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Theoria et Historia Scientiarum

Conceptual Refactoring for Creative Information Retrieval
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Conceptual Refactoring for Creative Information Retrieval

Authors

  • Tony Veale

DOI:

https://doi.org/10.12775/ths.2008.005

Keywords

information retrieval, language, concept creation, lexical analogies, lexical metaphors, polysemy, wordnet

Abstract

Information retrieval (IR) is an effective mechanism for text management that has received widespread adoption in the world at large. But it is not a particularly creative mechanism, in the sense of creating new conceptual structures or refactoring existing ones to pull in documents that describe, in novel and inventive ways, a user’s information needs. Since language is a dynamic and highly creative medium of expression, the concepts that one seeks will therefore represent a moving target for IR systems. We argue that only by thinking creatively, and viewing concepts as fluid meaning structures capable of dynamic reorganization, can an IR system effectively retrieve documents that express themselves creatively.

References

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Xu, J., Croft, W. B. Improving the Effectiveness of Information Retrieval using Local Context Analysis. ACM Transactions on Information Systems, vol. 18, number 1. (2000)

Qiu, Y., Frei, H. P. Concept-based Query Expansion. In the proceedings of the ACM SIGIR Int. Conference on Research and Development in Information Retrieval. (1993)

Navigli, R., Velardi, P. An Analysis of Ontology-Based Query Expansion Strategies. In the proceedings of the Int. Workshop on Adaptive Text Extraction and Mining at the 14lh European Conference on Machine Learning. Dubrovnik, Croatia. (2003)

Lakoff, G, Johnson, M. Metaphors We Live By. Uni. of Chicago Press: Chicago (1980)

WordNet documentation, www.princeton.edu/~wn/ (2003)

Peters, W., Peters, I., Vossen, P. Automatic sense clustering in Euro WordNet. In the proceedings of the 1st international conference on Language Resources and Evaluation. Spain (1998)

Peters, I., Peters, P. Extracting Regular Polysemy Patterns in WordNet. Technical Report, University of Sheffield, UK. (2000)

Peters, W., Peters, I. Lexicalized Systematic Polysemy in WordNet. In the proceedings of the 2nd international conference on Language Resources and Evaluation. Athens. (2000)

Colton, S. Creative Logic Programming. In the proceedings of the 3rd Workshop on Creative Systems, held as part of the 18th International Joint Conference on Artificial Intelligence, IJCAI’03, Acapulco, Mexico (2003)

Tony Veale. The Analogical Thesaurus: An Emerging Application at the Juncture of Lexical Metaphor and Information Retrieval. In the proceedings of IAAI 2003, the 2003 International Conference on Innovative Applications of Artificial Intelligence. Acapulco, Mexico (2003)

Tony Veale. Dynamic Type Creation in Metaphor Interpretation and Analogical Reasoning: A Case-Study with WordNet. In the proceedings of ICCS2003, the 2003 International Conference on Conceptual Structures, Dresden, Germany (2003)

Theoria et Historia Scientiarum

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Published

2008-01-02

How to Cite

1.
VEALE, Tony. Conceptual Refactoring for Creative Information Retrieval. Theoria et Historia Scientiarum. Online. 2 January 2008. Vol. 8, no. 1, pp. 73-86. [Accessed 11 April 2026]. DOI 10.12775/ths.2008.005.
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Vol. 8 No. 1 (2008): Concepts, categories, and analogy

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