主讲人：黄朕 Huang Zhen
智慧足迹数据科技有限公司 售前咨询总监
Smart Steps Digital Technology Co.,Ltd，Pre-sales consulting director
主讲人简介：
英国纽卡斯尔大学，交通规划与工程专业，硕士研究生学历。研究方向围绕《土地利用规划驱动与公共交通网络的关系和影响》
多年致力于交通大数据的分析处理与应用。围绕手机信令数据的时空数据加工、多源交通大数据的融合分析，辅助交通规划、监管、运营等行业的应用。具体应用板块包含交通运行状态的感知、居民出行特征研究、公交优化、旅游交通、枢纽运营等专题，并以“人口大数据”延展自然资源、规划、统计、人社等行业的应用。
主要服务的项目有：深圳市居民出行大调查，沪杭甬高速运行监测，天津日常出行大数据监测，成都市综合交通出行分析，四川省未来综合交通运输需求研究等
Newcastle University (UK), MSc, Transportation planning and engineering. The research focuses on influence and impact of land use planning driven expansion and the relationship with public transport network
He has been committed to engage in processing and analysis of traffic big data for many years after graduation. His works mainly around processing population activities and assisting in transportation planning, supervision, operation and other areas. And this kind of spatiotemporal data usually based on fusion analysis by mobile signaling data and multi-source traffic data. The specific scenarios including：
Traffic operation status perception
Residents' travel characteristics researching
Public transport optimization
Tourism transportation
Hub operation, etc.
The projects he was involved in list as
Shenzhen residents travel survey
Shanghai-Hangzhou-Ningbo Expressway Operation monitoring
Tianjin daily travel big data monitoring
Chengdu comprehensive transportation travel analysis,
Sichuan Province future comprehensive transportation demand research, etc
议题六
基于图深度学习的网络交通预测
Graph Deep Learning for Network-based Transport Forecasting