R. Ferrer i Cancho and Ricard V. Sole. 2001. The small world of human language. Proceedings of The Royal Society of London. Series B, Biological Sciences, 268(1482):2261--2265, November. Home/Search Document Details and Download
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.... that occur in biology, such as neural networks [6] food webs [7,8] and metabolic networks [9,10] In addition, studies have been made of distribution networks such as airline timetables [11] or blood vessels [12,13] river networks [14] and even networks of semantic linkage between words [15]. There is however one area in which networks have been studied longer than any of these; social networks networks of connections between people have been studied in the sociology literature at least since the 1940s, and possibly earlier, and it is social networks which are the primary topic ....
R. Ferrer i Cancho and R. V. Sole, "The small world of human language", Proc. R. Soc. London B, in press. Also Santa Fe Institute working paper 01--03--016.
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....exploits the representation of a lexicon (the set of all words in a given corpus) as a graph, where the nodes are indexed by words and where cooccurrence is used to establish links between nodes. Such a representation has been studied recently giving rise to a number of topological properties [4]. We consider the idea that higher order correlations between terms can a ect their semantic relations as a di usion process on such a graph. Although there can be exponentially many paths connecting two given nodes in the graph, the use of di usion kernels [7] enables us to obtain the level of ....
....derived from viewing the terms and documents as vertices of a weighted graph. 4 Semantic Similarity as a Di usion Process Graph like structures within data occur frequently in many diverse settings. In the case of language, the topological structure of a lexicon graph has recently been analyzed [4]. Such a graph has nodes indexed by all the terms in the corpus, and the edges are given by the co occurrence between terms in documents of the corpus. Although terms that are connected are likely to have related meaning, terms with a higher degree of separation would not be considered as being ....
R. Ferrer and R.V. Sole. The small world of human language. Proceedings of the Royal Society of London Series B - Biological Sciences, pages 2261-2265, 2001.
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....the semantic activation distance as the number of arcs in theses paths divided by the number of paths. We denote it d # : d # (W2,W3) 1 1) 1=2 (1) d # (W3,W4) 2 1) 2 1) 2 1) 3=3(2) Conceptually, the least common ancestors delimit small concept sets small worlds (see [3]) and provide a convenient access mode to them. They enable to extract a search space of potential semes together with a metric. 3.2.2 The Semantic Proximity The semantic proximity between two words, M and N,usessetsof asymmetric ancestors that we call the Least Asymmetric Ancestors, LAA. ....
Ramon Ferrer I Cancho and Ricard V. Sole, `The small-world of human language', Proceedings of the Royal Society of London, B 268, 2261-- 2266, (2001).
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R. Ferrer i Cancho and Ricard V. Sole. 2001. The small world of human language. Proceedings of The Royal Society of London. Series B, Biological Sciences, 268(1482):2261--2265, November.
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Ferrer i Cancho, R., & Sole, R. V. (2001). The small world of human language. Proceedings of the Royal Society of London, B, 2261--2265.
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Cancho and R. Sole. The small world of human language. Proceedings of the Royal Society of London. Series B, Biological Sciences, 268:2261--2265, Nov. 2001.
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Ramon Ferrer Cancho and Ricard V. Sole, "The small world of human language," 2001, vol. 268, pp. 2261--2266.
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Ferrer i Cancho, R. and Sole, R. V., The small world of human language, Proc. R. Soc. London B 268, 2261-- 2265 (2001).
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Cancho, R. F., and Sol e, R. V. The small world of human language. Proceedings of the Royal Society B 268 (2001), 2261-2266.
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Ramon Ferrer Cancho and Ricard V. Sole, "The small world of human language," 2001, vol. 268, pp. 2261--2266.
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