SIDE: The Summarization IDE Elijah Mayfield

Timeline 2005: TagHelper Tools: Supporting linguistic analysis of CSCL text data 2008: SIDE project begins to help CSCL facilitators understand large data 2010: Increased emphasis on error analysis and improved machine learning

Goals SIDE allows users to: Take as input any data (specialized for text) Convert that data to a form usable by machine learning Build a prediction model based on that data Automatically apply the model to new data Summarize data through these labels

Workflow Annotation Model Building Application

Model Building Application Workflow Preprocessing Segmentation Annotation Model Building Application

Application Workflow Preprocessing Segmentation Annotation Feature Extraction Machine Learning Error Analysis Application

Workflow Preprocessing Segmentation Annotation Feature Extraction Machine Learning Error Analysis Automated Annotation Visualization Summarization

Demonstration