#Allstate Insurance Company

Three-dimensional risk maps

Systems including one or more sensors, coupled to a vehicle, may detect sensor information and provide the sensor information to another computing device for processing. The processing may include ana…

DRIVE·Jun 2·1 min read

G01C21/3461 Allstate Insurance Company

KINETIC INSIGHTS MACHINE

Aspects of the disclosure relate to computing platforms that utilize improved machine learning techniques to identify vehicle problems and control ancillary computing systems. A computing platform may…

DRIVE·May 14·1 min read

B60W50/0205 Allstate Insurance Company

VEHICLE BATTERY MONITORING SYSTEM AND METHOD

A computing system comprises one or more processors and one or more storage devices that comprise instruction code. The instruction code is executable by the processors to cause the computing system t…

DRIVE·Feb 12·2 min read

G01R31/367 Allstate Insurance Company

SYSTEM AND METHOD FOR SIMULATING TRAFFIC USING AGENT-BASED MODELING

Implementations claimed and described herein provide systems and methods for simulating traffic using synthetic data based on agent-based modeling that simulates real drivers in a particular geographi…

DRIVE·Dec 18·1 min read

G06F30/27 Allstate Insurance Company

MACHINE LEARNING PLATFORM FOR DYNAMIC DEVICE AND SENSOR QUALITY EVALUATION

Aspects of the disclosure relate to computing platforms that utilize improved machine learning techniques for dynamic device quality evaluation. A computing platform may receive driving data from a mo…

DRIVE·Mar 13·2 min read

G01C21/3484 Allstate Insurance Company

MULTICOMPUTER PROCESSING OF USER DATA WITH CENTRALIZED EVENT CONTROL

Aspects of the disclosure relate to multicomputer processing of vehicle operational data from telematics devices and other sources with centralized event control. An event control computing platform m…

DRIVE·Jan 23·1 min read

G06Q40/08 Allstate Insurance Company

AUTONOMOUS DRIVING ALGORITHM EVALUATION AND IMPLEMENTATION

Methods and systems for autonomous driving algorithm evaluation are described herein. A computing device may receive, via telematics sensors associated with a vehicle, telematics data corresponding to…

DRIVE·Jan 16·1 min read

B60W50/085 Allstate Insurance Company

GLARE DETECTION SYSTEMS AND METHODS FOR AUTOMATED VEHICULAR CONTROL

Aspects of the present disclosure describe systems, methods, and devices for automated vehicular control based on glare detected by an optical system of a vehicle. In some aspects, automated control i…

DRIVE·Jan 2·1 min read

G08G1/096775 Allstate Insurance Company

COLLISION PREDICTION BASED ON DIFFERENT TYPES OF IMPACT

Implementations claimed and described herein provide systems and methods for generating a prediction for a likelihood of a collision based on a respective collision prediction algorithm for a particul…

DRIVE·Jan 2·1 min read

B60W30/0953 Allstate Insurance Company

REAL-TIME DRIVER ANALYSIS AND NOTIFICATION SYSTEM

Systems and methods are disclosed for determining a distraction level of a driver. A real-time driver analysis computer may receive sensor data from one or more driver analysis sensors. The real-time …

DRIVE·Dec 19·1 min read

B60W40/08 Allstate Insurance Company

Automated Vehicle Control and Guidance Based on Real-Time Blind Corner Navigational Analysis

Methods, computer-readable media, systems and apparatuses for determining a blind corner navigational score based on real-time or near real-time navigational analysis using sensor data, digital image …

DRIVE·Aug 15·1 min read

G01C21/3697 Allstate Insurance Company

SUBSCRIPTION-BASED AND EVENT-BASED CONNECTED VEHICLE CONTROL AND RESPONSE SYSTEMS

Event-based and subscription-based connected vehicle control and response systems, methods, and apparatus are disclosed. An example method comprises receiving first data acquired by a first plurality …

DRIVE·Aug 15·1 min read

B60W30/09 Allstate Insurance Company

INTELLIGENT VOICE RESPONSE SYSTEMS AND METHODS

Intelligent voice response systems and methods may include one or more machine readable instructions stored in a memory that cause a processor to receive an automated input including at least two of t…

DRIVE·Jul 11·1 min read

G06F3/167 Allstate Insurance Company

Using Context Based Machine Learning for Generation of Customized Driving Outputs

Aspects of the disclosure relate to using machine learning methods for customized output generation. A computing platform may train a model (using historical data) by classifying the historical data b…

DRIVE·Jun 27·2 min read

G01C21/3484 Allstate Insurance Company

Systems and Methods for Classifying Vehicle Trips

Systems and methods in accordance with embodiments of the invention can obtain and use a variety of telematics data to classify trips taken by a vehicle. Trip models can be generated based on telemati…

DRIVE·Jun 20·1 min read

G01C21/343 Allstate Insurance Company

UTILIZING VEHICLE TELEMATICS TO DETECT, EVALUATE, AND RESPOND TO DRIVING BEHAVIORS

Aspects of the present disclosure relate to using vehicle telematics to detect, evaluate, and respond to driving behaviors observed during a trip in a vehicle. The vehicle telematics information may c…

DRIVE·Jun 13·1 min read

B60W40/09 Allstate Insurance Company

SYSTEMS AND METHODS FOR PROACTIVE ELECTRONIC VEHICLE CHARGING

Implementations claimed and described herein provide systems and methods for generating instructions for a mobile electric vehicle (EV) charging station to meet an EV at a particular time and place. I…

DRIVE·May 16·1 min read

B60L53/35 Allstate Insurance Company

INTELLIGENT VOICE RESPONSE SYSTEMS AND METHODS

DRIVE·Apr 25·1 min read

G06F3/167 Allstate Insurance Company

Exhaustive Driving Analytical Systems and Modelers

Exhaustive driving analytical methods, systems, are apparatuses are described. The methods, systems, are apparatuses relate to utilizing partially available data associated with driver and/or driving …

DRIVE·Apr 4·1 min read

B60W40/09 Allstate Insurance Company

DRIVER IDENTITY DETECTION AND ALERTS

Disclosed herein are systems and/or methods for determining an insurance status for one or more drivers and/or vehicles. The system may identify a driver of a vehicle, such as by facial recognition or…

DRIVE·Apr 4·1 min read

G06Q40/08 Allstate Insurance Company

EVENT-BASED CONNECTED VEHICLE CONTROL AND RESPONSE SYSTEMS

Event-based connected vehicle control and response systems, methods, and apparatus are disclosed. An example method comprises identifying the occurrence of an event, storing first data corresponding t…

DRIVE·Mar 21·1 min read

B60R21/013 Allstate Insurance Company

Polynomial Risk Maps

A system including a computing device may receive base map information, including attribute information associated with a plurality of road segments, and trip request information. Based on this inform…

DRIVE·Feb 8·1 min read

G06Q40/08 Allstate Insurance Company

Vehicle Control Systems

Apparatuses, systems, and methods are provided for the utilization of vehicle control systems to cause a vehicle to take preventative action responsive to the detection of a near short term adverse dr…

DRIVE·Dec 28·1 min read

B60W60/0016 Allstate Insurance Company

DRIVING PATTERNS

One or more devices in a data analysis computing system may be configured to receive and analyze acceleration data corresponding to driving data, analyze the acceleration data, and determine driving p…

DRIVE·Dec 28·1 min read

B60W40/09 Allstate Insurance Company

SYSTEMS AND METHODS OF DRIVING BEHAVIOR ASSESSMENT USING TELEMATICS DATA

Implementations claimed and described herein provide systems and methods for generating a driving behavior assessment using telematics data. The systems and methods use different types of telematics d…

DRIVE·Dec 7·1 min read

B60W40/09 Allstate Insurance Company

SYSTEMS AND METHODS FOR GENERATING FUEL EFFICIENCY SCORE BASED ON CELL PHONE SENSOR DATA

Implementations claimed and described herein provide systems and methods for determining fuel efficiency based on sensor data from a mobile device. In one implementation, sensor data from a mobile dev…

DRIVE·Dec 7·1 min read

G01C21/3469 Allstate Insurance Company

SYSTEM AND METHOD FOR IDENTIFYING TRIP SIMILARITIES

Implementations include classifying vehicle trips as similar to previous trips based on location information of a vehicle received from a location device. Unique tile identifiers of the trip, each cor…

DRIVE·Nov 30·1 min read

G01C21/3461 Allstate Insurance Company

SYSTEM AND METHOD FOR IDENTIFYING TRIP PAIRS

Implementations include classifying vehicle trips as similar to previous trips or trips reversed based on location information of a vehicle received from a location device. Unique tile identifiers of …

DRIVE·Nov 30·1 min read

G01C21/3492 Allstate Insurance Company

Multi-Stop Route Selection System

A multi-stop route selection system may include a telematics device associated with a vehicle having one or more sensors arranged therein, a mobile device, and a server computer. The server computer m…

DRIVE·Nov 30·2 min read

G01C21/343 Allstate Insurance Company

Processing System Having A Machine Learning Engine For Providing A Common Trip Format (CTF) Output

Aspects of the disclosure relate to enhanced telematics processing systems with improved third party source data integration features and enhanced customized driving output determinations. A computing…

DRIVE·Oct 5·2 min read

G01C21/3484 Allstate Insurance Company

Road Segment Safety Rating System

Methods, computer-readable media, systems, and apparatuses for determining a safest road segment for traveling between two locations are provided. In some cases, a road segment safety rating may be de…

DRIVE·Sep 28·1 min read

G06Q30/0224 Allstate Insurance Company

DRIVER BEHAVIOR TRACKING AND PREDICTION

Methods and systems for tracking driver behavior across a variety of vehicles are described herein. One or more first performance metrics which indicate performance of a first vehicle when driven by a…

DRIVE·Sep 21·1 min read

B60W60/001 Allstate Insurance Company

Context-Based Grading

A driving analysis server may be configured to receive vehicle operation data from mobile devices respectively disposed within the vehicles, and may use the data to group the vehicles into multiple gr…

DRIVE·Sep 21·1 min read

B60W40/09 Allstate Insurance Company

DRIVER BEHAVIOR TRACKING AND PREDICTION

DRIVE·Sep 21·1 min read

B60W60/001 Allstate Insurance Company

Shared Mobility Service Passenger Matching Based on Passenger Attributes

Systems and method are described for receiving, by a computing platform, information about a first user of a shared mobility service, generating, based on the information about the first user, a first…

DRIVE·Sep 14·1 min read

B60W40/09 Allstate Insurance Company

Real Time Risk Assessment and Operational Changes with Semi-Autonomous Vehicles

A route risk mitigation system and method using real-time information to improve the safety of vehicles operating in semi-autonomous or autonomous modes. The method mitigates the risks associated with…

DRIVE·Sep 7·1 min read

G01C21/3492 Allstate Insurance Company

PERSONALIZED DRIVING RISK MODELING AND ESTIMATION SYSTEM AND METHODS

Systems and methods in accordance with aspects of this disclosure may be provided to determine and calculate an overall driving risk index value corresponding to a driver and scene configuration. The …

DRIVE·Aug 31·1 min read

G01C21/3691 Allstate Insurance Company

ELECTRICAL DATA PROCESSING SYSTEM FOR MONITORING OR AFFECTING MOVEMENT OF A VEHICLE USING A TRAFFIC DEVICE

Systems and methods are disclosed for monitoring or affecting movement of a vehicle using a traffic device. An event data source may have a processor and/or a transceiver. The event data source may tr…

DRIVE·Aug 31·2 min read

G08G1/095 Allstate Insurance Company

FLEET VEHICLE FEATURE ACTIVATION

A system including a processor and memory may provide for automatically activating or deactivating a feature of a fleet vehicle. For example, one or more fleet vehicles may include one or more of a gl…

DRIVE·Aug 17·1 min read

G05D1/0291 Allstate Insurance Company

MULTICOMPUTER PROCESSING OF USER DATA WITH CENTRALIZED EVENT CONTROL

DRIVE·Aug 3·1 min read

G06Q40/08 Allstate Insurance Company