The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Wikify!: linking documents to encyclopedic knowledge
Abstract
This paper introduces the use of Wikipedia as a resource for automatic keyword extraction and word sense disambiguation, and shows how this online encyclopedia can be used to achieve state-of-the-art results on both these tasks. The paper also shows how the two methods can be combined into a system able to automatically enrich a text with links to encyclopedic knowledge. Given an input document, the system identifies the important concepts in the text and automatically links these concepts to the corresponding Wikipedia pages. Evaluations of the system show that the automatic annotations are reliable and hardly distinguishable from manual annotations.
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Citations
Cites
WordNet: a lexical database for English
Miller, G. A. (1995) · Communications of the ACM · doi:10.1145/219717.219748 · Cited by 14,015
Internet encyclopaedias go head to head
Giles, J. (2005) · Nature · doi:10.1038/438900a · Cited by 1,978
Cited by
Demartini, G., Difallah, D. E., & Cudré-Mauroux, P. (2012) · Proceedings of the 21st international conference on World Wide Web · doi:10.1145/2187836.2187900 · Cited by 448
From Word To Sense Embeddings: A Survey on Vector Representations of Meaning
Camacho-Collados, J., & Pilehvar, M. T. (2018) · Journal of Artificial Intelligence Research · doi:10.1613/jair.1.11259 · Cited by 363
Medelyan, O., Milne, D., Legg, C., & Witten, I. H. (2009) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2009.05.004 · Cited by 357
Discovering users' topics of interest on twitter: a first look
Michelson, M., & Macskassy, S. A. (2010) · Proceedings of the fourth workshop on Analytics for noisy unstructured text data · doi:10.1145/1871840.1871852 · Cited by 323
Extracting and mapping industry 4.0 technologies using wikipedia
Chiarello, F., Trivelli, L., Bonaccorsi, A., & Fantoni, G. (2018) · Computers in Industry · doi:10.1016/j.compind.2018.04.006 · Cited by 230
Metadata
- Authors
- Mihalcea, R., & Csomai, A.
- Venue
- Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
- Publisher
- ACM
- Published
- 2007-11-06
- Pages
- 233-242
- OpenAlex
- W2131357087
- Cited by
- 909
- References
- 2
- FWCI
- 23.42
- Type
- conference paper
- Language
- en
- Open access
- closed
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- Mihalcea, R., & Csomai, A. (2007). Wikify!: linking documents to encyclopedic knowledge. Proceedings of the sixteenth ACM conference on Conference on information and knowledge management. https://doi.org/10.1145/1321440.1321475
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
