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Zhang, Liang; Xing, Bowen; Chen, Xiao; Wang, Wugui
Journal of physics. Conference series, 03/2022, Letnik: 2213, Številka: 1Journal Article
Abstract In order to improve and verify the application value of AIS data in fishing behavior analysis, three existing models were chosen to analyze the fishing paths of more than 200 boats around Zhoushan Islands. In order to confirm their operation mode, F1-score was used to evaluate related models. Experimental results shown that the Lightgbm model embodies better performance in the analysis of fishing boat behavior with higher practicality.
