An information-theory approach to geometry for animal groups

One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution....

Full description

Saved in:
Bibliographic Details
Published inAnimal cognition Vol. 23; no. 4; pp. 807 - 817
Main Authors Dahl, Christoph D., Ferrando, Elodie, Zuberbühler, Klaus
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.07.2020
Springer Nature B.V
Subjects
Online AccessGet full text
ISSN1435-9448
1435-9456
1435-9456
DOI10.1007/s10071-020-01374-3

Cover

Loading…
Abstract One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution. Likewise, advances in computing power have enabled new levels of data analyses with complex mathematical models to address unresolved problems in animal behaviour, such as the nature of group geometry and the impact of group-level interactions on individuals. Here, we present an information theory-based tool for the analysis of group behaviour. We illustrate its affordances with GPS data collected from a freely interacting pack of 15 Siberian huskies ( Canis lupus familiaris ). We found that individual freedom in movement decisions was limited to about 4%, while a subject’s location could be predicted with 96% median accuracy by the locations of other group members. Dominant individuals were less affected by other individuals’ locations than subordinate ones, and same-sex individuals influenced each other more strongly than opposite-sex individuals. We also found that kinship relationships increased the mutual dependencies of individuals. Moreover, the network stability of the pack deteriorated with an upcoming feeding event. Together, we conclude that information theory-based approaches, coupled with state-of-the-art bio-logging technology, provide a powerful tool for future studies of animal social interactions beyond the dyadic level.
AbstractList One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution. Likewise, advances in computing power have enabled new levels of data analyses with complex mathematical models to address unresolved problems in animal behaviour, such as the nature of group geometry and the impact of group-level interactions on individuals. Here, we present an information theory-based tool for the analysis of group behaviour. We illustrate its affordances with GPS data collected from a freely interacting pack of 15 Siberian huskies (Canis lupus familiaris). We found that individual freedom in movement decisions was limited to about 4%, while a subject’s location could be predicted with 96% median accuracy by the locations of other group members. Dominant individuals were less affected by other individuals’ locations than subordinate ones, and same-sex individuals influenced each other more strongly than opposite-sex individuals. We also found that kinship relationships increased the mutual dependencies of individuals. Moreover, the network stability of the pack deteriorated with an upcoming feeding event. Together, we conclude that information theory-based approaches, coupled with state-of-the-art bio-logging technology, provide a powerful tool for future studies of animal social interactions beyond the dyadic level.
One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution. Likewise, advances in computing power have enabled new levels of data analyses with complex mathematical models to address unresolved problems in animal behaviour, such as the nature of group geometry and the impact of group-level interactions on individuals. Here, we present an information theory-based tool for the analysis of group behaviour. We illustrate its affordances with GPS data collected from a freely interacting pack of 15 Siberian huskies ( Canis lupus familiaris ). We found that individual freedom in movement decisions was limited to about 4%, while a subject’s location could be predicted with 96% median accuracy by the locations of other group members. Dominant individuals were less affected by other individuals’ locations than subordinate ones, and same-sex individuals influenced each other more strongly than opposite-sex individuals. We also found that kinship relationships increased the mutual dependencies of individuals. Moreover, the network stability of the pack deteriorated with an upcoming feeding event. Together, we conclude that information theory-based approaches, coupled with state-of-the-art bio-logging technology, provide a powerful tool for future studies of animal social interactions beyond the dyadic level.
One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution. Likewise, advances in computing power have enabled new levels of data analyses with complex mathematical models to address unresolved problems in animal behaviour, such as the nature of group geometry and the impact of group-level interactions on individuals. Here, we present an information theory-based tool for the analysis of group behaviour. We illustrate its affordances with GPS data collected from a freely interacting pack of 15 Siberian huskies (Canis lupus familiaris). We found that individual freedom in movement decisions was limited to about 4%, while a subject's location could be predicted with 96% median accuracy by the locations of other group members. Dominant individuals were less affected by other individuals' locations than subordinate ones, and same-sex individuals influenced each other more strongly than opposite-sex individuals. We also found that kinship relationships increased the mutual dependencies of individuals. Moreover, the network stability of the pack deteriorated with an upcoming feeding event. Together, we conclude that information theory-based approaches, coupled with state-of-the-art bio-logging technology, provide a powerful tool for future studies of animal social interactions beyond the dyadic level.One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in global positioning system (GPS) devices have opened up new avenues for locating animals with unprecedented spatial and temporal resolution. Likewise, advances in computing power have enabled new levels of data analyses with complex mathematical models to address unresolved problems in animal behaviour, such as the nature of group geometry and the impact of group-level interactions on individuals. Here, we present an information theory-based tool for the analysis of group behaviour. We illustrate its affordances with GPS data collected from a freely interacting pack of 15 Siberian huskies (Canis lupus familiaris). We found that individual freedom in movement decisions was limited to about 4%, while a subject's location could be predicted with 96% median accuracy by the locations of other group members. Dominant individuals were less affected by other individuals' locations than subordinate ones, and same-sex individuals influenced each other more strongly than opposite-sex individuals. We also found that kinship relationships increased the mutual dependencies of individuals. Moreover, the network stability of the pack deteriorated with an upcoming feeding event. Together, we conclude that information theory-based approaches, coupled with state-of-the-art bio-logging technology, provide a powerful tool for future studies of animal social interactions beyond the dyadic level.
Author Zuberbühler, Klaus
Ferrando, Elodie
Dahl, Christoph D.
Author_xml – sequence: 1
  givenname: Christoph D.
  orcidid: 0000-0002-4296-1526
  surname: Dahl
  fullname: Dahl, Christoph D.
  email: christoph.dahl@tmu.edu.tw, christoph.d.dahl@gmail.com
  organization: Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, Brain and Consciousness Research Center, Taipei Medical University Shuang-Ho Hospital, Institute of Biology, University of Neuchâtel
– sequence: 2
  givenname: Elodie
  surname: Ferrando
  fullname: Ferrando, Elodie
  organization: Institute of Biology, University of Neuchâtel
– sequence: 3
  givenname: Klaus
  surname: Zuberbühler
  fullname: Zuberbühler, Klaus
  organization: Institute of Biology, University of Neuchâtel, School of Psychology and Neuroscience, University of St Andrews
BackLink https://www.ncbi.nlm.nih.gov/pubmed/32385570$$D View this record in MEDLINE/PubMed
BookMark eNp9kTtrwzAUhUVJaR7tH-hQDF26uL162TJ0CaEvCHRpZyE7cuJgS6lkD_n3VeI0hQwBIQnxnXuP7hmjgbFGI3SL4REDpE9-t-MYCMSAacpieoFGmFEeZ4wng-OdiSEae78GAMEyfIWGlFDBeQoj9Dw1UWVK6xrVVtbE7Upbt43UZuOsKlZRa6Olto1uw2OgImWqRtXR0tlu46_RZalqr28O5wR9v758zd7j-efbx2w6jwsGtI0xFlxRXCrBtC6IKAkNC2cEclzgTNGsVAuCochVmgsltGIpaJYvMqLKRKR0gh76usHUT6d9K5vKF7quldG285IwAE4FTkhA70_Qte2cCe5k6MhFIgjPzlGE4VQQmmRJoO4OVJc3eiE3LvzdbeXf9AJAeqBw1nunyyOCQe7CkX1EMkQk9xFJGkTiRFRU7X74rVNVfV5Ke6kPfcxSu3_bZ1S_6GCiiA
CitedBy_id crossref_primary_10_3233_JCM_225965
crossref_primary_10_1098_rspb_2023_0790
crossref_primary_10_3390_ani13071174
Cites_doi 10.1073/pnas.1001763107
10.1016/j.neuron.2016.12.022
10.1038/nature03236
10.1038/nmeth.1310
10.1016/S0003-3472(84)80208-0
10.7717/peerj.2707
10.1006/jtbi.2002.3065
10.1006/anbe.2003.2226
10.1073/pnas.1118633109
10.1038/nmeth.1328
10.1093/beheco/arq001
10.1139/z02-124
10.1146/annurev.ps.34.020183.000431
10.1016/j.physa.2017.03.025
10.7554/eLife.00759
10.1038/nature08891
10.7717/peerj.6838
10.1139/z99-099
10.1038/nmeth.1924
10.1371/journal.pcbi.1003446
10.1371/journal.pone.0098594
10.1103/PhysRevLett.75.1226
10.1163/156853974X00534
10.1002/ajp.22537
10.1016/j.cobeha.2017.05.002
10.1371/journal.pone.0077814
10.1126/science.1128322
10.1007/s10071-018-1193-z
10.1126/science.aaa5099
10.1016/j.tree.2014.05.004
10.1002/spe.4380211102
10.1002/j.1538-7305.1948.tb01338.x
10.1101/071308
10.5962/bhl.title.56164
10.1017/CBO9780511921643.013
10.1016/B978-0-12-407818-5.00003-6
ContentType Journal Article
Copyright Springer-Verlag GmbH Germany, part of Springer Nature 2020
Springer-Verlag GmbH Germany, part of Springer Nature 2020.
Copyright Springer Nature B.V. Jul 2020
Copyright_xml – notice: Springer-Verlag GmbH Germany, part of Springer Nature 2020
– notice: Springer-Verlag GmbH Germany, part of Springer Nature 2020.
– notice: Copyright Springer Nature B.V. Jul 2020
DBID AAYXX
CITATION
NPM
3V.
7QG
7SN
7TK
7X7
7XB
88E
88G
8FI
8FJ
8FK
8G5
ABUWG
AEUYN
AFKRA
AZQEC
BENPR
C1K
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
GUQSH
K9.
M0S
M1P
M2M
M2O
MBDVC
PHGZM
PHGZT
PJZUB
PKEHL
PPXIY
PQEST
PQQKQ
PQUKI
PSYQQ
Q9U
7X8
DOI 10.1007/s10071-020-01374-3
DatabaseName CrossRef
PubMed
ProQuest Central (Corporate)
Animal Behavior Abstracts
Ecology Abstracts
Neurosciences Abstracts
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Medical Database (Alumni Edition)
Psychology Database (Alumni)
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Research Library
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
Environmental Sciences and Pollution Management
ProQuest One Community College
ProQuest Central Korea
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
ProQuest Research Library
ProQuest Health & Medical Complete (Alumni)
ProQuest Health & Medical Collection
Medical Database
Psychology Database
Research Library
Research Library (Corporate)
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest One Psychology
ProQuest Central Basic
MEDLINE - Academic
DatabaseTitle CrossRef
PubMed
ProQuest One Psychology
Research Library Prep
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Health & Nursing
Research Library (Alumni Edition)
Environmental Sciences and Pollution Management
ProQuest Central
ProQuest One Sustainability
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
ProQuest Central Korea
Health & Medical Research Collection
ProQuest Research Library
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Central Basic
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
ProQuest Psychology Journals (Alumni)
Ecology Abstracts
Neurosciences Abstracts
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest Psychology Journals
ProQuest One Academic UKI Edition
Animal Behavior Abstracts
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
ProQuest Health & Medical Research Collection
MEDLINE - Academic
DatabaseTitleList ProQuest One Psychology

MEDLINE - Academic
PubMed
ProQuest One Psychology
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: BENPR
  name: ProQuest Central Database Suite (ProQuest)
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Zoology
Psychology
EISSN 1435-9456
EndPage 817
ExternalDocumentID 32385570
10_1007_s10071_020_01374_3
Genre Journal Article
GrantInformation_xml – fundername: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
  grantid: PZ00P3_154741; 31003A_166458
  funderid: http://dx.doi.org/10.13039/501100001711
– fundername: Taipei Medical University, Startup Funding
– fundername: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
  grantid: 31003A_166458
– fundername: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
  grantid: PZ00P3_154741
GroupedDBID ---
-56
-5G
-BR
-DZ
-EM
-Y2
-~C
.86
06C
06D
0R~
0VY
199
1N0
1SB
203
23M
29~
2J2
2JN
2JY
2KG
2KM
2LR
2P1
2VQ
2~H
30V
36B
3V.
4.4
406
408
409
40D
40E
53G
5GY
5VS
67N
67Z
6NX
7X7
88E
8FI
8FJ
8G5
8TC
8UJ
95-
95.
95~
96X
AAAVM
AABHQ
AAGAY
AAHBH
AAHNG
AAIAL
AAJKR
AAJSJ
AAKKN
AANXM
AANZL
AARHV
AARTL
AATVU
AAUYE
AAWCG
AAYIU
AAYQN
AAYTO
AAYZH
ABAKF
ABBBX
ABBXA
ABDZT
ABECU
ABEEZ
ABFTV
ABHLI
ABHQN
ABIVO
ABJNI
ABJOX
ABKCH
ABKTR
ABMNI
ABMOR
ABMQK
ABNWP
ABPLI
ABQBU
ABQSL
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABUWG
ABWNU
ABXPI
ACACY
ACBXY
ACGFS
ACHSB
ACHXU
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACPRK
ACSNA
ACULB
ACZOJ
ADBBV
ADHHG
ADHIR
ADINQ
ADKNI
ADKPE
ADRFC
ADTPH
ADURQ
ADYFF
ADZKW
AEBTG
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AENEX
AEOHA
AEPYU
AESKC
AETLH
AEUYN
AEVLU
AEXYK
AFBBN
AFGCZ
AFGXO
AFKRA
AFLOW
AFPKN
AFQWF
AFRAH
AFWTZ
AFZKB
AGAYW
AGDGC
AGGDS
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHMBA
AHSBF
AHYZX
AIAKS
AIIXL
AILAN
AITGF
AJBLW
AJRNO
AJZVZ
AKMHD
ALIPV
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMXSW
AMYLF
AMYQR
AOCGG
ARMRJ
ASPBG
AVWKF
AXYYD
AZFZN
AZQEC
B-.
BA0
BDATZ
BENPR
BGNMA
BPHCQ
BVXVI
C24
C6C
CAG
CCPQU
COF
CS3
CSCUP
DDRTE
DL5
DNIVK
DPUIP
DWQXO
EBD
EBLON
EBS
EIOEI
EJD
EMB
EMOBN
EN4
ESBYG
F5P
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRRFC
FSGXE
FWDCC
FYUFA
G-Y
G-Z
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ6
GQ7
GQ8
GROUPED_DOAJ
GUQSH
GXS
H13
HF~
HG5
HG6
HMCUK
HMJXF
HQYDN
HRMNR
HVGLF
HZ~
I09
IHE
IJ-
IKXTQ
ITM
IWAJR
IXC
IXE
IZIGR
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JCJTX
JZLTJ
KDC
KOV
KPH
LAS
LLZTM
M1P
M2M
M2O
M4Y
MA-
MQGED
N2Q
NB0
NPVJJ
NQJWS
NU0
O9-
O93
O9I
O9J
OAM
OVD
P2P
PF0
PQQKQ
PROAC
PSQYO
PSYQQ
PT5
Q2X
QOR
QOS
R89
R9I
RNI
ROL
RPX
RRX
RSV
RZK
S16
S1Z
S27
S3A
S3B
SAP
SBL
SDH
SHX
SISQX
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
SSXJD
STPWE
SV3
SZN
T13
TEORI
TSG
TSK
TSV
TUC
U2A
U9L
UG4
UKHRP
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W23
W48
WJK
WK8
XJT
YLTOR
Z45
Z81
Z83
ZMTXR
ZOVNA
~A9
AAFWJ
AASML
AAYXX
ABDBE
ABFSG
ACSTC
ADHKG
AEZWR
AFHIU
AGQPQ
AHPBZ
AHWEU
AIXLP
AYFIA
CITATION
PHGZM
PHGZT
NPM
7QG
7SN
7TK
7XB
8FK
C1K
K9.
MBDVC
PJZUB
PKEHL
PPXIY
PQEST
PQUKI
Q9U
7X8
ID FETCH-LOGICAL-c403t-1185a31fa84eec28f23f231920b1c19a39fad210cba7b8a8ea470e4bd92af6873
IEDL.DBID 7X7
ISSN 1435-9448
1435-9456
IngestDate Fri Jul 11 08:12:02 EDT 2025
Sat Aug 23 13:58:13 EDT 2025
Sat Jul 26 00:58:17 EDT 2025
Mon Jul 21 05:55:53 EDT 2025
Tue Jul 01 02:27:44 EDT 2025
Thu Apr 24 23:05:51 EDT 2025
Fri Feb 21 02:36:48 EST 2025
IsPeerReviewed true
IsScholarly true
Issue 4
Keywords Hierarchy
Group decision
Siberian husky
Kin relation
Spatial cognition
Dominance
Selfish herd
Social intelligence
Canis lupus familiaris
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c403t-1185a31fa84eec28f23f231920b1c19a39fad210cba7b8a8ea470e4bd92af6873
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0002-4296-1526
PMID 32385570
PQID 2417823696
PQPubID 55406
PageCount 11
ParticipantIDs proquest_miscellaneous_2400538162
proquest_journals_3195868259
proquest_journals_2417823696
pubmed_primary_32385570
crossref_primary_10_1007_s10071_020_01374_3
crossref_citationtrail_10_1007_s10071_020_01374_3
springer_journals_10_1007_s10071_020_01374_3
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2020-07-01
PublicationDateYYYYMMDD 2020-07-01
PublicationDate_xml – month: 07
  year: 2020
  text: 2020-07-01
  day: 01
PublicationDecade 2020
PublicationPlace Berlin/Heidelberg
PublicationPlace_xml – name: Berlin/Heidelberg
– name: Germany
– name: Heidelberg
PublicationTitle Animal cognition
PublicationTitleAbbrev Anim Cogn
PublicationTitleAlternate Anim Cogn
PublicationYear 2020
Publisher Springer Berlin Heidelberg
Springer Nature B.V
Publisher_xml – name: Springer Berlin Heidelberg
– name: Springer Nature B.V
References Lukeman, Li, Edelstein-Keshet (CR25) 2010; 107
Strandburg-Peshkin, Farine, Couzin, Crofoot (CR37) 2015; 348
Couzin, Krause, Franks, Levin (CR11) 2005; 433
Peterson, Jacobs, Drummer, Mech, Smith (CR30) 2002; 80
Gammell, Vries, Jennings, Carlin, Hayden (CR19) 2003; 66
Cafazzo, Bonanni, Valsecchi, Natoli (CR8) 2014; 9
CR18
CR39
Azzi, Evans, Leise, Myung, Takumi, Davidson, Brown (CR3) 2017; 93
Dell, Bender, Branson, Couzin, de Polavieja, Noldus, Pérez-Escudero, Perona, Straw, Wikelski (CR15) 2014; 29
Fruchterman, Reingold (CR17) 1991; 21
CR32
Kummer (CR23) 1984; 32
CR31
Marshall-Pescini, Cafazzo, Viranyi, Range (CR26) 2017; 16
Gerencsér, Vásárhelyi, Nagy, Vicsek, Miklósi (CR20) 2013; 8
Vicsek, Czirók, Ben-Jacob, Cohen, Shochet (CR38) 1995; 75
Kubinyi, Wallis (CR22) 2019; 7
Shemesh, Sztainberg, Forkosh, Shlapobersky, Chen, Schneidman (CR34) 2013; 2
Branson, Robie, Bender, Perona, Dickinson (CR6) 2009; 6
Dahl, Wyss, Zuberbühler, Bachmann (CR12) 2018; 21
Cafazzo, Valsecchi, Bonanni, Natoli (CR7) 2010; 21
Couzin, Krause, James, Ruxton, Franks (CR10) 2002; 218
Langford, Crager, Shehzad, Smith, Sotocinal, Levenstadt, Chanda, Levitin, Mogil (CR24) 2006; 312
Ákos, Beck, Nagy, Vicsek, Kubinyi (CR1) 2014; 10
CR5
Nagy, Akos, Biro, Vicsek (CR28) 2010; 464
Snowdon (CR35) 1983; 34
Städele, Pines, Swedell, Vigilant (CR36) 2016; 78
Cafazzo, Lazzaroni, Marshall-Pescini (CR9) 2016; 4
Packard (CR29) 2003; 2003
Dankert, Wang, Hoopfer, Anderson, Perona (CR13) 2009; 6
De Chaumont, Coura, Serreau, Cressant, Chabout, Granon, Olivo-Marin (CR14) 2012; 9
CR21
Bialek, Cavagna, Giardina, Mora, Silvestri, Viale, Walczak (CR4) 2012; 109
Ferdinandy, Ozogány, Vicsek (CR16) 2017; 479
Altmann (CR2) 1974; 49
Mech (CR27) 1999; 77
Shannon (CR33) 1948; 27
ID Couzin (1374_CR10) 2002; 218
L Gerencsér (1374_CR20) 2013; 8
JM Packard (1374_CR29) 2003; 2003
A Strandburg-Peshkin (1374_CR37) 2015; 348
H Dankert (1374_CR13) 2009; 6
F De Chaumont (1374_CR14) 2012; 9
B Ferdinandy (1374_CR16) 2017; 479
1374_CR32
A Azzi (1374_CR3) 2017; 93
1374_CR31
CT Snowdon (1374_CR35) 1983; 34
E Kubinyi (1374_CR22) 2019; 7
MP Gammell (1374_CR19) 2003; 66
CE Shannon (1374_CR33) 1948; 27
1374_CR18
RO Peterson (1374_CR30) 2002; 80
K Branson (1374_CR6) 2009; 6
S Marshall-Pescini (1374_CR26) 2017; 16
1374_CR39
Z Ákos (1374_CR1) 2014; 10
DJ Langford (1374_CR24) 2006; 312
H Kummer (1374_CR23) 1984; 32
LD Mech (1374_CR27) 1999; 77
Y Shemesh (1374_CR34) 2013; 2
S Cafazzo (1374_CR9) 2016; 4
R Lukeman (1374_CR25) 2010; 107
W Bialek (1374_CR4) 2012; 109
TM Fruchterman (1374_CR17) 1991; 21
T Vicsek (1374_CR38) 1995; 75
S Cafazzo (1374_CR7) 2010; 21
ID Couzin (1374_CR11) 2005; 433
1374_CR21
J Altmann (1374_CR2) 1974; 49
V Städele (1374_CR36) 2016; 78
CD Dahl (1374_CR12) 2018; 21
M Nagy (1374_CR28) 2010; 464
AI Dell (1374_CR15) 2014; 29
1374_CR5
S Cafazzo (1374_CR8) 2014; 9
References_xml – volume: 107
  start-page: 12576
  issue: 28
  year: 2010
  end-page: 12580
  ident: CR25
  article-title: Inferring individual rules from collective behavior
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.1001763107
– ident: CR18
– ident: CR39
– volume: 93
  start-page: 441
  issue: 2
  year: 2017
  end-page: 450
  ident: CR3
  article-title: Network dynamics mediate circadian clock plasticity
  publication-title: Neuron
  doi: 10.1016/j.neuron.2016.12.022
– volume: 433
  start-page: 513
  issue: 7025
  year: 2005
  ident: CR11
  article-title: Effective leadership and decision-making in animal groups on the move
  publication-title: Nature
  doi: 10.1038/nature03236
– volume: 6
  start-page: 297
  issue: 4
  year: 2009
  ident: CR13
  article-title: Automated monitoring and analysis of social behavior in drosophila
  publication-title: Nature Methods
  doi: 10.1038/nmeth.1310
– volume: 32
  start-page: 965
  issue: 4
  year: 1984
  end-page: 971
  ident: CR23
  article-title: From laboratory to desert and back: a social system of hamadryas baboons
  publication-title: Anim Behaviour
  doi: 10.1016/S0003-3472(84)80208-0
– volume: 4
  start-page: e2707
  year: 2016
  ident: CR9
  article-title: Dominance relationships in a family pack of captive arctic wolves ( ): the influence of competition for food, age and sex
  publication-title: Peer J
  doi: 10.7717/peerj.2707
– volume: 218
  start-page: 1
  issue: 1
  year: 2002
  end-page: 11
  ident: CR10
  article-title: Collective memory and spatial sorting in animal groups
  publication-title: J Theor Biol
  doi: 10.1006/jtbi.2002.3065
– volume: 66
  start-page: 601
  issue: 3
  year: 2003
  end-page: 605
  ident: CR19
  article-title: David’s score: a more appropriate dominance ranking method than clutton-brock et al.’s index
  publication-title: Anim Behav
  doi: 10.1006/anbe.2003.2226
– volume: 109
  start-page: 4786
  issue: 13
  year: 2012
  end-page: 4791
  ident: CR4
  article-title: Statistical mechanics for natural flocks of birds
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.1118633109
– volume: 6
  start-page: 451
  issue: 6
  year: 2009
  ident: CR6
  article-title: High-throughput ethomics in large groups of drosophila
  publication-title: Nature Methods
  doi: 10.1038/nmeth.1328
– volume: 21
  start-page: 443
  issue: 3
  year: 2010
  end-page: 455
  ident: CR7
  article-title: Dominance in relation to age, sex, and competitive contexts in a group of free-ranging domestic dogs
  publication-title: Behavioral Ecol
  doi: 10.1093/beheco/arq001
– volume: 80
  start-page: 1405
  issue: 8
  year: 2002
  end-page: 1412
  ident: CR30
  article-title: Leadership behavior in relation to dominance and reproductive status in gray wolves,
  publication-title: Can J Zool
  doi: 10.1139/z02-124
– volume: 34
  start-page: 63
  issue: 1
  year: 1983
  end-page: 94
  ident: CR35
  article-title: Ethology, comparative psychology, and animal behavior
  publication-title: Annu Rev Psychol
  doi: 10.1146/annurev.ps.34.020183.000431
– volume: 479
  start-page: 467
  year: 2017
  end-page: 477
  ident: CR16
  article-title: Collective motion of groups of self-propelled particles following interacting leaders
  publication-title: Phys A Stat Mech Appl
  doi: 10.1016/j.physa.2017.03.025
– ident: CR21
– volume: 2
  start-page: e00759
  year: 2013
  ident: CR34
  article-title: High-order social interactions in groups of mice
  publication-title: Elife
  doi: 10.7554/eLife.00759
– volume: 464
  start-page: 890
  issue: 7290
  year: 2010
  ident: CR28
  article-title: Hierarchical group dynamics in pigeon flocks
  publication-title: Nature
  doi: 10.1038/nature08891
– volume: 7
  start-page: e6838
  year: 2019
  ident: CR22
  article-title: Dominance in dogs as rated by owners corresponds to ethologically valid markers of dominance
  publication-title: Peer J
  doi: 10.7717/peerj.6838
– volume: 77
  start-page: 1196
  issue: 8
  year: 1999
  end-page: 1203
  ident: CR27
  article-title: Alpha status, dominance, and division of labor in wolf packs
  publication-title: Can J Zool
  doi: 10.1139/z99-099
– volume: 9
  start-page: 410
  issue: 4
  year: 2012
  ident: CR14
  article-title: Computerized video analysis of social interactions in mice
  publication-title: Nature Methods
  doi: 10.1038/nmeth.1924
– volume: 10
  start-page: e1003446
  issue: 1
  year: 2014
  ident: CR1
  article-title: Leadership and path characteristics during walks are linked to dominance order and individual traits in dogs
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1003446
– ident: CR31
– volume: 9
  start-page: e98594
  issue: 6
  year: 2014
  ident: CR8
  article-title: Social variables affecting mate preferences, copulation and reproductive outcome in a pack of free-ranging dogs
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0098594
– volume: 75
  start-page: 1226
  issue: 6
  year: 1995
  ident: CR38
  article-title: Novel type of phase transition in a system of self-driven particles
  publication-title: Phys Rev Lett
  doi: 10.1103/PhysRevLett.75.1226
– volume: 49
  start-page: 227
  issue: 3–4
  year: 1974
  end-page: 266
  ident: CR2
  article-title: Observational study of behavior: sampling methods
  publication-title: Behaviour
  doi: 10.1163/156853974X00534
– ident: CR32
– volume: 78
  start-page: 731
  issue: 7
  year: 2016
  end-page: 744
  ident: CR36
  article-title: The ties that bind: maternal kin bias in a multilevel primate society despite natal dispersal by both sexes
  publication-title: Am J Primatol
  doi: 10.1002/ajp.22537
– volume: 16
  start-page: 80
  year: 2017
  end-page: 86
  ident: CR26
  article-title: Integrating social ecology in explanations of wolf-dog behavioral differences
  publication-title: Curr Opin Behav Sci
  doi: 10.1016/j.cobeha.2017.05.002
– ident: CR5
– volume: 8
  start-page: e77,814
  issue: 10
  year: 2013
  ident: CR20
  article-title: Identification of behaviour in freely moving dogs ( ) using inertial sensors
  publication-title: PloS One
  doi: 10.1371/journal.pone.0077814
– volume: 312
  start-page: 1967
  issue: 5782
  year: 2006
  end-page: 1970
  ident: CR24
  article-title: Social modulation of pain as evidence for empathy in mice
  publication-title: Science
  doi: 10.1126/science.1128322
– volume: 21
  start-page: 583
  issue: 4
  year: 2018
  end-page: 594
  ident: CR12
  article-title: Social information in equine movement gestalts
  publication-title: Anim Cogn
  doi: 10.1007/s10071-018-1193-z
– volume: 348
  start-page: 1358
  issue: 6241
  year: 2015
  end-page: 1361
  ident: CR37
  article-title: Shared decision-making drives collective movement in wild baboons
  publication-title: Science
  doi: 10.1126/science.aaa5099
– volume: 2003
  start-page: 35
  year: 2003
  end-page: 65
  ident: CR29
  article-title: Wolf behaviour: reproductive, social and intelligent
  publication-title: Wolves Behavior Ecol Conserv
– volume: 29
  start-page: 417
  issue: 7
  year: 2014
  end-page: 428
  ident: CR15
  article-title: Automated image-based tracking and its application in ecology
  publication-title: Trends Ecol Evol
  doi: 10.1016/j.tree.2014.05.004
– volume: 21
  start-page: 1129
  issue: 11
  year: 1991
  end-page: 1164
  ident: CR17
  article-title: Graph drawing by force-directed placement
  publication-title: Softw Pract Exp
  doi: 10.1002/spe.4380211102
– volume: 27
  start-page: 379
  issue: 3
  year: 1948
  end-page: 423
  ident: CR33
  article-title: A mathematical theory of communication
  publication-title: Bell Syst Tech J
  doi: 10.1002/j.1538-7305.1948.tb01338.x
– volume: 34
  start-page: 63
  issue: 1
  year: 1983
  ident: 1374_CR35
  publication-title: Annu Rev Psychol
  doi: 10.1146/annurev.ps.34.020183.000431
– volume: 93
  start-page: 441
  issue: 2
  year: 2017
  ident: 1374_CR3
  publication-title: Neuron
  doi: 10.1016/j.neuron.2016.12.022
– volume: 312
  start-page: 1967
  issue: 5782
  year: 2006
  ident: 1374_CR24
  publication-title: Science
  doi: 10.1126/science.1128322
– volume: 433
  start-page: 513
  issue: 7025
  year: 2005
  ident: 1374_CR11
  publication-title: Nature
  doi: 10.1038/nature03236
– volume: 21
  start-page: 583
  issue: 4
  year: 2018
  ident: 1374_CR12
  publication-title: Anim Cogn
  doi: 10.1007/s10071-018-1193-z
– volume: 6
  start-page: 297
  issue: 4
  year: 2009
  ident: 1374_CR13
  publication-title: Nature Methods
  doi: 10.1038/nmeth.1310
– volume: 27
  start-page: 379
  issue: 3
  year: 1948
  ident: 1374_CR33
  publication-title: Bell Syst Tech J
  doi: 10.1002/j.1538-7305.1948.tb01338.x
– ident: 1374_CR32
  doi: 10.1101/071308
– volume: 21
  start-page: 1129
  issue: 11
  year: 1991
  ident: 1374_CR17
  publication-title: Softw Pract Exp
  doi: 10.1002/spe.4380211102
– volume: 32
  start-page: 965
  issue: 4
  year: 1984
  ident: 1374_CR23
  publication-title: Anim Behaviour
  doi: 10.1016/S0003-3472(84)80208-0
– volume: 218
  start-page: 1
  issue: 1
  year: 2002
  ident: 1374_CR10
  publication-title: J Theor Biol
  doi: 10.1006/jtbi.2002.3065
– ident: 1374_CR31
  doi: 10.5962/bhl.title.56164
– ident: 1374_CR18
– volume: 77
  start-page: 1196
  issue: 8
  year: 1999
  ident: 1374_CR27
  publication-title: Can J Zool
  doi: 10.1139/z99-099
– volume: 9
  start-page: 410
  issue: 4
  year: 2012
  ident: 1374_CR14
  publication-title: Nature Methods
  doi: 10.1038/nmeth.1924
– volume: 21
  start-page: 443
  issue: 3
  year: 2010
  ident: 1374_CR7
  publication-title: Behavioral Ecol
  doi: 10.1093/beheco/arq001
– volume: 16
  start-page: 80
  year: 2017
  ident: 1374_CR26
  publication-title: Curr Opin Behav Sci
  doi: 10.1016/j.cobeha.2017.05.002
– volume: 80
  start-page: 1405
  issue: 8
  year: 2002
  ident: 1374_CR30
  publication-title: Can J Zool
  doi: 10.1139/z02-124
– volume: 7
  start-page: e6838
  year: 2019
  ident: 1374_CR22
  publication-title: Peer J
  doi: 10.7717/peerj.6838
– volume: 78
  start-page: 731
  issue: 7
  year: 2016
  ident: 1374_CR36
  publication-title: Am J Primatol
  doi: 10.1002/ajp.22537
– volume: 4
  start-page: e2707
  year: 2016
  ident: 1374_CR9
  publication-title: Peer J
  doi: 10.7717/peerj.2707
– ident: 1374_CR39
  doi: 10.1017/CBO9780511921643.013
– volume: 107
  start-page: 12576
  issue: 28
  year: 2010
  ident: 1374_CR25
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.1001763107
– volume: 10
  start-page: e1003446
  issue: 1
  year: 2014
  ident: 1374_CR1
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1003446
– volume: 109
  start-page: 4786
  issue: 13
  year: 2012
  ident: 1374_CR4
  publication-title: Proc Natl Acad Sci
  doi: 10.1073/pnas.1118633109
– volume: 2003
  start-page: 35
  year: 2003
  ident: 1374_CR29
  publication-title: Wolves Behavior Ecol Conserv
– ident: 1374_CR21
– volume: 75
  start-page: 1226
  issue: 6
  year: 1995
  ident: 1374_CR38
  publication-title: Phys Rev Lett
  doi: 10.1103/PhysRevLett.75.1226
– volume: 66
  start-page: 601
  issue: 3
  year: 2003
  ident: 1374_CR19
  publication-title: Anim Behav
  doi: 10.1006/anbe.2003.2226
– volume: 464
  start-page: 890
  issue: 7290
  year: 2010
  ident: 1374_CR28
  publication-title: Nature
  doi: 10.1038/nature08891
– volume: 8
  start-page: e77,814
  issue: 10
  year: 2013
  ident: 1374_CR20
  publication-title: PloS One
  doi: 10.1371/journal.pone.0077814
– volume: 479
  start-page: 467
  year: 2017
  ident: 1374_CR16
  publication-title: Phys A Stat Mech Appl
  doi: 10.1016/j.physa.2017.03.025
– volume: 348
  start-page: 1358
  issue: 6241
  year: 2015
  ident: 1374_CR37
  publication-title: Science
  doi: 10.1126/science.aaa5099
– volume: 2
  start-page: e00759
  year: 2013
  ident: 1374_CR34
  publication-title: Elife
  doi: 10.7554/eLife.00759
– volume: 6
  start-page: 451
  issue: 6
  year: 2009
  ident: 1374_CR6
  publication-title: Nature Methods
  doi: 10.1038/nmeth.1328
– volume: 9
  start-page: e98594
  issue: 6
  year: 2014
  ident: 1374_CR8
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0098594
– ident: 1374_CR5
  doi: 10.1016/B978-0-12-407818-5.00003-6
– volume: 49
  start-page: 227
  issue: 3–4
  year: 1974
  ident: 1374_CR2
  publication-title: Behaviour
  doi: 10.1163/156853974X00534
– volume: 29
  start-page: 417
  issue: 7
  year: 2014
  ident: 1374_CR15
  publication-title: Trends Ecol Evol
  doi: 10.1016/j.tree.2014.05.004
SSID ssj0008491
Score 2.2694108
Snippet One of the hardest problems in studying animal behaviour is to quantify patterns of social interaction at the group level. Recent technological developments in...
SourceID proquest
pubmed
crossref
springer
SourceType Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 807
SubjectTerms Animal behavior
Animals
Behavioral Sciences
Biomedical and Life Sciences
Global positioning systems
GPS
Information theory
Life Sciences
Mathematical models
Original Paper
Psychology Research
Satellite navigation systems
Sex
Social behavior
Social factors
Social interactions
Spatial data
Temporal resolution
Zoology
SummonAdditionalLinks – databaseName: SpringerLink Journals (ICM)
  dbid: U2A
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8QwEB58IHgRXV_riwreNNA82ibgZRFlEfTkgngpSZuIoK249eC_d5Jtq-IDhB5KMxnSSTIPkvkG4KhMqKOsTEkS25KITDOiyqwgWWw4N1poGhD4rq7T8URc3ia3bVLYtLvt3h1JBk39KdkNzSHx4Y6HyROEz8Ni4mN3XMUTNur1rxShTp53BIjC6KNNlfmZx1dz9M3H_HY-GszOxSqstP5iNJpN8BrM2WoAy73aehvA0l0d3tbhdFRFLRCqFzcJSYpvUQcbHjV1dG_rJ9vgR6SKdPXwhLxDYsd0AyYX5zdnY9JWRyCFiHlDMDJINKdOS2FtwaRjHB902GJDC6o0V06XGNAVRmdGamm1yGIrTKmYdqnM-CYsVHVltyESNnaOMWkp1UhAlTIuS2OdGIc2jvEh0E5IedFCh_sKFo_5B-ixF2yOgs2DYHPsc9z3eZ4BZ_xJvdfJPm830TRH5yLz9dhV-mMz9zg5KUa4agiHfTPuDn_koStbv3oWXstImrIhbM2mtB8N_pj0AGRDOOnm-IP570Pd-R_5LiyzsN78Dd89WGheXu0--jGNOQjL9h3TsuU9
  priority: 102
  providerName: Springer Nature
Title An information-theory approach to geometry for animal groups
URI https://link.springer.com/article/10.1007/s10071-020-01374-3
https://www.ncbi.nlm.nih.gov/pubmed/32385570
https://www.proquest.com/docview/2417823696
https://www.proquest.com/docview/3195868259
https://www.proquest.com/docview/2400538162
Volume 23
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3ra9UwFD_ohrAvovN1dY4KftNg82iTgiBXuXMoDhEvXP1SkjYZgmunt_uw_95zctNeZDootORFepKcR5LzOwDP24IHLtqSFblvmdJWsKrVDdO5k9JZZXlE4Pt0Uh4v1YdVsUobbut0rXLkiZFRt31De-SvJKGilGjPVG_OfzGKGkWnqymExk3YJegyutKlV5PBlRsVI-aRSsAqtEOS00xynUPhysh4ItA9xeTfgumKtnnlpDQKoKM7cDtpjtl8M9R34Ybv9mFvYmCX-3Drex-_7sHreZclSFQiPIvuipfZCCCeDX126vszP2Ailsps9-MM244uHuv7sDxafH13zFKcBNaoXA4MbYTCSh6sUd43wgQh8UHVLXe84ZWVVbAtmnaNs9oZa7xVOvfKtZWwoTRaPoCdru_8I8iUz0MQwnjOLRbgVeWCLnNbuIDSTsgZ8JFIdZNAxCmWxc96C39MhK2RsHUkbI11Xkx1zjcQGteWPhhpX6fltK5RzdAUmb0q_5m9nRszeDZl4zqhww_b-f6CmiB-Y3gpZvBwM6RTb_DHDEGRzeDlOMbbxv_f1cfX9-UJ7Ik4v-hu7wHsDL8v_FPUYAZ3GKfpIezO33_7uMD328XJ5y-YuhTzPzOP7Kk
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3dT9UwFD_BS4y8GEXQqygzkSdpXD-2tYnGoEIuAjeEQEJ8me3WGhLY0Dti7j_l3-hp77Ybg_BGsodl7ZrunNPzsfb8DsCbMqGOsjIlSWxLIjLNiCqzgmSx4dxooWlA4DsYp6MT8fU0OV2AP10ujD9W2enEoKjLuvD_yN9xj4qSYjyjPl7-JL5qlN9d7UpozMRiz05_Y8g2-bD7Bfm7wdjO9vHnEWmrCpBCxLwh6FEnmlOnpbC2YNIxjhc6OrGhBVWaK6dLDIQKozMjtbRaZLEVplRMu1RmHMe9B4uCYygzgMVP2-PDo173SxFq9HknhCiMfNo0nTZZD8058eGah_kThP9rCq_5t9f2ZoPJ23kED1tfNdqaCddjWLDVMiz1KnO6DPe_1eHuCbzfqqIWhNWzmoQEyWnUQZZHTR39sPWFbfAh9op0dXaBY4ekkskKnNwJDVdhUNWVfQaRsLFzjElLqcYOVCnjsjTWiXFoXxkfAu2IlBctbLmvnnGezwGXPWFzJGweCJvjO2_7dy5noB239l7raJ-3C3iSo2OT-VrwKv1v81wah_C6b8aV6bdbdGXrKz-E13CSpmwIT2cs7WeDHyY9-NkQNjsezwe_earPb5_LOjwYHR_s5_u7470XsMSCrPmTxWswaH5d2ZfoPzXmVSu0EXy_63XyFyENJzY
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3da9UwFD_MibIX0fl1dWoFfdKw5qNNAooM52VzOnxwcPGlS9tEBNdOb4fcf82_znNy215kurdBH0qThvR85Zwm53cAntUZD1zUOctSXzOlnWC21hXTaSll6ZTjEYHv42G-d6Tez7LZGvwecmHoWOVgE6OhrtuK_pFvS0JFyTGesduhPxbxaXf65vQHowpStNM6lNNYisiBX_zC8G3-en8Xef1ciOm7z2_3WF9hgFUqlR1D7zpzkgdnlPeVMEFIvNDpSUteceukDa7GoKgqnS6NM94pnXpV1la4kBstcdwrcFXLjJOO6dkY7KVGxWp95I4wizFQn7DTp-3hws4ocCPAP8Xk34viOU_33C5tXPymN-FG77UmO0sxuwVrvtmEjdF4Ljbh2pc23t2GVztN0sOxEtNZTJVcJAN4edK1yVffnvgOH2KvxDXfTnDsmF4yvwNHl0LBu7DetI2_D4nyaQhCGM-5ww7c2jLoPHVZGXClFXICfCBSUfUA5lRH43uxgl4mwhZI2CIStsB3XozvnC7hOy7svTXQvuhVeV6gi6OpKrzN_9m8kssJPB2bUUdp48U1vj2jIcjWGZ6LCdxbsnScDX6YIRi0CbwceLwa_P9TfXDxXJ7AddSO4sP-4cFD2BBR1OiI8Rasdz_P_CN0pLrycZTYBI4vW0X-APIxKgY
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=An+information-theory+approach+to+geometry+for+animal+groups&rft.jtitle=Animal+cognition&rft.date=2020-07-01&rft.pub=Springer+Nature+B.V&rft.issn=1435-9448&rft.eissn=1435-9456&rft.volume=23&rft.issue=4&rft.spage=807&rft.epage=817&rft_id=info:doi/10.1007%2Fs10071-020-01374-3&rft.externalDBID=HAS_PDF_LINK
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1435-9448&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1435-9448&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1435-9448&client=summon