Towards a quantum World Wide Web

Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran, Lyneth Beltran, Isaac Distrito, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz

Research output: Contribution to journalArticlepeer-review

7 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)116-131
Number of pages16
JournalTheoretical Computer Science
Volume752
DOIs
Publication statusAccepted/In press - 1 Jan 2018

Keywords

  • Conceptual entities
  • Context effect
  • Information retrieval
  • Interference effects
  • Quantum structures
  • World Wide Web

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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