Partial load shipment consolidation and scheduling

• US 10,282,694 B2
• Filed: 08/17/2016
• Issued: 05/07/2019
• Est. Priority Date: 02/18/2015
• Status: Active Grant

• Current Assignee: Cargo Chief, Inc.
• Original Assignee: Cargo Chief, Inc.
• Inventors: Jones, Russell, Hamidi, Abtin, Sarma, Srinivasa, Harkness, Steve, Jodoin, Jarrod
• Primary Examiner(s): Rosen, Nicholas D
• Application Number:
  US15/239,333
• Publication Number:
  US 20170046658A1
• Time in Patent Office: 993 Days
• Field of Search: None
• CPC Class Codes: G06F 16/951 Indexing; Web crawling techniques
• CPC Class Codes: G06Q 10/083 Shipping
• CPC Class Codes: G06Q 10/0833 Tracking
• CPC Class Codes: G06Q 10/0834 Choice of carriers
• CPC Class Codes: G06Q 10/08345 Pricing
• CPC Class Codes: G06Q 10/0835 Relationships between shipper or supplier and carriers
• CPC Class Codes: G06Q 10/08355 Routing methods
• CPC Class Codes: G06Q 10/0837 Return transactions
• CPC Class Codes: G06Q 10/0838 Historical data
• CPC Class Codes: G06Q 30/0611 Request for offers or quotes
• CPC Class Codes: G06Q 30/08 Auctions
• CPC Class Codes: G06Q 50/40 Business processes related to the transportation industry shipping G06Q10/083
• CPC Class Codes: H04L 67/02 based on web technology, e.g. hypertext transfer protocol [HTTP]
• CPC Class Codes: H04W 4/02 Services making use of location information

Abstract

Transportation services are matched with demand, in multiple segments in accordance with capabilities and business practices of a transportation service provider. A request for transportation services is received, including an origin, destination and a characterization of a load or service. Origin and destination geographical areas or locations are identified, and a main line segment and at least one distinct segment are identified to form a contiguous multi-segment routing. A transportation service provider is matched to the specified demand for transportation services, in order to comply with the scheduled sequence. One or more competitive bids are aggregated to provide a total bid price and provision of the transportation services are arranged using the candidate service interests winning the bid or bids.

Claims

1. A method for matching transportation services with a specified demand for transportation services in multiple segments in accordance with capabilities and business practices of a transportation service provider providing the transportation services, the method comprising:

receiving a request for transportation services, the request comprising an origin, a destination and at least one of a characterization of a load or a characterization of the transportation services that implies a predetermined load;

in the case of time constraints, receiving at least one of a time of availability at the origin or a required time of arrival at the destination;

identifying regional origin and regional destination geographical areas or locations associated with the respective origin and destination, whereby the origin and destination fall within the respective regional origin and regional destination geographical areas;

using one or more computing devices to automatically define a plurality of segments connecting the regional origin geographical area and the regional destination geographical area as a main line segment and at least one distinct segment comprising one of the origin and the regional origin or the regional destination and the destination, to form a contiguous multi-segment routing;

receiving information indicating availability of transportation service providers to provide transportation services between segments, the transportation services between segments having a scheduled sequence;

using machine learning to automatically determine non-user-defined reference criteria and add to the retrieved preference data for filtering and ranking as inferred preferences, the non-user-defined preference criteria selected from driver preferences derived from common values in selections;

using one or more computing devices to automatically match the transportation service provider to the specified demand for transportation services, the matching comprising matching capacity and scheduling in order to comply with the scheduled sequence;

using one or more computing devices to automatically obtain competitive bids to meet the specified demand for transportation services, and to offer the transportation service provider inclusion in the competitive bids based on candidate service interests;

aggregating the competitive bids to provide a total bid price; and

in the case of the transportation service provider or providers with the candidate service interests winning the bid or bids, arranging provision of the transportation services.

2. The method of claim 1, further comprising:

identifying at least one transfer hub as a terminal or transfer location for connecting between the main line segment and another segment as a transportation service provider;

in the case of an agreed-upon pricing arrangement for the transfer hub, using the agreed-upon pricing arrangement as a component in aggregating the competitive bids;

in the case of no agreed-upon pricing arrangement for the transfer hub, obtaining a bid price for using the transfer hub and using the bid price in aggregating the competitive bids;

selecting the transportation service providers according to the competitive bids; and

arranging provision of the transportation services.

3. The method of claim 2, wherein the hub comprises a loading dock with temporary storage for transferring cargo between the main line segment and another segment.

4. The method of claim 2, wherein the received information indicating availability of the transportation service providers at the transfer hub comprises information concerning location, physical facilities, hours of operation and access.

5. The method of claim 2, wherein the transfer hub comprises either a loading dock with temporary storage for transferring cargo between the main line segment and another segment or a transfer point permitting truck to truck transfer.

6. The method of claim 1, further comprising:

determining at least one origin time or arrival time for one segment;

determining times for transfers between segments;

determining times of operation for each segment;

determining an anticipated variation in times for each segment within predetermined limits of probability; and

calculating at least one of a range of start times or a range of completion times for the predetermined load.

7. The method of claim 1, further comprising:

the arranging provision of the transportation services comprising obtaining confirmation of acceptance by the transportation service provider of the request, and electronically storing data concerning at least one of a driver or a mobile device used by at least one driver for the transportation service provider in a database of selected transportation service providers;

storing, on one or more electronic databases, history of at least one of the transportation service provider or the driver related to time factors comprising time in transit;

communicating a query to the transportation service provider or driver concerning acceptance of mobile telephone tracking (opt in) by the transportation service provider or driver associated with the bid, obtaining a mobile telephone number or other identifier of a mobile device, and electronically storing a corresponding response from a respondent with an accepted bid;

in the case of acceptance of mobile telephone tracking (opt-in) by the respondent without direct authorization by the transportation service provider or operator, using one or more computing devices to automatically communicate with the obtained mobile telephone number to confirm acceptance of mobile telephone tracking (opt in), and electronically storing an indication of the confirmation in one or more databases along with a confirmation descriptor;

using one or more computing devices to automatically access a mobile telephone location service to obtain location information based on the mobile telephone number or other identifier of a mobile device for the respondent and prior to pick up, after loading a shipment or upon initiating a transportation service, conditional on the one or more computing devices automatically obtaining consent using at least one consent procedure for implementing location services;

using one or more computing devices to estimate a time of arrival estimate based on an estimation of a time for performing a delivery of the load or providing the transportation services for that segment;

obtaining at least one external factor expected to affect transit time and adjusting the time of arrival estimate according to the external factor to provide an adjusted time of arrival estimate, said at least one external factor selected from at least one of the group consisting of weather reports and forecasts, and real-time traffic conditions;

using one or more computing devices to apply the history of the transportation service provider or driver to at least the time in transit, and to automatically adjust the estimates of the delivery time of the load, as updated in accordance with the history of the transportation service provider or the driver;

using one or more computing devices to compare said at least one external factor and automatically render an adjustment factor for time in transit;

using one or more computing devices to automatically adjust the estimate a time in transit for that segment and transfer or delivery time of the load or completion of the segment according to the adjustment factor;

determining the extend the adjusted estimate of delivery time will affect the time for completion of shipment;

using one or more computing devices and location tracking to automatically provide updated information on a location status of the load or transportation service provider;

using one or more computing devices to automatically update the estimates of the time in transit and delivery time of the load or completion of the transportation service, based on a combination of the location tracking and said at least one external factor by adjusting map routing calculations to render adjusted time of arrival estimates for the completion of the shipment;

determining a communication preference, for time of arrival estimates, of at least one of an entity requesting the transportation services and a receiver of a shipment as the transportation services or a destination contact;

communicating, to at least one of the entity requesting the transportation services and the receiver of a shipment, estimates of changes in estimated time of arrival in accordance with said communication preference;

using one or more computing devices to automatically calculate an anticipated turn-around time for availability of the transportation service provider for a subsequent leg or backhaul and using the adjusted time of arrival estimate and the anticipated turn-around time to estimate a time of availability of the transportation service provider for the subsequent leg or backhaul; and

associating the availability of the transportation service provider to accept a further transportation request, corresponding to the transportation service provider'"'"'s capabilities, for a backhaul or additional leg and if the transportation service provider associated with the accepted bid accepts said further transportation request, based on the estimated time of availability, searching for said further transportation request comprising a description of a load or other transportation service based on an estimated time of availability.

8. The method of claim 1, further comprising:

for each segment, using location tracking to adjust the availability of the transportation service provider to provide transportation services; and

alerting the transportation service provider of availability of the specified demand for transportation services while in-transit based on new current location tracking.

9. A method for matching in accordance with capabilities and business practices of a transportation service provider providing the transportation services, the method comprising:

receiving a request for transportation services, the request comprising an origin, a destination and at least one of a characterization of a load or a characterization of the transportation services that implies a predetermined load;

in the case of time constraints, receiving at least one of a time of availability at the origin or a required time of arrival at the destination;

identifying regional origin and regional destination geographical areas or locations associated with the respective origin and destination, whereby the origin and destination fall within the respective regional origin and regional destination geographical areas;

using one or more computing devices to automatically define a plurality of segments connecting the regional origin geographical area and the regional destination geographical area as a main line segment and at least one distinct segment comprising one of the origin and the regional origin or the regional destination and the destination, to form a contiguous multi-segment routing;

receiving information indicating availability of transportation service providers to provide transportation services between segments;

the transportation services between segments having a scheduled sequence;

using one or more computing devices to automatically match the transportation service provider to the specified demand for transportation services, the matching comprising matching capacity and scheduling in order to comply with the scheduled sequence;

using one or more computing devices to automatically obtain competitive bids to meet the specified demand for transportation services, and to offer the transportation service provider inclusion in the competitive bids based on candidate service interests;

aggregating the competitive bids to provide a total bid price;

in the case of the transportation service provider or providers with the candidate service interests, winning the bid or bids, arranging provision of the transportation services; and

using machine learning to automatically determine non-user-defined preference criteria and add to the retrieved preference data for filtering and ranking as inferred positive and negative preferences, the non-user-defined preference criteria selected from the group consisting of;

driver positive preferences derived from common values in loads selected for bid,

driver negative preferences derived from declined loads, and

show specific loads for the purpose of obtaining driver responses in order to determine driver preferences in response to contrasting loads.

10. A method for matching transportation services with a specified demand for transportation services in accordance with capabilities and business practices of a transportation service provider providing the transportation services, the method comprising:

identifying regional origin and regional destination geographical areas or locations associated with a respective origin and destination, whereby the origin and destination fall within the respective regional origin and regional destination geographical areas;

using one or more computing devices to automatically define a plurality of segments connecting the regional origin geographical area and the regional destination geographical area as a main line segment and at least one distinct segment comprising one of the origin and the regional origin or the regional destination and the destination, to form a contiguous multi-segment routing;

receiving information indicating availability of transportation service providers to provide transportation services between segments, the transportation services between segments having a scheduled sequence;

using one or more computing devices to automatically determine, for each segment, one or more categories of transportation services met by capabilities of the transportation service provider and to automatically determine preferences of the transportation service provider using profile information stored in a data store;

receiving information indicating availability, for each segment, of the transportation service provider to provide transportation services;

using one or more computing devices to, for each segment, automatically match the transportation service provider to the specified demand for transportation services;

in the case of at least one category of transportation services met by the transportation service provider, and in the case of the preferences of the transportation service provider meeting a predetermined threshold, using one or more computing devices to automatically provide push notification to the transportation service provider of a load using a pre-selected form of communication, and to provide details of information as determined by the form of communication;

using at least one notification criterion of the transportation service provider to adjust the predetermined threshold so as to control the amount, frequency or relevance of notifications provided to the transportation service provider;

using one or more computing devices to automatically obtain competitive bids to meet the specified demand for transportation services;

using machine learning to automatically determine non-user-defined preference criteria and add to the retrieved preference data for filtering and ranking as inferred preferences, the non-user-defined preference criteria selected from driver preferences derived from common values in selections;

in the case of the transportation service provider with a candidate service interest winning the bid, arranging provision of the transportation service; and

in the case of the transportation service provider with the candidate service interest losing the bid, repeating the matching transportation services with a specified demand for transportation services for the transportation service provider with the candidate service interest.

11. The method of claim 10, further comprising using, as the pre-selected form of communication, communication selected from the group consisting of a smartphone app, email, SMS, phone call or a communication format providing mobile access.

12. The method of claim 10, further comprising:

using the preferences of the transportation service provider using profile information stored in a data store to automatically determine a chance of winning by the transportation service provider; and

adjusting the predetermined threshold so as to limit invitations to drivers that have a predetermined chance of winning.

13. The method of claim 12, further comprising:

showing an invited transportation service provider an estimated potential for winning a load based on history of similar loads; and

providing bidding status information on competitors to encourage bidding, in accordance with notification preferences of the transportation service provider and a preferred communication method.

14. The method of claim 10, further comprising:

the arranging provision of the transportation services comprising obtaining confirmation of acceptance by the transportation service provider of the request, and electronically storing data concerning at least one of a driver or a mobile device used by at least one driver for the transportation service provider in a database of selected transportation service providers;

storing, on one or more electronic databases, history of at least one of the transportation service provider or the driver related to time factors comprising time in transit;

communicating a query to the transportation service provider or driver concerning acceptance of mobile telephone tracking (opt in) by the transportation service provider or driver associated with the bid, obtaining a mobile telephone number or other identifier of a mobile device, and electronically storing a corresponding response from a respondent with an accepted bid;

in the case of acceptance of mobile telephone tracking (opt-in) by the respondent without direct authorization by the transportation service provider or operator, using one or more computing devices to automatically communicate with the obtained mobile telephone number to confirm acceptance of mobile telephone tracking (opt in), and electronically storing an indication of the confirmation in one or more databases along with a confirmation descriptor;

using one or more computing devices to automatically access a mobile telephone location service to obtain location information based on the mobile telephone number or other identifier of a mobile device for the respondent and prior to pick up, after loading a shipment or upon initiating a transportation service, conditional on the one or more computing devices automatically obtaining consent using at least one consent procedure for implementing location services;

using one or more computing devices to estimate a time of arrival estimate based on an estimation of a time for performing a delivery of the load or providing the transportation services for that segment;

obtaining at least one external factor expected to affect transit time and adjusting the time of arrival estimate according to the external factor to provide an adjusted time of arrival estimate, said at least one external factor selected from at least one of the group consisting of weather reports and forecasts, and real-time traffic conditions;

using one or more computing devices to apply the history of the transportation service provider or driver to at least the time in transit, and to automatically adjust the estimates of the delivery time of the load, as updated in accordance with the history of the transportation service provider or the driver;

using one or more computing devices to compare said at least one external factor and automatically render an adjustment factor for time in transit;

using one or more computing devices to automatically adjust the estimate a time in transit for that segment and transfer or delivery time of the load or completion of the segment according to the adjustment factor;

determining the extend the adjusted estimate of delivery time will affect the time for completion of shipment;

using one or more computing devices and location tracking to automatically provide updated information on a location status of the load or transportation service provider;

using one or more computing devices to automatically update the estimates of the time in transit and delivery time of the load or completion of the transportation service, based on a combination of the location tracking and said at least one external factor by adjusting map routing calculations to render adjusted time of arrival estimates for the completion of the shipment;

determining a communication preference, for time of arrival estimates, of at least one of an entity requesting the transportation service and a receiver of a shipment as the transportation service or a destination contact;

communicating, to at least one of the entity requesting the transportation service and the receiver of a shipment, estimates of changes in estimated time of arrival in accordance with said communication preference;

using one or more computing devices to automatically calculate an anticipated turn-around time for availability of the transportation service provider for a subsequent leg or backhaul and using the adjusted time of arrival estimate and the anticipated turn-around time to estimate a time of availability of the transportation service provider for the subsequent leg or backhaul; and

associating the availability of the transportation service provider to accept a further transportation request, corresponding to the transportation service provider'"'"'s capabilities, for a backhaul or additional leg and if the transportation service provider associated with the accepted bid accepts said further transportation request, based on the estimated time of availability, searching for said further transportation request comprising a description of a load or other transportation service based on an estimated time of availability.

15. A method for matching transportation services with a specified demand for transportation services in accordance with capabilities and business practices of a transportation service provider providing the transportation services, the method comprising:

a step of identifying regional origin and regional destination geographical areas or locations associated with a respective origin and destination, whereby the origin and destination fall within the respective regional origin and regional destination geographical areas;

a step of using one or more computing devices to automatically define a plurality of segments connecting the regional origin geographical area and the regional destination geographical area as a main line segment and at least one distinct segment comprising one of the origin and the regional origin or the regional destination and the destination, to form a contiguous multi-segment routing;

a step of receiving information indicating availability of transportation service providers to provide transportation services between segments, the transportation services between segments having a scheduled sequence;

a step of using one or more computing devices to automatically determine, for each segment, one or more categories of transportation services met by capabilities of the transportation service provider and to automatically determine preferences of the transportation service provider using profile information stored in a data store;

a step of receiving information indicating availability, for each segment, of the transportation service provider to provide transportation services;

a step of using one or more computing devices to, for each segment, automatically match the transportation service provider to the specified demand for transportation services;

a step of, in the case of at least one category of transportation services met by the transportation service provider, and in the case of the preferences of the transportation service provider meeting a predetermined threshold, using one or more computing devices to automatically provide push notification to the transportation service provider of a load using a pre-selected form of communication, and to provide details of information as determined by the form of communication;

a step of using at least one notification criterion of the transportation service provider to adjust the predetermined threshold so as to control the amount, frequency or relevance of notifications provided to the transportation service provider;

a step of using one or more computing devices to automatically obtain competitive bids to meet the specified demand for transportation services;

using machine learning to automatically determine non-user-defined preference criteria and add to the retrieved preference data for filtering and ranking as inferred preferences, the non-user-defined preference criteria selected from driver preferences derived from common values in selections;

a step of, in the case of the transportation service provider with a candidate service interest winning the bid, arranging provision of the transportation service; and

a step of, in the case of the transportation service provider with the candidate service interest losing the bid, repeating the matching transportation services with a specified demand for transportation services for the transportation service provider with the candidate service interest.

16. The method of claim 15, further comprising a step of using, as the pre-selected form of communication, communication selected from the group consisting of a smartphone app, email, SMS, phone call or a communication format providing mobile access.

17. The method of claim 16, further comprising:

a step of using the preferences of the transportation service provider using profile information stored in a data store to automatically determine a chance of winning by the transportation service provider; and

a step of adjusting the predetermined threshold so as to limit invitations to drivers that have a predetermined chance of winning.

18. The method of claim 17, further comprising:

a step of showing an invited transportation service provider an estimated potential for winning a load based on history of similar loads; and

a step of providing bidding status information on competitors to encourage bidding, in accordance with notification preferences of the transportation service provider and a preferred communication method.

19. The method of claim 15, further comprising:

the arranging provision of the transportation services comprising obtaining confirmation of acceptance by the transportation service provider of the request, and electronically storing data concerning at least one of a driver or a mobile device used by at least one driver for the transportation service provider in a database of selected transportation service providers;

a step of storing, on one or more electronic databases, history of at least one of the transportation service provider or the driver related to time factors comprising time in transit;

a step of communicating a query to the transportation service provider or driver concerning acceptance of mobile telephone tracking (opt in) by the transportation service provider or driver associated with the bid, obtaining a mobile telephone number or other identifier of a mobile device, and electronically storing a corresponding response from a respondent with an accepted bid;

a step of, in the case of acceptance of mobile telephone tracking (opt-in) by the respondent without direct authorization by the transportation service provider or operator, using one or more computing devices to automatically communicate with the obtained mobile telephone number to confirm acceptance of mobile telephone tracking (opt in), and electronically storing an indication of the confirmation in one or more databases along with a confirmation descriptor;

a step of using one or more computing devices to automatically access a mobile telephone location service to obtain location information based on the mobile telephone number or other identifier of a mobile device for the respondent and prior to pick up, after loading a shipment or upon initiating a transportation service, conditional on the one or more computing devices automatically obtaining consent using at least one consent procedure for implementing location services;

a step of using one or more computing devices to estimate a time of arrival estimate based on an estimation of a time for performing a delivery of the load or providing the transportation services for that segment;

a step of obtaining at least one external factor expected to affect transit time and adjusting the time of arrival estimate according to the external factor to provide an adjusted time of arrival estimate, said at least one external factor selected from at least one of the group consisting of weather reports and forecasts, and real-time traffic conditions;

a step of using one or more computing devices to apply the history of the transportation service provider or driver to at least the time in transit, and to automatically adjust the estimates of the delivery time of the load, as updated in accordance with the history of the transportation service provider or the driver;

a step of using one or more computing devices to compare said at least one external factor and automatically render an adjustment factor for time in transit;

a step of using one or more computing devices to automatically adjust the estimate a time in transit for that segment and transfer or delivery time of the load or completion of the segment according to the adjustment factor;

a step of determining the extend the adjusted estimate of delivery time will affect the time for completion of shipment;

a step of using one or more computing devices and location tracking to automatically provide updated information on a location status of the load or transportation service provider;

a step of using one or more computing devices to automatically update the estimates of the time in transit and delivery time of the load or completion of the transportation service, based on a combination of the location tracking and said at least one external factor by adjusting map routing calculations to render adjusted time of arrival estimates for the completion of the shipment;

a step of determining a communication preference, for time of arrival estimates, of at least one of an entity requesting the transportation services and a receiver of a shipment as the transportation services or a destination contact;

a step of communicating, to at least one of the entity requesting the transportation services and the receiver of a shipment, estimates of changes in estimated time of arrival in accordance with said communication preference;

a step of using one or more computing devices to automatically calculate an anticipated turn-around time for availability of the transportation service provider for a subsequent leg or backhaul and using the adjusted time of arrival estimate and the anticipated turn-around time to estimate a time of availability of the transportation service provider for the subsequent leg or backhaul; and

a step of associating the availability of the transportation service provider to accept a further transportation request, corresponding to the transportation service provider'"'"'s capabilities, for a backhaul or additional leg and if the transportation service provider associated with the accepted bid accepts said further transportation request, based on the estimated time of availability, searching for said further transportation request comprising a description of a load or other transportation service based on an estimated time of availability.