Embodiments of vehicle data systems for use in distributed computer network are disclosed. Particular embodiments may determine and enhance vehicle data from various data sources distributed across the computer network, and utilize the enhanced vehicle data in the determination of normalization metrics that account for geography and population density or spatial behavioral patterns. Embodiments may utilize these normalization metrics to assign zone labels to geographic areas and present representations of the geographic areas based on the normalization metrics across the distributed computer network.

A subscription-based system for providing commerce information for one or more mobile devices for one or more merchants. Some techniques employed feature a subscription-based method for presenting commercial resources to a mobile device. The method involves receiving mobile device user information relating to a geographic location to locate one or more merchants within a subscription-based shopping network, and receiving mobile device user information relating to a merchant type within the subscription-based shopping network. The method also involves receiving, from a database over a communication network, information for one or more merchants associated with the mobile device user information for the geographic location and the merchant type, and presenting the associated merchant information on the mobile device. The associated merchant information can include a merchant name and address, a merchant telephone number, a merchant advertisement, a merchant coupon, or a merchant product or service offering to subscribers of the shopping network.

Transaction-enabled systems and methods for identifying and acquiring machine resources on a forward resource market are disclosed. An example system may include a controller having a resource requirement circuit to determine an amount of a resource required for a machine to service a task requirement, a forward resource market circuit to access a forward resource market, a resource market circuit to access a resource market, and a resource distribution circuit to execute a transaction of the resource on at least one of the resource market or the forward resource market in response to the determined amount of the resource required.

The present invention is web-based platform for quick evaluation of real estate value. Markets are separated into well defined boundaries. Local real estate professional's inputs are considered while defining these defined individual market locations. A basis property is selected in each of the defined market. Measurable and non-measurable factors are quantified for the basis property. Site value is calculated for the basis property. The site value and measurable factor value is subtracted from the sale price of basis property and the non-measurable factor is proportionately adjusted, so that the total aggregates to sale price of basis property. A visual pattern is created and a database is created having visual pattern of all properties. Subject property input is received, visual pattern generated and comparable visual patterns are extracted from the database. Visual patterns are displayed to the user who can quickly select most appropriate pattern to estimate the value of the subject property.

A method for defining a metropolitan area based on a regional inter-city flow intensity measurement model includes the following steps: 1. determining an urban agglomeration regional range to be measured and inter-city flow associated cities; 2. measuring, according to the determined associated cities, itemized regional inter-city flow intensities of each group of the associated cities; 3. calculating through weighing, according to the itemized regional inter-city flow intensity values, integrated inter-city flow intensities and membership degrees thereof between a central city and other associated cities; 4. recording the above data into an ArcGIS library, and establishing a regional inter-city flow database through association between spatial data and table data. 5. performing four groups of naturally intermittent type clustering analysis on data in the established regional inter-city flow database, and finally determining the range of a metropolitan area in a narrow sense and in a broad sense.

A subscription-based system for providing commerce information for one or more mobile devices for one or more merchants. Some techniques employed feature a subscription-based method for presenting commercial resources to a mobile device. The method involves receiving mobile device user information relating to a geographic location to locate one or more merchants within a subscription-based shopping network, and receiving mobile device user information relating to a merchant type within the subscription-based shopping network. The method also involves receiving, from a database over a communication network, information for one or more merchants associated with the mobile device user information for the geographic location and the merchant type, and presenting the associated merchant information on the mobile device. The associated merchant information can include a merchant name and address, a merchant telephone number, a merchant advertisement, a merchant coupon, or a merchant product or service offering to subscribers of the shopping network.

A method for analyzing web visitors using anonymized behavior production models begins with a website visitor accessing a website. The website includes a web beacon, which redirects the website visitor's browser to the server of a marketing services provider (MSP). The MSP server reads a cookie previously set by the MSP that includes an anonymous link. The anonymous link may be used to match data related to the website visitor that is maintained by the MSP, and browsing activity for that visitor is stored in an activity database from which periodic reports may be constructed for the website owner. The anonymous link is not associated with any personally identifiable information (PII), and thus privacy for the visitor is maintained.

Provided is a process, including: obtaining a coupon issued by a merchant, the coupon being redeemable in-store, at a physical location of the merchant; obtaining one or more merchant location identifiers, the coupon only being redeemable at one or more merchant locations identified by the one or more merchant location identifiers; sending the coupon and the merchant location identifiers to publishers for presentation to consumers by the publishers on user devices of the consumers; and receiving indications from the user devices of the consumers that the consumers interacted with the coupon, the indications indicating a consumer selection of an in-store redemption option.

A demand prediction device is a device that performs demand prediction for taxi demand in accordance with a mesh, and includes an acquisition unit configured to acquire number-of-people information including information relating to the number of people for each mesh at a plurality of times, a prediction model determination unit configured to determine a prediction model to be used for demand prediction based on the acquired number-of-people information, a prediction unit configured to perform demand prediction for taxi demand from the acquired number-of-people information by using the determined prediction model, and an output unit configured to output information in accordance with a result of demand prediction.

Transaction-enabled systems and methods for transaction execution with licensing smart wrappers are disclosed. An example system may include a smart contract wrapper configured to access a distributed ledger comprising a plurality of IP licensing terms for a plurality of IP assets comprising an aggregate stack of IP. The smart contract wrapper may be further configured to interpret an IP description value and an IP addition request and, in response to the request and IP description value, to add an IP asset to the aggregate stack of IP. A transaction execution circuit provides a transaction implementation command in response to at least one of a transaction geographic value or a transaction jurisdiction value.