報告題目：Design visualization for the data science workflow
報告時間：2018年12月28日星期五上午10：00
報告地點：計算機大樓A515
報告人：Jian Zhao
報告人簡介：
Dr. Jian Zhao is a Research Scientist at FX Palo Alto Laboratory (FXPAL). His research lies in the intersection of information visualization, human-computer interaction, and data science. He is dedicated to developing interactive visualizations that optimize the analytical workflow of solving complex real-world data problems. He received his Ph.D. from the Department of Computer Science at the University of Toronto. Dr. Zhao is the recipient of several scholarships, such as an NSERC Postdoctoral Fellowship, a Mitacs Award, and four best paper honorable mention awards at top-tier venues (including IEEE VIS and ACM CHI). He also has the experiences of working at other leading industry labs including Microsoft, IBM, and Adobe Research. He holds more than a dozen patents and many have successfully generated impact to products. He has served on the program committees of numerous world-class conferences (e.g., IEEE VIS, ACM CHI, and Graph Drawing). More information can be found on his personal website: .
報告内容簡介：
Recently, a large amount of complex and heterogeneous data is being generated in almost every domain. However, deeply understanding such data remains a fundamental challenge. Where do we start? Which analytical model should we apply, and how does it work? How can we collaboratively analyze data? My research takes a step to address these questions using interactive visualization. In this talk, I will discuss how visualization can empower users in each of the three main stages of solving a practical data problem, including exploratory analysis, model curation, and insight communication. Each example project I am going to show is situated in a real-world application such as social media mining. I will also outline a few interesting future directions of optimizing the above workflow using interactive visualization.
主辦單位：
伟德国际BETVlCTOR
伟德国际BETVlCTOR軟件學院
伟德国际BETVlCTOR計算機科學技術研究所
符号計算與知識工程教育部重點實驗室
伟德国际BETVlCTOR國家級計算機實驗教學示範中心
