Abstract
Knowledge is an important resource for organisations, and being able to manage it is a key factor for success. New information management and knowledge sharing approaches should be able to cope not only with possible variations in business situations and contexts, but also with various and sometimes discordant viewpoints, which are inherent to collaborative environments. Developing, reusing and maintaining common interpretations of available information is crucial to support real-word organisational activities. The particularly challenging problem of knowledge elicitation is tackled here combining terminological and knowledge representation views. A corpus-based conceptual modelling architecture was designed and discussed together with the workflows for real-time context retrieval and lexical pattern discovery. The practical implementation and validation of this work are accomplished on the ConceptME system, a platform developed as part of this research line, providing knowledge and terminological tools and resources to support activities that involve collaborative conceptualisation processes according to the ColBlend method.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Aussenac-Gilles, N., Biébow, B., Szulman, S.: Corpus Analysis for Conceptual Modelling (2000)
Aussenac-Gilles, N., Biébow, B., Szulman, S.: Revisiting Ontology Design: A Method Based on Corpus Analysis. In: Dieng, R., Corby, O. (eds.) EKAW 2000. LNCS (LNAI), vol. 1937, pp. 172–188. Springer, Heidelberg (2000)
Buitelaar, P., Magnini, B.: Ontology Learning from Text: An Overview. In: Paul Buitelaar, P., Cimiano, P., Magnini, B. (eds.) Ontology Learning from Text: Methods, Applications and Evaluation, pp. 3–12 (2005)
Buitelaar, P., Cimiano, P., Haase, P., Sintek, M.: Towards Linguistically Grounded Ontologies. In: Aroyo, L., Traverso, P., Ciravegna, F., Cimiano, P., Heath, T., Hyvönen, E., Mizoguchi, R., Oren, E., Sabou, M., Simperl, E. (eds.) ESWC 2009. LNCS, vol. 5554, pp. 111–125. Springer, Heidelberg (2009)
Camarinha-Matos, L.M., Afsarmanesh, H., Galeano, N., Molina, A.: Collaborative Networked Organizations – Concepts and Practice in Manufacturing Enterprises. Computers & Industrial Engineering 57(1), 46–60 (2009), doi:10.1016/j.cie.2008.11.024
Camarinha-Matos, L.M., Afsarmanesh, H.: Collaborative Networks. In: Wang, K., Kovacs, G., Wozny, M., Fang, M. (eds.) Knowledge Enterprise: Intelligent Strategies in Product Design, Manufacturing, and Management. IFIP, vol. 207, pp. 26–40. Springer, Boston (2006), http://dx.doi.org/10.1007/0-387-34403-9_4
Ceausu, V., Desprès, S., et al.: Learning term to concept mapping through verbs: a case study. Citeseer (2009)
Gillam, L., Tariq, M., Ahmad, K.: Terminology and the Construction of Ontology. Terminology 11, 55–81 (2005)
Hevner, A.R., March, S.T., Park, J., Ram, S.: Design Science in Information Systems Research. MIS Q. 28(1), 75–105 (2004)
Hjørland, B.: Semantics and Knowledge Organization. Annual Review of Information Science and Technology 41(1), 367–405 (2008)
Horrocks, I.: Semantic web: the story so far. In: Proceedings of the 2007 International Cross-Disciplinary Conference on Web Accessibility (W4A), New York, NY, USA, pp. 120–125 (2007)
Costa, L., Sousa, C., Soares, A.L., Pereira, C.: ConceptME: Gestão colaborativa de modelos conceptuais. 11th Conferência da Associação Portuguesa de Sistemas de Informação (2011)
Baroni, M., Murphy, B., Barbu, E., Poesio, M.: Strudel: A corpus-based semantic model based on properties and types. Cognitive Science 34(2), 222–254 (2010)
McEnery, T., Wilson, A.: Corpus Linguistics: An Introduction. Edinburgh University Press (1996)
Nabila, N.F., et al.: Enriching non-taxonomic relations extracted from domain texts. In: 2011 International Conference on Semantic Technology and Information Retrieval (STAIR), pp. 99–105. IEEE (2011)
Nonaka, I.: A dynamic theory of organisational knowledge creation. Organisation Science 5, 14–37 (1994)
Pereira, C., Soares, A.L.: Ontology Development in Collaborative Networks as a Process of Social Construction of Meaning. In: Meersman, R., Tari, Z., Herrero, P. (eds.) OTM-WS 2008. LNCS, vol. 5333, pp. 605–614. Springer, Heidelberg (2008)
Pereira, C., Sousa, C., Soares, A.L.: Supporting Conceptualisation Processes in Collaborative Networks: a Case Study on an R&D Project. International Journal of Computer Integrated Manufacturing, 1–21 (July 2, 2012), doi:10.1080/0951192X.2012.684714
Sá, C., Pereira, C., Soares, A.L.: Supporting Collaborative Conceptualization Tasks through a Semantic Wiki Based Platform. In: Meersman, R., Dillon, T., Herrero, P. (eds.) OTM 2010. LNCS, vol. 6428, pp. 394–403. Springer, Heidelberg (2010)
Sarawagi, S.: Information Extraction. Found. Trends Databases 1(3), 261–377 (2008)
Sinclair, J.: Corpus, concordance, collocation. Oxford University Press (1991)
Sousa, C., Soares, A., Pereira, C., Costa, R.: Supporting the Identification of Conceptual Relations in Semi-formal Ontology Development. In: ColabTKR 2012 - Terminology and Knowledge Representation Workshop at International Conference on Language Resources and Evaluation, Istanbul, Turkey (2012)
Swidler, A., Arditi, J.: The New Sociology of Knowledge. Annual Review of Sociology 20(1), 305–329 (1994), doi:10.1146/annurev.so.20.080194.001513
Yu-Liang, C.: Elicitation synergy of extracting conceptual tags and hierarchies in textual document. Expert Systems with Applications 32(2), 349–357 (2007)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Sousa, C., Pereira, C., Soares, A. (2013). Collaborative Elicitation of Conceptual Representations: A Corpus-Based Approach. In: Rocha, Á., Correia, A., Wilson, T., Stroetmann, K. (eds) Advances in Information Systems and Technologies. Advances in Intelligent Systems and Computing, vol 206. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-36981-0_11
Download citation
DOI: https://doi.org/10.1007/978-3-642-36981-0_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-36980-3
Online ISBN: 978-3-642-36981-0
eBook Packages: EngineeringEngineering (R0)