The Attraction Effect in Information Visualization

The attraction effect is a well-studied cognitive bias in decision making research, where one's choice between two alternatives is influenced by the presence of an irrelevant (dominated) third alternative. We examine whether this cognitive bias, so far only tested with three alternatives and si...

Full description

Saved in:
Bibliographic Details
Published in:IEEE transactions on visualization and computer graphics Vol. 23; no. 1; pp. 471 - 480
Main Authors: Dimara, Evanthia, Bezerianos, Anastasia, Dragicevic, Pierre
Format: Journal Article
Language:English
Published: United States IEEE 01.01.2017
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Institute of Electrical and Electronics Engineers
Subjects:
Alternatives
asymmetric dominance effect
Attraction
attraction effect
Bias
Cognition
cognitive bias
Cognitive science
Companies
Computer Science
Data visualization
Decision making
decoy effect
Education
Human-Computer Interaction
Information visualization
Scientific visualization
Uncertainty
Visualization
attraction effect
decoy effect
Index Terms—Information visualization
asymmetric dominance effect
cognitive bias
decision-making
ISSN:1077-2626, 1941-0506
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract The attraction effect is a well-studied cognitive bias in decision making research, where one's choice between two alternatives is influenced by the presence of an irrelevant (dominated) third alternative. We examine whether this cognitive bias, so far only tested with three alternatives and simple presentation formats such as numerical tables, text and pictures, also appears in visualizations. Since visualizations can be used to support decision making - e.g., when choosing a house to buy or an employee to hire - a systematic bias could have important implications. In a first crowdsource experiment, we indeed partially replicated the attraction effect with three alternatives presented as a numerical table, and observed similar effects when they were presented as a scatterplot. In a second experiment, we investigated if the effect extends to larger sets of alternatives, where the number of alternatives is too large for numerical tables to be practical. Our findings indicate that the bias persists for larger sets of alternatives presented as scatterplots. We discuss implications for future research on how to further study and possibly alleviate the attraction effect.
AbstractList The attraction effect is a well-studied cognitive bias in decision making research, where one's choice between two alternatives is influenced by the presence of an irrelevant (dominated) third alternative. We examine whether this cognitive bias, so far only tested with three alternatives and simple presentation formats such as numerical tables, text and pictures, also appears in visualizations. Since visualizations can be used to support decision making - e.g., when choosing a house to buy or an employee to hire - a systematic bias could have important implications. In a first crowdsource experiment, we indeed partially replicated the attraction effect with three alternatives presented as a numerical table, and observed similar effects when they were presented as a scatterplot. In a second experiment, we investigated if the effect extends to larger sets of alternatives, where the number of alternatives is too large for numerical tables to be practical. Our findings indicate that the bias persists for larger sets of alternatives presented as scatterplots. We discuss implications for future research on how to further study and possibly alleviate the attraction effect.
—The attraction effect is a well-studied cognitive bias in decision making research, where one's choice between two alternatives is influenced by the presence of an irrelevant (dominated) third alternative. We examine whether this cognitive bias, so far only tested with three alternatives and simple presentation formats such as numerical tables, text and pictures, also appears in visualiza-tions. Since visualizations can be used to support decision making — e.g., when choosing a house to buy or an employee to hire — a systematic bias could have important implications. In a first crowdsource experiment, we indeed partially replicated the attraction effect with three alternatives presented as a numerical table, and observed similar effects when they were presented as a scatterplot. In a second experiment, we investigated if the effect extends to larger sets of alternatives, where the number of alternatives is too large for numerical tables to be practical. Our findings indicate that the bias persists for larger sets of alternatives presented as scatterplots. We discuss implications for future research on how to further study and possibly alleviate the attraction effect.
Author Dragicevic, Pierre
Bezerianos, Anastasia
Dimara, Evanthia
Author_xml – sequence: 1
  givenname: Evanthia
  surname: Dimara
  fullname: Dimara, Evanthia
  email: evanthia.dimara@gmail.com
  organization: Inria, Univ. Paris-Saclay, Palaiseau, France
– sequence: 2
  givenname: Anastasia
  surname: Bezerianos
  fullname: Bezerianos, Anastasia
  email: Anastasia.Bezerianos@lri.fr
  organization: Inria, Univ. Paris-Saclay, Palaiseau, France
– sequence: 3
  givenname: Pierre
  surname: Dragicevic
  fullname: Dragicevic, Pierre
  email: Pierre.Dragicevic@inria.fr
  organization: Inria, Univ. Paris-Saclay, Palaiseau, France
BackLink https://www.ncbi.nlm.nih.gov/pubmed/27875163$$D View this record in MEDLINE/PubMed
https://inria.hal.science/hal-01355750$$DView record in HAL
BookMark eNp9kU1P4zAQhi3Eiq_dH4CQUCUucEjX44_YPlZVoZUq7aXL1XKciTBKE4gTpN1fj9MWDhw4jWf0vGPN-56T46ZtkJBLoFMAan5vHucPU0YhnzJptDTiiJyBEZBRSfPj9KZKZSxn-Sk5j_GZUhBCmxNyypRWEnJ-RtjmCSezvu-c70PbTBZVhb6fhGayaqq227rd9DHEwdXh_677SX5Uro7461AvyN_7xWa-zNZ_Hlbz2TrzguV95jwtjXSOokehZVmiVIzJqiiokx5EQbnmCgqoSoNGaKiUl6pkmEOByDy_IHf7vU-uti9d2Lrun21dsMvZ2o4zClxKJekbJPZ2z7507euAsbfbED3WtWuwHaIFLbhhVAud0Jsv6HM7dE26ZKQY00xzkajrAzUUWyw___9wLgFqD_iujbHDyvrQ7_xJXobaArVjRnbMyI4Z2UNGSQlflB_Lv9Nc7TUBET95Jbnh6aR3xoKZ3A
CODEN ITVGEA
CitedBy_id crossref_primary_10_1109_LGRS_2022_3228874
crossref_primary_10_1109_TVCG_2022_3232959
crossref_primary_10_3390_ijerph182312674
crossref_primary_10_1007_s12650_017_0431_9
crossref_primary_10_1080_20445911_2024_2436363
crossref_primary_10_1017_jdm_2024_27
crossref_primary_10_1109_TVCG_2021_3065126
crossref_primary_10_1109_TVCG_2021_3114820
crossref_primary_10_1109_TPC_2023_3290948
crossref_primary_10_1109_TVCG_2018_2872577
crossref_primary_10_1111_cgf_13169
crossref_primary_10_1109_TVCG_2021_3114862
crossref_primary_10_1109_TVCG_2021_3114827
crossref_primary_10_1177_14738716221081831
crossref_primary_10_1109_TVCG_2017_2744298
crossref_primary_10_1002_bdm_2299
crossref_primary_10_1109_TVCG_2018_2865233
crossref_primary_10_1016_j_jenvp_2022_101821
crossref_primary_10_1109_TVCG_2017_2745958
crossref_primary_10_1016_j_cag_2023_01_010
crossref_primary_10_1109_TVCG_2025_3572842
crossref_primary_10_1109_TVCG_2019_2917689
crossref_primary_10_1109_TVCG_2020_3030430
crossref_primary_10_1109_TVCG_2021_3098240
crossref_primary_10_1111_cgf_14521
crossref_primary_10_1109_TPC_2020_3032053
crossref_primary_10_1016_j_cag_2024_104109
crossref_primary_10_3390_app11209671
crossref_primary_10_1155_2023_6651486
crossref_primary_10_1111_cgf_13679
crossref_primary_10_1109_TVCG_2021_3114813
crossref_primary_10_1016_j_tics_2021_07_011
crossref_primary_10_1109_TVCG_2019_2934399
crossref_primary_10_1109_TVCG_2018_2865119
crossref_primary_10_1109_TVCG_2017_2745138
crossref_primary_10_1109_TVCG_2017_2745078
crossref_primary_10_1007_s43545_023_00664_0
crossref_primary_10_1145_3214353
crossref_primary_10_1177_09567976221134476
Cites_doi 10.1509/jmr.12.0061
10.1098/rspb.2010.1045
10.1145/133160.133216
10.1016/j.jcps.2012.10.008
10.1509/jmkr.46.3.330
10.1287/isre.6.4.357
10.1037/0003-066X.60.2.170
10.1111/j.1745-6916.2008.00058.x
10.1145/2702123.2702426
10.1509/jmr.14.0093
10.1109/VAST.2009.5333920
10.1109/VAST.2008.4677363
10.1509/jmkr.46.1.1
10.1016/j.ijhcs.2015.07.001
10.1145/2702123.2702239
10.1006/anbe.2001.1925
10.2307/3172740
10.1007/978-3-319-26633-6_13
10.1006/obhd.1995.1075
10.1109/TVCG.2008.153
10.1086/209449
10.1037/0278-7393.17.4.767
10.1007/s00265-001-0420-8
10.1109/TVCG.2010.174
10.1177/154193120805200444
10.1136/bmjqs-2011-000149
10.1086/209535
10.1017/S1930297500002849
10.3758/s13423-012-0288-9
10.1509/jmkr.48.1.62
10.1509/jmr.14.0020
10.1145/1385569.1385603
10.1145/1753326.1753357
10.1086/208899
10.1109/TVCG.2014.2346298
10.1177/0956797612464241
10.1086/209527
10.1006/obhd.1996.0006
10.1207/s15327663jcp0401_04
10.1086/209205
10.2307/3172885
10.1145/507752.507756
10.1086/209085
10.1086/208943
10.1007/978-3-540-73214-3_15
10.1509/jmr.14.0208
10.1201/b17511
10.1057/palgrave.ivs.9500099
10.1145/1978942.1979278
10.1109/TVCG.2012.199
10.3758/BF03195321
10.1109/TVCG.2014.2346984
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2017
Distributed under a Creative Commons Attribution 4.0 International License
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2017
– notice: Distributed under a Creative Commons Attribution 4.0 International License
DBID 97E
RIA
RIE
AAYXX
CITATION
NPM
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
7X8
1XC
VOOES
DOI 10.1109/TVCG.2016.2598594
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
PubMed
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Technology Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
MEDLINE - Academic
Hyper Article en Ligne (HAL)
Hyper Article en Ligne (HAL) (Open Access)
DatabaseTitle CrossRef
PubMed
Technology Research Database
Computer and Information Systems Abstracts – Academic
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
MEDLINE - Academic
DatabaseTitleList PubMed
Technology Research Database

MEDLINE - Academic
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
– sequence: 3
  dbid: 7X8
  name: MEDLINE - Academic
  url: https://search.proquest.com/medline
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Education
Computer Science
EISSN 1941-0506
EndPage 480
ExternalDocumentID oai:HAL:hal-01355750v1
27875163
10_1109_TVCG_2016_2598594
7539348
Genre orig-research
Journal Article
GroupedDBID ---
-~X
.DC
0R~
29I
4.4
53G
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACIWK
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
F5P
HZ~
H~9
IEDLZ
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
PQQKQ
RIA
RIE
RNI
RNS
RZB
TN5
VH1
AAYXX
CITATION
AAYOK
NPM
PKN
RIC
RIG
Z5M
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
7X8
1XC
VOOES
ID FETCH-LOGICAL-c426t-ac0d95aa0ece485dde57225fbb0a5c14b038371b1fd9e9481f7c57d2e61bee2c3
IEDL.DBID RIE
ISICitedReferencesCount 61
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000395537600050&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1077-2626
IngestDate Sat Nov 29 15:10:15 EST 2025
Sat Sep 27 22:32:27 EDT 2025
Sun Nov 09 06:00:02 EST 2025
Wed Feb 19 02:41:23 EST 2025
Tue Nov 18 20:38:47 EST 2025
Sat Nov 29 06:05:36 EST 2025
Wed Aug 27 02:47:56 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords attraction effect
decoy effect
Index Terms—Information visualization
asymmetric dominance effect
cognitive bias
decision-making
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c426t-ac0d95aa0ece485dde57225fbb0a5c14b038371b1fd9e9481f7c57d2e61bee2c3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0001-5212-7888
0000-0002-7142-2548
0000-0002-1854-5899
OpenAccessLink https://inria.hal.science/hal-01355750
PMID 27875163
PQID 1842282834
PQPubID 75741
PageCount 10
ParticipantIDs hal_primary_oai_HAL_hal_01355750v1
proquest_miscellaneous_1843920848
ieee_primary_7539348
crossref_citationtrail_10_1109_TVCG_2016_2598594
pubmed_primary_27875163
crossref_primary_10_1109_TVCG_2016_2598594
proquest_journals_1842282834
PublicationCentury 2000
PublicationDate 2017-Jan.
2017-1-00
2017-01-00
20170101
2017
PublicationDateYYYYMMDD 2017-01-01
PublicationDate_xml – month: 01
  year: 2017
  text: 2017-Jan.
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: New York
PublicationTitle IEEE transactions on visualization and computer graphics
PublicationTitleAbbrev TVCG
PublicationTitleAlternate IEEE Trans Vis Comput Graph
PublicationYear 2017
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Institute of Electrical and Electronics Engineers
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
– name: Institute of Electrical and Electronics Engineers
References ref56
ref12
ref59
dimara (ref14) 2016
ref15
ref58
ref52
ref55
ref11
ref54
ref10
ref17
ref16
ref19
ref18
card (ref9) 1999
ref51
ref46
ref45
ref48
ref47
ref42
ref41
ref44
ref43
kahneman (ref28) 2011
ref49
ref8
yi (ref57) 2008
ware (ref53) 2012
ref4
ref3
ref6
ref5
o'curry (ref38) 1995; 4
ref35
ref34
ref36
ref31
(ref39) 2015; 349
ref30
ref33
ref32
ref2
ref1
pettibone (ref40) 2012; 7
ref24
ref23
ref26
ref25
ref20
ref22
munzner (ref37) 2014
ref21
daradkeh (ref13) 0
ref27
thomas (ref50) 2005
ref29
bolstad (ref7) 2013
ref60
ref61
References_xml – ident: ref17
  doi: 10.1509/jmr.12.0061
– ident: ref31
  doi: 10.1098/rspb.2010.1045
– ident: ref55
  doi: 10.1145/133160.133216
– ident: ref33
  doi: 10.1016/j.jcps.2012.10.008
– ident: ref22
  doi: 10.1509/jmkr.46.3.330
– ident: ref2
  doi: 10.1287/isre.6.4.357
– year: 1999
  ident: ref9
  publication-title: Readings in Information Visualization Using Vision To Think
– ident: ref12
  doi: 10.1037/0003-066X.60.2.170
– ident: ref18
  doi: 10.1111/j.1745-6916.2008.00058.x
– ident: ref3
  doi: 10.1145/2702123.2702426
– ident: ref48
  doi: 10.1509/jmr.14.0093
– ident: ref42
  doi: 10.1109/VAST.2009.5333920
– ident: ref43
  doi: 10.1109/VAST.2008.4677363
– ident: ref21
  doi: 10.1509/jmkr.46.1.1
– ident: ref29
  doi: 10.1016/j.ijhcs.2015.07.001
– ident: ref59
  doi: 10.1145/2702123.2702239
– ident: ref4
  doi: 10.1006/anbe.2001.1925
– ident: ref49
  doi: 10.2307/3172740
– ident: ref15
  doi: 10.1007/978-3-319-26633-6_13
– year: 2013
  ident: ref7
  publication-title: Introduction to Bayesian Statistics
– start-page: 23
  year: 0
  ident: ref13
  article-title: Supporting informed decision-making under uncertainty and risk through interactive visualisation
  publication-title: Proc Fourteenth Australasian User Interface Conference-Vol 139
– ident: ref1
  doi: 10.1006/obhd.1995.1075
– ident: ref16
  doi: 10.1109/TVCG.2008.153
– ident: ref20
  doi: 10.1086/209449
– ident: ref54
  doi: 10.1037/0278-7393.17.4.767
– ident: ref45
  doi: 10.1007/s00265-001-0420-8
– ident: ref60
  doi: 10.1109/TVCG.2010.174
– ident: ref35
  doi: 10.1177/154193120805200444
– ident: ref19
  doi: 10.1136/bmjqs-2011-000149
– ident: ref6
  doi: 10.1086/209535
– volume: 7
  start-page: 513
  year: 2012
  ident: ref40
  article-title: Testing the effect of time pressure on asymmetric dominance and compromise decoys in choice
  publication-title: Judgment and Decision Making
  doi: 10.1017/S1930297500002849
– year: 2008
  ident: ref57
  publication-title: Visualized decision making development and application of information visualization techniques to improve decision quality of nursing home choice
– ident: ref51
  doi: 10.3758/s13423-012-0288-9
– ident: ref30
  doi: 10.1509/jmkr.48.1.62
– ident: ref56
  doi: 10.1509/jmr.14.0020
– ident: ref5
  doi: 10.1145/1385569.1385603
– ident: ref23
  doi: 10.1145/1753326.1753357
– year: 2012
  ident: ref53
  publication-title: Information Visualization Perception for Design
– ident: ref25
  doi: 10.1086/208899
– ident: ref11
  doi: 10.1109/TVCG.2014.2346298
– ident: ref52
  doi: 10.1177/0956797612464241
– ident: ref44
  doi: 10.1086/209527
– year: 2005
  ident: ref50
  publication-title: Illuminating the Path The Research and Development Agenda for Visual Analytics
– ident: ref24
  doi: 10.1006/obhd.1996.0006
– volume: 4
  start-page: 85
  year: 1995
  ident: ref38
  article-title: The attraction effect and political choice in two elections
  publication-title: Journal of Consumer Psychology
  doi: 10.1207/s15327663jcp0401_04
– ident: ref47
  doi: 10.1086/209205
– ident: ref36
  doi: 10.2307/3172885
– ident: ref46
  doi: 10.1145/507752.507756
– ident: ref41
  doi: 10.1086/209085
– ident: ref27
  doi: 10.1086/208943
– year: 2011
  ident: ref28
  publication-title: Thinking Fast and Slow
– ident: ref61
  doi: 10.1007/978-3-540-73214-3_15
– ident: ref26
  doi: 10.1509/jmr.14.0208
– year: 2014
  ident: ref37
  publication-title: Visualization Analysis and Design
  doi: 10.1201/b17511
– ident: ref58
  doi: 10.1057/palgrave.ivs.9500099
– ident: ref32
  doi: 10.1145/1978942.1979278
– year: 2016
  ident: ref14
  publication-title: Testing the Attraction Effect on Two Information Visualization Datasets
– volume: 349
  start-page: 6251
  year: 2015
  ident: ref39
  article-title: Estimating the reproducibility of psychological science
  publication-title: Science
– ident: ref34
  doi: 10.1109/TVCG.2012.199
– ident: ref10
  doi: 10.3758/BF03195321
– ident: ref8
  doi: 10.1109/TVCG.2014.2346984
SSID ssj0014489
Score 2.4799442
Snippet The attraction effect is a well-studied cognitive bias in decision making research, where one's choice between two alternatives is influenced by the presence...
—The attraction effect is a well-studied cognitive bias in decision making research, where one's choice between two alternatives is influenced by the presence...
SourceID hal
proquest
pubmed
crossref
ieee
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 471
SubjectTerms Alternatives
asymmetric dominance effect
Attraction
attraction effect
Bias
Cognition
cognitive bias
Cognitive science
Companies
Computer Science
Data visualization
Decision making
decoy effect
Education
Human-Computer Interaction
Information visualization
Scientific visualization
Uncertainty
Visualization
Title The Attraction Effect in Information Visualization
URI https://ieeexplore.ieee.org/document/7539348
https://www.ncbi.nlm.nih.gov/pubmed/27875163
https://www.proquest.com/docview/1842282834
https://www.proquest.com/docview/1843920848
https://inria.hal.science/hal-01355750
Volume 23
WOSCitedRecordID wos000395537600050&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1941-0506
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0014489
  issn: 1077-2626
  databaseCode: RIE
  dateStart: 19950101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT9wwEB6xiAMc-uDRpgUUEKeqAceJY_u4QlAOCHGgaG-R7XjFSlW22s3y-zvjeKNWAqTeImfyUL5x_I3nBXDGpZHGmTIrC1dlpRQus5SNxkwzzW2uGmlVaDYh7-7UZKLvN-D7kAvjvQ_BZ_6cDoMvv5m7FW2VXSC11kWpRjCSsupztQaPAZoZuo8vlBlHlh49mDnTFw-Plz8oiKs6R66vhKZePBwVVeRV8c9yNHqiYMjQZeV1whkWnuv3__fKH-BdJJjpuNeIj7Dh213qzRzjOHZh568ShHvAUU_Scdct-gSHtK9mnM7aNCYqhdHH2ZKSL_uUzX34eX31cHmTxT4KmcP1t8uMY40WxjDvfKkE_tCExGk8tZYZ4fISwUEzFZGZNtpT9ZapdEI23Fe59Z674gA223nrP0NaNY1gzCiba4PAWmVtUSmrpGKutFwnwNafs3axyDj1uvhVB2OD6ZrAqAmMOoKRwLfhkt99hY23hE8Ro0GOamPfjG9rGkMuK5B7suc8gT0CYpCKGCRwuIa0jhN1WaOBy8nqLPDWJ8NpnGLkNzGtn6-CDLJIajyQwKdeFYZ7r_Xoy8vP_ArbnHhA2LM5hM1usfJHsOWeu9lycYx6PFHHQY__ANtt6eo
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwEB61BYly4NFSCC0QECdEWsexY_u4qiiLWFYclqq3yHa86kpVFu1m-_uZcbIRSBSJW-RMHso3jr_xvADec2WV9VZkovBlJpT0maNsNGbree5yXSunY7MJNZ3qqyvzfQc-DrkwIYQYfBZO6TD68uul39BW2RlSa1MIvQv3pBCcddlag88ADQ3TRRiqjCNP732YOTNns8vzzxTGVZ4i29fSUDcejqoq87L4Y0HavaZwyNhn5W7KGZeei8f_99JP4FFPMdNRpxNPYSc0B9SduY_kOICHvxUhPASOmpKO2nbVpTikXT3jdNGkfapSHL1crCn9skvafAY_Lj7NzsdZ30kh87gCt5n1rDbSWhZ8EFriL00qnMhz55iVPhcIDxqqiM28NoHqt8yVl6rmocxdCNwXR7DXLJvwAtKyriVjVrvcWITWaeeKUjutNPPCcZMA237OyvdlxqnbxU0VzQ1mKgKjIjCqHowEPgyX_OxqbPxL-B1iNMhRdezxaFLRGLJZieyT3eYJHBIQg1SPQQInW0irfqquKzRxOdmdBd767XAaJxl5TmwTlpsogzySWg8k8LxTheHeWz16-fdnvoEH49m3STX5Mv16DPucWEHcwTmBvXa1Ca_gvr9tF-vV66jNvwCrR-xJ
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=The+Attraction+Effect+in+Information+Visualization&rft.jtitle=IEEE+transactions+on+visualization+and+computer+graphics&rft.au=Dimara%2C+Evanthia&rft.au=Bezerianos%2C+Anastasia&rft.au=Dragicevic%2C+Pierre&rft.date=2017&rft.pub=Institute+of+Electrical+and+Electronics+Engineers&rft.issn=1077-2626&rft.volume=23&rft.issue=1&rft.spage=471&rft.epage=480&rft_id=info:doi/10.1109%2FTVCG.2016.2598594&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=oai%3AHAL%3Ahal-01355750v1
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1077-2626&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1077-2626&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1077-2626&client=summon