Towards a quantum World Wide Web

被引:10
|
作者
Aerts, Diederik [1 ]
Arguelles, Jonito Aerts [2 ]
Beltran, Blester [1 ]
Beltran, Lyneth [1 ]
Distrito, Isaac [3 ]
de Bianchi, Massimiliano Sassoli [1 ]
Sozzo, Sandro [4 ,5 ]
Veloz, Tomas [1 ,6 ,7 ]
机构
[1] Brussels Free Univ, Ctr Leo Apostel Interdisciplinary Studies, Krijgskundestr 33, B-1160 Brussels, Belgium
[2] KASK & Conservatory, Jozef Kluyskensstr 2, B-9000 Ghent, Belgium
[3] 2511 Eloriaga St, Manila, Philippines
[4] Univ Leicester, Sch Business, Univ Rd, Leicester LE1 7RH, Leics, England
[5] Univ Leicester, Res Ctr IQSCS, Univ Rd, Leicester LE1 7RH, Leics, England
[6] Univ Andres Bello, Dept Ciencias Biol, Fac Ciencias Biol, Santiago 8370146, Chile
[7] Inst Filosofia & Ciencias Complejidad, Los Alerces 3024, Nunoa, Chile
基金
欧盟地平线“2020”;
关键词
World Wide Web; Conceptual entities; Quantum structures; Information retrieval; Interference effects; Context effect; MODELS; EXPLANATION;
D O I
10.1016/j.tcs.2018.03.019
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We elaborate a quantum model for the meaning associated with corpora of written documents, like the pages forming the World Wide Web. To that end, we are guided by how physicists constructed quantum theory for microscopic entities, which unlike classical objects cannot be fully represented in our spatial theater. We suggest that a similar construction needs to be carried out by linguists and computational scientists, to capture the full meaning carried by collections of documental entities. More precisely, we show how to associate a quantum-like 'entity of meaning' to a 'language entity formed by printed documents', considering the latter as the collection of traces that are left by the former, in specific results of search actions that we describe as measurements. In other words, we offer a perspective where a collection of documents, like the Web, is described as the space of manifestation of a more complex entity - the QWeb - which is the object of our modeling, drawing its inspiration from previous studies on operational-realistic approaches to quantum physics and quantum modeling of human cognition and decision-making. We emphasize that a consistent QWeb model needs to account for the observed correlations between words appearing in printed documents, e.g., co-occurrences, as the latter would depend on the 'meaning connections' existing between the concepts that are associated with these words. In that respect, we show that both 'context and interference (quantum) effects' are generally required to explain all possible probabilities calculated by counting the relative number of documents containing certain words and co-occurrences of words. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:116 / 131
页数:16
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