resources of interest for heterogeneous groups and communities of online users for the same topic, demographic, or some other categories as provided by a particular classification scheme. Such a system, method, or process also provides a more reliable or otherwise representative selection of digital resources of interest to the population as a whole.

Abstract: A system, method, and apparatus are provided for organizing and joining massive sets of data (e.g., tens or hundreds of millions of event records). A dataset is Blocked by first identifying a partition key, which comprises one or more columns of the data. Each Block will contain all dataset records that have partition key values assigned to that Block. A cost constraint (e.g., a maximum size, a maximum number of records) may also be applied to the Blocks. A Block index is generated to identify all Blocks, their corresponding (sequential) partition key values, and their locations. A second dataset that includes the partition key column(s) and that must be correlated with the first dataset may then be Blocked according to the same ranges of partition key values (but without the cost constraint). Corresponding Blocks of the datasets may then be Joined/Aggregated, and analyzed as necessary.

Abstract: Architecture that enables an optional display of a longer version of each subsnippet in response to user interactions such as clicking, hovering, or other suitable form of interaction. More specifically, options are provided to display additional text from a search result at the point where a subsnippet (a subsegment in a snippet that is delimited by ellipses) ends. Selecting suitable boundaries for both initial subsnippets and expanded subsnippets enables relevant information to be presented and increased readability.

Abstract: Techniques for identifying an object are disclosed herein. In one embodiment, an object identification system includes a reference to an object acted on at a first time, an elector, and a elector manager. The elector is configured to provide an appraisal, at a second time, of whether a candidate object is the objected acted on. The elector manager is configured to determine whether the candidate object is object acted on based on a value of the appraisal.

Abstract: Embodiments of the invention relate to systems, methods, and computer program products for improved electronic discovery and custodian management. Embodiments herein disclosed provide for an enterprise wide e-discovery system that provides for data to be identified, located, retrieved, preserved, searched, reviewed and produced in an efficient and cost-effective manner across the entire enterprise system. In addition, by structuring management of e-discovery based on case/matter, custodian and data and providing for linkage between the same, further efficiencies are realized in terms of identifying, locating and retrieving data and leveraging results of previous e-discoveries with current requests.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for modifying historical data. One method includes calculating time trend statistics for a document and a query during different time periods. The method further includes modifying a quality of result statistic for the document as a search result for the query by a factor based on the one or more time trend statistics. The method further includes providing the modified quality of result statistic as an input to a document ranking process. Another method includes calculating a difference score for statistics for a group of documents and a query for a first time period and a second time period. The method further includes modifying quality of result statistics for documents responsive to the query based on the difference score. The method further includes providing the modified statistics as an input to a document ranking process.

Abstract: Business application adaptation to changes in business processes is enabled through real time modification of business application schema and metadata at runtime employing business rules to accommodate changing business processes without a need to change the underlying data and models. A business application user interface reacts to runtime changes and enforces validation and business rules as if the changes are made to the underlying structure.

Abstract: An approach is provided for providing a distributed database management and distributed storage system, which can use consumer storage media. A query for data stored in a distributed database formed by a plurality of storage media is received. The plurality of storage media corresponds to a plurality of set-top boxes. A determination is made that which one or more of the set-top boxes is associated with the data stored in the storage media. A request for the data is generated in response to the received query. The request is transmitted to the determined one or more of the set-top boxes.

Abstract: Methods, apparatus, and computer-readable storage media for object retrieval and localization that employ a spatially-constrained similarity model. A spatially-constrained similarity measure may be evaluated by a voting-based scoring technique. Object retrieval and localization may thus be achieved without post-processing. The spatially-constrained similarity measure may handle object rotation, scaling and view point change. The similarity measure can be efficiently calculated by the voting-based method and integrated with inverted files. The voting-based scoring technique may simultaneously retrieve and localize a query object in a collection of images such as an image database. The object retrieval and localization technique may, for example, be implemented with a k-nearest neighbor (k-NN) re-ranking method in or as a retrieval method, system or module. The k-NN re-ranking method may be applied to improve query results of the object retrieval and localization technique.