{"id":"https://openalex.org/W1964293231","doi":"https://doi.org/10.1145/1148493.1148510","title":"Multiscale and multivariate visualizations of software evolution","display_name":"Multiscale and multivariate visualizations of software evolution","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1964293231","doi":"https://doi.org/10.1145/1148493.1148510","mag":"1964293231"},"language":"en","primary_location":{"id":"doi:10.1145/1148493.1148510","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1148493.1148510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2006 ACM symposium on Software visualization  - SoftVis '06","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.rug.nl/ws/files/2841179/2006ProcSoftVisVoinea1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059201602","display_name":"Lucian Voinea","orcid":"https://orcid.org/0000-0002-7576-3497"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Lucian Voinea","raw_affiliation_strings":["Technische Universiteit, Eindhoven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universiteit, Eindhoven","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024074640","display_name":"Alexandru Telea","orcid":"https://orcid.org/0000-0003-0750-0502"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexandru Telea","raw_affiliation_strings":["Technische Universiteit, Eindhoven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universiteit, Eindhoven","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059201602"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":12.943,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.98127193,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8071789741516113},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7036166787147522},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.633871853351593},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.5669307708740234},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5626463890075684},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5488505959510803},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5376725196838379},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4814833402633667},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4743470251560211},{"id":"https://openalex.org/keywords/software-evolution","display_name":"Software evolution","score":0.4525146782398224},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4460434317588806},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.44416141510009766},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42580530047416687},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.411774605512619},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2932208776473999},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.27414846420288086},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2535398006439209},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.16565674543380737},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.097464919090271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8071789741516113},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7036166787147522},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.633871853351593},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.5669307708740234},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5626463890075684},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5488505959510803},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5376725196838379},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4814833402633667},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4743470251560211},{"id":"https://openalex.org/C202105479","wikidata":"https://www.wikidata.org/wiki/Q265013","display_name":"Software evolution","level":5,"score":0.4525146782398224},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4460434317588806},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.44416141510009766},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42580530047416687},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.411774605512619},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2932208776473999},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.27414846420288086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2535398006439209},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.16565674543380737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.097464919090271},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1148493.1148510","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1148493.1148510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2006 ACM symposium on Software visualization  - SoftVis '06","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.rug.nl:publications/52889fc3-3bf5-427d-bd1b-d5e6ac77be5d","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/52889fc3-3bf5-427d-bd1b-d5e6ac77be5d","pdf_url":"https://pure.rug.nl/ws/files/2841179/2006ProcSoftVisVoinea1.pdf","source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Voinea, L & Telea, A 2006, Multiscale and Multivariate Visualizations of Software Evolution. in EPRINTS-BOOK-TITLE. University of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science.","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:rug:oai:pure.rug.nl:publications/52889fc3-3bf5-427d-bd1b-d5e6ac77be5d","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/52889fc3-3bf5-427d-bd1b-d5e6ac77be5d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPRINTS-BOOK-TITLE","raw_type":"info:eu-repo/semantics/bookpart"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:publications/52889fc3-3bf5-427d-bd1b-d5e6ac77be5d","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/52889fc3-3bf5-427d-bd1b-d5e6ac77be5d","pdf_url":"https://pure.rug.nl/ws/files/2841179/2006ProcSoftVisVoinea1.pdf","source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Voinea, L & Telea, A 2006, Multiscale and Multivariate Visualizations of Software Evolution. in EPRINTS-BOOK-TITLE. University of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science.","raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1964293231.pdf","grobid_xml":"https://content.openalex.org/works/W1964293231.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W12258777","https://openalex.org/W1482122270","https://openalex.org/W1496838008","https://openalex.org/W1533432827","https://openalex.org/W1735790193","https://openalex.org/W1994360381","https://openalex.org/W2043276748","https://openalex.org/W2044762648","https://openalex.org/W2045673926","https://openalex.org/W2080378883","https://openalex.org/W2091756462","https://openalex.org/W2100849134","https://openalex.org/W2101579010","https://openalex.org/W2123319243","https://openalex.org/W2150231504","https://openalex.org/W2164175259"],"related_works":["https://openalex.org/W52840052","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2019696434","https://openalex.org/W2502336004","https://openalex.org/W1741504538","https://openalex.org/W3162837891","https://openalex.org/W4308623176","https://openalex.org/W2358078963","https://openalex.org/W2023249001"],"abstract_inverted_index":{"Software":[0],"evolution":[1,20,93,114,175],"visualization":[2,27],"is":[3,83],"a":[4,31,109,137,148,159],"promising":[5],"technique":[6],"for":[7],"assessing":[8],"the":[9,45,52,64,70,90,140,163,166,174],"software":[10,19,113],"development":[11],"process.":[12],"We":[13,29,95,135,161],"study":[14],"how":[15,84],"complex":[16],"correlations":[17],"of":[18,33,63,92,112,132,165,176],"attributes":[21,43],"can":[22,68],"be":[23],"made":[24],"using":[25,51],"multivariate":[26],"techniques.":[28],"use":[30,86],"combination":[32],"color":[34],"and":[35,101,150],"textures":[36],"to":[37,40,73,85,88,103],"depict":[38],"up":[39],"four":[41,74],"artifact":[42],"at":[44],"same":[46,53],"time":[47],"in":[48,108,147],"one":[49],"view":[50],"spatial":[54],"layout.":[55],"Next,":[56],"we":[57,81],"describe":[58],"an":[59],"interactive":[60],"navigation":[61],"method":[62,118,127],"attribute":[65],"space":[66],"that":[67],"extend":[69],"correlation":[71],"capabilities":[72],"or":[75],"more":[76],"attributes.":[77],"A":[78],"second":[79],"issue":[80],"address":[82],"clustering":[87,111,149],"reduce":[89],"complexity":[91],"visualizations.":[94],"propose":[96,136],"two":[97,170,177],"new":[98],"methods,":[99],"isometric":[100,117],"isorelevance,":[102],"generate":[104],"relevant":[105],"abstraction":[106],"levels":[107],"hierarchical":[110],"artifacts.":[115],"The":[116,125],"generates":[119,128],"partitions":[120,129,146],"with":[121,130,169],"similar":[122,133],"size":[123,180],"elements.":[124],"isorelevance":[126],"elements":[131],"relevance.":[134],"novel":[138],"widget,":[139],"cluster":[141],"map,":[142],"which":[143],"visualizes":[144],"all":[145],"supports":[151],"users":[152],"when":[153,157],"making":[154],"size/relevance":[155],"compromises":[156],"choosing":[158],"partition.":[160],"illustrate":[162],"applicability":[164],"proposed":[167],"techniques":[168],"usage":[171],"scenarios":[172],"on":[173],"real-life":[178],"industry":[179],"projects.":[181]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":3}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}