posted by user: lvsubram || 4810 views || tracked by 10 users: [display]

AND 2009 : Third Workshop on Analytics for Noisy Unstructured Text Data

FacebookTwitterLinkedInGoogle


Conference Series : Analytics for Noisy Unstructured Text Data
 
Link: http://and2009workshop.googlepages.com/
 
When Jul 23, 2009 - Jul 24, 2009
Where Barcelona
Abstract Registration Due Jun 1, 2009
Submission Deadline Apr 20, 2009
Notification Due May 20, 2009
Final Version Due Jun 20, 2009
Categories    noisy text   analytics   IR   IE
 

Call For Papers

Noisy unstructured text data is ubiquitous in real-world communications. Text produced by processing signals intended for human use such as printed/handwritten documents, spontaneous speech, and camera-captured scene images, are prime examples. Telephonic conversations between call center agents and customers often see 30-40% word error rates, even using state-ofthe-art ASR. OCR error rates for hardcopy documents can range widely from 2-3% for clean inputs to 50% or higher depending on the quality of the page image, the complexity of the layout, aspects of the typography, etc. Individual variabilities in handwriting make this a particularly difficult form of input and error rates here are often substantially higher than for machine print text. In spite of the tremendous challenges such data presents, it is pervasive in applications of interest to corporations and government organizations.

Recognition errors are not the sole source of noise; natural language and the creative ways that humans use it can create problems for computational techniques. Electronic text from the Internet (emails, message boards, newsgroups, blogs, wikis, chat logs and web pages), contact centers (customer complaints, emails, call transcriptions, message summaries), and mobile phones (text messages) is often noisy, containing spelling errors, abbreviations, non-standard words, false starts, repetitions, missing punctuation, missing case information, and pause-filling words such as “um” and “uh” in the case of spoken conversations.

AND 2009 is a workshop devoted to issues arising from the need to contend with noisy inputs, the impact noise can have on downstream applications, and the demands it places on document analysis. The Third Workshop on Analytics for Noisy Unstructured Text Data will build on two previous successful AND workshops held in 2007 (in conjunction with the 20th International Joint Conference on Artificial Intelligence) and in 2008 (in conjunction with the 31st Annual International ACM SIGIR Conference).

Topics of Interest
o Noise induced by document analysis techniques and its impact on downstream applications
o Formal models for noise, including characterization and classification of noise
o Treatment of noisy data in specific application areas, including historical texts, multilingual documents, blogs, chat / SMS logs, social network analysis, patent search, and machine translation
o Data sets, benchmarks, and evaluation techniques for analysis of noisy text
o All other topics arising from noise and its effects on textual data
Submission Guidelines

Full papers may be submitted following the guidelines specified on the AND 2009 website:
http://and2009workshop.googlepages.com/

Important Dates (tentative)
Paper Submission: April 20, 2009
Notification of Acceptance: May 20, 2009
Camera-Ready papers due: June 20, 2009

Related Resources

BIDA 2025   2nd International Conference on Business Intelligence and Data Analytics
AIPIDAY 2025   AI on Pi Day
HUSO 2025   The Eleventh International Conference on Human and Social Analytics
ICARC 2025   International Conference on Advanced Research in Computing 2024
BPOD 2024   The Seventh IEEE International Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications
WNUT 2024   he 9th Workshop on Noisy and User-generated Text
ICoSR 2025   2025 4th International Conference on Service Robotics
AMLDS 2025   IEEE--2025 International Conference on Advanced Machine Learning and Data Science
SPIE-Ei/Scopus-DMNLP 2025   2025 2nd International Conference on Data Mining and Natural Language Processing (DMNLP 2025)-EI Compendex&Scopus
IEEE DSIT 2024   2024 IEEE 7th International Conference on Data Science and Information Technology (DSIT 2024)