A share allocation (SA) computing device includes a processor in communication with a database. The processor is configured to execute a computational model including a plurality of model layers. The plurality of model layers includes a fractional node layer configured to assign each candidate investor of a plurality of candidate investors to a corresponding node. Each node is associated with a weight, and the nodes define an interconnected neural network. The fractional node layer is also configured to apply a machine learning algorithm configured to adjust the weights of the nodes in response to respective fitness values input to the nodes, and convert the adjusted weight for each node into a corresponding fraction. The fractional node layer is further configured to allocate, to each candidate investor, a respective fractional share of an offering, the fractional share corresponding to the fraction associated with the corresponding node.

An example system and method may provide a location-enabled collectable trading tool. An example system may receive, by a graphical user interface displayed on a first client device, initial collection attributes describing an item collection, where the item collection is associated with a first user in a database stored in a computer-accessible memory. The system may also determine an attribute of an item associated with the item collection and determine a trade eligibility of the item. In some instances, the system may identify a second user based on the attribute, the trade eligibility of the item, and an attribute of the second user. The system may then automatically provide communication between the first client device and a second client device associated with the identified second user.

An automated shoe insurance quote system, including a user interface presentable on a display of one or more mobile computing devices in electrical communication with one or more servers, the user interface configured to enable a user to specify details regarding a pair of sneakers to be insured, display an estimated value of the pair of sneakers, wherein the estimated value of the pair of sneakers is determined by obtaining sales data from one or more online retail venues, and present one or more insurance coverage plans for selection by the user, wherein a coverage value of the one or more insurance coverage plans is determined by the current estimated value of the pair of sneakers.

The present invention relates to a method for setting up a connection between a seller device (10) and a buyer device (30) for enabling the buyer device (30) to send and receive data via the seller (10). The method comprises sending, from the seller device (10) to a server (20), data pertaining to an offer (12), the data pertaining to the offer including an identification of the seller device (10); storing the data pertaining to the offer (12) in a memory of the server (20), the memory being configured to store data pertaining to at least one offer from a at least one seller device; sending, from the buyer device (30) to the server (20), a request (32) for a list of nearby seller devices; at the server (20), compiling, from the data pertaining to the at least one offer stored in the memory, the list of nearby seller devices, by identifying one or more seller devices being positioned in proximity of a position of the buyer device (30), the list of nearby seller devices comprising the data pertaining to the offers of the identified one or more seller devices; sending, from the server (20) to the buyer device (30), the list of nearby seller devices; and sending, from the buyer device (30) to at least one of the seller devices (10) of the list of nearby seller devices, a connection request (36) for connecting the buyer device (30) to the at least one of the seller devices (10), thereby enabling the buyer device (30) to send and receive data via the seller device (10).

Today, product developers with customized small batch production needs come across the problem of finding capable and flexible manufacturers, while manufacturers face underutilization due to inconsistent demand. In this disclosure, a digital manufacturing framework is presented to address the challenge of matching the underutilized manufacturers with the new product developers. This disclosure presents a Production as a Service (PaaS) framework to connect users (consumers or product developers) who have customized small batch manufacturing needs, with manufacturers that have existing underutilized resources. PaaS is a cloud-based, centralized framework based on a service oriented architecture (SOA) that abstracts the manufacturing steps of a product as individual (production) service requests. PaaS creates a market place for small-to-mid sized manufacturing industry by coordinating multiple manufacturers to provide the requested services. Using PaaS, the user is able to reach many capable manufacturers at once, and receive quotations for the production request. On the other end, PaaS reduces the effort required to find new customers and enables manufacturers to easily submit quotations to increase the utilization of their resources.

A negotiation device conducting automated negotiation by transmitting and receiving proposals to and from a counterpart device includes an estimating unit configured to estimate a negotiation characteristic of the counterpart device by using information corresponding to a proposal transmitted by the negotiation device.

A system includes a hardware processor that executes a software code to receive an authorization request on behalf of a user for a stacked resource including resources offered separately by multiple resource providers, determine resource provider computers associated with the stacked resource, and send a look-up request including an electronic identity of the user to those computers, where the electronic identity is used as a look-up key for determining user attribute(s) of the user. The software code further receives the user attribute(s) from the resource provider computers, generates an accumulated access profile of the user based on the user attribute(s), applies the profile to a rules engine to determine a stacked access result, and routes the authorization request and the stacked access result to one of the resource provider computers, where that computer completes an authorization process for access to the stacked resource based on the stacked access result.

There are provided systems and methods for a network of personalized devices determining data for shopping predictions. A personalized device may include processing components for determining purchase predictions for one or more items to purchase on behalf of a user. The purchase predictions may be based on personality traits and other information that may indicate interests of the user. The purchase predictions may also be based on purchase information for the item, including inventory of the item, price of the item, availability of the item to the user, or other factor. Once the purchase prediction is determined, the personalized device may generate a purchase request for the item from a merchant having the item at a physical merchant location accessible to the personalized device or a delivery device associated with the personalized device. The personalized device may retrieve and deliver the purchased item.

A computer-implemented method that, in an embodiment, includes receiving a travel request from a traveler that includes a pickup and destination location and a number of travelers and analyzing the travel request and calculating routes for vehicles that are partially based on the pickup and destination location, the number of travelers, destination locations of travelers located in the vehicles, traffic conditions, minimizing a waiting time for the traveler, minimizing a travel time for the traveler, minimizing a travel time for the travelers located in the vehicles, and optimizing an aggregation of travelers on each of the plurality vehicles. In an embodiment, the plurality of vehicles includes 5 vehicles or more and based on the calculating, the method includes supplying a selected route to a selected vehicle and supplying to the traveler, identification information related to the selected vehicle thereby resulting in transportation of the traveler to the destination location.

An online platform and method of facilitating the trading, including purchasing or bartering, of products, goods or experiences, such as a stay in a hotel or tickets to a concert etc. or other luxury items using a server is described. The system and method employs a database for storing information on a previously owned luxury item offered by a first user and an electronic network to send a description of the item for trade from the database only if the item is deemed to be a luxury item and has been authenticated.