Wikipedia and Artificial Intelligence: An Evolving Synergy
Papers from the 2008 AAAI Workshop
Razvan Bunescu, Evgeniy Gabrilovich, Rada Mihalcea, Program Cochairs
Technical Report WS-08-15 published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Contents
Organizing Committee / vii
Razvan Bunescu, Evgeniy Gabrilovich, Rada Mihalcea
Preface / ix
Razvan Bunescu, Evgeniy Gabrilovich, Rada Mihalcea
Full Papers
The Fast and the Numerous — Combining Machine and Community Intelligence for Semantic Annotation / 1
Sebastian Blohm, Markus Krötzsch, Philipp Cimiano
Learning to Predict the Quality of Contributions to Wikipedia / 7
Gregory Druck, Gerome Miklau, Andrew McCallum
Integrating Cyc and Wikipedia: Folksonomy Meets Rigorously Defined Common-Sense / 13
Olena Medelyan, Catherine Legg
Topic Indexing with Wikipedia / 19
Olena Medelyan, Ian H. Witten, David Milne
An Effective, Low-Cost Measure of Semantic Relatedness Obtained from Wikipedia Links / 25
David Milne, Ian H. Witten
Mining Wikipedia’s Article Revision History for Training Computational Linguistics Algorithms / 31
Rani Nelken, Elif Yamangil
Okinet: Automatic Extraction of a Medical Ontology from Wikipedia / 37
Vasco Calais Pedro, Radu Stefan Niculescu, Lucian Vlad Lita
Automatic Vandalism Detection in Wikipedia: Towards a Machine Learning Approach / 43
Koen Smets, Bart Goethals, Brigitte Verdonk
Enriching the Crosslingual Link Structure of Wikipedia - A Classification-Based Approach / 49
Philipp Sorg, Philipp Cimiano
Augmenting Wikipedia-Extraction with Results from the Web / 55
Fei Wu, Raphael Hoffmann, Daniel S. Weld
Short Papers
Using Wikipedia Links to Construct Word Segmentation Corpora / 61
David Gabay, Ziv Ben-Eliahu, Michael Elhadad
Method for Building Sentence-Aligned Corpus from Wikipedia / 64
Keiji Yasuda, Eiichiro Sumita
Demo
Powerset’s Natural Language Wikipedia Search Engine / 67
Tim Converse, Ronald M. Kaplan, Barney Pell, Scott Prevost, Lorenzo Thione, Chad Walters