Skip to main content
Top

2017 | OriginalPaper | Chapter

Dependency Scheme for Revise and Reasoning Solution

Authors : Wiwin Suwarningsih, Ayu Purwarianti, Iping Supriana

Published in: Recent Advances on Soft Computing and Data Mining

Publisher: Springer International Publishing

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

search-config
loading …

Abstract

Revising the solution is one step in the cycle of Case-Based Reasoning (CBR). Revising the process is a task to make any improvements to a solution that cannot be reused by a question and answer system. This paper presents a new scheme to improve the solution in question-answer system using the dependency approach between words or phrases. The results of the repair cases should be initially tested to ensure that the obtained solution has met the criteria of a problem. The testing process will be conducted using the search dependency structure of the solution. By using the data of 135 Indonesian sentence English-premises solution in the form of a sentence, the scheme is built to produce an accuracy of 80,74%.

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 Aamodt: cased-based reasoning: foundation issues. In: AICOM, pp. 39–597 (1994) Aamodt: cased-based reasoning: foundation issues. In: AICOM, pp. 39–597 (1994)
2.
go back to reference Acevedo, P.R., Martinez, J.J.F.: Case-based reasoning and system identification for control engineering learning. IEEE Trans. Educ. 51(2), 271–281 (2008)CrossRef Acevedo, P.R., Martinez, J.J.F.: Case-based reasoning and system identification for control engineering learning. IEEE Trans. Educ. 51(2), 271–281 (2008)CrossRef
3.
go back to reference Shimazu, H., Shibata, A., Nihei, K.: Expert guide a conversational case-based reasoning tool for developing mentors in knowledge spaces. Appl. Intell. 14(1), 33–48 (2001)CrossRefMATH Shimazu, H., Shibata, A., Nihei, K.: Expert guide a conversational case-based reasoning tool for developing mentors in knowledge spaces. Appl. Intell. 14(1), 33–48 (2001)CrossRefMATH
4.
go back to reference Salem, A.-B.M., El Bagoury, B.M.: A case-based adaptation model for thyroid cancer diagnosis using neural networks. In: Proceedings of the Sixteenth International FLAIRS Conference, pp. 155–159. AAAI Press (2003) Salem, A.-B.M., El Bagoury, B.M.: A case-based adaptation model for thyroid cancer diagnosis using neural networks. In: Proceedings of the Sixteenth International FLAIRS Conference, pp. 155–159. AAAI Press (2003)
5.
go back to reference Euzenat, J., Valtchev, P.: Similarity-based ontology alignment in OWL-lite. In: de Mantaras and Saitta, pp. 333–337 (2004) Euzenat, J., Valtchev, P.: Similarity-based ontology alignment in OWL-lite. In: de Mantaras and Saitta, pp. 333–337 (2004)
6.
go back to reference Pavel, S.: Ontology matching: state of the art and future challenges. IEEE Trans. Knowl. Data Eng. 25(1), 158–176 (2013)MathSciNetCrossRef Pavel, S.: Ontology matching: state of the art and future challenges. IEEE Trans. Knowl. Data Eng. 25(1), 158–176 (2013)MathSciNetCrossRef
7.
go back to reference Chatterji, S., Sarkar, T.M., Dhang, P., Deb, S., Sarkar, S., Chakraborty, J., Basu, A.: A dependency annotation scheme for Bangla Treebank. Lang. Resour. Eval. 48(3), 443–477 (2014). Springer, NetherlandCrossRef Chatterji, S., Sarkar, T.M., Dhang, P., Deb, S., Sarkar, S., Chakraborty, J., Basu, A.: A dependency annotation scheme for Bangla Treebank. Lang. Resour. Eval. 48(3), 443–477 (2014). Springer, NetherlandCrossRef
8.
go back to reference Irmawati, B., Shindo, H., Matsumoto, Y.: A Dependency annotation scheme for Indonesian, the association for natural language processing, pp: 740–743 (2015) Irmawati, B., Shindo, H., Matsumoto, Y.: A Dependency annotation scheme for Indonesian, the association for natural language processing, pp: 740–743 (2015)
9.
go back to reference Punyakanok, V., Roth, D., Yih, W.: The necessity of syntactic parsing for semantic role labeling. In: Proceedings of CoNLL, pp. 1117–1123 (2004) Punyakanok, V., Roth, D., Yih, W.: The necessity of syntactic parsing for semantic role labeling. In: Proceedings of CoNLL, pp. 1117–1123 (2004)
10.
go back to reference Palmer, M., Gildea, D., Kingsbury, P.: The proposition bank: an annotated corpus of semantic roles. Comput. Linguist. 31(1), 71–106 (2005)CrossRef Palmer, M., Gildea, D., Kingsbury, P.: The proposition bank: an annotated corpus of semantic roles. Comput. Linguist. 31(1), 71–106 (2005)CrossRef
11.
go back to reference Liu, H., Che, W., Liu, T.: Feature engineering for Chinese semantic role labeling. J. Chin. Inf. Process. 21(1), 79–84 (2007) Liu, H., Che, W., Liu, T.: Feature engineering for Chinese semantic role labeling. J. Chin. Inf. Process. 21(1), 79–84 (2007)
12.
go back to reference Bi, Y., Chen, J.: A study on semantic role labeling of Korean sentence. In: International Conference on Asian Languages Processing, pp. 102–107 (2009) Bi, Y., Chen, J.: A study on semantic role labeling of Korean sentence. In: International Conference on Asian Languages Processing, pp. 102–107 (2009)
13.
go back to reference Gildea, D., Lurafsky, D.: Automatic labeling of semantic roles. Comput. Linguist 28(3), 245–288 (2002)CrossRef Gildea, D., Lurafsky, D.: Automatic labeling of semantic roles. Comput. Linguist 28(3), 245–288 (2002)CrossRef
14.
go back to reference Zhang, M., Che, W., Zhou, G., Aw, A., Tan, C.L., Liu, T., Li, S.: Semantic role labeling using a grammar-driven convolution tree kernel. IEEE Trans. Audio Speech Lang. Process. 16(7), 1315–1329 (2008)CrossRef Zhang, M., Che, W., Zhou, G., Aw, A., Tan, C.L., Liu, T., Li, S.: Semantic role labeling using a grammar-driven convolution tree kernel. IEEE Trans. Audio Speech Lang. Process. 16(7), 1315–1329 (2008)CrossRef
16.
go back to reference Levy, R., Manning, C.D.: Deep dependencies from context-free statistical parsers: correcting the surface dependency approximation. ACL 42, 328–335 (2004) Levy, R., Manning, C.D.: Deep dependencies from context-free statistical parsers: correcting the surface dependency approximation. ACL 42, 328–335 (2004)
17.
go back to reference Zouaq, A., Gagnon, M., Ozell, B.: Semantic analysis using dependency-based grammars and upper-level ontologies. Int. J. Comput. Linguist. Appl. 1(1–2), 234–240 (2010) Zouaq, A., Gagnon, M., Ozell, B.: Semantic analysis using dependency-based grammars and upper-level ontologies. Int. J. Comput. Linguist. Appl. 1(1–2), 234–240 (2010)
18.
go back to reference Boufrida, A., Boufaida, Z.: Automatic rules extraction from medical texts. In: International Workshop on Advanced Information Systems for Enterprises (IWAISE), pp. 29–33 (2014) Boufrida, A., Boufaida, Z.: Automatic rules extraction from medical texts. In: International Workshop on Advanced Information Systems for Enterprises (IWAISE), pp. 29–33 (2014)
Metadata
Title
Dependency Scheme for Revise and Reasoning Solution
Authors
Wiwin Suwarningsih
Ayu Purwarianti
Iping Supriana
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-51281-5_30

Premium Partner