Abstract: A method and system for associating an advertisement with a web page are disclosed. Web pages associated with potential queries may be identified using a search engine. A mapping operation may be performed to obtain a map of the web pages as a function of the potential queries. A reverse mapping operation may be performed to obtain a grouping of potential queries as a function of one of the web pages. An active query may be selected from the grouping of potential queries to provide to an advertising service to associate an advertisement with the web page.

Abstract: Systems and methods for improving search rankings using advertising data are disclosed. In one embodiment, a search engine implements a method comprising receiving a search query, identifying a plurality of articles relevant the search query, determining advertising data associated with the search query, and ranking the articles based at least in part on the advertising data.

Abstract: This disclosure describes methods and systems for searching documents in a multi-tenant hosting environment. According to embodiments, to conserve hardware resources, a plurality of documents associated with a plurality of tenants may be mapped to the same search index in the multi-tenant hosting environment. In order to search documents associated only with a single tenant in the multi-tenant hosting environment, a tenant identifier is prepended to every key stored in the search index that is associated with the plurality of documents of the single tenant. Moreover, where one document links to another document within the multi-tenant hosting environment, the link is stored in a web graph when a source tenant identifier matches a target tenant identifier for the link. According to embodiments, when conducting a search, the link is resolved only if the link is stored in the web graph.

Abstract: Mechanisms are provided for efficiently detecting segments for deduplication. Data is analyzed to determine file types and file components. File types such as images may have optimal data segment boundaries set at the file boundaries. Other file types such as container files are delayered to extract objects to set optimal data segment boundaries based on file type or based on the boundaries of the individual objects. Storage of unnecessary information is minimized in a deduplication dictionary while allowing for effective deduplication.

Abstract: Embodiments of the present invention provide a system, method, and program product for managing records in a storage device. Responsive to receiving a search query, a computer determines a result set for the search query including one or more one records from a record storage device, and determines whether the one or more records contain a link to a profile associated to an individual in a corporate directory. Responsive to determining that the one or more records contain the link to the profile associated with the individual in the corporate directory, the computer accesses the corporate directory and determines a corporate standing of the individual in the corporate directory. Responsive to determining the corporate standing of the individual in the corporate directory, the computer determines a relevancy score for the corporate standing of the individual in the corporate directory.

Abstract: A mechanism is disclosed that dramatically minimizes the time it takes to gather needs, dramatically minimizes the expense it takes to gather those needs, and ensures those statements are formulated in manner that comply with a set of rules designed to ensure the right inputs are used in downstream strategy formulation, marketing, product development, and related company workflows. In addition, the mechanism may or may not minimize the time it takes for a company to acquire the capability to uncover these needs statements.

Abstract: Systems, methods, and apparatuses, including computer program products, are provided for machine translation using information retrieval techniques. In general, in one implementation, a method is provided. The method includes providing a received input segment as a query to a search engine, the search engine searching an index of one or more collections of documents, receiving one or more candidate segments in response to the query, determining a similarity of each candidate segment to the received input segment, and for one or more candidate segments having a determined similarity that exceeds a threshold similarity, providing a translated target segment corresponding to the respective candidate segment.

Abstract: A method, apparatus, article of manufacture for generating a media program database having a plurality of media programs is disclosed. In one embodiment, the method is comprises the steps of receiving first media program metadata from a first source, searching the Internet to find second media program metadata from a second source distinct from the first source, determining if the first media program metadata and the second media program metadata are associated with the same media program, merging the first media program metadata and the second media program metadata if the first media program metadata and the second media program metadata are associated with the same media program, and storing the merged first media program metadata and second media program metadata in the media program database.

Abstract: Architecture that facilitates relevance analysis for user queries for items of interest (e.g., businesses) for which social relevance (the composition of people frequenting the business) of the environment. The social relevance can be determined based on social data related to other people using techniques such as cross referencing social distance, social network activities with geolocation and check-in data, time/date information associated with social content, and text mining to inform and validate conclusions. The social relevance of many users and historical trends of the data can be combined to compute scores for the items of interest. Additionally, the social relevance of persons currently visiting the business can be used to compute a current score. Predictions can be computed for specific points in time in the future. The techniques can augment, filter, and/or add “coolness” information to search results, within a general purpose, a local-oriented search page or an application.

Abstract: An information reproducing apparatus and method thereof. The information reproducing apparatus includes a storage unit, communication unit, controller, and display unit. The storage unit stores music data and at least one first string of characters corresponding to the music data. The reproducing unit reproduces the music data from the storage unit. The communication unit communicates with an image data storage unit, which stores a plurality of image data each corresponding to at least one second string of characters. The controller controls acquisition of one image data from the image data storage unit via the communication unit. The one image data is acquired based on a comparison between the at least one first string of characters and the plurality of the at least one second string of characters. Further, the display unit is configured to display the acquired image data when the reproducing unit is reproducing the music data.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for retargeting content in a search environment. In one aspect, a method includes receiving a request for a content item to be provided with a search results page and determining that one or more retargeted content items are eligible for presentation with the search results page. Each of the retargeted content items is a content item that is eligible for presentation with the search results page based on: (1) the search query matching a targeting keyword for the retargeted content item, and (2) the user identifier matching a retargeted identifier that is included in a retargeting set for the retargeted content item. A responsive content item to be presented with the search results page is selected, based at least in part on bids that are associated with the retargeted content items, and data specifying the responsive content item are provided.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating address component synonyms. In one aspect, a method includes determining that a plurality of addresses cannot be geocoded by a geocoding system. Variants of the addresses that can be geocoded by the geocoding system are generated, wherein each variant of a respective address lacks a removed term. Name terms for each variant are provided by the geocoding system. Each removed term is associated with name terms received for all variants that lack the removed term, including determining, for each associated name term of each removed term, a count of the number of variants for which the geocoding system provided the name term. Whether a name term is an address term synonym for a removed term is determined based at least in part on the count of the number of variants.

Abstract: An apparatus comprises a visibility module configured to derive a hit visibility score for one or more hits from an information source, wherein the one or more hits are directed to a target entity, and wherein the hit visibility score indicates a likelihood that a corresponding hit is found by a searcher after the searcher searches for the target entity in the information source; a sentiment module configured to derive a hit sentiment score for at least one of the one or more hits, wherein the hit sentiment score indicates a sentiment about the target entity conveyed by the at least one of the one or more hits; and a reputation module configured to derive a reputation for the target entity based on the hit visibility score and the hit sentiment score.

Abstract: Methods and systems for providing related web pages are disclosed. One method includes identifying a plurality of web pages, wherein the plurality of web pages each have a relationship with the first file, wherein the world wide web provides a platform for sharing web pages, and wherein each web page includes a document or information resource that is suitable for the world wide web and is accessible through a web browser. The method further includes generating a list of inquiries based on the plurality of web pages, providing, the list of inquiries to at least one author of the first file, receiving from the at least one author at least one response to the list of inquiries, selecting a subset of the plurality of web pages based on the at least one response, and storing information related to the selected subset of the plurality of web pages.

Abstract: Methods and apparatus are described for classifying documents using a document representation model based on implicit user feedback obtained from search engine queries. The model may be used to achieve better results in non-supervised tasks such as clustering and labeling through the incorporation of usage data obtained from the search engine queries.

Abstract: A method and system for determining relevance of a document having text and images to a text string is provided. A scoring system identifies image text associated with an image of the document. The scoring system calculates an image score indicating relevance of the image text to the text string. The image score may be used in many applications, such as searching, summary generation, and document classification, image search, and image classification.

Abstract: A method and apparatus for propagating updates in databases are disclosed. For example, the present method uses “blocking” and/or “thresholding” to delay update propagation and/or to limit the propagation of updates to an optimal stage. For example, the present method receives at least one database update and extracts at least one token from the at least one database update. The method then determines whether a threshold for propagating the at least one database update for the at least one token is reached. The method then propagates the at least one database update for updating an index structure of a database pertaining to the at least one token whose threshold has been reached.

Abstract: A method refines the results of a search for objects within a database containing a set of objects each associated with a descriptor. The method includes a step of presenting to a user the set of objects, and a part of the objects is associated with a clickable image for a user to signal the relevance or non-relevance of the said object in relation to the user's search. The method further includes a step of assigning a weight to descriptors of an object and another step of calculating a resultant of the weights. The calculating step is followed by the step of initializing a relevance index for each result object and the step of comparing each result object to the resultant and presenting to the user the result objects in the order of relevance index.

Abstract: Files of computer documents are classified into confidential levels without extracting and analyzing contents of the files. Files created by particular users may be clustered into groups of files based on file characteristics, such as file type (e.g., file extension) and file naming convention. A prediction confidential score may be generated for each group of files. A log of a file retention resource may be consulted to identify files created by users. A file created by a user may be assigned a prediction confidential score of a group of files having the same file characteristic as the file and created by the same user. The prediction confidential score may be used to determine a confidential level of the file when the file is found to be inaccessible.

Abstract: The present disclosure discloses a search method and system. A method obtains a first search result set of first search results relevant to query data submitted by a client. According to a first relevance score and a preset diversity field of each first search result in the first search result set, a second relevance score of each first search result is calculated. The preset diversity field represents an attribute category of a respective first search result. According to the first relevance score and the second relevance score, a relevance parameter score for each first search result is generated. According to a preset number of second search results and the relevance parameter score, the present number of second search results are extracted from the first search result set to display to the client. The technique achieves lower consumption of system resources, faster computation speed and more flexibility in diversification of search results.

Abstract: A method and system for automatically updating searches are described. In one embodiment, a first search result may be compared with a second search result to automatically identify at least one data item within the first search result that is changed relative to the second search result. The at least one data item may comprise a transaction term. A notification of the at least one data item may be transmitted to a user device.

Abstract: A method and a system to automatically segment text based on header tokens is described. A relevance value and an irrelevance value are determined for each token in a description, assuming no tokens are left out of computations. The irrelevance value is based on occurrences of a token in a sample set of descriptions. The relevance value is an estimated probability of relevance based on the header of the description being segmented.

Abstract: Apparatus, systems and methods for predictive query identification for advertisements are disclosed. Candidate query are identified from queries stored in a query log. Relevancy scores for a plurality of web documents are generated, each relevancy score associated with a corresponding web document and being a measure of the relevance of the candidate query to the web document. A web document having an associated relevancy score that exceeds a relevancy threshold is selected. The selected web document is associated with the candidate query.

Abstract: An information retrieval system uses phrases to index, retrieve, organize and describe documents, analyzing documents and storing the results of the analysis as phrase data. Phrases are identified that predict the presence of other phrases in documents. Documents are the indexed according to their included phrases. Related phrases and phrase extensions are also identified. Changes to existing phrase data about a document collection submitted by a user is captured and analyzed, and the existing phrase data is updated to reflect the additional knowledge gained through the analysis.

Abstract: A technique including receiving a search query; identifying a first original query term based on the query; identifying a first expanded query term related to the first original query term; determining a first lexical distance between the first original query term and the first expanded query term; determining a first weight for the first expanded query term based on the determined first lexical distance; identifying a plurality of documents, from among a corpus of documents, as each relevant to the search query, the plurality of documents including a first document identified based on its inclusion of the first expanded query term; ranking the plurality of documents, with the ranking of the first document being based upon the calculated first weight; and generating a response to the search query identifying two or more of the plurality of documents, ordered according to the ranking.

Abstract: A computer-implemented method for ranking search results using an entity network includes: receiving an entity search query submitted for performance on an entity network, the entity search query including at least one term and indicating a query submitter, the entity network comprising entities associated with each other by relations; identifying, based on the received search query and using one or more processors, all entities in the entity network that are responsive to the at least one term; ranking the identified entities, based on relevance with regard to the query submitter and using one or more processors, the ranking performed using proximity in the entity network; and presenting the identified entities in response to the entity search query, the entities presented in an order corresponding to the ranking.

Abstract: A search system includes a scoring engine weight value database that stores weight value information of each scoring engine corresponding to a plurality of users, a search result response unit that causes weight value information that is stored in the scoring engine weight value database to be reflected in search results that are searched by a search engine and that reflect scores computed by scoring engines to create search results that are presented to a user; and a search result behavior acquisition unit that acquires selection behavior information of a user with respect to search results that are presented and that causes the acquired selection behavior information to be reflected in the scoring engine weight value database.

Abstract: A document registry system (10) includes a registry database (20) with a specific task sub-database (22) and an analytics-supporting general task sub-database (24). The sub-databases (22, 24) include i) pre-existing fields configured to store, respectively, specific task-related and analytics-related document data received from one or more of a plurality of sources (S1, S2, S3, S4) or from a source (NS1, NS2) other than the plurality of sources (S1, S2, S3, S4), and ii) de novo fields configured tote generated as a result of, respectively, a specific task query and a general task query and configured to store, respectively, specific task-related and general task-related document data received from source(s) (NS1, NS2) other than the plurality of sources (S1, S2, S3, S4). A query mapping engine (26) is configured to receive a request entry, map the request entry into a query, and actively collect data based upon the query.

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 for searching data suitable for an electronic device is provided. A server is linked according to an input account, in which a plurality of user accounts and a plurality of marked results uploaded respectively by the user accounts are stored in the server. A searching string entered by the user is received through a browser. And searching in the server is performed so as to know whether or not the server contains the marked results with the above-mentioned searching string. The marked result and the corresponding user account are listed out when anyone of the marked results stored in the server contains the searching string.

Abstract: An apparatus, system, and method of searching are disclosed. When a search result includes a plurality of images being obtained from the same document, the plurality of images being obtained from the same document is displayed, one by one, in the order determined based on priority order information.

Abstract: Techniques are disclosed for providing a domain-aware snippet for a search result. A uniform resource locator (URL) is identified for a search result obtained in response to a search query, and it is determined that the URL corresponds to a single domain that has a plurality of web pages that are generated using a template that is common to each of the web pages in the domain. The template comprises a hypertext markup language (HTML) layout pattern that includes multiple sections shared by the web pages. A ranking value is assigned to the multiple sections and is used to identify a first section of the template that is relevant to the search query. A snippet is provided to a user for the search result; the snippet includes at least a portion of text from the first section.

Abstract: Ordering search results may include obtaining an exposed log file from a log system, computing a Bayesian posterior probability for relevancy between the log file and a search request, computing an expected value of the relevancy between the log file and the search request based on the Bayesian posterior probability, storing the search request and an identifier of the log file as a key and the expected value of the relevancy between the log file and the search request as a value into a search data structure, in response to receiving a search request submitted by a user, finding expected values of relevancy between the submitted search request and log files that are relevant to the submitted search request from the search data structure, and ordering the found log files in a descending order of the expected values.

Abstract: Various embodiments of systems and methods for providing relevant information based on data space activity items are described herein. Data space activity items of a user are identified while the user is working through an application. Several context elements relevant to each data space activity item are then determined. Content locations are searched to find content items relevant to the context elements. The content items are then ranked to determine relevant information. The relevant information can be accessed by the user when required.

Abstract: A system, method and computer program product for automatically estimating the confidence of a detected LAT to provide a more accurate overall score for an obtained candidate answer. A confidence “score” or value of each detected LAT is obtained, and the system and method performs combining the confidence score with a degree of match between a LAT and an AnswerType of the candidate answer to provide improved overall score for the candidate answer.

Abstract: Displaying relevant data subsets of at least one data collection includes providing an input data subset, determining a plurality of partial relevance values for different characteristics of each of the plurality of data subsets of the at least one data collection with respect to the input data subset according to a term frequency of terms in the input data subset and term in each of the plurality of data subsets of the at least one data collection and according to an inverse document frequency of the terms, determining a relevance of each of the plurality of data subsets of the at least one data collection based on the partial relevance values of the different characteristics, and displaying at least a portion of the data subsets of the at least one data collection in order of relevance.

Abstract: A user's electronic calendar may be analyzed to identify those calendar items that relate to a specific topic or classification. The classification may identify, for example, business or personal items, or items relating to a specific project, task, or other classification. The analysis may classify calendar items by a set of heuristics as well as by associations between calendar items and with other databases. The associations may include analysis of a user's contact list, social networks, and other information.

Abstract: One or more techniques and/or systems are provided for creating socially authored, or community authored, summaries of documents and/or for navigating a forum comprising such summaries. In one embodiment, at least some of the summaries are generated automatically when a document is written and/or discovered (e.g., by a web crawler), for example. In another embodiment, the documents are created by users of the forum. A plurality of summaries of a document may be created (e.g., by different users), and users can provide feedback, such as comments or ratings, that may assist other users in identifying which summary or summaries better describe the document. Moreover, the users can navigate the forum and retrieve summaries by browsing categories (and subcategories) to identify a topic of interest and/or by performing a search based upon user inputted search term(s).

Abstract: Individuals receive overwhelming barrage of information which must be filtered, processed, analysed, reviewed, consolidated and distributed or acted upon. However, prior art tools for automatically processing content, such as for example returning search results from an Internet or database search for example are ineffective. Prior art search techniques merely provide large numbers of “hits” with at most removal of multiple occurrences of identical items. However, it would be beneficial to present searches as a series of multi-document clusters wherein occurrences of commonly themed content are clustered allowing the user to rapidly see the number of different themes and review a selected theme. Further, it would be beneficial, in repeated searches, for new clusters to be identified automatically as well as new items of content associated with existing clusters to be associated to these clusters.

Abstract: Mechanisms for selecting data providers to provide input data to an application are provided. A desired region and desired quality of information (QoI) function for the desired region are defined. The desired region is a region for which a condition is to be analyzed by the application. One or more provider regions and one or more QoI functions associated with the one or more provider regions are retrieved. A relevancy level between the one or more provider regions and the desired region is calculated based on the desired QoI function for the desired region and the QoI functions associated with the one or more provider regions. One or more data providers for providing input data to the application are selected based on the calculated relevancy level.

Abstract: A process for generating social recommendations is provided. For each user, a user profile index is accessed to determine reading interests of the user. Further, relevance matching is performed to determine matching users having at least one publishing interest that is relevant to the reading interests of the user. Next, the matching users are ranked. Based on the ranking, one or more top ranked matching user(s) are determined. Additionally, a social recommendation for each of the top ranked matching user(s) is enabled to be made to the user.

Abstract: The present invention is a method and system for searching for items on a computer network, such as the internet, based on a query and an exclusion specification comprising a specification of a characteristic of sources of the items, to create a list of identifiers of items relevant to the query that are not excluded by the exclusion specification. Such characteristics include measures of popularity of the sources of the items so that items from sources having popularity greater than the specified popularity may be excluded from the list.

Abstract: One or more techniques and/or systems are provided for transitioning between representations of an electronic document. Elements, such as visual elements, common between a first set of elements from a first representation of the document and a second set of elements from a second representation of the document are identified. The non-intersecting elements from the first and second sets are respectively ranked in accordance with a representation relevance. First set non-intersecting elements are removed from an intermediate representation of the document, and second set non-intersecting elements are added to the intermediate representation, while the intermediate representation is not equivalent to the second representation; and respective iterations of the intermediate representation are output, such as to a display to depict a transition from the first representation of the document to the second representation of the document.

Abstract: The present disclosure discloses a search method and system. A method obtains a first search result set of first search results relevant to query data submitted by a client. According to a first relevance score and a preset diversity field of each first search result in the first search result set, a second relevance score of each first search result is calculated. The preset diversity field represents an attribute category of a respective first search result. According to the first relevance score and the second relevance score, a relevance parameter score for each first search result is generated. According to a preset number of second search results and the relevance parameter score, the present number of second search results are extracted from the first search result set to display to the client. The technique achieves lower consumption of system resources, faster computation speed and more flexibility in diversification of search results.

Abstract: In general, one aspect of the subject matter described can be embodied in a method that includes, for a first document that is included in first search results responsive to a first user-submitted query, selecting a plurality of previously submitted queries for which the first document was a responsive search result. The method can further include determining whether second documents that are relevant to the previously submitted query have at least a threshold level of diversity in comparison to the first search results, wherein second documents are determined to be relevant to the previously submitted query based on data that is indicative of user behavior. The method can additionally include identifying one or more queries from the selected previously submitted queries to provide as first suggested queries, and providing the one or more identified queries as first suggested queries with the first search results for the first user-submitted query.

Abstract: A method and apparatus for visualizing results from a text search engine are described. A query term is first received. A first set of results is generated based on the query term using a database storing documents, and an index of documents, each document having at least one structural element. Structural elements associated with the first set of results are retrieved. A second set of results is generated based a predefined relationship between the structure elements and the query term. A visualization of the second set of results is displayed.

Abstract: A computer system and method a computer system and method for processing a search query result includes identifying a plurality of result pages in response to a search query submitted from a computing device directed to a collection of pages, determining a relevancy ranking of the result pages in accordance with a multiple dimension parameter set that includes metrics relating to the search query itself and also includes metrics unique to a subscriber associated with the search query, and providing the result pages in accordance with the determined relevancy ranking. This provides an active ranking process for the search results before they are provided to a user.

Abstract: A method for automatically determining an Internet home page corresponding to a named entity identified by a specified descriptor including building a trained machine-learning model, generating candidate matches from the specified descriptor, wherein each candidate match includes an Internet address, extracting content-based features from websites associated with the Internet addresses of the candidate matches, determining a model score for each candidate match based on the content-based features using the trained machine-learning model, and determining a match from among the candidate matches according to the scores, wherein the match is returned as the Internet home page corresponding to the named entity.

Abstract: A search engine system accepts queries that include query terms and labels applicable to certain documents. A domain filter is constructed that is used to filter search results to certain domains, where the domains are determined based on the labels included in the query. The filtered search results are processed to ensure that certain portions of the results are from domains included in the filter. The results are further processed to include the query labels with certain ones of the results.

Abstract: Systems and methods are provided for automatically associating tags with files in a computer system. In one method, the method comprises receiving a search request from a user containing a search keyword; retrieving results including one or more files responsive to the search request; receiving file information and the user's previous access information about the one or more files; selecting at least one eligible file from the one or more files based on the access information and the file information; identifying at least one tag based on at least one of the search keyword, the access information, and the file information; associating the tag with the eligible file; and storing the association of the tag with the eligible file.