AND 2011 - Fifth Workshop on Analytics for Noisy Unstructured Text Data (AND 2011)

welcome original research papers that identify key problems related to noisy text analytics and offer solutions. Potential topics include (but not limited to):

Noise induced by document analysis techniques and its impact on downstream applications
Formal theory on characterization of noise
Genre recognition based on the type of noise
Robust parsing and Part of Speech (POS) tagging
Characterizing, modelling and accounting for historical language change
Methods for detecting and correcting errors in noisy text
Information extraction and retrieval from noisy text data
Automatic classification and clustering of noisy unstructured text data
Noise-invariant document summarization techniques
Issues in keyword search in presence of noise in unstructured text data
Machine Translation for noisy text
Analyzing very short communications like those on Twitter
Techniques for analysis and mining of call-logs, transcribed calls, web logs, chat logs, emails, tweets
Business Intelligence (BI) applications dealing with noisy text data
Surveys relating to noisy text analytics