Abstract: Provided are systems and methods for inserting friction points into a user session with an online resource such as a website or mobile application. In one example, the method may include receiving user data, predicting a likelihood that the user will behave inappropriately when interacting with an online resource of the host platform based on the received user data, determining a friction point in response to the predicted likelihood the user will behave inappropriately being greater than a predetermined threshold, and modifying at least one of displayed content and interactive capabilities of the online resource which are available to the user based on the determined friction point.

Abstract: Provided are systems and methods of a chatbot that can response on behalf of a first user during a three-way chat communication including multiple users and the chatbot. In one example, the method may include receiving a chat message transmitted from a first user device to a second user device, determining, via a machine learning model, an intent of the received chat message, detecting a suggested response based on the determined intent and external data, determining a confidence value for the suggested response based on a source of the suggested response, and outputting the suggested response when the confidence value is above a predetermined threshold via a chatbot of the chat application that is displayed within a user interface of the chat application on the second user device.

Abstract: Pursuant to some embodiments, systems, methods, apparatus and computer program code are provided to provide substantially real-time recommendations to a user operating a user device to interact with job listing data.

Abstract: Pursuant to some embodiments, systems, methods, apparatus and computer program code are provided to create a listing data record which include analyzing an item data record to identify item details, a user, and at least a first listing rule, determining that a degree of demand for the item exceeds a threshold, determining that the at least first listing rule is satisfied, and converting the item data record into a listing data record allowing the listing record to be viewed by a plurality of users interested in the item. The item details may be obtained from a point of sale device or a user device operated by the user.

Abstract: Provided are systems and methods for an interactive bot for multi-way communication. In one example, the method may include displaying a user interface including a communication session between a first user, a second user, and a chatbot, detecting, via a user interface, a request submitted by the first user to the second user via the user interface, determining, via a machine learning model, a response to the request based on a type of object associated with the communication session, and determining a confidence value of the determined response, and outputting a message from the chatbot via the user interface which includes the determined response, in response to the confidence value of the determined response being above a predetermined threshold value.

Abstract: Provided are systems and methods for providing a smart meetup location to a plurality of user devices. In one example, the method may include one or more of receiving a request for a meetup location of a first user device and a second user device, dynamically determining a geographical position of the first user device based on current location information of the first user device, dynamically determining a geographical position of the second user device based on current location information of the second user device, selecting a meetup location from among a plurality of meetup locations based on the dynamically determined geographical positions of the first and second user devices, and outputting the selected meetup location to at least one of the first and second user devices.