Abstract: Techniques for facilitating returns of ordered items include receiving, by a control device, a first code associated with an order, determining that the code corresponds to a valid order, and granting access to a controlled access area where a user may examine the ordered items. If a second code associated with a particular item is received by the control device, a determination is made that the code corresponds to an item associated with the order, and access to a container within the controlled access area is granted. Once an item is placed in the container, sensors in the container determine characteristics of the item. If the determined characteristics correspond to item data that indicates the expected characteristics of the item, data indicative of a return of the item is generated.

Abstract: This disclosure describes systems and techniques for identifying events that occur within an environment using image data captured at the environment. For example, one or more cameras may generate image data representative of a user interacting with an item on the shelf. This image data may be used to generate feature data associated with the user and the item, which may be analyzed by one or more classifiers for identifying an interaction between the user and the item. The systems and techniques may then generate interaction data, which in turn may be analyzed by one or more additional classifiers for identifying an event, such as the user picking a particular item from the shelf within the environment. Event data indicative of the event may then be used to update a virtual cart of the user.

Abstract: The described financial institution computing system provides services to customers through an application programming interface (“API”). The services include user identification services to customers and payment services that allow users to pay the customers via the financial institution. The user identification services allow the customers to verify the identity of users as non-fraudulent users. Further the user identification services allow the financial institution to provide known user information to the customers for purposes of prepopulating registration forms, completing transactions, and the like. Further services, such as user account validation services, payment services, and the like are also possible through the financial institution APIs. In some situations, users are registered with the financial institution. For example, a user may also be an account holder with the financial institution. In other situations, the users are not registered with the financial institution.

Abstract: Systems and methods which provide for determining seller categorization information using various information available in and to a shipping management system and for applying the seller categorization information to the operation of the shipping management system to provide fulfillment management services tailored for the seller are described. A feature set optimization engine of embodiments may implement various rules for inferentially determining one or more categories/subcategories for sellers using information that is not directly seller industry or product category information but which is otherwise utilized and available for shipping management functionality of a shipping management system. The feature set optimization engine may intelligently apply the inferentially determined seller categorization information with respect to one or more features of the shipping management system using various rules to implement an appropriate fulfillment management feature set.

Abstract: The subject disclosure provides techniques for enriching user reviews and providing improved user recommendations using data collected by autonomous vehicles (AVs). In some aspects, a process of the disclosed technology includes steps for receiving a ride request wherein the ride request specifies a pick-up location associated with a user identifier (ID), navigating an autonomous vehicle to the pick-up location to provide ride service for a user associated with the user ID, and receiving review information from the user, wherein the review information relates to a product or service consumed by the user. In some aspects, the process can also include steps for associating the review information with the user ID, and enriching the review information using trip information associated with the user ID. Systems and computer-readable media are also provided.

Abstract: An embodiment associates a user's post data that with a category from a predefined list of categories based on the post content. The embodiment analyzes, using machine learning, the post data for potentially sensitive content and generates a first sensitive data indicator identifying potentially sensitive information in the post data and an associated first confidence value. The embodiment generates explanatory data identifying a feature that contributed to the post data being identified as potentially sensitive, and generates a modified version of the post data that modifies the feature. The embodiment analyzes the modified post data for potentially sensitive content and generates a second sensitive data indicator and a second confidence value indicating that the post data is more likely to contain sensitive data than the modified post data. The embodiment alerts the user regarding the potentially sensitive data and recommends changing the post based on the modified feature value.

Abstract: The described technology relates to electronic continuous trading systems, and matching data records representing inventories with variant characteristics such as, variant length, variant data types, etc. Example implementations provide for generating instrument descriptors that include unitary-valued attributes and set-valued attributes, and the use of both types of attributes in trade decision making.

Abstract: A delivery determination apparatus for determining to deliver a consumable obtains information related to a remaining amount of the consumable, obtains information related to a contract of service for providing the consumable, and determines whether to deliver the consumable in a case where the remaining amount of the consumable is less than or equal to a predetermined amount. It is also determined not to deliver the consumable in a case where a number of remaining days up to an end of the contract is less than or equal to a predetermined number of days, even in a case where the contract is within a contract period.

Abstract: The invention relates to a system for providing location information to a system residing on a network with respect to a service provider providing service for a property comprising of an apartment or condo association and the location information is provided to the network with respect to a geofence system located within property.

Abstract: Systems and methods for entering and storing data. User input defining a data set is received. A data collection construct including a data entry user interface for inputting data in the data set is defined using the user input. A data storage construct including queries for retrieving the data is automatically defined based on the user input. Additional user input indicating modifications to the data set is received. The data collection construct, the data storage construct, and the queries are automatically updated based on the additional user input indicating modifications to the data set.

Abstract: The present disclosure provides for a method of machine representation and tracking of contract terms over the lifetime of a contract including a step of defining an object model having object model components. Object model components are associated with other object model components where the object model components have object model component types. Further, words of object model components are evaluated to identify whether the words contain one or more core attributes pertaining to details of the contract terms. From the object model components, and the terms they contain, prevailing terms of the contract are evaluated, stored and updated as changes are made to the object model components.

Abstract: Aspects of the present disclosure include systems and methods for profile switching by the computing device. In an example, a computing device may include a memory storing instructions and a processor communicatively coupled with the memory and configured to execute the instructions. The processor may receive a request to initiate a new instance of a website. The processor may also determine a domain name of the website in response to the request. The processor may also determine a first user profile from a plurality of user profiles that corresponds to the domain name based on profile information corresponding to one or more of profile history data, profile favorites data, or administrative settings data. The processor may also launch the new instance of the website in a browser according to the first user profile.

Abstract: Management of fuel dispenser media is provided. In general, a fuel dispenser can be in communication with a media library configured to facilitate delivery of media to the fuel dispenser for output therefrom. The media library can be on board the fuel dispenser or can be included in a gateway configured to communicate with the fuel dispenser. The media library is configured to query one or more media sources for media information and to retrieve media information therefrom that is specific to the fuel dispenser. Additionally or alternatively, the media library is configured to query the one or more media sources for updates to the retrieved media information and, if updated, to retrieve the updated media content from the media source(s).

Abstract: An order processing method comprising: obtaining first order information and order sharing condition information, and generating an order sharing invitation message according to the first order information and the order sharing condition information; receiving an answer message returned by a target terminal according to the order sharing invitation message, and obtaining, according to the answer message, second order information and an acknowledged data transfer state indicated by the second order information; performing combination processing on the first order information and the second order information according to the acknowledged data transfer state returned by the target terminal, and generating settlement order information; and performing settlement on the settlement order information according to the order sharing condition information when the settlement order information meets an order sharing condition indicated by the order sharing condition information.

Abstract: Systems and methods for apprising a user of a proximately located aspect-of-interest are disclosed. One method may include: receiving an indication of a geographic location associated with the user; identifying an aspect associated with a multimedia content interest of the user; determining whether the geographic location associated is within a predetermined distance to a known location the aspect associated with the multimedia content interest; transmitting, responsive to determining that the geographic location is within the predetermined distance to the known location, instructions to a user device associated with the user to provide a notification to the user; receiving, at the server, another indication that the user has provided interaction input to the notification; and transmitting additional instructions to another device to perform an action that is based on the interaction input.

Abstract: A system and method are provided for intentionally delaying an execution of an executable instruction by determining if a current executable instruction is received from a predefined source for which all executable instructions are to be intentionally delayed. When so, the system sets a sequence time associated with the instruction equal to a receipt time plus a delay time. The system saves the instruction in an intentional delay queue for future execution. When the current executable instruction is received from a source that is not the predefined source, the system determines if a condition for immediate processing of the current executable instruction is present. When so, the system executes the instruction immediately. Otherwise, it performs an intentional delay determination that determines whether the current executable instruction has been intentionally delayed. When the current executable instruction has been intentionally delayed, the system executes the instruction immediately.

Abstract: Disclosed herein are systems and method for providing nested frontend applications in a user interface of a management application. An exemplary method may include: generating a graphical user interface (GUI) for the management application, wherein the GUI includes a first extension point that includes a plurality of extensions, wherein each extension of the plurality of extensions is a standalone frontend application; injecting, during runtime of the management application, a first extension into the first extension point based on a personal configuration file, wherein the first extension is included in the plurality of extensions after injection; in response to receiving, via the GUI, a selection of the first extension, generating, on the GUI, a second extension point corresponding to the first extension, wherein the second extension point includes an additional plurality of extensions; and injecting, during the runtime, a second extension into the second extension point.

Abstract: (#1) Green k-12 Curriculum leads to, job readiness, Green Job Trade Skill, Green Residential Repairs & Small Business Training upon Graduation. (#2) The Green Job Training process includes On the Job Training with Multi Generation Green Jobs, Job Readiness, Green Residential Repairs & Small Business Training upon Certification of completion. The Green Training Process leads to manufacturing jobs such as, (#3) Green outside shower invention for portable use for contractors, beaches & remote regions without adequate water. In addition to manufacturing jobs for (#4) Wind turbine Cover invention that protects birds. As well as (#5) Mobile Exercise Bicycle Rack for Bikers and Marathon Riders. In addition to (#6) Mobile Folding Partition for traveling distance learning coaches and educators.

Abstract: An information exchange platform referred to as a Trading Grid (TG) may perform relationship-based data processing utilizing a trading partner (TP) graph that describes relationships amongst operating units (OUs) on the TG. When the TG receives a request from an OU to exchange data with a TP, the TG accesses the TP graph and determines a relationship between the OU and their TP as reflected in the TP graph. The TP graph is maintained and controlled by the system independently of the OU and the TP. The TG may route the data based on instructions associated with the relationship that is reflected in the TP graph. The instructions associated with the relationship may specify network based services provided by the TG. An orchestration component may operate to orchestrate the performance of the network based services. The TG then communicates the processed and/or produced data to the TP.

Abstract: The present disclosure describes a smart apparatus, comprising: determining if an application is authorized to use a user profile, when the application installed on the smart apparatus requests the user profile; and transmitting the user profile to the server corresponding to the application when the application is determined to have a user right.

Abstract: Methods and systems for selecting and presenting web resources (e.g. videos) are provided, the method includes: transmitting a first video to be played by a device associated with a user account; and during playback of the first video at the device: detecting an update to configuration data associated with the user account; determining, based on the update to the configuration data associated with the user account, a next video recommendation for the user account; and causing an indication of the next video recommendation to be displayed on the device.

Abstract: Embodiments include a method of performing a math based currency (“MBC”) transaction. The method includes receiving, from a recipient computer system, information regarding an MBC backed credit card account, information regarding a recipient account and an amount of funds to be transferred to the recipient account from the MBC backed credit card account. The method further includes verifying, by the financial institution computer system, that the amount of funds that are available in the MBC backed credit card account. In various embodiments the method includes updating, by the financial institution computer system, an overlay ledger to increase the balance owed by a customer that holds the MBC backed credit card account.

Abstract: Multimedia content may be delivered to content consumer devices via a content-delivery network. Encrypted content and cryptography keys for decrypting the content may be distributed from a data center to various nodes of the content-delivery network, each node acting as a semi-independent content-delivery system. Each content-delivery system is capable of delivering received content to end-users and implementing a key-management scheme to facilitate secure content-delivery and usage tracking, even when the content-delivery system is disconnected from the data center. In other words, the disclosed systems and methods facilitate the operation of nodes which may operate in “autonomous mode” when disconnected from a larger content-delivery network, thus maintaining content-delivery capabilities despite having little if any connectivity to external networks.

Abstract: An electric vehicle charging station for connecting to a span of a high or extra high voltage transmission line, comprising: a tap for connecting to the span of the transmission line; a substation comprising one or more power voltage transformers; a plurality of electric vehicle chargers. The power voltage transformers are station service voltage transformers, auxiliary service voltage transformers, or power VTs. Said power voltage transformers may be star-delta transformers or star-star transformers. Said tap may comprises, for each phase of the transmission line: an insulator for linking a first and a second interrupted conductor points of an interrupted transmission line conductor; a drop conductor connected between the first interrupted conductor point and said substation; a shunt connector connected between the second interrupted conductor point and a point of the drop conductor or connected between the first and second interrupted conductor points.

Abstract: A system and method for a dynamic customer checkout experience within an automated shopping environment that includes generating a virtual cart for the customer through an automatic checkout system; tracking location of the customer; generating an assessment of the virtual cart; and selecting a processing mode for the customer based in part on the assessment and executing the processing mode within at least one computing device in coordination with the location of the entity.

Abstract: Techniques are disclosed that enable the generation of candidate endorsements for recommended items of content using an ensemble of nominators. Various implementations include each nominator in the ensemble providing a candidate endorsement for each recommended item of content. Additionally or alternatively, an endorsement is selected to present to the user based on a score determined for each candidate endorsement.

Abstract: The embodiments provide a system and method for interpreting predictions from machine learning systems using natural language. The system includes a prediction module and an explanation module. The prediction module includes a machine learning model to make predictions for quantities such as recommended coverage amounts for insurance policies. The explanation module includes an impact analyzer that calculates impact values, which represent the degree of influence that each attribute has on predicted values. The explanation module also includes a natural language processing system for transforming generating natural language explanations indicating how the user attributes have influenced the predicted value.

Abstract: Eyewear includes at least one ferromagnetic member, region, surface or material for releasably mounting the eyewear to a target surface with a magnet. Kits and methods for mounting a pair of eyewear including at least one ferromagnetic member, region, surface or material with a magnet.

Abstract: Disclosed is a method, apparatus, and non-transitory computer-readable record medium for providing additional information on content. An additional information providing method includes recognizing, by processing circuitry, a plurality of persons in a frame of a video during playback of the video, determining, by the processing circuitry, a user likeability of the plurality of persons, recognizing, by the processing circuitry, an object associated with a specific person among the plurality of persons based on the user likeability, the object being in the frame, and generating, by the processing circuitry, a screen containing additional information corresponding to the object.

Abstract: A system server includes a database of two-dimensional images and a processor coupled to a hardware memory with instructions that in response to execution by the processor direct performance of operations. The operations include generating a digital model from the images in the database and communicating a first portion of the digital model as an enhanced view to a user device. The first portion corresponds to a first line of sight orientation of the user device as measured by an orientation sensor. The operations include receiving a signal based on sensor data measured by the orientation sensor. The signal indicates movement of the user device from the first line of sight orientation to a second line of sight orientation. In response, the method includes communicating a second portion of the digital model to the user device that corresponds to the second line of sight orientation of the user device.

Abstract: A system for an electronic document that includes one or more electronic components comprising: natural language content; and a programmable component that comprises computer executable instructions that define: one or more state objects that indicate compliance with the natural language content, wherein a state object comprises a state variable; and logic that programmatically change, based on an application programming interface input, one or more state variables indicating a compliance event effect of the programmable component; an indication of one or more application programming inputs configured to cause execution, based on an input message from an external computing resource, of at least one programmable component of the one or more electronic component; and an indication of one or more contract outputs configured to indicate a value of at least one state variable to an external computing resource.

Abstract: An online reservation system is configured to receive requests from a guest for searching property listings and to return property listings that satisfy the search criteria of the requests. The online reservation system uses a machine learning system to rank the property listings returned by the search. The machine learning system uses objective functions to determine parameters for each property listing and assign a ranking based on the parameters. A first objective function generates a parameter indicating an extent to which a property listing matches preferences of the guest, and is based on data about the guest's interactions with the reservation system. A second objective function generates another parameter indicating an extent to which the search request matches the preferences of the host associate with the property listing, and is based on data about the host's responses to reservation requests.

Abstract: The present disclosure provides an information interaction method, an apparatus, a device, a storage medium and a program product. The method includes: displaying, in a graphical user interface displayed by a display device, target information; acquiring, based on a first user input received in the graphical user interface, a reply instruction directed to the target information, and displaying, by the display device, a video acquisition interface in response to the reply instruction; acquiring a target video using the video acquisition interface; after acquiring the target video, displaying, in the graphical user interface, a sticker on the target video, where the sticker includes at least a portion of the target information to which the reply instruction was directed; displaying, in the graphical user interface, the target video, with the sticker, where the target video is a video published on a feed and is a reply to the target information.

Abstract: Aggregation of content based on user-generated topics is provided. Users may associate one or more topics with content items stored across various workloads and repositories. A topic may be a word or phrase of the user's choice, and may be utilized for discoverability of information and aggregation of content items. Topics and content items associated with topics may be acted on (e.g., a user may add or delete topics to associate with a content item, associate or disassociate content items with a topic, embed a set of content items or a stream of content items associated with a topic into other experiences, follow topics, etc.). Content items identified as related to a specific topic may be automatically suggested as possible content items of interest to the user. Additionally, when a user follows a topic, the user may be notified of any changes that occur to the topic.

Abstract: Systems, methods, and computer program products for identifying a relevant candidate product in an electronic marketplace. Embodiments perform a visual similarity comparison between candidate product image visual content and input query image visual content, process formal and informal natural language user inputs, and coordinate aggregated past user interactions with the marketplace stored in a knowledge graph. Visually similar items and their corresponding product categories, aspects, and aspect values can determine suggested candidate products without discernible delay during a multi-turn user dialog. The user can then refine the search for the most relevant items available for purchase by providing responses to machine-generated prompts that are based on the initial search results from visual, voice, and/or text inputs. An intelligent online personal assistant can thus guide a user to the most relevant candidate product more efficiently than existing search tools.

Abstract: A controller of an information processing apparatus executes: acquiring information indicating a sales schedule of a substitutional product of a product that a user has been purchasing by periodic delivery, in a predetermined period including a next delivery-scheduled day of the product; determining a delivery-possible day when the substitutional product can be delivered to the user, based on the information indicating the sales schedule of the substitutional product; and providing the user with recommendation information, which is information including a proposal to deliver, instead of delivering the product on the delivery-scheduled day, the substitutional product on the delivery-possible day.

Abstract: A system and method provide rewards or loyalty incentives to card member customers. The system includes an enrolled card member customer database, an enrolled merchant database, a participating merchant offer database and a registered card processor. The registered card processor receives a record for charge for a purchase made with an enrolled merchant by an enrolled card member customer and uses the record of charge to determine whether the purchase qualifies for a rebate credit in accordance with a discount offer from the enrolled merchant. If the purchase qualifies for a rebate credit, the registered card processor provides the rebate credit to an account of the enrolled card member customer. The system provides a coupon-less way for merchants to provide incentive discounts to enrolled customers.

Abstract: A method being implemented via execution of computing instructions configured to run at one or more processors and stored at one or more non-transitory computer-readable media. The method can include training two sets of item embeddings for items in an item catalog and a set of user embeddings for users, using a triple embeddings model, with triplets. The triplets each include a respective first user of the users, a respective first item from the item catalog, and a respective second item from the item catalog, in which the respective first user selected the respective first item and the respective second item in a respective same basket. The method also can include randomly sampling an anchor item from a category of items selected by a user. The method additionally can include generating a list of complementary items using a query vector associated with the user and the anchor item.

Abstract: Systems and methods are disclosed for opting-out of targeted advertising in online advertising environments. One method includes receiving an opt-out verification request, the opt-out verification including an IP address of a user device and HTTP header fields of an HTTP request of the user device; determining a geographic area of the user device based on the IP address of the user device; accessing an opt-out database having entries of user devices that opted-out of receiving targeted advertising based on at least one HTTP header field of the HTTP request; determining whether the user device has opted-out of receiving targeted advertising based on the determined geographic area of the user device, the HTTP header fields of the HTTP quest, and the entries of user devices of the opt-out database; and transmitting a verification acknowledgement when the user device is determined to have opted-out of receiving targeted advertising.

Abstract: Methods and systems to facilitate communication and payment to an artist associated with a streaming service platform based on user-centric royalty models are disclosed herein. In one example, a method include receiving a selection of media content to output to a user device associated with a user account and providing the media content to the user device to be presented. The method further determines characteristics of the output of the media content related to how the media content was output by the user device and determine an intent value associated with the media content based on the characteristics. The method further updates the attribution schedule indicating at least a change of a degree of attribution for one or more entities based on the intent value and facilitates a transfer of funds from the user account to an account associated with the one or more entities based on the attribution schedule.

Abstract: Digital fingerprints are used to authenticate a physical item. Authentication attempts, may automatically trigger various predetermined processes. Different processes may take place depending on whether the authentication was successful. The process(es) may be computer-implemented, for example, using executable scripts. The triggered process(es) may be immediate (“real-time”), or delayed, deferred, or batched, etc. At least one additional process is triggered or initiated, locally or remotely, by a least one affirmative authentication result or at least one additional process s triggered, by at least one unsuccessful authentication attempt. In one example, a combination of purchase and authentication of an item is combined into a single action.

Abstract: A server for providing a token to a mobile terminal includes a network interface and a processing unit coupled to the network interface. The processing unit is configured to receive from the mobile terminal a request asking for the token, to obtain subscriber identification information of the mobile terminal, to obtain a token which includes a user profile associated with the subscriber identification information and to which an electronic signature is added, and to transmit the token to the mobile terminal.

Abstract: A method, system, and/or apparatus for automatically monitoring for possible infection or other physical health concerns, such as from Covid-19. The method or implementing software application uses or relies upon location information available on the mobile device from any source, such as cell phone usage and/or other device applications. The method and system automatically uses and/or learns user location and activity patterns and determines and infection risk or illness-based deviation that can be communicated as a warning to community members.

Abstract: A kiosk includes a barcode reader module, vision camera, and central processing unit positioned within a housing. The housing defines a front surface and has an upper portion that extends outward past the front surface. The barcode reader module includes an imaging assembly with a first field-of-view that defines a product scanning region. The vision camera is positioned within the upper portion of the housing with at least a portion of the vision camera located forward of the front surface of the housing and has a second field-of-view facing generally downward and intersecting the first field-of-view of the barcode reader module within the product scanning region. The central processing unit is operatively connected to the barcode reader module and the vision camera and is configured to decode barcodes captured by the barcode reader module and perform advanced processing of images received from the vision camera.

Abstract: Provided is a system that includes a circuit to generate an interactive item based on a request received from a first distribution network or a second distribution network. The interactive item is overlaid over a media item present in media content. The circuit then activates the generated interactive item overlaid over the media item of the media content. Further, the circuit receives an event trigger, from a client application engine operational on a user device associated with a user, for a selection of the activated interactive item. A personalized list is generated for the event trigger for the selection of the interactive item. Further, the generated personalized list is transmitted for a display for a defined time duration, to one of the first distribution network, the second distribution network or the client application engine operational on the user device.

Abstract: The disclosed embodiments provide trading circles. An example method includes defining a group having a plurality of members, wherein one or more of the plurality of members interacts with an exchange that facilitates market transactions; detecting a first interaction of a first group member with the exchange; and communicating, in response to detecting the first interaction, data related to the first interaction to a second group member before the first group member receives confirmation of the first interaction from the exchange.

Abstract: A method comprises receiving, by a provider institution computing system via a network, a cash level indicator from each of a plurality of customer payment systems, the customer payment systems receiving cash from customers of a plurality of stores. The method further comprises receiving, by the provider institution computing system via the network, a cash request from a user device of a user. The provider institution computing system selects one of the plurality of customer payment systems based on the cash level indicator and location data of a plurality of delivery agent devices of delivery agents. The method further comprises sending, by the provider institution computing system to a selected delivery agent device, a message comprising location data of the selected customer payment system, the selected delivery agent device being one of the plurality of delivery agent devices.

Abstract: A server and method for sending a transaction receipt via a push notification is provided. The server comprises at least one processor; and at least one memory including computer program code; the at least one memory and the computer program code configured to, with the at least one processor, cause the server at least to: receive, from an issuer server, an approval message approving the user-initiated transaction request and transaction receipt details indicating a completion of the user-initiated transaction request, the user-initiated transaction request having corresponding transaction request details including a unique device identifier identifying a payment device that has been used to initiate the user-initiated transaction request; encrypt the transaction receipt details to provide encrypted transaction receipt details; and push, to the payment device identified by the unique device identifier, the encrypted transaction receipt details via a push notification channel.

Abstract: A method for providing scripts for execution as part of an electronic transaction includes: storing, in a memory of an integrated circuit payment card, at least one or more executable scripts, payment credentials, and a cryptogram rule; receiving, by a receiving device of the integrated circuit payment card, a transaction request from a point of sale device, wherein the transaction request includes at least one or more transaction items and a script request; generating, by a generation module of the integrated circuit payment card, at least one payment cryptogram based on at least the cryptogram rule and at least one of the one or more transaction items; and electronically transmitting, by a transmitting device of the integrated circuit payment card, at least one of the one or more executable scripts, the payment credentials, and the generated at least one payment cryptogram to the point of sale device.

Abstract: Provided is a system that includes a memory for storing instructions and a circuitry for executing instructions for management and delivery of OTT services over different content-streaming systems. The circuitry determines a media item in media content of a distribution network. An interactive item is overlaid over the media item in the media content of the distribution network. A personalized list is further generated based on a selection of the interactive item overlaid over the media item in the media content of the distribution network The circuitry further selects a user-selectable option in the generated personalized list with the media content on a client application engine for a defined time duration and determines a measure of an intent score of the user.