Abstract: Systems and methods for providing sequestration of files and folders on a need-to-know basis based on the actions associated with file extensions and folder names by detecting whether a portable executable (PE) attempting to access a protected file or folder by use of a monitoring library is allowed to have access and taking appropriate action to allow or deny access.

Abstract: Example embodiments provide a system for training a data coding pipeline including a feature extractor neural network, an encoder neural network, and a decoder neural network configured to reconstruct input data based on encoded features. A plurality of losses corresponding to different tasks may be determined for the coding pipeline. Tasks may be performed based on an output of the coding pipeline. A weight update may be determined for at least a subset of the coding pipeline based on the plurality of losses. The weight update may be configured to reduce a number of iterations for fine-tuning the coding pipeline for one of the tasks. This enables faster adaptation of the coding pipeline for one of the tasks after deployment of the coding pipeline. Apparatuses, methods, and computer programs are disclosed. Apparatuses, methods, and computer programs are disclosed.

Abstract: An information processing device applies a machine learning model to content for a specific thing for sale to generate changed content in which a predetermined portion other than the specific thing for sale in the content is changed, provides a user with the changed content having been generated, and applies a machine learning model to content for another thing for sale and changes a predetermined portion other than the other thing for sale in accordance with an action of the user with respect to the changed content in the content for the other thing for sale to generate changed content for the other thing for sale.

Abstract: Offers and optimization have co-existed since long and industry has several solutions to address this need. However, identifying the right customer to target offers, assigning the right offer only when customer requires it and presenting offers even on long tail product is crucial to a successful offer assignment. Present application provides systems and methods that creating potential segments where in each user fits into any of the segments based on purchase history, navigation/behavior through e-commerce portal, demographics, and look-ahead scores. When a trigger is received in real-time, the system generates optimal real-time product recommendations for the users by eliminating popularity bias, based on his/her most recent product clicks in the e-commerce portal using a recommender system.

Abstract: The present disclosure discloses a method and system for refreshing current page information. The method may include: obtaining currently displayed information data in response to receiving an information refresh request from a user; determining possibly-interested information of the user based on the information refresh request and the currently-displayed information data; displaying the possibly-interested information of the user. The present disclosure may determine the possibly-interested information of the user based on the currently-displayed information data, and recommend data content of a different type from the currently-displayed information data to the user, which may broaden a browsing horizon of the user, and improve user experience.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed that determine a penetration and a churn of a streaming service. Example apparatus disclosed herein includes processor circuitry to instantiate at least interval determination circuitry to determine an interval between the first tuning event and the second tuning event, the first and second tuning events corresponding to streaming of media in a first household using the streaming service via a media device, characterization circuitry to characterize a status of the first household as subscribed when the interval satisfies a threshold, aggregation circuitry to aggregate statuses of households over a time period, the households including the first household, and penetration determination circuitry to generate first analytical data based on a number of subscribed statuses per a total number of households at a timestamp, the timestamp within the time period.

Abstract: Contextual data may be generated from assets in asset portfolios using metadata enrichment services. A recommendation engine may generate a set of recommended assets for presentation in a content stream based on the contextual data. Brand safety may be implemented using a brand safety policy that uses the contextual data as indicators of potentially offensive content. Advertisements included in the content stream may also be targeted based on the contextual data.

Abstract: A system that automates the clearing and settlement of electronic coupons (E-Coupons) by leveraging existing technologies and enabling E-Coupon redemption at any merchant having electronic funds transfer (EFT) capabilities, such as credit/debit card acceptance. The system reduces opportunities for fraud, reduces or eliminates the need for manual clearinghouse counting and sorting of coupons, and provides an electronic audit trail for coupon redemption, tying a specific purchase to a specific coupon. After registering and selecting coupons, consumers then use an E-Coupon card or account access device at a merchant's point-of-sale (POS) terminal. E-Coupon values are deducted from the consumer's final amount due. Both consumer package goods manufacturers (CPGs) and merchants may be charged a fee. Expired coupons are automatically removed from the account and their value refunded to the CPGs. Reports on redeemed coupons and consumer profiles can be generated and provided to CPGs or merchants.

Abstract: Disclosed are a training method of an artificial intelligence (AI) model configured to provide information identifying a recommendation item and a recommended user, and an electronic apparatus for training an AI model. The training method includes obtaining user data and item data; generating a first semantic vector at a first time interval based on the user data; generating a second semantic vector at the first time interval based on the item data; generating a vector that represents a relevance between the first semantic vector and the second semantic vector at the first time interval; storing data corresponding to the generated vector, the first semantic vector, and the second semantic vector; and obtaining an updated weight for the first AI model by training the first AI model based on the stored data.

Abstract: A method and electronic device for executing application concurrently with other devices are provided. An address of an external electronic device and a location of an application is obtained. A connection is established with a device using a short-range communication protocol. The application is obtained and executed in conjunction with the device.

Abstract: Machine learning based method for multilabel learning with label relationships is provided. This methodology addresses the technical problem of alleviating computational complexity of training a machine learning model that generates multilabel output with constraints, especially in contexts characterized by a large volume of data, by providing a new formulation that encodes probabilistic relationships among the labels as a regularization parameter in the training objective of the underlying model. For example, the training process of the model may be configured to have two objectives. Namely, in addition to the objective of minimizing conventional multilabel loss, there is another training objective, which is to minimize penalty associated with the prediction generated by the model breaking probabilistic relationships among the labels.

Abstract: To provide ride services within a mapping application in a client computing device without directing the user to a separate ride service application, the mapping application invokes one or several ride service APIs to access ride service data from various ride service providers. For example, the mapping application receives a request for travel directions to a destination and generates multi-modal travel directions which include a route segment where the mode of transportation is a ride service. The mapping application invokes one or several ride service APIs to retrieve a price estimate, estimated wait time, or any other suitable information regarding the ride service route segment. Accordingly, the mapping application provides the multi-modal travel directions to a user including information regarding the ride service route segment.

Abstract: An online concierge shopping system identifies recipes to users to encourage them to include items from the recipes in orders. The online concierge system maintains user embeddings for users and recipe embeddings for recipes. For users who have not placed orders, recipes are recommended based on global user interactions with recipes. Users who have previously ordered items from recipes are suggested recipes selected based on a similarity of their user embedding to recipe embeddings. Users who have purchased items but not from recipes are compared to a set of similar users based on the user embeddings, and recipes with which users of the set of similar users interacted are used for identifying recipes to the users. A recipe graph may be maintained by the online concierge system to identify similarities between recipes for expanding candidate recipes to suggest to users.

Abstract: A method, system and computer-usable medium are disclosed for executing a comparative analysis of microservice profiles and recommending modifications to a microservice. In at least one embodiment, a plurality of microservice analysis daemons and a plurality of microservices are deployed to nodes of a network. Run-time execution characteristic of the plurality of microservices are monitored and gathered by the analysis daemons for microservices executed at the node at which the microservice analysis daemon is deployed. Microservice profiles are generated using the run-time execution characteristics data and data retrieved from a service registry. Recommendations regarding modification of one or more microservices are made based on the results of a microservice profile comparative analysis.

Abstract: The exemplary embodiments relate to implementing a mechanism that is configured to select and insert a video advertisement into a video stream that is to be provided to a user device by a streaming service. This may include receiving a request for a video stream from a user device. In response to the request, transmitting a first portion of the video stream to the user device and determining that second a portion of the video stream is to include multiple video advertisements. One or more video advertisements may be selected from a database that includes a set of video advertisements that were previously removed from a further video stream. The one or more video advertisements may then be inserted into the video stream. The second portion of the video stream is then transmitted to the user device.

Abstract: Various aspects of the subject technology relate to systems, methods, and machine-readable media for automating the recording of an evidentiary history (e.g., versions audit trail) of a graphical user interface with an embedded clickwrap agreement. The snapshot server captures and outputs snapshot records of a graphical user interface displaying the clickwrap agreement on an end user computing platform. The snapshot records are created using a virtual machine that emulates an end user computing platform for navigation of an application rendered on the platform. Aspects may also include generating a snapshot record of metadata associated with the captured snapshot image.

Abstract: A server acquires a feature label vector of each seed user and forms a first number of clusters corresponding different information categories according to the feature label vectors of the seed users. The server calculates a central vector of each cluster according to the feature label vectors of the seed users in the cluster. The server acquires a feature weight vector corresponding to the information categories. The server acquires a feature label vector of each potential user. The server calculates first distances from the potential users to the central vector of the information categories according to the feature label vectors of the potential users, feature weight vectors and central vectors corresponding to the information categories. The server selects a second number of potential users corresponding to the shortest first distances from the first distances and sends them information that is matched with corresponding information categories of the target users.

Abstract: A recommendation system includes a content similarity analyzer configured to determine a first set of content item identifiers similar to a set of viewed content items based on respective similarity scores and add them to a first list. A similar user content extraction module identifies a set of similar user identifiers from a user similarity database; obtains, based on respective viewing histories of the set, a second set of content item identifiers; and adds them to the first list. The recommendation system includes a content filter configured to select a subset of content item identifiers from the first list based on the corresponding similarity scores between content item identifiers of the first list and a viewing history. The content filter is configured to transmit the subset of content item identifiers for display of the corresponding content items via a web portal on a user interface of a first user device.

Abstract: A new generation online e-commerce and networking system is disclosed. According to the embodiments of the present invention, by utilizing single-sign-on and interface technologies, the system enables: 1) transforming scattered business application processing capabilities of organizations into centralized processing capabilities for Internet users; and 2) integrating entity processes to meet various entities' operational needs. These are revolutionary technologies to disrupt the traditional isolated business operations and to effectively solve the thorny issue of scattered user data on the Internet, so as to create a favorable digital infrastructure environment or user-data-interconnected Internet fabric for the rapid acceleration of the next generation Internet.

Abstract: Systems and methods are provided for filtering at least one media content catalog based on criteria for a station library to generate a first list of candidate tracks for the station library, combining a similarity score and a popularity score for each track of the first list of candidate tracks to generate a total score for each track of the first list of candidate tracks, generating a list of top ranked tracks for the first genre, and returning the list of top ranked tracks of the first genre as part of the station library.

Abstract: A system for evaluating health risk is provided. The system may be configured for requesting first data from a merchant associated with a user and second data from an activity tracking service associated with the user. The system may also comprise analyzing the item to determine a first health impact for the item based on the item and demographic information associated with the user. The system may further comprise analyzing the level of activity to determine a second health impact from the level of activity based on the level of activity and the demographic information associated with the user. The system may further comprise selecting an advertisement based on medical data, and at least one of the first health impact, the second health impact and the demographic information associated with the user.

Abstract: The disclosure is related to a method to securely present a suggestion to a user without disclosing the user's information to a server. The user device can receive from the server a data structure configured to represent the user's information. The user device, after obtaining the user's information from a document, can populate the received data structure with the user's information extracted from the document. The use device can receive from the server a suggestion detection module including a criterion and an executable computer code. The executable computer code can determine whether to present the suggestion at the user device by determining whether the populated user's information satisfies the criterion. Upon determining that the populated user's information satisfies the criterion, the executable computer code can present the suggestion at the user device, without disclosing to the server the user's information.

Abstract: Several computerized tools, methodologies and data structures, according to embodiments of the present invention, are disclosed for collecting data for UX research and development directed to a product, process, and system and for developing personas and scenarios from the data for designing and for measuring the effectiveness of the product, process, and/or systems for use by the personas or real people. The tools, methodologies and data structures may be used individually or in sets.

Abstract: An online concierge shopping system identifies recipes to users to encourage them to include items from the recipes in orders. The online concierge system maintains user embeddings for users and recipe embeddings for recipes. For users who have not placed orders, recipes are recommended based on global user interactions with recipes. Users who have previously ordered items from recipes are suggested recipes selected based on a similarity of their user embedding to recipe embeddings. Users who have purchased items but not from recipes are compared to a set of similar users based on the user embeddings, and recipes with which users of the set of similar users interacted are used for identifying recipes to the users. A recipe graph may be maintained by the online concierge system to identify similarities between recipes for expanding candidate recipes to suggest to users.

Abstract: Offline consumer behavior and interactions are observed using beacons positioned at venues where consumers spend time and interact with each other. The beacons communicate with mobile computing devices that are carried by the observed consumers. The observed consumer behavior provides actionable insights into how consumers influence each other. For example, the people that a particular consumer spends time with form a “circle of influence” associated with that consumer. If the consumer makes a purchase, members of the circle of influence are observed to understand the degree to which they were influenced by the purchase, if at all. Metrics that quantify a consumer's influence over other consumers allow marketers to more effectively target both the influencing and influenced consumers. Also, if relatively little information is known about a particular consumer, that consumer's digital marketing profile can be supplemented using information known about the consumers with whom he/she often spends time.

Abstract: A computing system can generate data for rendering an interactive graphical user interface, allow a user to input transaction parameters, receive a vehicle identifier associated with an individual, determine that an existing vehicle is at a service location, and provide an indication that the first individual is a qualifying individual and that the existing vehicle is at the service location.

Abstract: A method for controlling a temperature in an air conditioning device according to an embodiment of the present invention includes: calculating an exponentially-weighted running mean temperature for outdoor temperatures measured for a predetermined period, setting a variable constant and a fixed constant according to the exponentially-weighted running mean temperature and an operation condition, setting a comfort temperature by multiplying the exponentially-weighted running mean temperature by the variable constant and adding the fixed constant, and controlling an indoor temperature by using the set comfort temperature.

Abstract: In an approach, a computer identifies a user attempting to access information that requires authentication approval via a computing device. The computer receives one or more digital images from the computing device. The computer determines a current field of view of the computing device based on the received one or more digital images. The computer determines a current location of the user. The computer determines a current posture of the user. The computer determines whether at least one of the current field of view, the current location, and the current posture during a current attempt to access information matches one or more of a previous field of view of the computing device, a previous location of the user, and a previous posture of the user during a previous attempt to access the information. Based on the determination, the computer performs an action related to the user accessing the information.

Abstract: Systems and methods for maintaining session identifiers across multiple webpages for content selection are described herein. A server can generate a session identifier corresponding to the client device for use in selecting content to be served across the information resources of a content publisher. The server can then receive, from the client device, a request for instructions to insert into a header of an information resource for selecting a content provider. The server can determine that the request includes the session identifier that matches the one generated for a previous request. The server can obtain a parameter value for each content provider with the session identifier. The server can select a content provider using the parameter values. The server can provide a script to the client device for the header. The script can be configured to cause the client device to obtain a content item from the selected content provider to insert into the information resource.

Abstract: A computer-implemented method of providing specialized media on a website is disclosed. The method includes producing campaign media which is delivered to a user through a third-party provider. After the user has received the campaign media, and upon indication of a request from the user to access a website controlled by a content provider, specialized media on a website controlled by the content provider may be provided. Providing the specialized media may be done based on the campaign media previously delivered to the user through the third-party provider.

Abstract: A method and system for generating a document is provided. The method includes generating a metadocument configured to retain multiple components of different data types. A component editor directory of a component editor server is queried and a list of component editors compatible with metadocument is retrieved. A first component editor of the list of component editors is selected from a remote location. The first component editor is associated with a first defined data type. A first document component comprising the first defined data type is generated within the metadocument resulting in a single document comprising the first document component. A user interface is updated with the single document comprising the first document component.

Abstract: Disclosed herein are system, method, and computer program product embodiments for assigning a content item to a subscriber record. Embodiments include electing a subscriber record from a database and assigning a persona record to the selected subscriber record. Then, a first and a second content item are added to a content pool based on a first and a second rule, respectively, where the first and the second rule are applied based on the persona record. Embodiments also include ranking the first content item and the second content item based on a first priority value and a second priority value associated with the first and the second rule, respectively. Then, the first content item is assigned to the subscriber record based on the ranking.

Abstract: In some embodiments, a fulfillment entity receives over an electronic interface from a merchant website associated with a third-party online user community an order from a member of the user community for an item from the merchant website. During order processing, a set of rules for rewarding members of the third-party online user community based on the past behaviors of one or more members of the user community is evaluated. Responsive to a condition fulfilling one of the rules, the member order is modified to provide an incentivizing reward to the member of the online user community.

Abstract: There is provided a system and process of delivering online media content files to websites which are not capable of being blocked. The system and process provides a publisher with a sub-domain name that is pointed to an IP provided by an ad server and ask publisher to update his DNS records. Concurrently, the system delivers the user a script on the newly suggested sub domain that publisher inserts in HEAD tag of web pages where it is determined that the unblockable ads are to be displayed.

Abstract: The embodiments of the present disclosure disclose a video playback apparatus and a video playback method. The video playback apparatus includes: an image sensor, a plurality of strip-shaped displays arranged in a first direction, and a processor connected to each of the strip-shaped displays and the image sensor, respectively, wherein the strip-shaped displays are configured to display information for associated items; the image sensor is configured to acquire image information for a user who moves in the first direction and a direction opposite to the first direction and browses the associated items; and the processor is configured to dynamically control display brightness of the plurality of strip-shaped displays according to the image information for the user, wherein brightness of one of the strip-shaped displays close to the user is greater than brightness of another one of the strip-shaped displays away from the user.

Abstract: A reality augmenting computer-implemented method, system, and computer program product, includes detecting a consumer and at least one of a product and a location, determining a current sensory state of the consumer, calculating a desired sensory state to achieve a target mood based on a correlation between the target mood and a user model, and executing an action according to the desired sensory state by a wearable to change the current sensory state of the consumer to the target mood.

Abstract: Embodiments are directed towards a smart sign that provides dynamic content auctions based on device-specific information obtained from mobile devices in proximity of the smart sign. Device-information requirements and content are received from content providers. The device-information requirements include target device-specific information and a price that the content provider is willing to pay to have its content displayed when the target device-specific information is received from a mobile device. Device-specific information is received from each mobile device in the proximity of the smart sign. The auction for the smart sign is performed by comparing the device-specific information to the device-information requirements for the content providers. Third-party content, e.g., advertisement, is selected for the content provider that paid a highest amount of money for the device-information requirements that match the device-specific information.

Abstract: Offline consumer behavior and interactions are observed using beacons positioned at venues where consumers spend time and interact with each other. The beacons communicate with mobile computing devices that are carried by the observed consumers. The observed consumer behavior provides actionable insights into how consumers influence each other. For example, the people that a particular consumer spends time with form a “circle of influence” associated with that consumer. If the consumer makes a purchase, members of the circle of influence are observed to understand the degree to which they were influenced by the purchase, if at all. Metrics that quantify a consumer's influence over other consumers allow marketers to more effectively target both the influencing and influenced consumers. Also, if relatively little information is known about a particular consumer, that consumer's digital marketing profile can be supplemented using information known about the consumers with whom he/she often spends time.

Abstract: Users specify that a file set comprising their files, folders, or other content owned by the users should be made accessible via a link, such as a uniform resource locator (URL). The system which stores and provides access to the files accordingly creates a link that specifies the file set to be made accessible. The users may distribute the link to recipients with whom the file set is to be shared, and the distribution may be performed in any manner that the users choose.

Abstract: In one embodiment, a system is configured to receive a market analysis request regarding customers having a partnership card account associated with a financial service provider and a merchant. The system may determine one or more online behavior characteristics of the customers and access data associated with financial transactions of the customers from the financial service provider. The system may further determine analysis results responsive to the received market analysis request based on at least the determined one or more online behavior characteristics and the accessed financial transactions of the customers. The system may further generate a report indicating at least the determined analysis results.

Abstract: Technologies for conducting a sales transaction on a mobile point-of-sale computing device include displaying a branded background image associated with a business entity conducting the sales transaction on a display of the mobile point-of-sale computing device and displaying a point-of-sale user interface overlaid on the branded background image. The point-of-sale user interface includes several semi-transparent display windows. A portion of the branded background image is visible through each of the semi-transparent display windows. A portion of the branded background image covered by at least one of the semitransparent display windows is blurred to increase the visibility of information included in the blurred semitransparent display window. Technologies for updating inventory items using tag information are also disclosed.

Abstract: A system includes download location information in an unprotected Uniform Resource Locator (“URL”), where the download location information identifies a download location for downloading an application provided by a cloud system. The system further includes login server information in the unprotected URL, where the login server information identifies a login server that is configured to be logged in before downloading the application from the download location. Based on the unprotected URL, the application is configured to be downloaded on a mobile device from the download location and after logging into the login server. The application may be developed by accessing a web-based application development server in the cloud system, and after the application is developed, the web-based application development server generates the unprotected URL.

Abstract: Technologies for displaying public and private images includes a display device and one or more user viewing devices. The display device is configured to display or generate a personalized image or video that is viewable by an authorized user viewing device and not viewable by unauthorized viewing devices. To facilitate the display of the personalized images, the display device and the user viewing device(s) may negotiate a display protocol to be used by the display device to display the personalized image in a private manner. In some embodiment, the display device may also display a public image or video that is viewable by unauthorized viewing devices and/or individuals without viewing devices.

Abstract: A social networking system allows users that are people to partner with users that are non-person entities. A partnership allows the entity participating in the partnership to personalize an associated page with content from the person participating in the partnership and similarly allows the person to include certain content from the entity, made available because of the partnership, in the person's user profile. The entity may provide additional benefits, such as enrollment in a rewards program or access to new products, to a user participating in a partnership. The partnership is bidirectional, and is separate from other unidirectional connection mechanisms provided by the social networking system such as indications of affinity (e.g., “likes”), friendships, and subscriptions.

Abstract: A method includes obtaining from an online social media site a plurality of instances of images of objects associated with a person; analyzing with a data processor the plurality of instances of the images with a plurality of predetermined style classifiers to obtain a score for each image for each style classifier; and determining with the data processor, based on the obtained scores, a likely preference of the person for a particular style of object. The plurality of instances of images of objects associated with the person can be images that were posted, shared or pinned by person, and images that the person expressed a preference for. In a non-limiting embodiment the object is clothing, and the style can include a fashion style or fashion genre including color preferences. A system and a computer program product to perform the method are also disclosed.

Abstract: A method includes obtaining from an online social media site a plurality of instances of images of objects associated with a person; analyzing with a data processor the plurality of instances of the images with a plurality of predetermined style classifiers to obtain a score for each image for each style classifier; and determining with the data processor, based on the obtained scores, a likely preference of the person for a particular style of object. The plurality of instances of images of objects associated with the person can be images that were posted, shared or pinned by person, and images that the person expressed a preference for. In a non-limiting embodiment the object is clothing, and the style can include a fashion style or fashion genre including color preferences. A system and a computer program product to perform the method are also disclosed.

Abstract: A fuel door status indicating system for a pressurized fuel system is provided. The status indicating system includes pressure sensing means configured to measure a pressure in the fuel system, a controller operatively connected to the pressure sensing means and configured to compare a measured fuel-system pressure with a predetermined pressure, and a display operatively connected to the controller and configured to provide an indication as to whether the fuel door may be opened. The controller is configured to control operation of the display to provide the indication responsive to the comparison of the measured pressure with the predetermined pressure.

Abstract: In a conversation communication system, a facial image of the communicator is stored, a distance between the communicator and a display and the direction of the face of the communicator are detected. It is determined whether or not the conversation communication is to be continued according to the detected distance and the detected facial direction. When the detected facial direction is a direction facing the display from the front, the conversation communication is to be continued. On the other hand, in a case where the detected facial direction is different, when the detected distance increases afterward, if any of the following conditions (1) and (2) is satisfied, the conversation communication is terminated: (1) the distance is undetectable; and (2) the detected facial direction is, for equal to or longer than a preset period of time, maintained at the direction different from the direction facing the display from the front.

Abstract: A method includes obtaining from an online social media site a plurality of instances of images of objects associated with a person; analyzing with a data processor the plurality of instances of the images with a plurality of predetermined style classifiers to obtain a score for each image for each style classifier; and determining with the data processor, based on the obtained scores, a likely preference of the person for a particular style of object. The plurality of instances of images of objects associated with the person can be images that were posted, shared or pinned by person, and images that the person expressed a preference for. In a non-limiting embodiment the object is clothing, and the style can include a fashion style or fashion genre including color preferences. A system and a computer program product to perform the method are also disclosed.

Abstract: The present disclosure includes a system, method, and article of manufacture for aggregating a consumer profile, identifying tailored content (e.g., in response to a trigger event and/or based upon a consumer profile), and/or tailoring a digital destination. For example, the systems may receive direct data indicating an interest in receiving specific content, aggregate that data into a consumer profile, compare the consumer profile to content, and/or identify tailored content based upon the comparison. Further, the systems may communicate the tailored content to a web client associated with a consumer, receive a transaction request from a web client, and/or receive bids associated with tailored content. In addition, these systems may prioritize tailored content comprising a plurality of tailored offers and/or forecast a budget for an upcoming experience.