Multilingual Ontology Learning Algorithm for Emails

Majdi Beseiso, Abd Rahim Ahmad, Roslan Ismail, Mohammad Taher

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

The e-mails used for personal or business proposals are becoming more and more difficult to manage. The abundant/overhead of e-mails and the lack of assistance from e-mail clients will certainly lead to losing tracks of information contained in e-mails. The multilingual nature of e-mails makes this situation even worse. In this research, we have explained the necessity for utilizing multilingual ontology learning processes to solve this problem. We have proposed the multilingual ontology learning algorithm for semantic email. The proposed algorithm is designed to handle the unstructured emails. This will lead to intelligent applications and information extraction for email users while keeping the semantic layer opaque to the end user.

Original languageEnglish
Title of host publicationSoft Computing Applications and Intelligent Systems - 2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Proceedings
PublisherSpringer Verlag
Pages229-244
Number of pages16
ISBN (Print)9783642405662
DOIs
Publication statusPublished - 01 Jan 2013
Event2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013 - Shah Alam, Malaysia
Duration: 28 Aug 201329 Aug 2013

Publication series

NameCommunications in Computer and Information Science
Volume378 CCIS
ISSN (Print)1865-0929

Other

Other2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013
CountryMalaysia
CityShah Alam
Period28/08/1329/08/13

Fingerprint

Ontology Learning
Electronic mail
Electronic Mail
Learning algorithms
Ontology
Learning Algorithm
Semantics
Industry
Information Extraction
Learning Process

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Mathematics(all)

Cite this

Beseiso, M., Ahmad, A. R., Ismail, R., & Taher, M. (2013). Multilingual Ontology Learning Algorithm for Emails. In Soft Computing Applications and Intelligent Systems - 2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Proceedings (pp. 229-244). (Communications in Computer and Information Science; Vol. 378 CCIS). Springer Verlag. https://doi.org/10.1007/978-3-642-40567-9_20
Beseiso, Majdi ; Ahmad, Abd Rahim ; Ismail, Roslan ; Taher, Mohammad. / Multilingual Ontology Learning Algorithm for Emails. Soft Computing Applications and Intelligent Systems - 2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Proceedings. Springer Verlag, 2013. pp. 229-244 (Communications in Computer and Information Science).
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abstract = "The e-mails used for personal or business proposals are becoming more and more difficult to manage. The abundant/overhead of e-mails and the lack of assistance from e-mail clients will certainly lead to losing tracks of information contained in e-mails. The multilingual nature of e-mails makes this situation even worse. In this research, we have explained the necessity for utilizing multilingual ontology learning processes to solve this problem. We have proposed the multilingual ontology learning algorithm for semantic email. The proposed algorithm is designed to handle the unstructured emails. This will lead to intelligent applications and information extraction for email users while keeping the semantic layer opaque to the end user.",
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Beseiso, M, Ahmad, AR, Ismail, R & Taher, M 2013, Multilingual Ontology Learning Algorithm for Emails. in Soft Computing Applications and Intelligent Systems - 2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Proceedings. Communications in Computer and Information Science, vol. 378 CCIS, Springer Verlag, pp. 229-244, 2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Shah Alam, Malaysia, 28/08/13. https://doi.org/10.1007/978-3-642-40567-9_20

Multilingual Ontology Learning Algorithm for Emails. / Beseiso, Majdi; Ahmad, Abd Rahim; Ismail, Roslan; Taher, Mohammad.

Soft Computing Applications and Intelligent Systems - 2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Proceedings. Springer Verlag, 2013. p. 229-244 (Communications in Computer and Information Science; Vol. 378 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Beseiso M, Ahmad AR, Ismail R, Taher M. Multilingual Ontology Learning Algorithm for Emails. In Soft Computing Applications and Intelligent Systems - 2nd International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Proceedings. Springer Verlag. 2013. p. 229-244. (Communications in Computer and Information Science). https://doi.org/10.1007/978-3-642-40567-9_20