FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313593458> ?p ?o ?g. }

• W4313593458 endingPage "113494" @default.
• W4313593458 startingPage "113494" @default.
• W4313593458 abstract "Maritime shipping network is essential for ship routing, scheduling, and flexibility analysis of the shipping system. This paper proposes a framework for extracting global maritime shipping traffic networks using automatic identification system (AIS) data based on machine learning methods. The framework consists of berthing area identification, trajectory selection and separation, waypoint area identification, edge generation, and network construction. Simultaneously, a route planning method using the A* algorithm based on a probability-directed graph model is proposed to verify the effectiveness of the maritime shipping network. The real-world global AIS data of bulk carriers in 2018 was used to extract maritime shipping networks to prove the framework. The framework successfully extracts maritime shipping networks containing 2769 berthing areas and 2688 waypoint areas over the world's oceans, and the results demonstrate that the estimated networks can be used to analyze the speed of navigation on edges and the size of flows between nodes. Additionally, along with the estimated shipping networks, distance-based route planning is still more stable even if generated routes considering node connection probabilities usually match the observed trajectories. It is concluded that the proposed framework and methods may help (1) provide a thorough framework to obtain and analyze maritime shipping traffic networks and (2) enrich route planning methods by considering historical navigation patterns." @default.
• W4313593458 created "2023-01-06" @default.
• W4313593458 creator A5020147975 @default.
• W4313593458 creator A5047170464 @default.
• W4313593458 creator A5063514340 @default.
• W4313593458 creator A5064222660 @default.
• W4313593458 creator A5071466474 @default.
• W4313593458 creator A5079290325 @default.
• W4313593458 date "2023-02-01" @default.
• W4313593458 modified "2023-10-01" @default.
• W4313593458 title "Data-driven framework for extracting global maritime shipping networks by machine learning" @default.
• W4313593458 cites W1984519272 @default.
• W4313593458 cites W2060475014 @default.
• W4313593458 cites W2086961842 @default.
• W4313593458 cites W2749776958 @default.
• W4313593458 cites W2753820606 @default.
• W4313593458 cites W2767515330 @default.
• W4313593458 cites W2791526010 @default.
• W4313593458 cites W2794657807 @default.
• W4313593458 cites W2795761649 @default.
• W4313593458 cites W2886870094 @default.
• W4313593458 cites W2912934741 @default.
• W4313593458 cites W2943627583 @default.
• W4313593458 cites W2944791333 @default.
• W4313593458 cites W2944924828 @default.
• W4313593458 cites W2945874826 @default.
• W4313593458 cites W2949938564 @default.
• W4313593458 cites W2964482263 @default.
• W4313593458 cites W2997684005 @default.
• W4313593458 cites W3003023170 @default.
• W4313593458 cites W3039552801 @default.
• W4313593458 cites W3045609832 @default.
• W4313593458 cites W3048070984 @default.
• W4313593458 cites W3082859582 @default.
• W4313593458 cites W3097632394 @default.
• W4313593458 cites W3118860522 @default.
• W4313593458 cites W3154451294 @default.
• W4313593458 cites W3155853788 @default.
• W4313593458 cites W3183456729 @default.
• W4313593458 cites W3184158355 @default.
• W4313593458 cites W3189448883 @default.
• W4313593458 cites W3211245741 @default.
• W4313593458 cites W4214601725 @default.
• W4313593458 cites W4220727533 @default.
• W4313593458 cites W4220892696 @default.
• W4313593458 cites W4283766952 @default.
• W4313593458 cites W4292147981 @default.
• W4313593458 cites W4293211255 @default.
• W4313593458 cites W4293758617 @default.
• W4313593458 cites W4307124752 @default.
• W4313593458 doi "https://doi.org/10.1016/j.oceaneng.2022.113494" @default.
• W4313593458 hasPublicationYear "2023" @default.
• W4313593458 type Work @default.
• W4313593458 citedByCount "3" @default.
• W4313593458 countsByYear W43135934582023 @default.
• W4313593458 crossrefType "journal-article" @default.
• W4313593458 hasAuthorship W4313593458A5020147975 @default.
• W4313593458 hasAuthorship W4313593458A5047170464 @default.
• W4313593458 hasAuthorship W4313593458A5063514340 @default.
• W4313593458 hasAuthorship W4313593458A5064222660 @default.
• W4313593458 hasAuthorship W4313593458A5071466474 @default.
• W4313593458 hasAuthorship W4313593458A5079290325 @default.
• W4313593458 hasConcept C105795698 @default.
• W4313593458 hasConcept C116834253 @default.
• W4313593458 hasConcept C127413603 @default.
• W4313593458 hasConcept C146997752 @default.
• W4313593458 hasConcept C206729178 @default.
• W4313593458 hasConcept C21547014 @default.
• W4313593458 hasConcept C2780598303 @default.
• W4313593458 hasConcept C2781271823 @default.
• W4313593458 hasConcept C33923547 @default.
• W4313593458 hasConcept C41008148 @default.
• W4313593458 hasConcept C42475967 @default.
• W4313593458 hasConcept C59822182 @default.
• W4313593458 hasConcept C79403827 @default.
• W4313593458 hasConcept C86803240 @default.
• W4313593458 hasConceptScore W4313593458C105795698 @default.
• W4313593458 hasConceptScore W4313593458C116834253 @default.
• W4313593458 hasConceptScore W4313593458C127413603 @default.
• W4313593458 hasConceptScore W4313593458C146997752 @default.
• W4313593458 hasConceptScore W4313593458C206729178 @default.
• W4313593458 hasConceptScore W4313593458C21547014 @default.
• W4313593458 hasConceptScore W4313593458C2780598303 @default.
• W4313593458 hasConceptScore W4313593458C2781271823 @default.
• W4313593458 hasConceptScore W4313593458C33923547 @default.
• W4313593458 hasConceptScore W4313593458C41008148 @default.
• W4313593458 hasConceptScore W4313593458C42475967 @default.
• W4313593458 hasConceptScore W4313593458C59822182 @default.
• W4313593458 hasConceptScore W4313593458C79403827 @default.
• W4313593458 hasConceptScore W4313593458C86803240 @default.
• W4313593458 hasFunder F4320322725 @default.
• W4313593458 hasLocation W43135934581 @default.
• W4313593458 hasOpenAccess W4313593458 @default.
• W4313593458 hasPrimaryLocation W43135934581 @default.
• W4313593458 hasRelatedWork W2350536838 @default.
• W4313593458 hasRelatedWork W2363804782 @default.
• W4313593458 hasRelatedWork W2377545002 @default.
• W4313593458 hasRelatedWork W2377953234 @default.

• next