Towards an Entity–Based Automatic Event Validation
A. Ceroni, und M. Fisichella. Proceedings of the 36th European Conference on IR Research, ECIR 2014, Volume 8416 von Lecture Notes in Computer Science, Seite 605-611. Springer International Publishing, (2014)
DOI: 10.1007/978-3-319-06028-6_64
Zusammenfassung
Event Detection algorithms infer the occurrence of real–world events from natural language text and always require a ground truth for their validation. However, the lack of an annotated and comprehensive ground truth makes the evaluation onerous for humans, who have to manually search for events inside it. In this paper, we envision to automatize the evaluation process by defining the novel problem of Entity–based Automatic Event Validation. We propose a first approach which validates events by estimating the temporal relationships among their representative entities within documents in the Web. Our approach reached a Kappa Statistic of 0.68 when compared with the evaluation of real–world events done by humans. This and other preliminary results motivate further research effort on this novel problem.
Beschreibung
Towards an Entity–Based Automatic Event Validation - Springer
%0 Conference Paper
%1 noKey
%A Ceroni, Andrea
%A Fisichella, Marco
%B Proceedings of the 36th European Conference on IR Research, ECIR 2014
%D 2014
%E Rijke, Maarten
%E Kenter, Tom
%E Vries, ArjenP.
%E Zhai, ChengXiang
%E Jong, Franciska
%E Radinsky, Kira
%E Hofmann, Katja
%I Springer International Publishing
%K automatic based duraark entity event forgetit myown qualimaster validation wikipevent
%P 605-611
%R 10.1007/978-3-319-06028-6_64
%T Towards an Entity–Based Automatic Event Validation
%U http://dx.doi.org/10.1007/978-3-319-06028-6_64
%V 8416
%X Event Detection algorithms infer the occurrence of real–world events from natural language text and always require a ground truth for their validation. However, the lack of an annotated and comprehensive ground truth makes the evaluation onerous for humans, who have to manually search for events inside it. In this paper, we envision to automatize the evaluation process by defining the novel problem of Entity–based Automatic Event Validation. We propose a first approach which validates events by estimating the temporal relationships among their representative entities within documents in the Web. Our approach reached a Kappa Statistic of 0.68 when compared with the evaluation of real–world events done by humans. This and other preliminary results motivate further research effort on this novel problem.
%@ 978-3-319-06027-9
@inproceedings{noKey,
abstract = {Event Detection algorithms infer the occurrence of real–world events from natural language text and always require a ground truth for their validation. However, the lack of an annotated and comprehensive ground truth makes the evaluation onerous for humans, who have to manually search for events inside it. In this paper, we envision to automatize the evaluation process by defining the novel problem of Entity–based Automatic Event Validation. We propose a first approach which validates events by estimating the temporal relationships among their representative entities within documents in the Web. Our approach reached a Kappa Statistic of 0.68 when compared with the evaluation of real–world events done by humans. This and other preliminary results motivate further research effort on this novel problem.},
added-at = {2014-04-08T09:24:03.000+0200},
author = {Ceroni, Andrea and Fisichella, Marco},
biburl = {https://www.bibsonomy.org/bibtex/2eaa555be808507a500fb76a348621b1e/xander71988},
booktitle = {Proceedings of the 36th European Conference on IR Research, ECIR 2014},
description = {Towards an Entity–Based Automatic Event Validation - Springer},
doi = {10.1007/978-3-319-06028-6_64},
editor = {Rijke, Maarten and Kenter, Tom and Vries, ArjenP. and Zhai, ChengXiang and Jong, Franciska and Radinsky, Kira and Hofmann, Katja},
interhash = {62ff3cd22eab89e79bf34ddbcdeba2a8},
intrahash = {eaa555be808507a500fb76a348621b1e},
isbn = {978-3-319-06027-9},
keywords = {automatic based duraark entity event forgetit myown qualimaster validation wikipevent},
pages = {605-611},
publisher = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
timestamp = {2017-01-11T18:22:40.000+0100},
title = {Towards an Entity–Based Automatic Event Validation},
url = {http://dx.doi.org/10.1007/978-3-319-06028-6_64},
volume = 8416,
year = 2014
}