Research on Prediction Model of Neolithic Archaeological Sites in Shandong Province Based on GIS and XGBoost Algorithm

TIAN Jie; ZHU Youchen; LI Linzhi; ZHU Xing; LI Wenran; AN Xuelian

doi:10.12202/j.0476-0301.2024241

Journal of Beijing Normal University, Volume. 61, Issue 3, 394(2025)

Research on Prediction Model of Neolithic Archaeological Sites in Shandong Province Based on GIS and XGBoost Algorithm

TIAN Jie¹, ZHU Youchen¹, LI Linzhi^1、*, ZHU Xing², LI Wenran³, and AN Xuelian¹

¹GIS Application Research Key Laboratory of Chongqing Education Commission, Chongqing Normal University, Chongqing, China

²National Key Laboratory for Geohazard Prevention and Geological Environment Protection, Chengdu University of Technology, Chengdu, Sichuan, China

³Supply and Environment Technology Co., Ltd., Beijing, China

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TIAN Jie, ZHU Youchen, LI Linzhi, ZHU Xing, LI Wenran, AN Xuelian. Research on Prediction Model of Neolithic Archaeological Sites in Shandong Province Based on GIS and XGBoost Algorithm[J]. Journal of Beijing Normal University, 2025, 61(3): 394

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Paper Information

Received: Nov. 15, 2024

Accepted: Aug. 21, 2025

Published Online: Aug. 21, 2025

The Author Email: LI Linzhi (sclilinzhi@163.com)

DOI:10.12202/j.0476-0301.2024241

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