Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2012/paper/524> ?p ?o. }
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- 524 creator kira-radinsky.
- 524 creator sagie-davidovich.
- 524 creator shaul-markovitch.
- 524 type InProceedings.
- 524 label "Learning Causality for News Events Prediction".
- 524 sameAs 524.
- 524 abstract "We present a new methodology for modeling and predicting future news events using machine learning and data mining techniques. Our Pundit algorithm generalizes examples of causality pairs to infer a causality predictor. To obtain precise labeled causality examples, we mine 150 years of news articles, and apply semantic natural language modeling techniques to titles containing certain predefined causality patterns. For generalization, the model uses a vast amount of world knowledge ontologies. Empirical evaluation on real news articles shows that our Pundit algorithm reaches a human-level performance.".
- 524 hasAuthorList authorList.
- 524 isPartOf proceedings.
- 524 keyword "Causality Learning from the Web".
- 524 keyword "Mining Causality from the Web".
- 524 keyword "News Event Prediction".
- 524 title "Learning Causality for News Events Prediction".