Automated semantic tagging of textual content

IT Professional

Volumn 16, Issue 6, 2014, Pages 38-46

  Jovanovic, Jelena ^a   Bagheri, Ebrahim ^b   Cuzzola, John ^b   Gasevic, Dragan ^c   Jeremic, Zoran ^b   Bashash, Reza ^d  

^a UNIVERSITY OF BELGRADE   (Serbia)

^b RYERSON UNIVERSITY   (Canada)

^c ATHABASCA UNIVERSITY   (Canada)

^d SideBuy Technologies   (Canada)

Author keywords

artificial intelligence; computing methodologies; data analysis; expert and knowledge intensive system tools and techniques; intelligent systems; natural language processing; software; text analysis

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL LINGUISTICS; COMPUTER SOFTWARE; DATA REDUCTION; INDUSTRIAL PLANTS; INFORMATION RETRIEVAL SYSTEMS; INTELLIGENT SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS;

COMPUTING METHODOLOGIES; INNOVATIVE SOLUTIONS; NATURAL LANGUAGE PROCESSING; SEMANTIC TAGGER; SEMANTIC TAGGING; TEXT ANALYSIS; TEXTUAL CONTENT; TOOLS AND TECHNIQUES;

DATA MINING;

EID: 84913596758     PISSN: 15209202     EISSN: None     Source Type: Journal    
DOI: 10.1109/MITP.2014.85     Document Type: Article

References (13)

1. S. Feldman, The Answer Machine: Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, 2012.
2. G.S. Ingersoll, T.S. Morton, and A.L. Farris, Taming Text - How to Find, Organize, and Manipulate It, Manning Publications, 2013.
3. V. Uren et al., "Semantic Annotation for Knowledge Management: Requirements and a Survey of the State of the Art," J. Web Semantics, vol. 4, no. 1, 2005, pp. 14-28.
4. D. Maynard, "Benchmarking Textual Annotation Tools for the Semantic Web," Proc. 6th Int'l Conf. Language Resources and Evaluation, 2008; http://gate.ac.uk/ sale/lrec2008/benchmarking.pdf.
5. M. Cornolti, P. Ferragina, and M. Ciaramita, "A Framework for Benchmarking Entity-Annotation Systems," Proc. 22nd Int'l World Wide Web Conf., 2013, pp. 249-260.
6. D. Milne and I.H. Witten, "An Open-Source Toolkit for Mining Wikipedia," J. Artificial Intelligence, Jan. 2013, pp. 222-239.
7. J. Hoffart et al., "Robust Disambiguation of Named Entities in Text," Proc. Conf. Empirical Methods in Natural Language Processing, 2011, pp. 782-792.
8. D. Milne and I.H. Witten, "Learning to Link with Wikipedia," Proc. 17th ACM Conf. Information and Knowledge Management, 2008, pp. 509-518.
9. R. Feldman and J. Sanger, The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data, Cambridge Univ. Press, 2006.
10. P.N. Mendes et al., "DBpedia Spotlight: Shedding Light on the Web of Documents," Proc. 7th Int'l Conf. Semantic Systems, 2011, pp. 1-8.
11. L. Ratinov et al., "Local and Global Algorithms for Disambiguation to Wikipedia," Proc. 49th Annual Meeting of the Assoc. Computational Linguistics: Human Language Technologies, 2011, pp.1375-1384.
12. P. Mihaylov, "D4.5 Integration of Advanced Modules in the Annotation Framework," Deliverable of the No-Tube FP7 EU project (project no. 231761), 2011; http:// notube3.files.wordpress.com/2012/01/notube-d4-5-integration-of-advanced-modules-in-annotationframework- vm33.pdf.
13. J. Cuzzola et al., "Semantic Tagging with Linked Open Data," Proc. 4th Canadian Semantic Web Symp., 2013; http://ceur-ws.org/Vol-1054/paper-13.pdf.