| CPC G06Q 10/047 (2013.01) [G01C 21/3438 (2013.01); H04W 4/023 (2013.01); H04W 4/029 (2018.02); G06Q 50/40 (2024.01); H04W 4/02 (2013.01)] | 20 Claims |

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1. A network system for managing a network-based service, the network system comprising:
one or more processors; and
one or more memory resources storing instructions that, when executed by the one or more processors of the network system, cause the network system to:
during a first time period, receive, over one or more networks, multiple requests for transport from a common geographic region, the multiple requests for transport including a first request for transport from a first user device of a first requesting user, and a second request for transport from a second user device of a second requesting user;
during a second time period following the first time period, match each request for transport to a corresponding service provider of a plurality of service providers, wherein matching each request for transport includes:
for the first request for transport, identifying, by accessing one or more databases, a first set of service providers from the plurality of service providers;
for the second request for transport, identifying, by accessing the one or more databases, a second set of service providers from the plurality of service providers;
based on a first set of predictive parameters for the first set of service providers, implement a multi-invite mode for matching the first request for transport by (i) transmitting a first invitation data set to service the first request for transport to each provider device of a plurality of provider devices of the first set of service providers, and (ii) enabling each provider of the plurality of service providers to provide acceptance data during at least a portion of the second time period; and
based on a second set of predictive parameters for the second set of service providers, implement an exclusive-invite mode for matching the second request by (i) transmitting a second invitation data set to a provider device of a selected service provider of the second set of service providers, and (ii) enabling only the selected service provider to provide acceptance data during at least a portion of the second time period.
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