{"paper":{"title":"Reservation Based Smart Parking Management","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"A dynamic buffer of non-reservable slots plus a star-based reputation system reduces no-park failures in reservation-based parking.","cross_cats":[],"primary_cat":"cs.MA","authors_text":"Filippo Muzzini, Giacomo Cabri, Manuela Montangero, Roberto Wang","submitted_at":"2026-05-17T21:05:14Z","abstract_excerpt":"In the framework of Smart Cities and Intelligent Transportation Systems (ITS), efficient parking management is essential to reduce urban congestion and emissions. However, current reservation-based systems often encounter a scenario in which users find their reserved slot occupied by a previous occupant who failed to vacate on time (\"No PARK\" situation). This paper introduces a dual-mechanism architecture designed to enhance system reliability. A Reservation Module uses a dynamic size buffer of non-reservable slots to grant parking availability. A reputation-based Reward System exploits a \"sta"},"claims":{"count":4,"items":[{"kind":"strongest_claim","text":"The dynamic buffer strategy provides a better tradeoff between parking availability and reservation success while the reputation system mitigates NO PARK instances and improves resource utilization.","source":"verdict.strongest_claim","status":"machine_extracted","claim_id":"C1","attestation":"unclaimed"},{"kind":"weakest_assumption","text":"Real users will respond to the star-based reputation penalties and restrictions by departing on time, and the SUMO simulator faithfully captures the resulting behavioral changes and system performance.","source":"verdict.weakest_assumption","status":"machine_extracted","claim_id":"C2","attestation":"unclaimed"},{"kind":"one_line_summary","text":"A dual-mechanism architecture with dynamic buffers and reputation incentives is simulated to mitigate 'No PARK' failures and improve parking resource use in smart 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