A Prototype Crowdsourcing Approach for Document Summarization Service

Abstract : This paper proposes a crowdsourcing approach for informative document summarization service. It first captures the task of summarizing a lengthy document as a bi-objective combinatorial optimization problem. One objective function to be minimized is the time to comprehend the summary, and the other one to be maximized is the amount of information content remaining in it. The solution space of the problem is composed of various combinations of candidate condensed elements covering the whole document as a set. Since it is not easy for a computer algorithm to create condensed elements of different lengths which are natural and easy for a human to comprehend, as well as to evaluate the two objective functions for any possible summary, these sub-tasks are crowdsourced to human contributors. The rest of the approach is handled by a computer algorithm. How the approach functions is tested by a laboratory experiment using a pilot system implemented as a web application.
Type de document :
Communication dans un congrès
Vittal Prabhu; Marco Taisch; Dimitris Kiritsis. 20th Advances in Production Management Systems (APMS), Sep 2013, State College, PA, United States. Springer, IFIP Advances in Information and Communication Technology, AICT-415 (Part II), pp.435-442, 2013, Advances in Production Management Systems. Sustainable Production and Service Supply Chains. 〈10.1007/978-3-642-41263-9_54〉
Liste complète des métadonnées

Littérature citée [11 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01449751
Contributeur : Hal Ifip <>
Soumis le : lundi 30 janvier 2017 - 16:45:26
Dernière modification le : vendredi 1 décembre 2017 - 01:15:33

Fichier

978-3-642-41263-9_54_Chapter.p...
Fichiers produits par l'(les) auteur(s)

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Hajime Mizuyama, Keishi Yamashita, Kenji Hitomi, Michiko Anse. A Prototype Crowdsourcing Approach for Document Summarization Service. Vittal Prabhu; Marco Taisch; Dimitris Kiritsis. 20th Advances in Production Management Systems (APMS), Sep 2013, State College, PA, United States. Springer, IFIP Advances in Information and Communication Technology, AICT-415 (Part II), pp.435-442, 2013, Advances in Production Management Systems. Sustainable Production and Service Supply Chains. 〈10.1007/978-3-642-41263-9_54〉. 〈hal-01449751〉

Partager

Métriques

Consultations de la notice

32

Téléchargements de fichiers

10