Online Tech Reports
Scope: All HCIL papers and technical reports records (title, authors, full reference, abstract, TR# and HCIL#). The search is case insensitive and looks for papers and technical reports containing all the words/strings typed.
|Search Results for: 2007-05 (1 match)|
Buono, P., Plaisant, C., Simeone, A., Aris, A., Shneiderman, B., Shmueli, G., Jank, W. (April 2007)
Time-series forecasting has a large number of applications. Users with a partial time series for auctions, new stock offerings, or industrial processes desire estimates of the future behavior. We present a data driven forecasting method and interface called Similarity-Based Forecasting (SBF). A pattern matching search in a dataset of historical time series produces a subset of curves similar to the partial time series. The forecast is displayed graphically as a river plot showing statistical information about the SBF subset. A forecasting preview interface allows users to interactively explore alternative pattern matching parameters and see multiple forecasts simultaneously. User testing with 8 users demonstrated advantages and led to improvements.
[Link to Report]