Discovering patterns of correlation and similarities in software project data with the Circos visualization tool

Software cost estimation based on multivariate data from completed projects requires the building of efficient models. These models essentially describe relations in the data, either on the basis of correlations between variables or of similarities between the projects. The continuous growth of the...

Full description

Saved in:

Bibliographic Details
Main Authors:	Kosti, Makrina Viola, Lazaridou, Sofia, Bourazani, Nikoleta, Angelis, Lefteris
Format:	Journal Article
Language:	English
Published:	06-10-2011
Subjects:	Computer Science - Artificial Intelligence Computer Science - Software Engineering
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Abstract	Software cost estimation based on multivariate data from completed projects requires the building of efficient models. These models essentially describe relations in the data, either on the basis of correlations between variables or of similarities between the projects. The continuous growth of the amount of data gathered and the need to perform preliminary analysis in order to discover patterns able to drive the building of reasonable models, leads the researchers towards intelligent and time-saving tools which can effectively describe data and their relationships. The goal of this paper is to suggest an innovative visualization tool, widely used in bioinformatics, which represents relations in data in an aesthetic and intelligent way. In order to illustrate the capabilities of the tool, we use a well known dataset from software engineering projects.
AbstractList	Software cost estimation based on multivariate data from completed projects requires the building of efficient models. These models essentially describe relations in the data, either on the basis of correlations between variables or of similarities between the projects. The continuous growth of the amount of data gathered and the need to perform preliminary analysis in order to discover patterns able to drive the building of reasonable models, leads the researchers towards intelligent and time-saving tools which can effectively describe data and their relationships. The goal of this paper is to suggest an innovative visualization tool, widely used in bioinformatics, which represents relations in data in an aesthetic and intelligent way. In order to illustrate the capabilities of the tool, we use a well known dataset from software engineering projects.
Author	Kosti, Makrina Viola Lazaridou, Sofia Bourazani, Nikoleta Angelis, Lefteris
Author_xml	– sequence: 1 givenname: Makrina Viola surname: Kosti fullname: Kosti, Makrina Viola – sequence: 2 givenname: Sofia surname: Lazaridou fullname: Lazaridou, Sofia – sequence: 3 givenname: Nikoleta surname: Bourazani fullname: Bourazani, Nikoleta – sequence: 4 givenname: Lefteris surname: Angelis fullname: Angelis, Lefteris
BackLink	https://doi.org/10.48550/arXiv.1110.1303$$DView paper in arXiv
BookMark	eNotzz1PwzAUhWEPMEBhZ0L3D7TEcew6IypflSqxdI9u_EEvSu3INinw66GU6UhneKXnkp2FGBxjN7xaNFrK6g7TJ00Lzn8PLipxwcYHyiZOLlF4gxFLcSlkiB5MTMkNWCgGwGAh054GTFTIZaAAOfpywORgTPHdmQIWC8KByg7KzsGKkokZJsofOND3qVNiHK7Yucchu-v_nbHt0-N29TLfvD6vV_ebOSop5hp7KxVKi7I1yngtUNYeVb9spG_6ytRSy752vLZKKt3ikgsvubCoVastFzN2e8r-ibsx0R7TV3eUd0e5-AFvEVgc
ContentType	Journal Article
Copyright	http://arxiv.org/licenses/nonexclusive-distrib/1.0
Copyright_xml	– notice: http://arxiv.org/licenses/nonexclusive-distrib/1.0
DBID	AKY GOX
DOI	10.48550/arxiv.1110.1303
DatabaseName	arXiv Computer Science arXiv.org
DatabaseTitleList
Database_xml	– sequence: 1 dbid: GOX name: arXiv.org url: http://arxiv.org/find sourceTypes: Open Access Repository
DeliveryMethod	fulltext_linktorsrc
ExternalDocumentID	1110_1303
GroupedDBID	AKY GOX
ID	FETCH-LOGICAL-a653-8abd56a5da59c6cf83a52fa6b745f4b0c2585b2e12d65689a713f513da8698d13
IEDL.DBID	GOX
IngestDate	Mon Jan 08 05:49:35 EST 2024
IsDoiOpenAccess	true
IsOpenAccess	true
IsPeerReviewed	false
IsScholarly	false
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-a653-8abd56a5da59c6cf83a52fa6b745f4b0c2585b2e12d65689a713f513da8698d13
OpenAccessLink	https://arxiv.org/abs/1110.1303
ParticipantIDs	arxiv_primary_1110_1303
PublicationCentury	2000
PublicationDate	2011-10-06
PublicationDateYYYYMMDD	2011-10-06
PublicationDate_xml	– month: 10 year: 2011 text: 2011-10-06 day: 06
PublicationDecade	2010
PublicationYear	2011
Score	1.5038583
SecondaryResourceType	preprint
Snippet	Software cost estimation based on multivariate data from completed projects requires the building of efficient models. These models essentially describe...
SourceID	arxiv
SourceType	Open Access Repository
SubjectTerms	Computer Science - Artificial Intelligence Computer Science - Software Engineering
Title	Discovering patterns of correlation and similarities in software project data with the Circos visualization tool
URI	https://arxiv.org/abs/1110.1303
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
link	http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwdV25TsQwELXYrWgQiPucgtZi4yOJS7QHW0HBFtshn1IkSFbxHnw-tpNFNLT2yIVHtt943rxB6NFJZhRnDI9sRjETkmMpFMdF6aLEjxNKxdrh-Xvxuiwn0yiT87CvhZHtd7Xt9IGVfwoHMfUrpgM0ICQytl7ell2yMSlx9ea_ZgFhppE_T8TsGB312A6eO2ecoANbn6LVpPI68iTDGwGrpGZZe2gc6NgXo2OiQQjnwVdfVQgzk8IpVDX4cEHuZGuh_yyBSOaE-G8KAbTBuGp142Fb-VgW2RVTwrppPs_QYjZdjOe4b3OAZc4pLqUyPJfcSC50rl1JJSdO5qpg3DE10iQgekVsRkzAXqWQIax0PKNGlrkoTUbP0bBuanuJIKyRa2YIU7pgIlgIa2khdKYlj8jjCl2k7flYdUoWEf6nhBa9_nfmBh2SPe0tv0XDdbuxd2jgzeY-eeMH9JOLrQ
link.rule.ids	228,230,782,887
linkProvider	Cornell University
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=Discovering+patterns+of+correlation+and+similarities+in+software+project+data+with+the+Circos+visualization+tool&rft.au=Kosti%2C+Makrina+Viola&rft.au=Lazaridou%2C+Sofia&rft.au=Bourazani%2C+Nikoleta&rft.au=Angelis%2C+Lefteris&rft.date=2011-10-06&rft_id=info:doi/10.48550%2Farxiv.1110.1303&rft.externalDocID=1110_1303