Leveraging information for use in a traffic prediction scenario

An article of manufacture comprising a non-transitory computer readable storage medium having computer readable instructions tangibly embodied thereon which, when implemented, cause a computer to carry out a plurality of method steps comprising:

• extracting transportation-related information pertaining to a geographic region from multiple user-driven information systems comprising at least (i) one or more transportation-related voice sites on the world wide telecom web and (ii) one or more transportation-related sites on the world wide web;
• processing said transportation-related information by merging the transportation-related information across the multiple user-driven information systems and one or more transportation-related databases;
• determining a supply and demand estimation for multiple aspects of transportation in the geographic region based on said processing of said transportation-related information, wherein said determining the supply and demand estimation comprises:
• determining the number of queries directed to each of a plurality of vehicles;
• determining the number of queries directed to each of a plurality of transportation routes;
• and
• determining the number of queries directed to each of a plurality of vehicle operators;
• determining a latent supply and latent demand estimation for the multiple aspects of transportation in the geographic region based on said processing of said transportation-related information;
• generating a traffic assessment and/or prediction based on (i) said determined supply and demand estimation and (ii) said determined latent supply and latent demand estimation;
• and
• outputting the traffic assessment and/or prediction as a visual output and/or an audio output.

A system comprising:

• a memory;
• and
• at least one processor coupled to the memory and operative for:
• extracting transportation-related information pertaining to a geographic region from multiple user-driven information systems comprising at least (i) one or more transportation-related voice sites on the world wide telecom web and (ii) one or more transportation-related sites on the world wide web;
• processing said transportation-related information by merging the transportation-related information across the multiple user-driven information systems and one or more transportation-related databases;
• determining a supply and demand estimation for multiple aspects of transportation in the geographic region based on said processing of said transportation-related information, wherein said determining the supply and demand estimation comprises:
• determining the number of queries directed to each of a plurality of vehicles;
• determining the number of queries directed to each of a plurality of transportation routes;
• and
• determining the number of queries directed to each of a plurality of vehicle operators;
• determining a latent supply and latent demand estimation for the multiple aspects of transportation in the geographic region based on said processing of said transportation-related information;
• generating a traffic assessment and/or prediction based on (i) said determined supply and demand estimation and (ii) said determined latent supply and latent demand estimation;
• and
• outputting the traffic assessment and/or prediction as a visual output and/or an audio output.

A method comprising:

• extracting transportation-related information pertaining to a geographic region from multiple user-driven information systems, comprising at least (i) one or more transportation-related voice sites on the world wide telecom web and (ii) one or more transportation-related sites on the world wide web, according to a data model;
• processing said transportation-related information by merging the transportation-related information across the multiple user-driven information systems and one or more transportation-related databases, and identifying one or more information units in the merged transportation-related information;
• determining a supply and demand estimation for each one of multiple aspects of transportation in the geographic region based on said processing of said transportation-related information, wherein said determining the supply and demand estimation comprises:
• determining the number of queries directed to each of a plurality of vehicles;
• determining the number of queries directed to each of a plurality of transportation routes;
• and
• determining the number of queries directed to each of a plurality of vehicle operators;
• determining a latent supply and latent demand estimation for each one of the multiple aspects of transportation in the geographic region based on said processing of said transportation-related information;
• generating a supply and demand estimation output in response to a query, wherein said generating comprises filtering (i) the determined supply and demand estimations and (ii) the determined latent supply and latent demand estimations for the multiple aspects of transportation in the geographic region based one or more specified parameters;
• and
• outputting the supply and demand estimation output as a visual output and/or an audio output.