Knowledge extraction based on discourse representation theory and linguistic frames

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7603 LNAI, Issue , 2012, Pages 114-129

  Presutti, Valentina ^a   Draicchio, Francesco ^a   Gangemi, Aldo ^a  

^a INSTITUTE OF COGNITIVE SCIENCES AND TECHNOLOGIES   (Italy)

Author keywords

discourse representation theory; frame detection; knowledge extraction; robust ontology design

Indexed keywords

COMPARATIVE EVALUATIONS; DISCOURSE REPRESENTATION THEORY; FRAME DETECTION; KNOWLEDGE EXTRACTION; LINKED DATUM; NATURAL LANGUAGE TEXT; ON-LINE TOOLS; ONTOLOGY DESIGN;

KNOWLEDGE ENGINEERING; KNOWLEDGE MANAGEMENT;

LINGUISTICS;

EID: 84867674858     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33876-2_12     Document Type: Conference Paper

References (24)

1. Augenstein, I., Padó, S., Rudolph, S.: LODifier: Generating Linked Data from Unstructured Text. In: Simperl, E., Cimiano, P., Polleres, A., Corcho, O., Presutti, V. (eds.) ESWC 2012. LNCS, vol. 7295, pp. 210-224. Springer, Heidelberg (2012)
2. Baker, C.F., Ellsworth, M., Erk, K.: Semeval 2007 task 19: frame semantic structure extraction. In: Proceedings of the 4th International Workshop on Semantic Evaluations, SemEval 2007, pp. 99-104. ACL (2007)
3. Blomqvist, E.: OntoCase-Automatic Ontology Enrichment Based on Ontology Design Patterns. In: Bernstein, A., Karger, D.R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 65-80. Springer, Heidelberg (2009)
4. Blomqvist, E., Presutti, V., Daga, E., Gangemi, A.: Experimenting with eXtreme Design. In: Cimiano, P., Pinto, H.S. (eds.) EKAW 2010. LNCS, vol. 6317, pp. 120-134. Springer, Heidelberg (2010)
5. Bos, J.: Wide-Coverage Semantic Analysis with Boxer. In: Bos, J., Delmonte, R. (eds.) Semantics in Text Processing, pp. 277-286. College Publications (2008)
6. Chaudhri, V.K., John, B., Mishra, S., Pacheco, J., Porter, B., Spaulding, A.: Enabling Experts to Build Knowledge Bases from Science Textbooks. In: Proceedings of KCAP 2007 (2007)
7. Chen, D., Schneider, N., Das, D., Smith, N.A.: Probabilist frame-semantic parsing. In: Proceedings of NAACL-HLT (2010)
8. Cimiano, P.: Ontology learning and population from text: Algorithms, evaluation and applications. Springer (2006)
9. Cimiano, P., Völker, J.: Text2onto - a framework for ontology learning and datadriven change discovery (2005)
10. Coppola, B., Gangemi, A., Gliozzo, A., Picca, D., Presutti, V.: Frame Detection over the Semantic Web. In: Aroyo, L., Traverso, P., Ciravegna, F., Cimiano, P., Heath, T., Hyvönen, E., Mizoguchi, R., Oren, E., Sabou, M., Simperl, E., et al. (eds.) ESWC 2009. LNCS, vol. 5554, pp. 126-142. Springer, Heidelberg (2009)
11. Das, D., Smith, N.A.: Semi-supervised frame-semantic parsing for unknown predicates. In: Lin, D., Matsumoto, Y., Mihalcea, R. (eds.) ACL, pp. 1435-1444. The Association for Computer Linguistics (2011)
12. Draicchio, F.: Frame-driven Extraction of Linked Data and Ontologies from Text. Master's Thesis, University of Bologna Electronic Press (February 2012), http://amslaurea.unibo.it/3165/
13. Petasis, G., Karkaletsis, V., Paliouras, G., Krithara, A., Zavitsanos, E.: Ontology Population and Enrichment: State of the Art. In: Paliouras, G., Spyropoulos, C.D., Tsatsaronis, G. (eds.) Multimedia Information Extraction. LNCS (LNAI), vol. 6050, pp. 134-166. Springer, Heidelberg (2011)
14. Fillmore, C.J.: Frame semantics, pp. 111-137. Hanshin Publishing Co., Seoul (1982)
15. Heath, T., Bizer, C.: Linked data: Evolving the web into a global data space, 1st edn. Synthesis Lectures on the Semantic Web: Theory and Technology 1:1. Morgan & Claypool (2011)
16. Kamp, H.: A theory of truth and semantic representation. In: Groenendijk, J.A.G., Janssen, T.M.V., Stokhof, M.B.J. (eds.) Formal Methods in the Study of Language, vol. 1, pp. 277-322. Mathematisch Centrum (1981)
17. Maedche, A., Staab, S.: Ontology learning for the semantic web. IEEE Intelligent Systems 16, 72-79 (2001)
18. Magnini, B., Pianta, E., Popescu, O., Speranza, M.: Ontology Population from Textual Mentions: Task Definition and Benchmark. In: Proc. of the 2nd Workshop on Ontology Learning and Population. ACL (2006)
19. Nuzzolese, A.G., Gangemi, A., Presutti, V.: Gathering Lexical Linked Data and Knowledge Patterns from FrameNet. In: Proc. of the 6th International Conference on Knowledge Capture (K-CAP), Banff, Alberta, Canada (2011)
20. Ovchinnikova, E.: Integration of World Knowledge for Natural Language Understanding. Atlantis Press, Springer (2012)
21. Ruppenhofer, J., Ellsworth, M., Petruck, M.R.L., Johnson, C.R., Sceffczyk, J.: Framenet ii: Extended theory and practice (2010)
22. Tanev, H., Magnini, B.: Weakly supervised approaches for ontology population. In: Proceedings of the 2008 Conference on Ontology Learning and Population, pp. 129-143. IOS Press (2008)
23. Witte, R., Khamis, N., Rilling, J.: Flexible Ontology Population from Text: The OwlExporter. In: Calzolari, N., et al. (eds.) LREC, European Language Resources Association (2010)
24. Zhang, Z., Ciravegna, F.: Named Entity Recognition for Ontology Population using Background Knowledge from Wikipedia. In: Wong, W., Liu, W., Bennamoun, M. (eds.) Ontology Learning and Knowledge Discovery Using the Web: Challenges and Recent Advances. IGI Global (2011)