Skip to main content
Top

2017 | OriginalPaper | Chapter

A Graphical Model for Football Story Snippet Synthesis from Large Scale Commentary

Authors : Anirudh Vyas, Sangram Gaikwad, Chiranjoy Chattopadhyay

Published in: Pattern Recognition and Machine Intelligence

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Sports Commentaries offer sparse and redundant information in a lengthy format. Patterns can be observed in news articles written by sports journalists. In this paper, we propose a graphical method to synthesise story snippet from football match commentaries. Our model effectively extracts important information from lengthy text documents. Experimental study reveals that our model closely matches with human expectations. Both qualitative and quantitative analysis proves the effectiveness of our proposed method.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Bouayad-Agha, N., Casamayor, G., Mille, S., Wanner, L.: Perspective-oriented generation of football match summaries: old tasks, new challenges. ACM Trans. Speech Lang. Process. 9(2), 3:1–3:31 (2012)CrossRef Bouayad-Agha, N., Casamayor, G., Mille, S., Wanner, L.: Perspective-oriented generation of football match summaries: old tasks, new challenges. ACM Trans. Speech Lang. Process. 9(2), 3:1–3:31 (2012)CrossRef
2.
go back to reference Erkan, G., Radev, D.R.: Lexrank: graph-based lexical centrality as salience in text summarization. J. Artif. Intell. Res. 22, 457–479 (2004) Erkan, G., Radev, D.R.: Lexrank: graph-based lexical centrality as salience in text summarization. J. Artif. Intell. Res. 22, 457–479 (2004)
3.
go back to reference Finkel, J.R., Grenager, T., Manning, C.: Incorporating non-local information into information extraction systems by gibbs sampling. In: Proceedings of the rd Annual Meeting on Association for Computational Linguistics, pp. 363–370, ACL 2005 (2005) Finkel, J.R., Grenager, T., Manning, C.: Incorporating non-local information into information extraction systems by gibbs sampling. In: Proceedings of the rd Annual Meeting on Association for Computational Linguistics, pp. 363–370, ACL 2005 (2005)
4.
go back to reference Ganesan, K., Zhai, C., Viegas, E.: Micropinion generation: an unsupervised approach to generating ultra-concise summaries of opinions. In: Proceedings of the 21st international conference on World Wide Web, pp. 869–878. ACM (2012) Ganesan, K., Zhai, C., Viegas, E.: Micropinion generation: an unsupervised approach to generating ultra-concise summaries of opinions. In: Proceedings of the 21st international conference on World Wide Web, pp. 869–878. ACM (2012)
5.
go back to reference Gupta, V., Lehal, G.S.: A survey of text summarization extractive techniques. J. Emerg. Technol. Web Intell. 2(3), 258–268 (2010) Gupta, V., Lehal, G.S.: A survey of text summarization extractive techniques. J. Emerg. Technol. Web Intell. 2(3), 258–268 (2010)
6.
go back to reference Jiang, Z., Li, P., Zhang, Y., Li, X.: Generating semantic concept map for MOOCs. In: International Conference on Educational Data Mining (2016) Jiang, Z., Li, P., Zhang, Y., Li, X.: Generating semantic concept map for MOOCs. In: International Conference on Educational Data Mining (2016)
7.
go back to reference Lin, C.Y.: Rouge: a package for automatic evaluation of summaries. In: Text Summarization Branches Out: Proceedings of the ACL-2004 Workshop, vol. 8, Barcelona, Spain (2004) Lin, C.Y.: Rouge: a package for automatic evaluation of summaries. In: Text Summarization Branches Out: Proceedings of the ACL-2004 Workshop, vol. 8, Barcelona, Spain (2004)
8.
go back to reference Nichols, J., Mahmud, J., Drews, C.: Summarizing sporting events using twitter. In: Proceedings of the 2012 ACM International Conference on Intelligent User Interfaces, pp. 189–198. ACM (2012) Nichols, J., Mahmud, J., Drews, C.: Summarizing sporting events using twitter. In: Proceedings of the 2012 ACM International Conference on Intelligent User Interfaces, pp. 189–198. ACM (2012)
9.
go back to reference Zhang, J., Yao, J.G., Wan, X.: Toward constructing sports news from live text commentary. In: Proceedings of ACL (2016) Zhang, J., Yao, J.G., Wan, X.: Toward constructing sports news from live text commentary. In: Proceedings of ACL (2016)
Metadata
Title
A Graphical Model for Football Story Snippet Synthesis from Large Scale Commentary
Authors
Anirudh Vyas
Sangram Gaikwad
Chiranjoy Chattopadhyay
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-69900-4_61

Premium Partner