Abstract: In various embodiments, a device obtains a set of device classification rules. Each device classification rule specifies one or more attributes from a set of attributes and being configured to assign a device type to an endpoint in a network when the endpoint exhibits the one or more attributes specified by that rule. The device forms a graphical representation of the set of attributes. The device performs an analysis of the graphical representation of the set of attributes. The device provides a result of the analysis to a user interface.

Abstract: Content of the material the user is consuming is identified. Physiological pattern generated by the user while consuming the content is captured via at a sensor device. Responsive to detecting that the physiological pattern represents an outlier, a term in the content is determined for which additional information is to be provided. The term may be determined from the content based on user knowledge, frequency of the term appearing in previous content consumed by the user and popularity of the term. A search query is executed with the determined term. Result of the search query may be filtered based on the user's knowledge. The filtered result and at least one of the previous content containing the term the user has previously consumed is presented.

Abstract: Object search techniques for digital images are described. In the techniques described herein, semantic features are extracted on a per-object basis form a digital image. This supports location of objects within digital images and is not limited to semantic features of an entirety of the digital image as involved in conventional image similarity search techniques. This may be combined with indications a location of the object globally with respect to the digital image through use of a global segmentation mask, use of a local segmentation mask to capture post and characteristics of the object itself, and so on.

Abstract: The present disclosure is directed to a software tool that facilitates coordination between various parties that are involved in the process of rectifying a problem identified in a combined three-dimensional model file. In one implementation, the software tool may cause a computing device to (a) receive an indication requesting creation of a coordination issue that relates to a portion of a rendered three-dimensional view of a construction project, (b) in response to the receipt of the indication, create a data set defining the coordination issue, the data set including (i) a representation of the portion of the rendered three-dimensional view, and (ii) data indicating an assignee of the coordination issue, and (c) cause an indication of the coordination issue to be presented to a client station associated with the assignee.

Abstract: This disclosure relates generally to screening candidate profile, and more particularly to system and method for screening candidate profile. In one embodiment, the method includes dividing a candidate profile into a plurality of subset-profiles having subset-profile information of attributes of the candidate profile. The subset-profile information is mapped with target-profile information of a plurality of targets to identify a set of targets capable of screening the subset-profile information. Queries are provisioned to the set of targets for performing screening, and responses to queries are received from therefrom. An aggregated weightage associated with the responses is computed based at least on an extent of matching of the responses and a confidence score associated with each target of the set of targets. The aggregated weightage is compared with a threshold value of weightage to identify the subset-profile information as one of a valid information and an invalid information.

Abstract: A method for generating an appendix from document content is provided. Included is analyzing a structure of a document to identify at least one logical element in a content of a page of the document; identifying at least one relation within the identified at least one logical element to determine an appendix topic; determining a degree of relevance of the at least one relation identifying the appendix topic; extracting an appendix content from at least one source document, based on determining a relevance of the source document to the appendix topic; and formatting the appendix based on the extracted appendix content.

Abstract: Systems and methods for rendering automatic annotation for electronic books with external information provided by an information database. A computer implemented method is used to automatically determine key terms and match the key terms with correct information from external information sources for presentation at an e-book page. The key terms can be detected based on a TF-IDF based content analysis process. The detected key terms can be processed by a disambiguation process to select the pertinent definition for multi-sense terms according to one or more selected information sources. Hyperlinks can be embedded in the key terms for direct and convenient link to the matching external information in response to user interactions.

Abstract: Provided is a process including: obtaining a corpus having a plurality of document collections, each of which is associated with features; for a given document collection, computing a pertinence score for each feature; ranking the features based on the features' pertinence scores; selecting a first set of features based on a first coverage score thereof and a threshold; re-ranking the first set of features based on the features' relevance to the document collection; and selecting a second set of features from the first set of features based on a second coverage score thereof and the threshold, the second set of features being used for summarizing the document collection.

Abstract: A method for generating search suggestions of related entities based on co-occurrence and/or fuzzy score matching is disclosed. The method may be employed in a search system that may include a client/server type architecture. The search system may include a user interface for a search engine in communication with one or more server devices over a network connection. The server device may include an entity extraction module, a fuzzy-score matching module, and an entity co-occurrence knowledge base database. In one embodiment, the search system may process a partial search query from a user and present search suggestions to complete the partial query. In another embodiment, the complete search query may be used as a new search query. The search system may process the new search query, run an entity extraction, find related entities from the entity co-occurrence knowledge base, and present said related entities in a drop down list.

Abstract: An efficient fact checking system analyzes and determines the factual accuracy of information and/or characterizes the information by comparing the information with source information. The efficient fact checking system automatically monitors information, processes the information, fact checks the information efficiently and/or provides a status of the information.

Abstract: A method and system can include: a station including a station communication unit, a station control unit, and a station storage unit; receiving transmissions of signals containing messages from beacons; detecting IDs from the messages; detecting a received strength of the signals; adding the IDs to a list; identifying one of the IDs as corresponding to an active user based on the list only having a single one of the IDs or based on a probability of the IDs being above a threshold, the active user being a user interfacing with the station; and disambiguating the IDs on the list based on the probability of the IDs being below the threshold.

Abstract: A system, method and computer program product for validating a document classification process, including a document collection; a document classification process performed on the document collection; a random selection module configured to automatically generate a random validation set of documents from the document collection; and a document review process performed on the random validation set of documents to validate results of the document classification process. The system, method and computer program product are configured to dynamically and in real-time measure and display on a computer display device a best case estimate of a quality of the results of the document classification process based on the documents that are validated, and given a size of a total data set of the document collection.

Abstract: A system, method and computer program product for validating a document classification process, including a document collection; a document classification process performed on the document collection; a random selection module configured to automatically generate a random validation set of documents from the document collection; and a document review process performed on the random validation set of documents to validate results of the document classification process. The system, method and computer program product are configured to dynamically and in real-time measure and display on a computer display device a best case estimate of a quality of the results of the document classification process based on the documents that are validated, and given a size of a total data set of the document collection.

Abstract: Some embodiments, among others, include a search for sensitive information. Once a result of the search has been obtained, a score is assigned to the obtained result in accordance with a predefined criterion.

Abstract: Various embodiments include at least one of a system, method, and software providing at least one user interface allowing a user to rapidly choose an optimal item, as represented by multi-attribute data objects, among a set of comparable items. One example method embodiment includes receiving a dataset having a plurality of data objects with a plurality of data object attributes. The method further includes generating a view of the data objects within a user interface on a display device. Such a view may include a representation of at least a subset of the plurality of data objects along a first axis with data objects positioned in proximity to a first pole of the first axis relative to importance of the data objects according to data object attribute criterion. The view may also include a representation of data object attributes including at least two designated as data object attribute criterion.

Abstract: According to one embodiment, an information processing apparatus comprises a content display, an extraction module, a storage, and a keyword display. The content display is configured to display a content. The extraction module is configured to extract a keyword from the content displayed by the content display. The storage is configured to store a first keyword extracted by the extraction module. The keyword display is configured to display the first keyword extracted by the extraction module and a second keyword read from the storage.

Abstract: Provided are a computer implemented method, computer program product, and system for ranking search results. It is determined that a find operation with a find keyword has been issued for a page. In response to determining that the find keyword has been located on the page, the find keyword is stored in an index as relevant text for the page. In response to receiving a subsequent search request for which the page is retrieved, the page is ranked based on the find keyword.

Abstract: A rule-based system for improving accuracy of geocoding results is provided including a communications device configured to transmit a query including a textually identified location and a geocoding accuracy module configured to receive the query from the communications device and successively remove constraints from the textually identified location until a match is located. Related methods and computer program products are also provided.

Abstract: Provided are a computer implemented method, computer program product, and system for ranking search results. It is determined that a find operation with a find keyword has been issued for a page. In response to determining that the find keyword has been located on the page, the find keyword is stored in an index as relevant text for the page. In response to receiving a subsequent search request for which the page is retrieved, the page is ranked based on the find keyword.

Abstract: A system and method are disclosed for modifying a document format. In one embodiment, a structure of a first document is extracted to form a first data structure, including multiple subdocuments, each subdocument having a label assigned thereto. A table of contents listing the labels of the subdocuments is then generated. The various labels are then ordered according to the amount of text of the associated subdocument, a comparison of the text of a previous link and the text of the associated subdocument, a comparison of the text of the previous document and the text of the associated subdocument, a comparison of the text of the previous link and the text of the associated subdocument, or a combination of these.

Abstract: A test case generation method includes in a processor, extracting descriptions from document artifacts, extracting a first set of keywords from the descriptions, categorizing the descriptions to a first set and a second set, extracting a second set of keywords that occur in the second set and generating a test case from the second set of keywords.

Abstract: A system and method are provided for associating location data from one or more unique sources. The place and time of a unique location enabled device are associated with stored demographic information relating to the particular place and particular time. The place and time of the unique location enabled device are associated with a historical record of past locations and time of locations that the device has been. Based on the association of demographical information and historical information, the unique location enabled device is assigned to one or more groups or tribes. The location of all members of the group or tribe can be aggregated and exported for further analysis or display, thereby showing all group or tribe members at a particular time and place.

Abstract: Described herein is a technology that facilitates efficient automated mining of topic-related aspects of user-generated content based on automated analysis of the user-generated content. Locations are automatically learned based on dividing documents into document segments, and decomposing the segments into local topics and global topics. Techniques are described that facilitate automatically extracting snippets. These techniques include, for example, computer annotating travelogues with learned tags and images, performing topic learning to obtain an interest model, performing location matching based on the interest model, calculating geographic and semantic relevance scores, ranking snippets based on the geographic and semantic relevance scores, and searching snippets with a “location+context term” query.

Abstract: Systems and methods for determining a meaning of a document to match the document to content are described. In one aspect, a source article is accessed, a plurality of regions in the source article are identified, at least one local concept associated with each region is determined, the local concepts of each region are analyzed to identify any unrelated regions, the local concepts associated with any unrelated regions are eliminated to determine relevant concepts, the relevant concepts are analyzed to determine a source meaning for the source article, and the source meaning is matched with an item meaning associated with an item from a set of items.

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: A method, apparatus, system, article of manufacture, and computer readable storage medium provide media content. A web page context for a web page is determined and stored in a database. One or more media content files are analyzed to extract information that is stored in the database. The information is compared to the web page context. A matching media content file is determined from the one of the one or more media content files that matches the web page context based on the comparison. The matching media content file is then provided (e.g., to an internet portal web site).

Abstract: Methods and systems for analyzing, ordering and presenting item listings are described. In one example embodiment, a search query is processed to identify item listings satisfying the search query. Then, for each item listing that satisfies the search query, a ranking score is derived and assigned to the item listing. The ranking score is based in part on a relevance score, a listing quality score and a business rules score (or, adjustment factor). Finally, the item listings are ordered, based on their corresponding ranking score, and presented in order in a search results page.

Abstract: A system and method for providing an enhanced facility plan includes receiving an asset list, electronic documents relating to one or more assets and an input image file for providing a visual representation of a facility plan including assets in the facility. The image file is scanned to automatically identify one or more asset tags having a corresponding asset tag entry in the asset list and for each identified asset tag, a position on the facility plan associated with the asset tag. A modified visual representation of the facility plan is provided as the enhanced facility plan, the modified visual representation including one or more added objects, each object having a relationship with an identified asset tag and having a location determined by the position associated with the related asset tag, wherein each object is selectable by a user to enable access to one or more of the electronic documents. The method may provide a convenient way of handing over information after construction of a facility.

Abstract: Methods and apparatus are provided for geospatial management and visualization of events, by presenting a dynamic, user-interactive geospatial environment for performing real-time operations management and pre/post-mission analytical activities. A geospatial event management system integrates geospatial imagery data from geospatial imagery data sources, and determines a geographic area of interest based on user input, stored settings, or other relevant parameters. The geospatial event management system then provides a user-interactive geospatial environment based on the geospatial imagery data associated with the geographic area of interest, and ingests geospatially-referenced event data associated with the events, such as tracking data, telemetry data, or sensor data.

Abstract: A system limits search results based on context information. The system obtains the context information and a search query, and obtains a set of references to documents in response to the search query. The system then filters the set of references based on the context information and presents the filtered set of references to a user.

Abstract: Techniques for providing improved search results for queries are provided. The techniques include a server receiving a query from a customer and identifying a number of product listings corresponding to the query according to relevance scores. The techniques also include identifying a signal associated with each of the product listings, calculating a signal score from a relevance score and a signal value for each of the product listings, creating query results comprising the number of product listings ordered according to the signal score, and transmitting the query results to the customer.

Abstract: A system and method are disclosed for controlling metadata associated with content on an electronic device that includes displaying interface screens for user entry of metadata control instructions, accepting user instructions, modifying metadata of applicable content, and associating the modified metadata with the applicable content. The system can export and/or store the applicable content along with modified metadata. The system can automatically modify metadata according to one or more profiles. Relevant profiles can be determined based on the export mechanism, destination or type of content. The system can add watermarks to indicate metadata modification. The system can display metadata for user modification. The content can include photos, videos or other content. The system can display metadata and geolocation indicators for each content item that indicate whether that item has associated metadata and geolocation information. The user can selectively modify metadata of selected content.

Abstract: A method and apparatus are provided for ranking documents according to relevancy scoring. In one implementation, a computer-implemented method is provided for receiving, from a database over a network, a document resulting from a search on a database, the document containing terms that match the search criteria. The method may calculate a standard deviation of a probability distribution function representing a distribution of the terms in the document that match the search criteria. The method may further determine relative distances between the terms in the document that match the search criteria according to the standard deviation. The method may further calculate a proximity boost value using the relative distances, and apply the proximity boost value to a base relevancy score of the document to determine a relevancy ranking. The document may then be ranked according to the relevancy ranking.

Abstract: Storing image data and related information for sharing via a URL includes receiving image data uploaded from a client computer via a user interface and receiving, separate from the receiving of the image data, related information uploaded via the user interface. The uploaded image data and related information are stored. A uniform resource locator (URL) configured for retrieving a display that includes the stored image data and the related information is generated. The URL is provided in a message.

Abstract: A system for searching the Internet for a document, comprises at least one computer system including, a first data repository, a second data repository and a processor. The first repository of data represents an organization of documents provided in response to frequency of terms found in individual documents. The second repository of data represents topics, with an individual topic being associated with, (a) a set of documents in the first repository and (b) a related topic. A processor is configured to, in response to a received search term, use the first and second repositories to identify search result documents in the organization of documents including documents from a first set of documents associated with the individual topic and a second set of documents associated with the related topic.

Abstract: A system may receive a search query. The system may further provide a list of first documents relating to the search query in a first area of a user interface and provide additional information that has been retrieved from one or more of the first documents in a second area of the user interface.

Abstract: Online systems, for example, social networking systems store features describing relations between entities represented in the online system. The information describing the features is represented as a graph. The online system maintains a cumulative feature graph and an incremental feature graph. Feature values based on recent user actions are stored in the incremental graph and feature values based on previous actions are stored in the cumulative graph. Periodically, the information stored in the incremental feature graph is merged with the information stored in the cumulative feature graph. The incremental graph is marked as inactive during the merge and information based on new user actions is stored in an active incremental feature graph. If a request for feature information is received, the feature information obtained from the cumulative feature graph, inactive incremental feature graph and the active incremental feature graph are combined to determine the feature information.

Abstract: A research system, method and device directed to providing a query results tree of logical dependencies in response to one or more user queries. Specifically, the research system includes a searcher module, an inference module, a front-end module and an updater module. A user query is received by the front-end module and forwarded to the searcher and inference modules, which in addition to obtaining related results from one or more databases, filter and structure the results such that only highly relevant results are returned and that those results are already organized into one or more hierarchical structures for navigation by the user. In addition, the updater module is able to periodically cause any new data on the databases to be inputted by the search and inference modules and added to the existing results in order to maintain a fully updated results structure.

Abstract: Some embodiments provide a program that identifies an entity having an entity attribute. The program receives, from each method of several methods, a set of candidate identity attributes that are each for identifying a particular entity having the entity attribute specified in the document. Each method of the several methods generates the corresponding set of candidate identity attributes based on the entity attribute specified in a document. The program calculates a score for each candidate identity attribute in the sets of candidate identity attributes. The program identifies, based on the sets of scores, an identity attribute from the sets of candidate identity attributes that identifies the entity having the entity attribute specified in the document.

Abstract: Techniques for providing semantic search of a data store are disclosed. A similarity metric of a document comprising the data store to a concept represented in a semantic model derived at least in part from a reference source that includes content not included in the data store is determined. A relevance metric of a search query to the concept is computed. The similarity metric and the relevance metric are used to determine, at least in part, a ranking of the document with respect to the search query.

Abstract: A system and method for disambiguating references to entities in a document. In one embodiment, an iterative process is used to disambiguate references to entities in documents. An initial model is used to identify documents referring to an entity based on features contained in those documents. The occurrence of various features in these documents is measured. From the number occurrences of features in these documents, a second model is constructed. The second model is used to identify documents referring to the entity based on features contained in the documents. The process can be repeated, iteratively identifying documents referring to the entity and improving subsequent models based on those identifications. Additional features of the entity can be extracted from documents identified as referring to the entity.

Abstract: A system and method are disclosed for controlling metadata associated with content on an electronic device that includes displaying interface screens for user entry of metadata control instructions, accepting user instructions, modifying metadata of applicable content, and associating the modified metadata with the applicable content. The system can export and/or store the applicable content along with modified metadata. The system can automatically modify metadata according to one or more profiles. Relevant profiles can be determined based on the export mechanism, destination or type of content. The system can add watermarks to indicate metadata modification. The system can display metadata for user modification. The content can include photos, videos or other content. The system can display metadata and geolocation indicators for each content item that indicate whether that item has associated metadata and geolocation information. The user can selectively modify metadata of selected content.

Abstract: A document recognition system and method, where images are represented as a collection of primitive features whose spatial relations are represented as a graph. Useful subsets of all the possible subgraphs representing different portions of images are represented over a corpus of many images. The data structure is a lattice of subgraphs, and algorithms are provided means to build and use the graph lattice efficiently and effectively.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for classifying resources using scores from multiple classifiers. In general, one aspect of the subject matter described in this specification can be embodied in methods that include the actions of receiving identifying a collection of documents to classify; receiving a plurality of classifiers for scoring a document with respect to a specified property; for each document in the collection, applying each of the plurality of classifiers, each classifier generating a score associated with a likelihood that the document has the specified property, combining the scores from each classifier including applying a multiple classifier model that uses monotonic regression to combine the plurality of classifiers, and classifying the document as having the specified property based on the combined score.

Abstract: A feature extraction device obtains a partial feature vector having the precision required for the partial document. The feature extraction device searches a document tree, and detects elements as search elements. The device calculates an inter-element distance between an extraction target element within elements of the document tree and the search element. The device refers to an exclusive element name and generates exclusivity information indicating, for the extraction target element, whether the search element is the exclusive element. The device calculates, based on an inter-element distance and the exclusivity information, a weight for a word included in the element, and relates and calculates, for each search element, based on weights, an element feature vector having each of dimensions that uniquely corresponds to a word. The device calculates based on the element feature vector, a partial document feature vector of a partial document related to the extracted target element.

Abstract: Techniques for associating concepts found within content items rendered by electronic devices. By associating concepts in this manner, a user of an electronic device is able to view how these concepts interrelate with one another across various content items stored on or accessible by the electronic device. For instance, a user may associate a first concept with a second concept in an index of the electronic device. Thereafter, the user may conduct a search for the first concept and, in response, the electronic device may reference the index and determine that this first concept is in fact associated with the second concept. As such, the electronic device may return results that include both the first and second concepts, possibly within a certain specified distance of one another within a content item. The user is therefore able to see how the first concept and the second concept interrelate with one another.

Abstract: Search results may be provided to a user. A search query may be received from the user. A query feature vector may be formed for the search query. The query feature vector may be compared with news feature vectors associated with documents related to current events. An augmented query feature vector may be formed based on results of the comparison of the query feature vector with the news feature vectors. The augmented query feature vector may be compared with feature vectors related to target documents. Search results that include target documents may be identified based on results of the comparison of the augmented query feature vector with the feature vectors related to the target documents. The user may be made able to perceive at least some of the identified search results.

Abstract: A computer system for assisting searching of a database of a plurality of attributes, measures and content in order to answer analytical queries, the system comprising an input device for receiving word queries requesting information and/or metrics from the database a processor configured to process word queries requesting information and/or metrics from the database; and a storage memory containing a plurality of responses to word queries which responses contain and/or correspond to attributes, content and/or measures of the database, and containing one or more ordered combinations of attributes wherein the attributes of the ordered combinations are in a set order, the processor configured to match one or more words in a received word query with one or more attribute, content and/or measure in or corresponding to the stored responses, to provide relevant responses to the input word query based on the matching, and to rank the relevant responses, wherein the ranking of each relevant response is based at least

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: A journaling subsystem on a mobile device stores event data related to applications or other subsystems running on the mobile device. The event data can be stored and indexed in a journal database so that a timeline of past events can be reconstructed in response to search queries. In some implementations, a timeline can be reconstructed with markers on a map display based on search results. When the user interacts with a marker on the map display, the event data collected by the mobile device is made available to the user.