Guodanhuai头像

Guodanhuai

Professor

Research direction: Big data and spatiotemporal data intelligence

Education: PhD Graduate
  • Department: School of Information Science and Technology
  • ORCID:
  • DBLP:

10 Access

  • Email: 2021500022@mail.buct.cn
  • Office : 216 Huaxian Building
  • Introduction
  • Research
  • Teaching
  • Funding
  • Publications
  • Awards
  • Honor Reward
  • Admission

Introduction

    Since 2009, I have guided and assisted over 10 graduate students. I won first place in the ACM GIS Cup2014 international competition, third prize in the China VIS&Vast Challenge 2015, and second prize in 2018. I have published nearly a hundred academic papers in international journals such as Lancet, Nature Communication, WWW Journal, Geoinformatica, Plos ONE, Computers, Environment and Urban Systems, NeuroComputing, Journal of Computer Science and Technology, as well as in top international conferences such as DASFAA and ACM SIGSPATIAL.

Education

Work Experience

Social Position

Social Activities

Research

1. Geographic big data and geographic spatiotemporal intelligence

2. Data driven deep learning

3. Geographic Large Model

4. Health Management of Aerospace and Chemical Equipment

Teaching

Undergraduate Course：

    Nosql databases

    Nosql databases Experiment

    Introduction to Big Data Science and Technology

    Computer System Architecture

    Principles of Data Mining

Postgraduate courses：

    Data Analysis and Data Intelligence

Postgraduates

Funding

Vertical Projects

  1. Key Technology of Space Scene Generation using Generative Adversarial Networks with Embedded Spatial Constraints, National Natural Science Foundation Project, Project Duration: 2024-01-01 to 2027-12-31.

  2. Research on Key Technologies of Spatial Scene Similarity Matching Based on Deep Convolutional Neural Networks, National Natural Science Foundation Project, Project Duration: 2020-01-01 to 2023-12-31.

Horizontal Projects

  1. Anomaly Detection and Mining Analysis of Whole-Process Data for Equipment, Enterprise and Institution Commissioned Science and Technology Project, Project Duration: 2024-08-23 to 2025-06-30.

  2. Development of Train Number and Parking Pole Image Recognition Model and Software Based on Deep Learning, Enterprise and Institution Commissioned Science and Technology Project, Project Duration: 2024-06-20 to 2025-06-30.

  3. Construction of Simulation Prediction Module for Accelerated Catalyst Aging, Enterprise and Institution Commissioned Science and Technology Project, Project Duration: 2024-03-01 to 2025-12-31.

  4. Research and Design of Automatic Creation and Reasoning Technology for Complex Equipment Fault Knowledge Graphs, Enterprise and Institution Commissioned Science and Technology Project, Project Duration: 2023-10-01 to 2024-12-31.

  5. Numerical Simulation Research on the Formation Process of Low-Density Zones in Explosives, Enterprise and Institution Commissioned Science and Technology Project, Project Duration: 2023-02-20 to 2023-07-01.

  6. Research and Design of High-Throughput Complex Equipment Data Convergence and Integration Technology, Other Research Project, Project Duration: 2022-10-01 to 2023-12-31.

  7. XJH2022030011, Enterprise and Institution Commissioned Project, Project Duration: 2022-03-15 to 2023-03-14.

Vertical Project

Horizontal Project

Publications

Research on the Spatial Data Intelligent Foundation Model    Conference Papers    SpatialDI 2024    2024-08-28

Fault-tolerant quantum chemical calculations with improved machine-learning models    Journal Articles    Journal Of Computational Chemistry    2024-07-29

A spatial scene reconstruction framework in emergency response scenario    Journal Articles    Journal of Safety Science and Resilience    2024-07-15

The Effective Utilization of AIGC in University Computer Education and Teaching    Journal Articles    computer education    2024-07-10

Research on the Intelligent Big Model of Spatial Data - White Paper on the Development of China's Spatial Data Intelligence Strategy in 2024    Conference Papers    SpatialDl 2024    2024-06-29

SpatialScene2Vec: A self-supervised contrastive representation learning method for spatial scene similarity evaluation    Journal Articles    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION    2024-04-01

WYA: A Novel Spatial Scene Classification Framework Based on Surrounding Object Detection    Conference Papers    Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS    2023-11-13

Spatio-temporal Heterogeneity Analysis of Transportation Equity Based on GTWR    Conference Papers    Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS    2023-11-13

AIGC Challenges and Opportunities Related to Public Safety: A Case Study of ChatGPT    Journal Articles    Journal of Safety Science and Resilience    2023-08-26

Automatic generation framework for spatial scene description text based on M2T multi-source knowledge graph fusion    Journal Articles    Journal of Earth Information Science    2023-06-25

Correlation analysis of students' physical health, academic performance, and parents' occupation based on Apriori    Conference Papers    Summary Compilation of Papers from the 12th National Sports Science Conference - Poster Exchange (School Sports Branch)    2022-03-25

DeepSSN: A deep convolutional neural network to assess spatial scene similarity    Journal Articles    Transactions in GIS    2022-03-01

Spatial scene similarity assessment based on deep learning    Conference Papers    Proceedings of the 7th ACM SIGSPATIAL International Workshop Emergency Management using GIS2021-12-01


Awards

SoftWare Copyright：

Big Data Storage (NoSQL)    Tsinghua University Press    2023-09-01 00:00:00

Patent:

Comparison method, device, and storage medium for spatial scene similarity

Patent

Honor Reward

Admissions Information