Systems, methods, and computer-readable medium storing instructions can be used to predict insurance information. One of the methods includes obtaining information about an insured entity. The method includes providing the information to a machine learning system, the machine learning system trained to provide insurance information based on the provided information. The method includes in response to providing the information, receiving a prediction of the insurance information. The method also includes adjusting an insurance premium based on the prediction.

Methods, apparatus, systems and articles of manufacture are disclosed to measure media consumption. An apparatus includes a controller to trigger execution of a request to obtain media from an Internet site, and a reference signature generator to identify a set of domain names generated during the execution of the request, and generate a reference signature based on (a) the set of domain names and (b) one or more of a location of the request, a time of the request, or a characteristic of a device used to execute the request.

In various example embodiments, a system and method for adjusting a user interface according to a cognitive mode is disclosed. In one example embodiment, a method includes receiving a plurality of user events based on a user interacting with a system, determining a cognitive operating mode of the user based on the user events, with the cognitive operating mode selected from a predefined set of cognitive operating modes, and modifying a user interface element according to the cognitive operating mode of the user.

Techniques are described for determining that a property is vacant based on monitoring data collected by connected sensors and appliances near or within the property. In response to determining that a property is vacant, the condition of the vacant property can be monitored for various risks such as fire safety and security breaches. Monitoring techniques may also be used to determine when a new customer (e.g., a new tenant or property owner) has moved into the property. In response to detecting a move-in, one or more notifications may be transmitted to assist the new customer to customize a security system associated with the property. In this regard, techniques described herein may be used by service providers to improve the transition associated with move-in and move-out processes, which may also improve retention of monitoring services.

Disclosed herein are system, method, and computer program product embodiments for a dynamic email content engine. An embodiment operates by selecting a subscriber record from a database. The embodiment adds, i.e., stores, a first content item to a content pool based on a first rule in a set of rules, wherein the first rule is applied based on a characteristic of the content item or a persona record assigned to the subscriber record. The embodiments adds, i.e., stores, a second content item to the content pool based on a second rule in the set of rules. The embodiment ranks the first content item and the second content item in the content pool based on a first priority value and a second priority value. The embodiment assigns the first content item to the subscriber record based on the ranking.

Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing a user-facing application secured through use of a security token cached on a web browser, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that provides queries that are directed to assessing both risk willingness and goal ability, generates a risk willingness score and a goal ability score, selects a goal-based plan, and generating one or more instructions sets that are used to automatically reconfigure the plurality of user accounts to ensure that a goal is met within a specified time frame.

Artificial assistant system notification techniques are described that overcome the challenges of conventional search techniques. In one example, a user profile is generated to describe aspects of products or services learned through natural language conversations between a user and an artificial assistant system. These aspects may include price as well as non-price aspects such as color, texture, material, and so forth. To learn the aspects, the artificial assistant system may leverage spoken utterances and text initiated by the user as well as learn the aspects from digital images output as part of the conversation. Once generated, the user profile is then usable by the artificial assistant system to assist in subsequent searches.

Disclosed is a method for controlling an intelligent device, the method including: acquiring source data for generating a profile of a user; generating a cluster related to recommendation of a service by using the source data; generating the profile of the user using the cluster; and transmitting the profile of the user to a server, wherein the server recommends the service to the user based on the profile of the user. Accordingly, the present disclosure may automatically recommend an appropriate service to a user. The intelligent device of the present disclosure can be associated with artificial intelligence modules, drones (unmanned aerial vehicles (UAVs)), robots, augmented reality (AR) devices, virtual reality (VR) devices, devices related to 5G service, etc.

In one embodiment, a method includes receiving an initial input in a first modality from a first user from a client system associated with the first user, determining one or more intents corresponding to the initial input by an intent-understanding module, generating one or more candidate continuation-inputs based on the one or more intents, where the one or more candidate continuation-inputs are in one or more candidate modalities, respectively, and wherein the candidate modalities are different from the first modality, and sending instructions for presenting one or more suggested inputs corresponding to one or more of the candidate continuation-inputs to the client system.

Disclosed are systems and methods for improving interactions with and between computers searching, hosting and/or providing systems supported by or configured with personal computing devices, servers and/or platforms. The methods and systems analyze digital message content in digital communication systems to automatically identify shared user interest(s), to automatically create computerized relationship matrix data identifying user connections, or relationships, using identified shared user interest(s), and to automatically provide a recommendation using the shared user interest and user relationships formed using the shared user interest.