@inbook{e2bf1379407e4c2e9bdb07d1482111ce,
title = "Vizdom: Interactive analytics through pen and touch",
abstract = "Machine learning (ML) and advanced statistics are important tools for drawing insights from large datasets. How- ever, these techniques often require human intervention to steer computation towards meaningful results. In this demo, we present Vizdom, a new system for interactive analytics through pen and touch. Vizdom's frontend allows users to visually compose complex work ows of ML and statistics operators on an interactive whiteboard, and the backend leverages recent advances in work ow compilation techniques to run these computations at interactive speeds. Additionally, we are exploring approximation techniques for quickly visualizing partial results that incrementally refine over time. This demo will show Vizdom's capabilities by allowing users to interactively build complex analytics workows using real-world datasets.",
author = "Andrew Crotty and Alex Galakatos and Emanuel Zgraggen and Carsten Binnig and Tim Kraska",
year = "2015",
doi = "10.14778/2824032.2824127",
language = "English (US)",
series = "Proceedings of the VLDB Endowment",
publisher = "Association for Computing Machinery",
number = "12",
pages = "2024--2027",
booktitle = "Proceedings of the VLDB Endowment",
edition = "12",
note = "3rd Workshop on Spatio-Temporal Database Management, STDBM 2006, Co-located with the 32nd International Conference on Very Large Data Bases, VLDB 2006 ; Conference date: 11-09-2006 Through 11-09-2006",
}