Abstract: Disclosed are systems, apparatus, methods, and computer readable media for discontinuing the following of records in an on-demand database service environment. In one embodiment, one or more records are identified according to one or more designated criteria. The records are stored in a database. The records are being followed by one or more users in an on-demand database service environment such that updates to the records are capable of being stored as feed items in one or more feed tables in the database. The feed items are capable of being published in an information feed displayed on one or more devices associated with the one or more users. The following of the identified one or more records by the one or more users is discontinued.

Abstract: To maintain user interest, the social networking system determines whether a particular user is interested in posting original broadcast feed stories to the social networking system during a session. Specifically, the social networking system determines a likelihood of a user posting an original broadcast feed story during the session. If the likelihood of the user posting an original broadcast feed story is above a threshold, the social networking system may encourage the user to post an original broadcast feed story by displaying original broadcast feed stories posted by other users to the user in a feed provided to the user. Specifically, the feed may contain more original broadcast feed stories posted by other users or the original broadcast feed stories posted by other users may be ranked higher in the feed than a feed provided to the user if the likelihood was below the threshold.

Abstract: Various embodiments of the invention provide methods, systems, and computer program products for conducting analytics on a communication so that search terms and corresponding synonyms can be considered in a context. A user identifies search terms and synonyms for the terms are provided. The user selects one or more of the synonyms and a topic model is applied to the search terms and selected synonyms to identify topics. The user selects a topic and communications associated with the topic are identified. The words articulated during the communications are then analyzed to identify occurrences where the search terms and synonyms were articulated during the communications. A GUI is displayed representing one of the communications with a plurality of icons, each icon representing one of the occurrences. Accordingly, the user may select a particular icon and a portion of the communication containing the corresponding occurrence is played and/or displayed for the user.

Abstract: Embodiments for extraction and summarization of decision discussions of a communication by a processor. The decision elements may be grouped together according to similar characteristics. The decision elements may be linked, and sentiments of the discussion participants towards each of the decision elements may be analyzed. A summary of the plurality of the decision elements may be provided via an interactive graphical user interface (GUI) on one or more Internet of Things (IoT) devices. The summary of the decision elements may be linked to domain knowledge. The summary may be enhanced using a domain knowledge.

Abstract: Systems, apparatus, and methods for providing promotions based on consumer interaction data are discussed herein. Some embodiments may include a system and/or apparatus including circuitry configured to provide electronic user interfaces (or impressions) of promotions to consumer devices and receive consumer interaction data indicating consumer interaction with the impressions. The system may be further configured to determine a selected promotion for providing in a subsequent impression based on the consumer interaction data. For example, the system may be configured to determine a promotion score of available promotion based on consumer interaction data indicating consumer responses to the available impressions. The promotion score may provide a rating by which available promotions may be selected and may be determined based on various criteria discussed herein to provide selected promotions to consumer devices.

Abstract: Methods, systems, apparatus, including computer programs encoded on computer storage medium, to facilitate identification of additional trigger-terms for a structured information card. In one aspect, the method includes actions of accessing data associated with a template for presenting structured information, wherein the accessed data references (i) a label term and (ii) a value. Other actions may include obtaining a candidate label term, identifying one or more entities that are associated with the label term, identifying one or more of the entities that are associated with the candidate label term, and for each particular entity of the one or more entities that are associated with the candidate label term, associating, with the candidate label term, (i) a label term that is associated with the particular entity, and (ii) the value associated with the label term.

Abstract: The present disclosure provides a method and an apparatus for broadcasting a search result based on artificial intelligence. The method includes: receiving a query sentence inputted by a user, and acquiring a plurality of candidate search results according to the query sentence; analyzing each candidate search result to determine a category of each candidate search result, in which the category includes a structured result and a rich-text result; acquiring intention information of the query sentence, and screening the plurality of candidate search results according to the intention information and the category of each candidate search result to obtain a screened search result; and generating text information corresponding to the screened search result, and broadcasting the text information.

Abstract: A method for operating an electronic device according to an embodiment of the present invention may comprise: if an occurrence of a notification is detected, determining an application related to the notification or a keyword extractable from the notification; determining whether feedback of a user for the notification occurs; and storing preference information of the user for the application or the keyword based on the feedback. Also, other embodiments are possible.

Abstract: Business Data Lake searching techniques are provided.

Abstract: A method and associated systems for identifying inputs to be used by a decision-support application. The decision-support application requests from the input-selection system a set of topics of interest that have experienced similar trends in public interest over a specified period of time, subject to certain constraints and confidence factors. In response, the system uses content retrieved from online news and social-media sources to identify common topics and past trends of public interest in each of those topics. The system then retrieves, from a more robust set of sources that include online references and encyclopedias, content related to the most popular topics and their related qualities. The system builds a Trie data structure for each topic and its related qualities and uses properties of Trie structures to efficiently identify the most similar Tries. The system then returns to the decision-support application the topics that correspond to the most similar Tries.

Abstract: A gaze initiated interaction technique for facilitating interaction between wearers of head-mountable devices. Methods are shown which allow users to interact with each other following an event of interlocking gaze. Methods are also shown which allows the operator of a personal point-of-interest beacon to control and limit interaction from the public thus ensuring a greater degree of privacy. Methods are also introduced which allow a mode of interaction to be determined by a remote service after mutual authorization of each interacting user. This disclosure also introduces a system of a head-mountable device which comprises a directional beacon transceiver system using beams in the infrared light spectrum enabling the detection of a gaze interlock event.

Abstract: Source objects according to a source data model are converted to target objects according to a target data model. A plurality of target data collections are generated, each including uniquely identifiable target objects. A first generated target data collection is merged with a subsequently generated target data collection.

Abstract: Systems, apparatus, methods, and articles of manufacture for cooperatively-overlapped and Artificial Intelligence (AI)-managed interfaces. For example, multiple cooperatively and/or partially overlapped interfaces may be provided (e.g., via an electronic and/or touch-screen device), with such interfaces being dynamically managed by various AI components, such as natural language processing, machine learning techniques, and/or neural network data processing.

Abstract: Embodiments of the invention include methods and systems for question identification. Aspects of the invention include receiving, by a processor, an investigation profile, wherein the investigation profile associated with an investigation comprises a plurality of questions. Observation data associated with the investigation is received and one or more concepts are extracted from the observational data. The one or more concepts are mapped to the plurality of questions to generate one or more answers to the plurality of questions. The one or more answers to the plurality of questions are analyzed to identify unanswered questions from the plurality of questions.

Abstract: A method, computer program product, and system are disclosed. The method, when implemented in a computer system, includes receiving digital information at a production node. The digital information includes product information and production information, and the product information includes information identifying a product. The production information is configured to facilitate production of the product by the production node. The production node is identified by location information and one or more production criteria. The method further includes producing the product, identified by the product information, according to the production information, where the production node is configured to produce the product using the production information.

Abstract: A method of generating search suggestions includes receiving an indication of a current location of the user device. After a user accesses a search function on the user device and before the user submits a search request, the method includes determining search results associated with locations in proximity to the current location of the user device, using query log data indicating selections of past search results by users after presentation of the past search results in response to respective past queries. The method also includes determining relative positioning of the search results based on the number of users that selected each search result, determining categories associated with the search results, grouping the search results by the determined categories; and sending the grouped search results and the one or more categories associated with the search results to the user device for display according to the determined relative positioning.

Abstract: Methods and systems for developing and distributing applications and data for building security applications can be provided. A plurality of data policies can be set for access and/or filtering security data based on selected parameters. One or more modules can be generated for processing the security data, with each of the modules governed by one or more module policies. Upon receipt of a request to initiate execution of the one or more modules to access and process a selected portion or filtered set of the security data, it can be determined if the request violates the data policies and/or the module policies applicable for processing the selected portion or filtered set of the security data, and if the data policies and/or the module policies are not violated, the one or more modules can be executed to process the selected portion or filtered set of the security data.

Abstract: A data analysis system allows users to interact with distributed data structures stored in-memory using natural language queries. The data analysis system receives a prefix of a natural language query from the user. The data analysis system provides suggestions of terms to the user for adding to the prefix. Accordingly, the data analysis system iteratively receives longer and longer prefixes of the natural language queries until a complete natural language query is received. The data analysis system stores natural language query templates that represent natural language queries associated a particular intent. For example, a natural language query template may represent queries that compare two columns of a dataset. The data analysis system compares an input prefix of natural language with the natural language query templates to determine the suggestions. The data analysis system receives user defined metrics or attributes that can be used in the natural language queries.

Abstract: A system, apparatus, and method are provided for implementing secondary profiles for members of an online application or service. Each member has a corresponding primary profile populated by the member, and a secondary profile populated with information from data sources other than the member. Each fact or entry in the secondary (or inferred) profile is accompanied by a confidence score reflecting confidence in the source of the fact, confidence that the fact is correctly associated with this member, and/or other factors. A given fact may be obtained or extracted from multiple sources, with each copy or version assigned a separate confidence score. In response to a request to identify members having a particular attribute, in addition to identifying members that have the attribute in their primary profiles, members having the attribute in their secondary profiles may be identified if the corresponding confidence scores are greater than a threshold.

Abstract: A method for a frame certainty metric for automatic content recognition. The method includes determining a frame match between media device frames of a media device stream relative to broadcast frames of a broadcast media stream and determining whether to shift the frame match by determining the following: a first frame certainty metric based on a first media device fingerprint and a target broadcast fingerprint; a second frame certainty metric based on a second media device fingerprint sequentially adjacent the first media device fingerprint and the target broadcast fingerprint; a third frame certainty metric based on a third media device fingerprint sequentially adjacent the first media device fingerprint and the target broadcast fingerprint; and a greatest frame certainty metric. The method further includes identifying the media device fingerprint corresponding to the greatest frame certainty metric as a target media device fingerprint matching the target broadcast fingerprint.

Abstract: A collaborative prediction system for altering predictive outcomes of dynamic processes may include a processor configured to store initial information about a specific dynamic process having a plurality of potentially differing outcomes, assign to the specific dynamic process a first likelihood of occurrence of at least one of the potentially differing outcomes, and receive, from a first system user, notification data, the notification data being associated with the specific dynamic process.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a system configured to select actions to be performed by an agent that interacts with an environment. The system comprises a manager neural network subsystem and a worker neural network subsystem. The manager subsystem is configured to, at each of the multiple time steps, generate a final goal vector for the time step. The worker subsystem is configured to, at each of multiple time steps, use the final goal vector generated by the manager subsystem to generate a respective action score for each action in a predetermined set of actions.

Abstract: Technical solutions are described for representing health of a cognitive system. An example computer-implemented method includes displaying an animated set of icons, each icon representing a question input to the cognitive system. Each icon has a respective movement pattern. The computer-implemented method also includes receiving a selection of a first icon from the animated set of icons. The computer-implemented method also includes in response, identifying a category of a first question corresponding to the first icon, determining a subset of the icons corresponding to question from the category, and displaying connectors between the subset of the icons.

Abstract: Technical solutions are described for selecting and retrieving, by a media retrieval system, media items for displaying. An example method for selecting and retrieving the media items includes monitoring a conversation of a user via a user device, and extracting a conversation topic from the conversation. The method further includes determining that a metadata database of a media storage associated with the user includes the conversation topic. The method further includes adding, in response, to a topic match database, from the media storage, an identity of a media item matching with the conversation topic, and adding, to a list of media items to be played back by a media display device, the topic match database. Further yet, the method includes playing back, by the media display device, the media item.

Abstract: Described are computer-based methods and apparatuses, including computer program products, comprising the steps of, or structure for, storing a plurality of expert profiles in a database, each of the plurality of expert profiles comprising information associated with a person having knowledge in a particular category, subject or topic; receiving search criteria over a network from a query source; selecting at least one of the plurality of expert profiles comprising information that satisfy the search criteria; and transmitting expert profile data for each of the selected expert profiles to the remote search engine, the expert profile data comprising data that defines a displayable representation of a corresponding expert profile, the expert profile data further comprising data that facilitates a client-initiated, real-time communication session over the network with a person associated with the corresponding expert profile.

Abstract: A system and method for a method for processing sound beams associated with visual elements, including: analyzing at least one received multimedia data element (MMDE) to identify audio features and visual elements within the MMDE; extracting at least one audio feature and at least one visual element from the MMDE; generating at least one sound signal from the MMDE based on the audio features; associating the at least one sound signal with at least one of the visual elements; and tagging each associated sound signals and visual element as an event.

Abstract: Systems and methods are described herein for updating search results based on a user's comment or a conversation among users using a media guidance application. A set of search results may be presented to a user or users. Comments or a conversation about the search results may be analyzed by the media guidance application. Selected comments by a user determined to have a greater weight may be used to update the search results.

Abstract: A mechanism is provided in a data processing system for using paraphrase metrics for answering questions. The mechanism receives an input question and generating a candidate answer from a corpus of information. The candidate answer has a supporting passage from the corpus of information. The mechanism divides the input question into a first sequence of tokens and divides the supporting passage into a second sequence of tokens. The mechanism identifies a plurality of subsequences of tokens within the second sequence of tokens and applies a paraphrase metric to compare the first sequence of tokens to each of the plurality of subsequences of tokens to generate a plurality of paraphrase metric scores. The mechanism then determines a confidence score for the candidate answer based on a highest paraphrase metric score within the plurality of paraphrase metric scores.

Abstract: The present invention extends to methods, systems, and computer program products for forming data responsive to a query. Responding to a query can include selecting data views on top of data sources. A data catalog stores data elements from different data sources and stores links between data elements from the different data sources. A view can be selected for a query based on one or more of: classification of data included in the data catalog or prior usage of data included in the data catalog. A selected data view is populated with data elements from the data catalog using the links to determine that data elements spanning multiple data sources satisfy the query. The data catalog can be used to identify relationships between data elements from different data sources that would not otherwise be identified.

Abstract: Embodiments are directed to a computer implemented method of improving queries. The method includes performing a query on a document set, wherein documents that satisfy the query comprise a first subset of the document set and documents that do not satisfy the query comprise a complement subset. Thereafter, calculating a correlation for all terms in the complement subset, with respect to the complement subset. Thereafter determining a set of top correlated terms. A set of bottom correlated terms is determined. The set of top correlated terms and bottom correlated terms are presented to generate an improved query.

Abstract: In one embodiment, a method includes receiving, from a client system, a query inputted by a first user at a search client, the search client being associated with context data from a page associated with the search client. The context data identifies: a type of the page associated with the search client, a social context of the page associated with the search client, and a threshold number of search results for display. The method includes identifying one or more entities matching the query and ranking each of the identified entities based at least in part on the social context and the type of the page associated with the search client. The method includes sending, to the client system, instructions for presenting a search-results interface including the threshold number of search results corresponding to the threshold number of top ranking identified entities.

Abstract: In one embodiment, a method includes receiving a query inputted by a user; identifying one or more objects matching the query; generating a reconstructed embedding of the query based on one or more term embeddings associated with one or more of the n-grams of the query, respectively; calculating, for each identified object, a relevance-score based on a similarity metric of the reconstructed embedding of the query and an object embedding associated with the identified object; generating one or more search results based on the calculated relevance-scores, each search result corresponding to one of the identified objects; and sending a search-results interface for display, the search-results interface comprising one or more of the search results, each search result comprising a reference to its corresponding identified object.

Abstract: A mechanism is provided for automated management of a set of media data using a set of social networking data. The set of social networking data related to a media event is collected. The set of social networking data related to the media event is correlated with the set of media data of the media event. Based on the set of social networking data, a determination is made of an inflection point of the media event. An inflection marker for the inflection point of the media event is then established with respect to the set of media data of the media event.

Abstract: Techniques for graph based natural language processing are described. In one embodiment an apparatus may comprise a client service component operative on the processor circuit to receive a natural language user request from a device and to execute the natural language user request based on matched one or more objects and a social object relation component operative on the processor circuit to match the natural language user request to the one or more objects in an object graph, the object graph comprising token mappings for objects within the object graph, the token mappings based on data extracted from a plurality of interactions by a plurality of users of the network system, wherein the one or more objects are matched with the natural language user request based on the token mappings. Other embodiments are described and claimed.

Abstract: Embodiments are directed to a computer implemented method of improving queries. The method includes performing a query on a document set, wherein documents that satisfy the query comprise a first subset of the document set and documents that do not satisfy the query comprise a complement subset. Thereafter, calculating a correlation for all terms in the complement subset, with respect to the complement subset. Thereafter determining a set of top correlated terms. A set of bottom correlated terms is determined. The set of top correlated terms and bottom correlated terms are presented to generate an improved query.

Abstract: A computer-implemented method for checking a search query used for retrieving information from a collection of records in an event sequence analysis system is disclosed. The method includes receiving a search query including a plurality of predicates and one or more constraints each associated with plural predicates, in which each predicate is specified to be positive or negative, and the plurality of the predicates forms a logical graph together with the one or more constraints. The method also includes generating from the graph a subgraph including one or more predicates specified to be positive among the plurality of the predicates. The method further includes determining whether the subgraph has plural components or not, and invalidating the search query in response to the subgraph being determined to have plural components.

Abstract: A stream of attention method, system, and apparatus determines a first focus of attention by applying a probabilistic analysis to a first set of syntactical elements. The syntactical elements may be derived from external communications or from communications generated internally by a computer-implemented system. Alternatively, the syntactical elements may be determined based on their association with images accessed from an external or internal source. Actions are performed by the computer-implemented system that are expected to reduce uncertainty with respect to the focus of attention. Such actions may include posing syntactical-based interrogatives directed to external entities or internally, searching a corpus of content, and/or moving to a new location and receiving input at the new location.

Abstract: A building system for operating a building and managing building information causes one or more processors to receive building data from one or more building data sources, generate relationships between entities based on the building data, wherein the relationships comprises a pair of relationships between a first entity and a second entity of the entities representing two different types of relationships, wherein the pair of relationships comprises a first relationship between the first entity and the second entity and a second relationship between the second entity and the first entity, and update a space graph by causing the space graph to store nodes representing the entities and edges between the nodes representing the relationships, wherein the space graph is a graph data structure.

Abstract: An information processing apparatus including a detector that detects movement of a manipulation body in a vertical direction in relation to a display, and a processor that determines a speed of movement of the manipulation body based on an output of the detector, and determines a process to be executed based on the determined speed of movement.

Abstract: A computer-implemented method searches a database for a particular string. One or more processors receive data as an input string, and then identify multiple k-grams in, unique characters in, and a length of the input string. The one or more processors perform binary locality sensitive hashing on the k-grams, the unique characters, and the length for the input string, and then sum the binary locality sensitive hashings to create a first addition vector, which is used to generate a first binary vector. The same process is performed on a particular string being requested to generate a second binary vector. The one or more processors then search the database for the particular string that was requested using the second binary vector in a large scale hamming distance query process that determines a hamming distance between the first binary code and the second binary code.

Abstract: When a computing device has an issue, a detector receives (or retrieves) data associated with the computing device. The data may include parameter key-value pairs. The detector creates queries based on the data and distributes the queries to one or more matching engines, such as an exact matching engine or a proximity matching engine. The one or more matching engines look for matches in an index of database documents. The results from the one or more matching engines are ranked based on relevancy scores. In some cases, users may provide feedback regarding the relevancy of the results and the feedback may be used to recalibrate how the relevancy scores are determined.

Abstract: Digital image processing circuitry clusters a set of images into a set of first clusters of images and a set of unclustered images. The set of first clusters are merged, generating a set of second clusters of images. Images in the set of unclustered images are assigned to one of a cluster of the set of second clusters of images and an outlier image cluster. The clustered images may be partitioned into subclusters based on detection of objects in the images.

Abstract: Methods and devices for assessing the quality of user-generated content are described. In one embodiment, a method is disclosed for measuring the quality of a user-generated answer to a question by combining various factors, including question-answer surface word vector similarity, question-answer explicit semantic analysis vector similarity, answer-answer explicit sematic analysis vector similarity, query performance predictor, sentiment analysis, textual analysis of the answer, and reputation of the answerer. The method uses a learning procedure to determine the best algorithm for measuring the overall quality of the answer based on these factors.

Abstract: A method and system for providing searching and contributing via social commerce within a social media ecosystem on a cloud communications network. A user is able to select as plural individual electronic lists, personal preferences and favorite items for social media ecosystem gifting, charitable contributing and time-of-need donating. Controlled access for the plural individual electronic lists selected by the user is provided to plural general search engine sites and plural social media sites in a social media ecosystem. Secure private permission-based viewing of and electronic operations on the stored plural individual electronic lists of favorite items is provided to plural other users so the plural other users can view and contribute a gift, charitable contribution or time-of-need donation. Electronic purchases of favorite items or electronic contributions to a charity or for time-of-need assistance are accepted.

Abstract: The present disclosure relates to simulating the capture of images. In some embodiments, a document and a camera are simulated using a three-dimensional modeling engine. In certain embodiments, a plurality of images are captured of the simulated document from a perspective of the simulated camera, each of the plurality of images being captured under a different set of simulated circumstances within the three-dimensional modeling engine. In some embodiments, a model is trained based at least on the plurality of images which determines at least a first technique for adjusting a set of parameters in a separate image to prepare the separate image for optical character recognition (OCR).

Abstract: A first search request is received. Keywords of the first search request is identified. A request in a protocol for the first search request is transmitted to a web service. A response in the protocol for the first search request is received from the web service. Whether the first search quest is similar to a previously submitted search request, is determined. Responsive to determining that the first search request is similar to the previously submitted search request, the protocol response is modified to include contact information of a user that previously submitted the similar search request. The modified protocol response is transmitted to the client computer system from which the first search request originated.

Abstract: A method of automatic generation of a digital thesaurus, the method comprising: parsing the digital text and determining a first lexical unit and a second lexical unit; for each entry of the first lexical unit: selecting n-number of sequential units adjacent to the first lexical unit; generating a first context parameter for the first lexical unit, the first context parameter comprising an indication of each unit of the n-number of sequential units and a frequency of co-occurrence of each unit with the first lexical unit in the digital text; for each entry of the second lexical: selecting, n-number of sequential units adjacent to the second lexical unit; generating a second context parameter; determining a lexical unit relation parameter for the first lexical unit and the second lexical unit by: an interrelation analysis and an analysis of entry co-occurrence.

Abstract: A method and system are described for controlling an Internet of Things (IoT) device using multi-modal gesture commands. The method includes receiving one or more multi-modal gesture commands comprising at least one of one or more personalized gesture commands and one or more personalized voice commands of a user. The method includes detecting one or more multi-modal gesture commands using at least one of a gesture grammar database and a voice grammar database. The method includes determining one or more control parameters and IoT device status information associated with a plurality of IoT devices in response to the detection. The method includes identifying IoT device that user intends to control from plurality of IoT devices based on user requirement, IoT device status information, and line of sight information associated with user. The method includes controlling identified IoT device based on one or more control parameters and IoT device status information.

Abstract: A system for concise display of query results via thumbnails consisting of images and keywords is disclosed. The query result display system has a query result display module, comprising computer-executable code stored in non-volatile memory, a processor, and a user interface device. The query result display module, the processor, and the user interface device are configured to perform a query of the plurality of indexed documents, determine one or more indicative images for each of a plurality of indexed documents, and provide a set of result documents drawn from the plurality of indexed documents, perform a distinguishing keyword analysis for the set of result documents based on a measure of differentiation, determine one or more differentiating terms for each result document based on the distinguishing keyword analysis, and depict each result document using a representative image incorporating the at least one distinguishing images along with the at least one differentiating terms.

Abstract: Techniques for automatically generating a company profile in a social network are described. A profile generation module can access employment data from a member profile in a social network. Additionally, the profile generation module can determine an employer based on the accessed employment data. Furthermore, the profile generation module can verify that the determined company does not have an existing entity profile in the social network. Moreover, the profile generation module can authenticate the verified employer based on member data from the social network. Subsequently, the profile generation module can generate and post the entity profile on the social network.