Araştırma Makalesi

A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT

Cilt: 7 Sayı: 1 1 Haziran 2012
  • Domenico Consolı
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A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT

Öz

Nowadays, in a social and semantic context, the web contains millions of data, generic information and opinions. The semantic techonology, using specific ontologies, is very important to represent the web knowledge and to understand the meaning of online textual information. To extract useful knowledge and sentiment (positivity or negativity) of opinions it is necessary to have a model that interpreters this information from both semantic and sentiment point of view. In this paper, after the analysis of the web semantic architecture, we describe a framework of sentiment analysis to interpret and extract the sentiment of opinions expressed by people about a product/service, public administrator or law.  

Anahtar Kelimeler

Kaynakça

  1. Boley H., Tabet S. and Wagner G. (2001). “Design Rationale of RuleML: A Markup Language for Semantic Web Rules”. In Proc. Semantic Web Working Symposium (SWWS’01), Stanford University, July/August 2001, pp. 381-401
  2. Boucouvalas A. and Zhe X. (2002). “Text-to emotion engine for real time internet communication”, in Proceedings of International Symposium on CSNDSP. UK: Staffordshire University, 2002, pp. 164-168
  3. Brickley D., Guha R.V. (2003). “RDF Vocabulary Description Language 1.0 : RDF Schema”,W3C Working Draft 23 January 2003 available online at http://www.w3.org/TR/rdf-schema/
  4. Consoli D., Diamantini C. and Potena D. (2008). "Improving the customer intelligence with Customer enterprise Customer model". In Proc. of the 10th International Conference on Enterprise Information Systems, Software Agents and Internet Computing (SAIC), Barcelona, Spain, June 12-16 2008, pp. 323- 326.
  5. Consoli D., Diamantini C., Potena D. (2009a). "Knowledge Mining from web customer opinions to improve enterprise product". In Proceedings 2th International Conference on Mathematics and Informatics, Bacau, September 8-10 2009, Vol. 19 (2009), n. 2, pp. 163-178
  6. Consoli D., Diamantini C., Potena D. (2009b). "Affective algorithm to polarize customer opinions" In Proc. of the 11th International Conference on Enterprise Information Systems, Human-Computer Interaction (HCI), Milan, Italy, May 6-10 2009, pp. 157-160.
  7. Dean M. and Schreiber G. (2003). "Web Ontology Language (OWL) Reference Version 1.0", W3C Working Draft, 21 Febbraio 2003 available online at http://www.w3.org/TR/owl-ref/
  8. Ekman P. (2007).“Emotions Revealed: Recognizing Faces and Feelings to Improve Communication and Emotional Life” NY: OWL Books, 2007.

Ayrıntılar

Birincil Dil

İngilizce

Konular

-

Bölüm

Araştırma Makalesi

Yazarlar

Domenico Consolı Bu kişi benim

Yayımlanma Tarihi

1 Haziran 2012

Gönderilme Tarihi

15 Şubat 2015

Kabul Tarihi

-

Yayımlandığı Sayı

Yıl 2012 Cilt: 7 Sayı: 1

Kaynak Göster

APA
Consolı, D. (2012). A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT. Bilgi Ekonomisi ve Yönetimi Dergisi, 7(1), 5-19. https://izlik.org/JA43ZY74DK
AMA
1.Consolı D. A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT. BEYDER. 2012;7(1):5-19. https://izlik.org/JA43ZY74DK
Chicago
Consolı, Domenico. 2012. “A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT”. Bilgi Ekonomisi ve Yönetimi Dergisi 7 (1): 5-19. https://izlik.org/JA43ZY74DK.
EndNote
Consolı D (01 Haziran 2012) A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT. Bilgi Ekonomisi ve Yönetimi Dergisi 7 1 5–19.
IEEE
[1]D. Consolı, “A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT”, BEYDER, c. 7, sy 1, ss. 5–19, Haz. 2012, [çevrimiçi]. Erişim adresi: https://izlik.org/JA43ZY74DK
ISNAD
Consolı, Domenico. “A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT”. Bilgi Ekonomisi ve Yönetimi Dergisi 7/1 (01 Haziran 2012): 5-19. https://izlik.org/JA43ZY74DK.
JAMA
1.Consolı D. A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT. BEYDER. 2012;7:5–19.
MLA
Consolı, Domenico. “A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT”. Bilgi Ekonomisi ve Yönetimi Dergisi, c. 7, sy 1, Haziran 2012, ss. 5-19, https://izlik.org/JA43ZY74DK.
Vancouver
1.Domenico Consolı. A MODEL TO EXTRACT SENTIMENTAL KNOWLEDGE IN A SEMANTIC WEB CONTEXT. BEYDER [Internet]. 01 Haziran 2012;7(1):5-19. Erişim adresi: https://izlik.org/JA43ZY74DK