Ebrahim Bagheri – Publication Page

Automated Semantic Tagging of Textual Content

Jelena Jovanovic and Ebrahim Bagheri and John Cuzzola and Dragan Gasevic and Zoran Jeremic and Reza Bashash
Reference:
Jelena Jovanovic; Ebrahim Bagheri; John Cuzzola; Dragan Gasevic; Zoran Jeremic and Reza Bashash Automated Semantic Tagging of Textual Content. In IEEE IT Professional, 16 (6): 38-46, 2014.
Links to Publication:
Abstract:
Motivated by a continually increasing demand for applications that depend on machine comprehension of text-based content, researchers, in both academia and industry, have developed innovative solutions for automated information extraction from text. In this article, we focus on a subset of such tools - i.e., semantic taggers - that not only extract and disambiguate entities mentioned in the text, but also identify topics that unambiguously describe the text's main themes. We offer insight into the process of semantic tagging, the capabilities and specificities of today's semantic taggers, and also indicate some of the criteria to be considered when choosing a tagger to use.
Bibtex Entry:
@article{ITPRO2014, author = {Jelena Jovanovic and Ebrahim Bagheri and John Cuzzola and Dragan Gasevic and Zoran Jeremic and Reza Bashash}, title = {Automated Semantic Tagging of Textual Content}, journal = {IEEE IT Professional}, volume = {16}, number = {6}, pages = {38-46}, year = {2014}, ee = {}, abstract = {Motivated by a continually increasing demand for applications that depend on machine comprehension of text-based content, researchers, in both academia and industry, have developed innovative solutions for automated information extraction from text. In this article, we focus on a subset of such tools - i.e., semantic taggers - that not only extract and disambiguate entities mentioned in the text, but also identify topics that unambiguously describe the text's main themes. We offer insight into the process of semantic tagging, the capabilities and specificities of today's semantic taggers, and also indicate some of the criteria to be considered when choosing a tagger to use.} }




Powered by WordPress