Abstract: Methods, systems and apparatus for improving Internet search results include monitoring network activity on a communications network, generating a near real-time map of the network activity, and integrating the near real-time map with a search engine.

Abstract: Methods and systems for providing a response to a query. Multiple users' search engine activity in regard to a query is correlated. A response is provided based upon this correlated search engine activity information. For one embodiment of the invention, in the context of search engine result optimization, the user activity and/or user information of multiple users, during a search session, is correlated with queries to effect an evolving association between queries and the organization and presentation of documents. Systems in accordance with such embodiments employ the ability to store users' activity over the entire search session, thus making possible the correlation of a number of different types of user activity and user information. The use of correlated user input allows such systems to provide relevant search results without the limitations imposed by the key-word-based systems of the prior art.

Abstract: A map user interface is described, including a view transmitted from a server computer system to a client computer system, the view including a map and a location marker at an initial location on the map, the location marker being movable from the initial location to a target location on the map.

Abstract: A map user interface is described, including a view transmitted from a server computer system to a client computer system, the view including a map and a location marker at an initial location on the map, the location marker being movable from the initial location to a target location on the map.

Abstract: Methods and systems for providing a response to a query. Multiple users' search engine activity in regard to a query is correlated. A response is provided based upon this correlated search engine activity information. For one embodiment of the invention, in the context of search engine result optimization, the user activity and/or user information of multiple users, during a search session, is correlated with queries to effect an evolving association between queries and the organization and presentation of documents. Systems in accordance with such embodiments employ the ability to store users' activity over the entire search session, thus making possible the correlation of a number of different types of user activity and user information. The use of correlated user input allows such systems to provide relevant search results without the limitations imposed by the key-word-based systems of the prior art.

Abstract: A map user interface is described, including a first view transmitted from a server computer system to the client computer system, the first view including a map, and a location marker placed at the selected location on the map upon receiving a placement request indicating selection of a selected location for placement of a location marker.

Abstract: A map user interface is described, including a first view transmitted from a server computer system to the client computer system, the first view including a map, and a location marker placed at the selected location on the map upon receiving a placement request indicating selection of a selected location for placement of a location marker.

Abstract: A map user interface is described, including a view transmitted from a server computer system to a client computer system, the view including a map and a location marker at an initial location on the map, the location marker being movable from the initial location to a target location on the map.

Abstract: The invention also provides a method of interfacing with a client computer system, wherein search results include search results with geographic locations outside the first selected area if the number of the search results that have geographic locations within the selected area are less than a predetermined threshold value.

Abstract: An enhanced natural language information retrieval technique tokenizes an incoming query, comparing the tokenized representation against a collection of query templates. Query templates include a first portion having one or more query patterns representative of a query and in a form suitable for matching the tokenized representation of an incoming query. Query templates also include one or more information retrieval commands that are designed to return information relevant to those query patterns in its first portion. The enhanced natural language information retrieval technique selects those query templates that are determined to be most relevant to the incoming query (via its tokenized representation) and initiates one or more information retrieval commands associated with the selected query templates.

Abstract: A map user interlace is described, including a first view transmitted from a server computer system to the client computer system, the first view including a map, and a location marker placed at the selected location on the map upon receiving a placement request indicating selection of a selected location for placement of a location marker.

Abstract: A map user interface is described, including a first view transmitted from a server computer system to the client computer system, the first view including a first map and the initial path displayed on the first map, the initial path being from a starting location via at least one intermediate location to an end location, a deletion selector, selection of the deletion selector causing transmission of a deletion command being indicative of removal of a selected one of the locations, and a second view generated in response to the transmission of the deletion command, the second view including a second map and the modified path displayed on the second map, the modified path including all of the locations but not including the selected location.

Abstract: Topology-centric resource management for large scale service clusters is described herein. According to certain embodiments of the invention, techniques include 1) creating optimized topology with network switches to connect service modules based on application flows and bandwidth requirements, 2) providing centralized or decentralized monitoring schemes to maintain the topology view of a service cluster, and 3) using the topology information for optimizing load balancing and service information dissemination. Other methods and apparatuses are also described.

Abstract: In a method for a direct answer for search, a search query is received over a network, one or more answer candidate snippets for the search query are received, with an answer candidate snippet having at least a portion of content available over the network for an answer candidate, one or more answer entities are determined within a selected answer candidate snippet, a frequency of the one or more answer entities found within the one or more answer candidate snippets for the search query is determined, a confidence score is adjusted for the selected answer candidate in accordance with the frequency of the one or more answer entities found within the one or more answer candidate snippets, and at least one answer candidate snippet is sent for a response to the search query.

Abstract: In a method for a direct answer for search, a search query is received over a network, one or more answer entities are determined from one or more answer candidate snippets, with an answer candidate snippet having at least a portion of content available over the network for an answer candidate, a content identifier is determined for an answer candidate, a title is tokenized for the content identifier, a comparison is performed between a vector of tokens for the title and a vector of the one or more answer entities, an indicator of the relevance is adjusted for the content identifier in accordance with the comparison, and at least one answer candidate snippet is sent for a response to the search query.

Abstract: The invention provides for a system for ranking data including a first calculation component that calculates a qualitative semantic similarity score of at least one data entry from at least one data source, a second calculation component that calculates a general quantitative score of the at least one data entry from at least one data source, a third calculation component that combines the qualitative semantic similarity score and the general quantitative score of the at least one data entry from at least one data source into a vector score for the at least one data entry, and a ranking component that ranks the at least one data entry among other data entries using the vector score. General qualitative scores such as distance scores are never overruled by semantic scores.

Abstract: A system and method for determining if a set of images in a large collection of images are near duplicates allows for improved management and retrieval of images. Images are processed, image signatures are generated for each image in the set of images, and the generated image signatures are compared. Detecting similarity between images can be used to cluster and rank images.

Abstract: Methods and systems for providing a response to a query. Multiple users' search engine activity in regard to a query is correlated. A response is provided based upon this correlated search engine activity information. For one embodiment of the invention, in the context of search engine result optimization, the user activity and/or user information of multiple users, during a search session, is correlated with queries to effect an evolving association between queries and the organization and presentation of documents. Systems in accordance with such embodiments employ the ability to store users' activity over the entire search session, thus making possible the correlation of a number of different types of user activity and user information. The use of correlated user input allows such systems to provide relevant search results without the limitations imposed by the key-word-based systems of the prior art.

Abstract: A method and system to preview video content. The system comprises an access component to receive a search request and a loader to simultaneously stream a plurality of videos associated with the search request. The system may further comprise a trigger to detect a pointer positioned over a first video and a mode selector to provide the first video in a preview mode.

Abstract: A map user interface is described, including a first view transmitted from a server computer system to the client computer system, the first view including a first area of a map and a plurality of directional indicators, each directional indicator being selectable by a user of the client computer system, selection of a respective one of the directional indicators bringing a second area of the map into view, the second area depending on the respective directional indicator selected by the user.