Lise Getoor (University of California, Santa Cruz) Entity-based Data Science Abstract: There is a growing interest in integrating, analyzing, visualizing and making sense of large collections structured, semi-structured and unstructured data. In the world of big data, data science provides tools to help with this process – tools for cleaning the data, tools for integrating and aligning the data, t