TY - JOUR
T1 - Towards a Quantum World Wide Web
AU - Aerts, Diederik
AU - Arguelles, Jonito Aerts
AU - Beltran, Lester
AU - Beltran, Lyneth
AU - Distrito, Isaac
AU - Bianchi, Massimiliano Sassoli de
AU - Sozzo, Sandro
AU - Veloz, Tomas
N1 - 20 pages, no figures
PY - 2018/12/15
Y1 - 2018/12/15
N2 - 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.
AB - 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.
KW - Conceptual entities
KW - Context effect
KW - Information retrieval
KW - Interference effects
KW - Quantum structures
KW - World Wide Web
UR - http://www.scopus.com/inward/record.url?scp=85044269630&partnerID=8YFLogxK
U2 - 10.1016/j.tcs.2018.03.019
DO - 10.1016/j.tcs.2018.03.019
M3 - Article
SN - 0304-3975
VL - 752
SP - 116
EP - 131
JO - Theoretical Computer Science
JF - Theoretical Computer Science
ER -