The new science of complex systems through ultrametric analysis

Application to search and discovery, to narrative and to thinking

Research output: Contribution to journalArticle

9 Citations (Scopus)

Abstract

We summarize some areas of great potential for data analytics based on ultrametric topology. These areas include search and discovery, in a way that is computationally efficient and scalable, as well as with demonstrated effectiveness. Further areas discussed are the analysis and synthesis of narrative. We conclude with a preliminary description of work on emotion that has developed out of our work on narrative.

Original languageEnglish
Pages (from-to)326-337
Number of pages12
JournalP-Adic Numbers, Ultrametric Analysis, and Applications
Volume5
Issue number4
DOIs
Publication statusPublished - 1 Oct 2013
Externally publishedYes

Fingerprint

Complex Systems
Synthesis
Topology
Narrative
Emotion

Cite this

@article{99dc59fe8dcb4b148f1cb13200e33fdf,
title = "The new science of complex systems through ultrametric analysis: Application to search and discovery, to narrative and to thinking",
abstract = "We summarize some areas of great potential for data analytics based on ultrametric topology. These areas include search and discovery, in a way that is computationally efficient and scalable, as well as with demonstrated effectiveness. Further areas discussed are the analysis and synthesis of narrative. We conclude with a preliminary description of work on emotion that has developed out of our work on narrative.",
keywords = "Baire metric, correspondence analysis, data analytics, proximity, random projection, semantics, textual narrative, ultrametric topology",
author = "F. Murtagh",
year = "2013",
month = "10",
day = "1",
doi = "10.1134/S2070046613040067",
language = "English",
volume = "5",
pages = "326--337",
journal = "P-Adic Numbers, Ultrametric Analysis, and Applications",
issn = "2070-0466",
publisher = "Springer Science + Business Media",
number = "4",

}

TY - JOUR

T1 - The new science of complex systems through ultrametric analysis

T2 - Application to search and discovery, to narrative and to thinking

AU - Murtagh, F.

PY - 2013/10/1

Y1 - 2013/10/1

N2 - We summarize some areas of great potential for data analytics based on ultrametric topology. These areas include search and discovery, in a way that is computationally efficient and scalable, as well as with demonstrated effectiveness. Further areas discussed are the analysis and synthesis of narrative. We conclude with a preliminary description of work on emotion that has developed out of our work on narrative.

AB - We summarize some areas of great potential for data analytics based on ultrametric topology. These areas include search and discovery, in a way that is computationally efficient and scalable, as well as with demonstrated effectiveness. Further areas discussed are the analysis and synthesis of narrative. We conclude with a preliminary description of work on emotion that has developed out of our work on narrative.

KW - Baire metric

KW - correspondence analysis

KW - data analytics

KW - proximity

KW - random projection

KW - semantics

KW - textual narrative

KW - ultrametric topology

UR - http://www.scopus.com/inward/record.url?scp=84928889903&partnerID=8YFLogxK

U2 - 10.1134/S2070046613040067

DO - 10.1134/S2070046613040067

M3 - Article

VL - 5

SP - 326

EP - 337

JO - P-Adic Numbers, Ultrametric Analysis, and Applications

JF - P-Adic Numbers, Ultrametric Analysis, and Applications

SN - 2070-0466

IS - 4

ER -