Serveur d'exploration SRAS

Attention, ce site est en cours de développement !
Attention, site généré par des moyens informatiques à partir de corpus bruts.
Les informations ne sont donc pas validées.

Towards a temporal network analysis of interactive WiFi users(a)

Identifieur interne : 001D97 ( Main/Exploration ); précédent : 001D96; suivant : 001D98

Towards a temporal network analysis of interactive WiFi users(a)

Auteurs : Yan Zhang [République populaire de Chine] ; Lin Wang [République populaire de Chine] ; Yi-Qing Zhang [République populaire de Chine] ; Xiang Li [République populaire de Chine]

Source :

RBID : ISTEX:641F2E9D7CC5AA3AAD732EE3965EDDACAB79E8E0

English descriptors

Abstract

Complex networks are used to depict topological features of complex systems. The structure of a network characterizes the interactions among elements of the system, and facilitates the study of many dynamical processes taking place on it. In previous investigations, the topological infrastructure underlying dynamical systems is simplified as a static and invariable skeleton. However, this assumption cannot cover the temporal features of many time-evolution networks, whose components are evolving and mutating. In this letter, utilizing the log data of WiFi users in a Chinese university campus, we infuse the temporal dimension into the construction of dynamical human contact network. By quantitative comparison with the traditional aggregation approach, we find that the temporal contact network differs in many features, e.g., the reachability, the path length distribution. We conclude that the correlation between temporal path length and duration is not only determined by their definitions, but also influenced by the micro-dynamical features of human activities under certain social circumstance as well. The time order of individuals' interaction events plays a critical role in understanding many dynamical processes via human close proximity interactions studied in this letter. Besides, our study also provides a promising measure to identify the potential superspreaders by distinguishing the nodes functioning as the relay hub.

Url:
DOI: 10.1209/0295-5075/98/68002


Affiliations:


Links toward previous steps (curation, corpus...)


Le document en format XML

<record>
<TEI wicri:istexFullTextTei="biblStruct">
<teiHeader>
<fileDesc>
<titleStmt>
<title xml:lang="en">Towards a temporal network analysis of interactive WiFi users(a)</title>
<author>
<name sortKey="Zhang, Yan" sort="Zhang, Yan" uniqKey="Zhang Y" first="Yan" last="Zhang">Yan Zhang</name>
</author>
<author>
<name sortKey="Wang, Lin" sort="Wang, Lin" uniqKey="Wang L" first="Lin" last="Wang">Lin Wang</name>
</author>
<author>
<name sortKey="Zhang, Yi Qing" sort="Zhang, Yi Qing" uniqKey="Zhang Y" first="Yi-Qing" last="Zhang">Yi-Qing Zhang</name>
</author>
<author>
<name sortKey="Li, Xiang" sort="Li, Xiang" uniqKey="Li X" first="Xiang" last="Li">Xiang Li</name>
</author>
</titleStmt>
<publicationStmt>
<idno type="wicri:source">ISTEX</idno>
<idno type="RBID">ISTEX:641F2E9D7CC5AA3AAD732EE3965EDDACAB79E8E0</idno>
<date when="2012" year="2012">2012</date>
<idno type="doi">10.1209/0295-5075/98/68002</idno>
<idno type="url">https://api.istex.fr/ark:/67375/80W-J7LMNZTP-R/fulltext.pdf</idno>
<idno type="wicri:Area/Istex/Corpus">001044</idno>
<idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Corpus" wicri:corpus="ISTEX">001044</idno>
<idno type="wicri:Area/Istex/Curation">001044</idno>
<idno type="wicri:Area/Istex/Checkpoint">000507</idno>
<idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Checkpoint">000507</idno>
<idno type="wicri:doubleKey">0295-5075:2012:Zhang Y:towards:a:temporal</idno>
<idno type="wicri:source">ISTEX</idno>
<idno type="RBID">ISTEX:26A546A4AE5267C5804E4E4D116F38458BD95355</idno>
<idno type="url">https://api.istex.fr/ark:/67375/0T8-V1T3KDJR-F/fulltext.pdf</idno>
<idno type="wicri:Area/Istex/Corpus">000785</idno>
<idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Corpus" wicri:corpus="ISTEX">000785</idno>
<idno type="wicri:Area/Istex/Curation">000785</idno>
<idno type="wicri:Area/Istex/Checkpoint">000506</idno>
<idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Checkpoint">000506</idno>
<idno type="wicri:doubleKey">0295-5075:2012:Zhang Y:towards:a:temporal</idno>
<idno type="wicri:Area/Main/Merge">001E21</idno>
<idno type="wicri:Area/Main/Curation">001D97</idno>
<idno type="wicri:Area/Main/Exploration">001D97</idno>
</publicationStmt>
<sourceDesc>
<biblStruct>
<analytic>
<title level="a" type="main" xml:lang="en">Towards a temporal network analysis of interactive WiFi users
<hi rend="superscript">(a)</hi>
</title>
<author>
<name sortKey="Zhang, Yan" sort="Zhang, Yan" uniqKey="Zhang Y" first="Yan" last="Zhang">Yan Zhang</name>
<affiliation wicri:level="1">
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Adaptive Networks and Control Lab, Department of Electronic Engineering, Fudan University Shanghai 200433</wicri:regionArea>
<wicri:noRegion>Fudan University Shanghai 200433</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Wang, Lin" sort="Wang, Lin" uniqKey="Wang L" first="Lin" last="Wang">Lin Wang</name>
<affiliation wicri:level="1">
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Adaptive Networks and Control Lab, Department of Electronic Engineering, Fudan University Shanghai 200433</wicri:regionArea>
<wicri:noRegion>Fudan University Shanghai 200433</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Zhang, Yi Qing" sort="Zhang, Yi Qing" uniqKey="Zhang Y" first="Yi-Qing" last="Zhang">Yi-Qing Zhang</name>
<affiliation wicri:level="1">
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Adaptive Networks and Control Lab, Department of Electronic Engineering, Fudan University Shanghai 200433</wicri:regionArea>
<wicri:noRegion>Fudan University Shanghai 200433</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Li, Xiang" sort="Li, Xiang" uniqKey="Li X" first="Xiang" last="Li">Xiang Li</name>
<affiliation wicri:level="1">
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Adaptive Networks and Control Lab, Department of Electronic Engineering, Fudan University Shanghai 200433</wicri:regionArea>
<wicri:noRegion>Fudan University Shanghai 200433</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1">
<country wicri:rule="url">République populaire de Chine</country>
</affiliation>
</author>
</analytic>
<monogr></monogr>
<series>
<title level="j" type="main">EPL</title>
<title level="j" type="abbrev">EPL</title>
<title level="j" type="publisher-id">epl</title>
<idno type="ISSN">0295-5075</idno>
<idno type="eISSN">1286-4854</idno>
<imprint>
<publisher>EPS, SIF, EDP Sciences and IOP Publishing</publisher>
<date type="Final-Published" when="2012-06-21">2012-06-21</date>
<date type="Published" when="2012-06">2012-06</date>
<date type="ePublished" when="2012-06-20">2012-06-20</date>
<date type="Published" when="2012-06-20">2012-06-20</date>
<biblScope unit="vol">98</biblScope>
<biblScope unit="issue">6</biblScope>
<biblScope unit="page-count">6</biblScope>
</imprint>
<idno type="ISSN">0295-5075</idno>
</series>
</biblStruct>
</sourceDesc>
<seriesStmt>
<idno type="ISSN">0295-5075</idno>
</seriesStmt>
</fileDesc>
<profileDesc>
<textClass>
<keywords scheme="Teeft" xml:lang="en">
<term>Average reachability</term>
<term>Chinese university campus</term>
<term>Complex networks</term>
<term>Complex systems</term>
<term>Contact network</term>
<term>Curriculum schedules</term>
<term>Data points</term>
<term>Digital traces</term>
<term>Direct method</term>
<term>Dynamical</term>
<term>Dynamical processes</term>
<term>Dynamical systems</term>
<term>Edge links</term>
<term>Human activities</term>
<term>Human contact networks</term>
<term>Human cpis</term>
<term>Human proximity contact</term>
<term>Interaction events</term>
<term>Interactive wifi users</term>
<term>Invariable skeleton</term>
<term>Joint probability distribution</term>
<term>Least number</term>
<term>Limited number</term>
<term>Longitudinal data</term>
<term>Many features</term>
<term>Many networks</term>
<term>Mobile devices</term>
<term>Network construction</term>
<term>Network reachability</term>
<term>Node</term>
<term>Nontrivial clusters</term>
<term>Observation period</term>
<term>Observation time</term>
<term>Path duration</term>
<term>Path length</term>
<term>Path length distribution</term>
<term>Phys</term>
<term>Positive correlation</term>
<term>Potential superspreaders</term>
<term>Previous investigations</term>
<term>Promising measure</term>
<term>Proximity interactions</term>
<term>Quantitative comparison</term>
<term>Reachability</term>
<term>Shortest path length</term>
<term>Social circumstances</term>
<term>Sociopatterns project</term>
<term>Teaching buildings</term>
<term>Temporal</term>
<term>Temporal contact network</term>
<term>Temporal contacts</term>
<term>Temporal dimension</term>
<term>Temporal features</term>
<term>Temporal information</term>
<term>Temporal network analysis</term>
<term>Temporal networks</term>
<term>Temporal path duration</term>
<term>Temporal path length</term>
<term>Temporal perspective</term>
<term>Temporal version</term>
<term>Time order</term>
<term>Time period</term>
<term>Time window</term>
<term>Topological infrastructure</term>
<term>University members</term>
<term>Upper right corner</term>
<term>User</term>
<term>Vector clocks</term>
<term>Weekly level</term>
<term>Whole dataset</term>
<term>Wifi</term>
<term>Wifi control system</term>
<term>Wifi system</term>
<term>Wifi users</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">Complex networks are used to depict topological features of complex systems. The structure of a network characterizes the interactions among elements of the system, and facilitates the study of many dynamical processes taking place on it. In previous investigations, the topological infrastructure underlying dynamical systems is simplified as a static and invariable skeleton. However, this assumption cannot cover the temporal features of many time-evolution networks, whose components are evolving and mutating. In this letter, utilizing the log data of WiFi users in a Chinese university campus, we infuse the temporal dimension into the construction of dynamical human contact network. By quantitative comparison with the traditional aggregation approach, we find that the temporal contact network differs in many features, e.g., the reachability, the path length distribution. We conclude that the correlation between temporal path length and duration is not only determined by their definitions, but also influenced by the micro-dynamical features of human activities under certain social circumstance as well. The time order of individuals' interaction events plays a critical role in understanding many dynamical processes via human close proximity interactions studied in this letter. Besides, our study also provides a promising measure to identify the potential superspreaders by distinguishing the nodes functioning as the relay hub.</div>
</front>
</TEI>
<affiliations>
<list>
<country>
<li>République populaire de Chine</li>
</country>
</list>
<tree>
<country name="République populaire de Chine">
<noRegion>
<name sortKey="Zhang, Yan" sort="Zhang, Yan" uniqKey="Zhang Y" first="Yan" last="Zhang">Yan Zhang</name>
</noRegion>
<name sortKey="Li, Xiang" sort="Li, Xiang" uniqKey="Li X" first="Xiang" last="Li">Xiang Li</name>
<name sortKey="Li, Xiang" sort="Li, Xiang" uniqKey="Li X" first="Xiang" last="Li">Xiang Li</name>
<name sortKey="Wang, Lin" sort="Wang, Lin" uniqKey="Wang L" first="Lin" last="Wang">Lin Wang</name>
<name sortKey="Zhang, Yi Qing" sort="Zhang, Yi Qing" uniqKey="Zhang Y" first="Yi-Qing" last="Zhang">Yi-Qing Zhang</name>
</country>
</tree>
</affiliations>
</record>

Pour manipuler ce document sous Unix (Dilib)

EXPLOR_STEP=$WICRI_ROOT/Sante/explor/SrasV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 001D97 | SxmlIndent | more

Ou

HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 001D97 | SxmlIndent | more

Pour mettre un lien sur cette page dans le réseau Wicri

{{Explor lien
   |wiki=    Sante
   |area=    SrasV1
   |flux=    Main
   |étape=   Exploration
   |type=    RBID
   |clé=     ISTEX:641F2E9D7CC5AA3AAD732EE3965EDDACAB79E8E0
   |texte=   Towards a temporal network analysis of interactive WiFi users(a)
}}

Wicri

This area was generated with Dilib version V0.6.33.
Data generation: Tue Apr 28 14:49:16 2020. Site generation: Sat Mar 27 22:06:49 2021