Method, apparatus and computer program product for generating a channel calendar in a group-based communication system are described herein. The apparatus is configured to at least generate a channel calendar identifier associated with a group-based communication channel in the group-based communication system, receive a calendar sharing request associated with the channel calendar identifier from a client device, retrieve the calendar object and calendar object metadata set based on the channel calendar identifier, and cause rendering of the calendar object for display via a user interface of the client device.

In some implementations, a system may collect historical interaction information associated with previous service interactions involving users that received the service. The system may determine, based on the historical interaction information, an impact score associated with an attribute of a group of the users satisfies a degradation threshold. The system may receive a request involving a user receiving the service, wherein the request indicates that the user is associated with the attribute. The system may determine, based on the user being associated with the attribute and the impact score satisfying the degradation threshold, a parameter that reduces a probability that the user experiences the degradation of the performance metric when receiving the service. The system may perform an action associated with the parameter and the user.

In order to facilitate automated electronic calendar task management with automatic task scheduling, systems and methods are described including receiving and electronic meeting request to schedule a meeting. Work task data items identifying work tasks associated with the attendees are determined. A task estimation machine learning model predicts work parameters of meeting task objects based on the work task data items, and a work history data identifying work history of each attendee. A meeting scheduling machine learning model predicts parameters of unavailability period objects representing unavailability periods required to complete the work tasks based on the meeting task object, schedule information and location information. An indication of the at least one unavailability period is displayed on a screen of a computing device associated with each attendee. Selections of the unavailability period is received from the attendees, and the unavailability period is dynamically secured prior to the meeting.

Various embodiments of a predictive double-booking system for use in medical appointment booking applications are described herein.

Systems and methods for modifying a notification received on a user device are disclosed. The method comprises receiving from at least one application on a user device a notification, identifying temporal information associated with the notification, detecting based on the temporal information a calendar-related event from a user profile, and modifying the temporal information associated with the notification to refer to the calendar-related event.

Systems and methods for modifying a notification received on a user device are disclosed. The method comprises receiving from at least one application on a user device a notification, identifying temporal information associated with the notification, detecting based on the temporal information a calendar-related event from a user profile, and modifying the temporal information associated with the notification to refer to the calendar-related event.

A server device includes: an identification information storage configured to store identification information stored in identification tags; an identification information storage configured to store a baggage list where the items are listed for each activity; a schedule acquisition unit configured to acquire schedule information of the user; and a list generator configured to generate a baggage list according to an activity included in the schedule information of the user when the boarding of the user is identified. The list generator receives a plurality of schedule items that are set for a point of time after the boarding of the user is identified from the schedule acquisition unit and combines baggage lists that correspond to activities in the plurality of schedule items that have been received so as to generate a baggage list for checking in order to check whether there are enough baggage items.

A system and method for managing secure shared office space is provided. In embodiments, a method includes: receiving, by a computing device, a workspace request from a user, the workspace request including scheduling requirements for an activity; determining, by the computing device, security requirements associated with the workspace request utilizing a trained convoluted neural network (CNN) based on participant data including information regarding security requirements of the user and shared workspace information for a pool of shared workspaces; determining, by the computing device, that one or more of the shared workspaces in the pool of shared workspaces meets the security requirements associated with the workspace request; determining, by the computing device, that the one or more of the shared workspaces meets the scheduling requirements of the request; and automatically generating and sending, by the computing device, a notification to the user including the one or more of the shared workspaces.

A system and method for managing secure shared office space is provided. In embodiments, a method includes: receiving, by a computing device, a workspace request from a user, the workspace request including scheduling requirements for an activity; determining, by the computing device, security requirements associated with the workspace request utilizing a trained convoluted neural network (CNN) based on participant data including information regarding security requirements of the user and shared workspace information for a pool of shared workspaces; determining, by the computing device, that one or more of the shared workspaces in the pool of shared workspaces meets the security requirements associated with the workspace request; determining, by the computing device, that the one or more of the shared workspaces meets the scheduling requirements of the request; and automatically generating and sending, by the computing device, a notification to the user including the one or more of the shared workspaces.

A method of advanced technology allowing to find, coordinate and decide meeting details from larger communications, using neuro linguistic programming to predict and automatically set meeting among multiple individuals. The system utilizes relevant snippets from unstructured data to coordinate the optimal meeting and associated factors. Meeting information is fully edited by natural English, different actions on the calendar invite itself like responding with “No” will activate back end to reschedule with guests. Multiple guests can schedule with Laura and multiple subjects can be in the text which will be understood and parsed by the AI. Once the assistant is added into a messenger platform the assistant will send the users availability to the guest and the guest can answer in natural English or manually press which availability works best for them.