Abstract: Example systems and methods of recommending an item are presented. In one example, preference values for items by multiple users, as well as property values for multiple properties of the items by the users, are accessed. Reference property values for the properties of the items are generated based on the property values. Average deviations from the reference property values for the properties across a first group of the items by a target user are generated. Expected property values for the properties of a second group of the items for the target user are generated based on the reference property values and the average deviations. Preference values of the target user for the second group of the items are estimated based on the expected property values. At least one of the second group of the items is recommended to the target user based on the estimated preference values.

Abstract: Various embodiments of systems and methods for reporting and managing incidents are described herein. In one aspect, the method includes identifying a user logged into an incident reporting and alerting portal. A category for the logged-in user is identified. The category includes one of a reporter, a volunteer, and a responder. An incident report is received from the reporter. It is determined whether a comment is received on the incident report from the responder. When the comment is received, the comment is notified to the reporter. It is determined whether a reply to the comment is received from the reporter. When the reply to the comment is received, the reply is notified to the responder who commented on the incident report.

Abstract: Various embodiments of systems and methods for reporting and managing incidents are described herein. In one aspect, the method includes identifying a user logged into an incident reporting and alerting portal. A category for the logged-in user is identified. The category includes one of a reporter, a volunteer, and a responder. An incident report is received from the reporter. It is determined whether a comment is received on the incident report from the responder. When the comment is received, the comment is notified to the reporter. It is determined whether a reply to the comment is received from the reporter. When the reply to the comment is received, the reply is notified to the responder who commented on the incident report.