Abstract: An information processing apparatus includes an extraction unit and a generation unit. The extraction unit extracts a common topic from profiles of plural users. The generation unit generates a community including users who are associated with the topic extracted by the extraction unit.

Abstract: A geospatial query and navigation process generates a first filtered result comprising assets that satisfy a user generated query, where each asset includes a geospatial location and an exposure rank that estimates a risk associated with the asset based at least in part, upon a policy limit of a policy associated with the asset. The process also generates a current view of a geographical map, and positions indicia on the current view of the geographical map representing assets within the first filtered result according to their geospatial location that are also located within the current view of the geographical map and that also satisfy a predefined exposure rank requirement. The process modifies the current view of the geographical map to alter displayed geographical boundaries responsive to a user entered selection, whereupon the displayed indicia representing assets is updated according to the modified view of the geographical map.

Abstract: At least one table included in first content may be determined. The at least one table includes a first plurality of rows and a first plurality of columns. It may be determined that a first term indicative of a personal name is included in a first row of the first plurality of rows and a first column of the first plurality of columns. A second row of the first plurality of rows that includes at least a first personal name in the first column and a first item of personal identifying information in a second column of the first plurality of columns may be identified. First data indicative of the first personal name and the first item of personal identifying information may be extracted. The first data may be added to a first profile associated with the first personal name.

Abstract: In accordance with one embodiment, a method can be implemented that comprises receiving as an input a title of a video from a video sharing web site; parsing the title of the video into one or more n-grams; computing with a computer a title-searchability-score by utilizing the one or more n-grams.

Abstract: According to one embodiment, an information processing apparatus includes a processing circuit. The processing circuit generates each of keywords stored in a frequently asked question (FAQ) collection as an utterance sentence. The processing circuit generates dialogue data for each of the keywords, the dialogue data generated by performing a dialogue for each of the keywords at least once, the dialogue obtained by generating a response sentence to the utterance sentence based on a result of searching the FAQ collection by use of the utterance sentence. The processing circuit generates aggregation data representing how often each of the keywords is used in the dialogue, based on the dialogue data.

Abstract: Systems and techniques are disclosed for machine learning based improvements in estimation techniques. An example method includes obtaining a seed specifying a portion of an action for evaluation with respect to a networked computing environment. A description of the action is completed by providing a first recurrent neural network (RNN) with the seed to generate one or more additional words, with the action represented by the description not being enabled yet in the networked computing environment. An estimated down-stream impact (DSI) associated with the action is determined based on a second RNN, with the estimated DSI indicating an estimated measure of impact to the networked computing environment which would be caused by performance of the example action after enabling the example action. Output of an interactive user interface including information representing the action and the estimated DSI is caused.

Abstract: The present disclosure provides systems and methods that include or otherwise leverage use of a multiscale quantization model that is configured to provide a quantized dataset. In particular, the multiscale quantization model can receive and perform vector quantization of a first dataset. The multiscale quantization model can generate a residual dataset based at least in part on a result of the vector quantization. The multiscale quantization model can apply a rotation matrix to the residual dataset to generate a rotated residual dataset that includes a plurality of rotated residuals. The multiscale quantization model can perform reparameterization of each rotated residual in the rotated residual dataset into a direction component and a scale component. The multiscale quantization model can perform product quantization of the direction components of the plurality of rotated residuals, and perform scalar quantization of the scale components of the plurality of rotated residuals.

Abstract: A method for communicating a playback order for a plurality of media content items to a user device operating in an online mode, the method performed at a server system and comprising receiving an indication that the user device will enter an offline mode, generating a playback order for the plurality of media content items, and transmitting the generated playback order to the user device before the user device enters the offline mode.

Abstract: The present disclosure relates to systems, methods, and non-transitory computer readable media for accurately, efficiently, and flexibly identifying and providing digital images of human figures in poses corresponding to a query pose. In particular, the disclosed systems can provide multiple approaches to searching for and providing pose images, including identifying a digital image depicting a human figure in a particular pose based on a query digital image that depicts the pose or identifying a digital image depicting a human figure in a particular pose based on a virtual mannequin. Indeed, the disclosed systems can provide a manipulable virtual mannequin that defines a query pose for searching a repository of digital images. Additionally, the disclosed systems can generate and provide digital pose image groups by clustering digital images together according to poses of human figures within a pose feature space.

Abstract: Methods, systems, and computer programs for generating a playlist of media content items without explicit content. A vector space is created that represents explicit and non-explicit tracks in the same playlists created by other users and then tracks are filtered based on cosine distance between the “seed tracks” and all the tracks in the aforementioned playlist. The explicit tracks are filtered out, and tracks are sorted based on the affinity of the user to the artist.

Abstract: Example methods and systems for inserting information into playing content are described. In some example embodiments, the methods and systems may identify a break in content playing via a playback device, select an information segment representative of information received by the playback device to present during the identified break, and insert the information segment into the content playing via the playback device upon an occurrence of the identified break.

Abstract: In one aspect, an example method to be performed by a computing device includes (a) receiving a request to use a camera of the computing device; (b) in response to receiving the request, (i) using a microphone of the computing device to capture audio content and (ii) using the camera of the computing device to capture an image; (c) identifying reference audio content that has at least a threshold extent of similarity with the captured audio content; and (d) outputting an indication of the identified reference audio content while displaying the captured image.

Abstract: An electronic device is provided. The electronic device includes a display, at least one processor, and at least one memory configured to store instructions that cause the at least one processor to obtain first information from a first still image frame that is included in a first moving image, obtain second information from the first moving image, identify at least one image function based on at least one of the first information or the second information, and control the display to display at least one function execution object for executing the at least one image function. Various other embodiments can be provided.

Abstract: An electronic device and method are disclosed. The electronic device includes a display, a processor and memory. The processor may implement the method, including analyzing, by a processor, a first video to identify any characters included in the first video, displaying one or more icons representing one or more characters identified in the first video via a display, receiving, by input circuitry, a first user input selecting a first icon representing a first character from among the one or more icons, based on the first user input, selecting image frames of the first video that include the first character from among image frames included in the first video, and generating, by the processor, a second video including the selected image frames. A second embodiment includes automatically selecting images from a gallery including one or more characters for generation of a video.

Abstract: Aspects described herein may relate to methods, systems, and apparatuses that determine one or more categories associated with a dataset, or a portion thereof. The determination may be performed based on one or more tags associated with the dataset and/or a description associated with the dataset. Further, the determination may be performed by searching an ontology based on the one or more tags and/or the description. The determination may be performed by using a machine-learning model based on the one or more tags and/or the description. Once the one or more categories associated with the dataset are determined, the one or more categories may be used as a basis for modifying the dataset and/or validating the dataset.

Abstract: What is disclosed is an improved approach to perform automatic partitioning, without requiring any expertise on the part of the user. A three stage processing pipeline is provided to generate candidate partition schemes, to evaluate the candidate using real table structures that are empty, and to then implement a selected scheme with production data for evaluation. In addition, an improved approach is described to perform automatic interval partitioning, where the inventive concept implements interval partitioning that does not impose these implicit constraints on the partition key column.

Abstract: A computer system updates a knowledge graph. A model corresponding to a set of documents is received, wherein the model comprises a plurality of entities, a plurality of entity associations, and a plurality of confidence scores corresponding to the plurality of entity associations. A relevance value is calculated for each entity of the plurality of entities that are present in the set of documents and for each entity of the plurality of entities that are present in a new document. One or more entity associations that are supported by specific portions of the new document are identified. The confidence scores for each of the identified one or more entity associations are updated based on a level of support in the new document. Embodiments of the present invention further include a method and program product for updating a knowledge graph in substantially the same manner described above.

Abstract: Systems, methods, and software described herein provide graph searching via index vertices. In one implementation, a graph management system may receive a request to identify vertices of a first vertex type in a graph, wherein the request defines one or more attributes associated with the vertices. In response to the request, the graph management system may identify one or more index vertices associated with the one or more attributes, wherein the one or more index vertices is associated with one or more second vertex types. The graph management system may further identify the vertices in the graph with edges that couple to the one or more index vertices.

Abstract: A system stores resources such as text articles, videos, and so forth for an organization. During operation, the system receives a query and provides a response. During initial use of the system, there is little or no historical data available to help determine which resource is most relevant to a particular query. In this “cold-start” situation, the system determines attributes associated with a user account of the user making the query. The query is used to search a data store and retrieve a set of resources based on a term match with the query and to find the resources which correspond to the attributes of the user account. This allows the system to provide simplified output that is more likely to be relevant to that particular user in the “cold-start” situation.

Abstract: A method, system, and computer-usable medium are disclosed for answering general background questions on a topic from documents with glossary sections, A set of documents with glossaries is received from which a set of terms and associated glossary entries are extracted, where each term has a corresponding glossary entry. Association is performed of related glossary entries. The associations is based on a similarity algorithm to form glossary clusters where each glossary cluster refers to one or more glossary entries. A query with query terms tailored to general information is received. The glossary clusters are ranked relevance to the query terms to form a ranked set. A set of glossary clusters meeting a high ranked threshold is selected and provided.

Abstract: Aspects of the disclosure relate to dynamic record masking in a blockchain system. A computing platform may receive an input dataset. The computing platform may generate a plurality of records based on data from the input dataset. The computing platform may generate one or more masked records based on the plurality of records and masking settings. The computing platform may send the records and/or masked records to destination computing platforms. The computing platform may receive notifications from the destination computing platforms indicating the records and/or masked records have been verified. The computing platform may send messages comprising instructions to the destination computing platforms to add the records or masked records to their distributed ledgers. The computing platform may send an instruction to a database platform to update one or more tables with the record.

Abstract: A method and system of graph feature extraction and graph classification based on adjacency matrix is provided. The invention first concentrates the connection information elements in the adjacency matrix into a specific diagonal region of the adjacency matrix which reduces the non-connection information elements in advance. Then the subgraph structure of the graph is further extracted along the diagonal direction using the filter matrix. Further, it uses a stacked convolutional neural network to extract a larger subgraph structure. On one hand, it greatly reduces the amount of computation and complexity, getting rid of the limitations caused by computational complexity and window size. On the other hand, it can capture large subgraph structure through a small window, as well as deep features from the implicit correlation structures at both vertex and edge level, which improves speed and accuracy of graph classification.

Abstract: Systems and methods are disclosed for finding intersections between digital interactions of two users (or a user and specific data) based on two different digital interaction data sets. For example, a digital interaction database may include a first user's mobile phone records from a first mobile company and a second user's mobile phone records from a second mobile phone company. The first user's mobile phone records and the second user's mobile phone records may be organized differently, may have different data elements, may have different format styles, etc. Yet an intersection between the first user and the second user may be found by searching the first user's mobile phone records and/or the second user's mobile phone records and retrieving related digital interactions such as, for example, phone records showing a phone call or message between the first user and the second user.

Abstract: Metadata associated with content stored in a corresponding primary storage system is received receiving from each secondary storage cluster of a plurality of different secondary storage clusters included in different storage domains. The metadata received from the plurality of different secondary storage clusters is stored and indexed together. A unified metadata search interface is provided for stored data of the corresponding primary storage systems and the plurality of different secondary storage clusters of the different storage domains.

Abstract: Based on a selection by a user of first one or more values of one or more events displayed in a graphical interface, an extraction rule is automatically determined that is capable of extracting a field label-value pair at least partially within at least the selected one or more values. An option is displayed that correspond to the determined extraction rule in the graphical interface. Based on the user selecting the option in the graphical interface, display is caused of second one or more values of one or more field label-value pairs extracted from the one or more events using the extraction rule. The one or more events may be displayed in a table format, and the first one or more value may be selected by the user selecting one or more cells, columns, or text portions in the table format.

Abstract: The present disclosure relates to cloud-based techniques that may be used to manage how digital content is arranged and distributed. For example, a non-transitory, computer-readable medium may include instructions that, when executed, are configured to cause processing circuitry to provide a cloud-based application that maintains an editable draft issue comprising a plurality of draft articles, generate a published issue that has a plurality of published articles corresponding to the plurality of draft articles based on the draft issue, and provide the published issue to one or more electronic devices.

Abstract: In certain embodiments, single-page application server-side rendering may be facilitated. In some embodiments, a request related to a single-page web application may be obtained. A determination of whether the request is a crawler request may be effectuated. In response to determining that the request is a crawler request, a server-side renderer may generate a static page in connection with the request from the crawler. In some embodiments, web assets may be obtained from one or more databases via the server-side renderer, and the server-side renderer may generate the static page based on the web assets. The static page may then be provided as a response to the request.

Abstract: Embodiments of the disclosure are related to distribution of content in response to search signals in an enterprise environment. Embodiments of the disclosure obtain search signals from a client device associated with a user. In response to obtaining such a search signal, content stored on a resource repository can be located. Such a resource repository can be a private repository associated with an enterprise. In response to located content, a notification can be sent to the client device of the user.

Abstract: Data records are linked across a plurality of datasets. Each dataset contains at least one data record, and each data record is associated with an entity and includes one or more attributes of that entity and a value for each attribute. Values associated with attributes are compared across datasets, and matching attributes having values that satisfy a predetermined similarity threshold are identified. In addition, linkage points between pairs of datasets are identified. Each linkage point links one or more pairs of data records. Each data record in the pair of data records is contained in one of a given pair of datasets, and each pair of data records is associated with a common entity having matching attributes in the given pair of datasets. Data records associated with the common entities are linked across datasets using the identified linkage points.

Abstract: A system for displaying information on a selected entity is configured to: (a) display, on a graphical user interface (GUI), a menu including an option for probing a world view, a regional view, regional interactions, and a target entity view, wherein the world view includes image icons displayed on a world map, the regional view includes image profiles displayed by region, the regional interactions include image icons representing commonalities between two or more different regions, and the target entity view includes an image of the selected entity; (b) display the world view based on the option being the probing of the world view; and (c) display a set of keywords associated with the image icons based at least in part on calculated ratings associated with the set of keywords, wherein an order of the displayed set of keywords is determined based on the associated ratings.

Abstract: Methods and systems are provided for managing a GUI of a web browser. When a user interaction with a tab presentation control is detected, a horizontal tab strip having first navigation tab controls for a set of webpages is removed, and a vertical tab strip having second navigation tab controls for the same set of webpages is displayed in a vertical column in the browser. In response to detecting a user hover interaction with the vertical tab strip while the vertical tab strip is in a collapsed state, the vertical tab strip is expanded from the collapsed state to an expanded state. In response to termination of the user hover interaction, the vertical tab strip is collapsed from the expanded state to the collapsed state. The vertical tab strip in the collapsed state occupies a smaller portion of the GUI then the vertical tab strip in the expanded state.

Abstract: A system and method to convert source dependent data into source-agnostic data includes extracting, by a processing unit associated with a data transformation application, relevant data from impression data received from a data source to obtain extracted data, cleansing the extracted data for obtaining cleansed data, and converting the cleansed data into source-agnostic data by re-categorizing at least some of the cleansed data. The system and method also include retrievably storing the source-agnostic data as persisted data into a memory associated with the data transformation application, receiving a query via a dashboard associated with the data transformation application to retrieve the persisted data, and displaying a portion of the persisted data that satisfies the query on the dashboard.

Abstract: URL shortening and redirection, as provided by the systems and methods herein, allow advertisers and influencers to: (1) generate links that aid in helping make a clear disclosure about the nature of the link or content where the link is intended; (2) redirect the users by both placing a disclosure statement directly into: (a) the URL structure and (b) into the interstitial page that is displayed after clicking on the URL and prior to redirection to the destination address.

Abstract: The present disclosure provides an electronic device and a control method therefor. An electronic device of the present disclosure may comprise a memory including at least one command, and a processor which is connected to the memory so as to control the electronic device, wherein the processor executes at least one instruction, so as to classify a uniform resource locator (URL) corresponding to at least one website accessed by a user during a preconfigured period into at least one segment, classify URLs according to a plurality of categories, on the basis of the at least one segment and a learned classification model, and determine, among the plurality of categories, a category of a website preferred by the user, on the basis of the user's website access history during the preconfigured period, an access history with respect to the at least one website, and a result of the classification.

Abstract: Methods, systems, and apparatus, including computer programs stored on a computer storage medium, for providing a dynamic contextual library. In some implementations, an interactive element is provided for display in a user interface. Context data that indicates a context of one or more computers is generated. Document data indicating a subset of documents from a document collection associated with a user is obtained, with the subset of documents being selected from the document collection based on the context data. After obtaining the data indicating the subset of documents, data indicating user interaction with the interactive element is received. Data identifying the subset of documents for display is provided in response to receiving the data indicating user interaction with the interactive element.

Abstract: A highly secure database platform is entity-centric and entity-controlled. Posting, query and retrieval of a data is bound to unique, unidirectional relationship identifiers that control a requesting entity's access to documents pertaining to a targeted entity. Data is immutably mapped to entities and relationships. The platform is domain-partitioned, schema-agnostic and order-preserving. The invention presents a trusted platform or service which is readily adapted to data concerning people, groups, businesses, devices, and/or microservices.

Abstract: Described herein are systems and methods for providing custom component compilation within a cloud-based content hub environment. In accordance with an embodiment, embodiments can allow developers to work with a variety of technologies and optimize a page or site for runtime performance, including in some instances the use of a custom (component) compiler, for use during compilation of a particular component of a website.

Abstract: A puncture planning apparatus has: a simulation unit that simulates movement of an organ and a puncture needle by simulation using an organ model; and a planning unit that plans, based on the simulation result, how to move the puncture needle when an actual organ is punctured. The simulation unit executes a plurality of times of the simulation of an operation to advance the puncture needle while correcting an angle of the puncture needle so as to follow the movement of the target segment due to deformation of the organ, conditions of an advancement speed of the puncture needle are changed for each of the plurality times of the simulation, and the planning unit performs planning using the best simulation result out of the plurality of simulation results acquired under different conditions of the advancement speed.

Abstract: Some embodiments provide a method for a circuit that executes a neural network including multiple nodes. The method loads a set of weight values for a node into a set of weight value buffers, a first set of bits of each input value of a set of input values for the node into a first set of input value buffers, and a second set of bits of each of the input values into a second set of input value buffers. The method computes a first dot product of the weight values and the first set of bits of each input value and a second dot product of the weight values and the second set of bits of each input value. The method shifts the second dot product by a particular number of bits and adds the first dot product with the bit-shifted second dot product to compute a dot product for the node.

Abstract: Technologies relating to implementing two-stage ramp ADCs in crossbar array circuits for high performance matrix multiplication are disclosed. An example two-stage ramp ADC includes: a transimpedance amplifier configured to convert an input signal from current to voltage; a comparator connected to the transimpedance amplifier; a switch bias set connected to the comparator; a switch side capacitor in parallel with the switch bias set; a ramp side capacitor in parallel with the switch bias set; a ramp generator connected to the comparator via the ramp side capacitor, wherein the ramp generator is configured to generate a ramp signal; a counter; and a memory connected to the comparator, wherein the memory is configured to store an output of the comparator.

Abstract: Approximation circuitry utilizes bitwise operations on operands to provide approximate results of operations on the operands. A significant digit detector utilizes bitwise operations on the received operands to identify or detect approximate most significant bits in the operands, and then utilizes these identified most significant bits to generate approximate values for each of the operands. Intermediate registers receive and store the approximate values from the significant digit detector. A combinatorial network, such as a lookup table (LUT), thereafter utilizes the approximate values stored in the intermediate registers to generate an approximate result. The approximate result has a value that is an approximate value of a given operation, such as multiplication or division, on the operands provided to the significant digit detector.

Abstract: The present disclosure provides a system that enables manipulation of a persistent display of shared content. Content can be shared with a host device from a guest device. A rendering of the content is configured to be manipulated by a user at the host device. For instance, a rendering of the content can be resized, scaled, rotated and moved within a graphical user interface. Annotations can also be added to the rendering of the content. The rendering of the content can also be persistently and automatically displayed in response to a device operating in a predetermined state. The predetermined state can include, for example, a lock screen mode, a bulletin board mode, or a mode when application user interfaces are minimized. The rendering may be removed from a display when the device exits the predetermined state or when the device receives a specific command to remove the rendering.

Abstract: Embodiments include a computer-implemented method for determining an equivalent license unit of an enterprise computer system in accordance with a standardized graph-based framework. The method includes discovering licensable products of an enterprise computer system in accordance with a standardized graph-based framework, and constructing a licensable product star graph (LPSG) for each licensable product in accordance with the standardized graph-based framework to identify any license models that have at least one subgraph associated with the licensable product. The method further includes constructing a licensable product constellation graph (LPCG) in accordance with the standardized graph-based framework by evaluating each LPSG to determine any common target elements of any license model to link the LPSGs, and determining an equivalent license unit metric for the license models based on the LPCG.

Abstract: An embodiment of a method of providing identity assurance for a decentralized application (DApp) includes executing, by at least one distributed node of a blockchain system, an entitlement contract stored on the blockchain to perform a read call from a DApp contract stored on the blockchain, the read call including an address signing a transaction to the DApp contract. Performing the read call may include reading a list of registered addresses stored on the blockchain, determining whether the list includes the signing address; and providing an output indicating whether the list includes the signing address. The method may further include executing, by the at least one distributed node, a registry contract stored on the blockchain to perform a read call from the DApp contract, the read call including an identifier of the decentralized application.

Abstract: The disclosure relates to an authority filter method which includes: determining an authority of a login user according to information of the login user; determining tags contained in a preset interface when the preset interface is accessed by the login user; executing a code corresponding to the tags to acquire the authority of the login user; determining a function of a target tag, among the tags, contained in the authority of the login user; and displaying a content corresponding to the target tag in the preset interface.

Abstract: Aspects of the disclosure relate to determining optimal machine learning models. A computing platform may collect, via a network, data indicative of login activity to an enterprise resource. One or more initial features indicative of the login activity may be identified. Based on the one or more initial features, an initial test dataset and a test model may be generated. Then, the test model may be deployed in a production environment. Subsequently, the computing platform may identify one or more production feature vectors. Then, the computing platform may generate, based on the one or more production feature vectors, a training dataset. Subsequently, the computing platform may perform, for the training dataset, a data quality check. Then, the computing platform may predict, by applying Bayesian optimization to the training dataset, an optimal machine learning model. Subsequently, the computing platform may apply the optimal machine learning model to detect unauthorized activity.

Abstract: A machine detects a request to execute a transaction specified by a first set of user inputs. The machine determines, based on the first set of user inputs that specified the transaction, that the request to execute the transaction is to be verified with a corresponding challenge prompt that is to be generated for the request to execute the transaction. The machine then generates the challenge prompt that corresponds to the request to execute the transaction specified by the first set of user inputs that specified the transaction, and the machine causes presentation of the generated challenge prompt that corresponds to the request to execute the transaction. In response to the presented challenge prompt, the machine may receive a second set of user inputs. Based on the second set of user inputs, the machine then generates an indication of whether the request is verified.

Abstract: Systems, methods, and devices for adaptably authenticating a user are disclosed. A device captures a user input, and sends data corresponding thereto to a system. The system determines natural language understanding (NLU) results representing the user input. A user authentication component of the system receives the NLU results and determines a skill configured to perform an action responsive to the user input. The user authentication component adaptably performs user authentication based on a user authentication condition associated with the skill. If the user can be authenticated to the satisfaction of the condition, the NLU results data are sent to the skill, along with an indicator representing the user was authenticated by the system.

Abstract: Systems, devices and methods for use in biometric identification are disclosed for use resolution of ambiguity as to what identity is being asserted and/or which reference identities are to be used to build a gallery for identification. In implementations, are described to resolve ambiguity and in particular situations in which a unique authoritative identifier is unavailable for use in locating relevant references to serve as the basis for biometric matching and identification.

Abstract: A method for use in a biometric process, comprising: for a first function and a second function, applying an acoustic stimulus to a user's ear; and for the second function: receiving a response signal of a user's ear to the acoustic stimulus; and extracting, from the response signal, one or more features for use in a biometric process, wherein the first function is a function other than to induce the response signal for use in the biometric process.