Abstract: The present application discloses a method, system, and computer system for determining a road condition classification for one or more road segments. The method includes (i) determining a set of one or more images for a particular geographic area, (ii) obtaining a set of one or more images for the particular geographic area, (iii) determining a set of road classifications for the set of road segments based at least in part on querying a machine learning model to classify the set of one or more images, and (iv) storing the set of road classifications in association with the set of road segments.

Abstract: The present application discloses a method, system, and computer system for performing an active measure for managing one or more vehicles. The method includes (a) obtaining, by one or more processors, context information for one or more vehicles, (b) obtaining a plurality of hazard information from a one or more data sources, (c) determining whether to perform an active measure for managing a target vehicle of the one or more vehicles based at least in part on one or more of the following: the context information, a route of the target vehicle, a location of the target vehicle, and the plurality of hazard information, and (d) in response to determining to perform the active measure for managing the one or more vehicle, performing the active measure.

Abstract: The present application discloses a method, system, and computer system for determining a road condition classification for one or more road segments. The method includes (i) determining a set of one or more images for a particular geographic area, (ii) obtaining a set of one or more images for the particular geographic area, (iii) determining a set of road classifications for the set of road segments based at least in part on querying a machine learning model to classify the set of one or more images, and (iv) storing the set of road classifications in association with the set of road segments.

Abstract: A system includes an interface and a processor. The interface is configured to receive one or more images of an interior of a vehicle from a camera. The processor is configured to determine whether the one or more images indicates to initiate communication to a selected group of receivers from a driver; receive a message; and provide the message to the selected group of receivers.

Abstract: A system for timing or zone alert determination from vehicle events and/or an accident database includes an interface and a processor. The interface is configured to receive a location of a translating object. The processor is configured to trigger a warning to the translating object based at least in part on its location and the existence of an associated hazard.

Abstract: A system for context based alert filtering using ranked risk from vehicle events and/or an accident database includes an interface and a processor. The interface is configured to receive a location of a translating object. The processor is configured to trigger a warning to the translating object based at least in part on its location and the existence of an associated hazard, wherein a secondary condition distinct from the hazard is used to determine relevance of the hazard.

Abstract: A system for location risk determination and ranking based on vehicle events and/or an accident database includes an interface and a processor. The interface is configured to receive accident data and/or event data. The processor is configured to determine a set of incident groups, wherein an incident group of the set of incident groups is associated with a set of accidents of the accident data and/or a set of events of the event data that are grouped by location proximity. The processor is further configured to determine a set of traffic estimations, wherein a traffic estimation of the set of traffic estimations is associated with the incident group of the set of incident groups; and determine a ranking of the set of incident groups based at least in part on the set of accidents, the set of events, and the set of traffic estimations.

Abstract: A system for location risk determination and ranking based on vehicle events and/or an accident database includes an interface and a processor. The interface is configured to receive accident data and/or event data. The processor is configured to determine a set of incident groups, wherein an incident group of the set of incident groups is associated with a set of accidents of the accident data and/or a set of events of the event data that are grouped by location proximity. The processor is further configured to determine a set of traffic estimations, wherein a traffic estimation of the set of traffic estimations is associated with the incident group of the set of incident groups; and determine a ranking of the set of incident groups based at least in part on the set of accidents, the set of events, and the set of traffic estimations.

Abstract: A system includes an interface and a processor. The interface is configured to receive one or more images of an interior of a vehicle from a camera. The processor is configured to determine whether the one or more images indicates to initiate communication to a selected group of receivers from a driver; receive a message; and provide the message to the selected group of receivers.

Abstract: A system for location risk determination and ranking based on vehicle events and/or an accident database includes an interface and a processor. The interface is configured to receive accident data and/or event data. The processor is configured to determine a set of incident groups, wherein an incident group of the set of incident groups is associated with a set of accidents of the accident data and/or a set of events of the event data that are grouped by location proximity. The processor is further configured to determine a set of traffic estimations, wherein a traffic estimation of the set of traffic estimations is associated with the incident group of the set of incident groups; and determine a ranking of the set of incident groups based at least in part on the set of accidents, the set of events, and the set of traffic estimations.

Abstract: A system and method is provided that enables a Web site to receive and process e-mails. Authorized users of and e-mail enabled modules of the Web site are capable of receiving e-mails sent to the Web site. E-mails sent to the Web site are archived in the Web site. E-mails directed to the Web site are automatically embedded with links leading to the Web site. Repetitive information such as reply history in e-mails is trimmed and placeholders are provided for missing e-mails in a discussion thread.

Abstract: A system and method is provided to enable an e-mail to display a Web-based form. A definition concerning an e-mail address may include form schema owned by a Web site. Alternatively, the definition may contain a link to a Web service that provides the form schema. An e-mail client may download the form schema from the Web service, preferably along with additional data such as information concerning previous e-mails sent to the e-mail address, a FAQ list concerning an e-mail distribution list if the e-mail address represents the e-mail distribution list, etc. The Web site owning the form schema may receive and process e-mail containing the form according to the metadata of the Web-based form.