发布时间: 2019-11-20
报告题目:工程建设中的数据科学、人工智能与机器学习
报告人:史精生 教授,美国路易斯安那州立大学
邀请人:胡志根 教授
语 言:中文
时 间:2019年11月25日(星期一)14:30
地 点:国家重点实验室学术报告厅(农水楼一楼)
报告人简介:
史精生博士是美国路易斯安那州立大学工业建筑方面的首席教授。作为世界著名的建筑管理与工程仿真专家,他的主要研究领域包括建筑工程管理、建筑能效、建筑环境和工业创新等,作为负责人承担的各类项目超过1000万美元,发表了超过100篇期刊和会议论文,在美国工业工程界具有广泛的影响力,2016年被选为路易斯安那州21个工业界领袖之一。
报告内容:
Data enabling technology plays an important role in modern scientific discovery and technologic advancement. The importance of good information was long recognized by prominent leaders such as Sun Tsu and Napoleon. Factual data enables managers to measure, to understand their businesses, and to directly translate that knowledge into improved decision making and performance. We argue that data analytics is ready to change engineering management in the following areas: 1) by making relevant historical data available to the manager at the time when it’s needed; 2) by filtering out actionable intelligence from the ocean of data; and 3) by integrating useful data from multiple sources to support quantitative decision-making. Examples will be presented to explain how we can develop solutions by using recent advancement in data analytics, artificial intelligence and machine learning.
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