Patterns in syntactic dependency networks -: art. no. 051915

被引:170
作者
Cancho, RFI
Solé, RV
Köhler, R
机构
[1] Univ Pompeu Fabra, ICREA, Complex Syst Lab, Barcelona 08003, Spain
[2] Santa Fe Inst, Santa Fe, NM 87501 USA
[3] Univ Trier, D-54268 Trier, Germany
关键词
D O I
10.1103/PhysRevE.69.051915
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Many languages are spoken on Earth. Despite their diversity, many robust language universals are known to exist. All languages share syntax, i.e., the ability of combining words for forming sentences. The origin of such traits is an issue of open debate. By using recent developments from the statistical physics of complex networks, we show that different syntactic dependency networks (from Czech, German, and Romanian) share many nontrivial statistical patterns such as the small world phenomenon, scaling in the distribution of degrees, and disassortative mixing. Such previously unreported features of syntax organization are not a trivial consequence of the structure of sentences, but an emergent trait at the global scale.
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页数:8
相关论文
共 48 条
[1]  
Adamic LA, 1999, LECT NOTES COMPUT SC, V1696, P443
[2]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[3]  
[Anonymous], 1998, GRAD TEXT M, DOI 10.1007/978-1-4612-0619-4_7
[4]  
[Anonymous], 1949, Human behaviour and the principle of least-effort
[5]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[6]   Comment on "Universal behavior of load distribution in scale-free networks" -: art. no. 189803 [J].
Barthélemy, M .
PHYSICAL REVIEW LETTERS, 2003, 91 (18)
[7]  
Bickerton D., 1990, LANGUAGE SPECIES
[8]   A faster algorithm for betweenness centrality [J].
Brandes, U .
JOURNAL OF MATHEMATICAL SOCIOLOGY, 2001, 25 (02) :163-177
[9]  
Cancho RFI, 2003, LECT NOTES PHYS, V625, P114
[10]   The small world of human language [J].
Cancho, RFI ;
Solé, RV .
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2001, 268 (1482) :2261-2265