{"id":"https://openalex.org/W2100056828","doi":"https://doi.org/10.1109/vissoft.2015.7332411","title":"Visual analytics of software structure and metrics","display_name":"Visual analytics of software structure and metrics","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2100056828","doi":"https://doi.org/10.1109/vissoft.2015.7332411","mag":"2100056828"},"language":"en","primary_location":{"id":"doi:10.1109/vissoft.2015.7332411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vissoft.2015.7332411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 3rd Working Conference on Software Visualization (VISSOFT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001086091","display_name":"Taimur Khan","orcid":"https://orcid.org/0009-0007-1020-0064"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I891521709","display_name":"Daimler (Germany)","ror":"https://ror.org/00m0j3d84","country_code":"DE","type":"company","lineage":["https://openalex.org/I891521709"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Taimur Khan","raw_affiliation_strings":["University of Kaiserslautern, Gottlieb-Daimler-Str. 67663, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern, Gottlieb-Daimler-Str. 67663, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I891521709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022106116","display_name":"Henning Barthel","orcid":"https://orcid.org/0000-0001-5406-3021"},"institutions":[{"id":"https://openalex.org/I4210098380","display_name":"Fraunhofer Institute for Experimental Software Engineering","ror":"https://ror.org/00r1wdc11","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098380","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Henning Barthel","raw_affiliation_strings":["Fraunhofer IESE, Fraunhofer-Platz 1 - 67663, Kaiserslautern, Germany","Fraunhofer IESE, Fraunhofer Platz 1, 67663, Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IESE, Fraunhofer-Platz 1 - 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I4210098380"]},{"raw_affiliation_string":"Fraunhofer IESE, Fraunhofer Platz 1, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I4210098380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022150976","display_name":"Achim Ebert","orcid":"https://orcid.org/0000-0001-7938-6732"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I891521709","display_name":"Daimler (Germany)","ror":"https://ror.org/00m0j3d84","country_code":"DE","type":"company","lineage":["https://openalex.org/I891521709"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Achim Ebert","raw_affiliation_strings":["University of Kaiserslautern, Gottlieb-Daimler-Str. 67663, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern, Gottlieb-Daimler-Str. 67663, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I891521709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002540909","display_name":"Peter Liggesmeyer","orcid":"https://orcid.org/0009-0006-7839-5497"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I891521709","display_name":"Daimler (Germany)","ror":"https://ror.org/00m0j3d84","country_code":"DE","type":"company","lineage":["https://openalex.org/I891521709"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Liggesmeyer","raw_affiliation_strings":["University of Kaiserslautern, Gottlieb-Daimler-Str. 67663, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern, Gottlieb-Daimler-Str. 67663, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I891521709"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"16","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9983000159263611,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8045859336853027},{"id":"https://openalex.org/keywords/software-visualization","display_name":"Software visualization","score":0.6999174356460571},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.6843344569206238},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.65329909324646},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6408160924911499},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.6076499819755554},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.5380624532699585},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.5031680464744568},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.478534072637558},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4418630301952362},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4262712299823761},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.41476133465766907},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.4132651090621948},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.3349471092224121},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3089548945426941},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.272336483001709},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2383820116519928},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08631935715675354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8045859336853027},{"id":"https://openalex.org/C4379982","wikidata":"https://www.wikidata.org/wiki/Q1273511","display_name":"Software visualization","level":5,"score":0.6999174356460571},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.6843344569206238},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.65329909324646},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6408160924911499},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6076499819755554},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.5380624532699585},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.5031680464744568},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.478534072637558},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4418630301952362},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4262712299823761},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.41476133465766907},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.4132651090621948},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.3349471092224121},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3089548945426941},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.272336483001709},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2383820116519928},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08631935715675354},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vissoft.2015.7332411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vissoft.2015.7332411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 3rd Working Conference on Software Visualization (VISSOFT)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/390428","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/390428","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W43693908","https://openalex.org/W255723983","https://openalex.org/W289576237","https://openalex.org/W1424942206","https://openalex.org/W1520848031","https://openalex.org/W1545766451","https://openalex.org/W1594453896","https://openalex.org/W1785944873","https://openalex.org/W1953529280","https://openalex.org/W1964381339","https://openalex.org/W1964962870","https://openalex.org/W1970059496","https://openalex.org/W1979900513","https://openalex.org/W1982871693","https://openalex.org/W2004758929","https://openalex.org/W2008626182","https://openalex.org/W2040151369","https://openalex.org/W2055281176","https://openalex.org/W2100379340","https://openalex.org/W2113908489","https://openalex.org/W2128631118","https://openalex.org/W2138295189","https://openalex.org/W2148552436","https://openalex.org/W2158864412","https://openalex.org/W2167363007","https://openalex.org/W2167937298","https://openalex.org/W2612073675","https://openalex.org/W4255534831","https://openalex.org/W6609608310","https://openalex.org/W6610310773","https://openalex.org/W6628161676","https://openalex.org/W6635668259","https://openalex.org/W6908561167"],"related_works":["https://openalex.org/W2167937298","https://openalex.org/W129486473","https://openalex.org/W2062940763","https://openalex.org/W2085103832","https://openalex.org/W2131016342","https://openalex.org/W4385485083","https://openalex.org/W4251752052","https://openalex.org/W2154333971","https://openalex.org/W2047462709","https://openalex.org/W1998411272"],"abstract_inverted_index":{"In":[0,29,99],"terms":[1],"of":[2,9,37,116,127],"software":[3,10,13,39,42,53,75,134],"maintenance":[4],"and":[5,12,19,41,89,96,103,125,136],"comprehension,":[6],"the":[7,123],"fields":[8],"engineering":[11],"visualization":[14,43],"have":[15],"produced":[16],"several":[17],"methods":[18],"tools.":[20],"However,":[21],"they":[22,61],"are":[23,56,67],"typically":[24],"separate":[25],"tools":[26,44,55],"in":[27,59],"practice.":[28],"this":[30],"paper,":[31],"we":[32,107],"present":[33],"a":[34,93,109],"novel":[35],"methodology":[36],"combining":[38],"analysis":[40,54,137],"via":[45],"an":[46],"interactive":[47],"visual":[48,85],"workflow":[49],"modeling":[50],"approach.":[51],"Standard":[52],"also":[57],"limited":[58],"that":[60],"support":[62],"only":[63],"well-known":[64],"metrics":[65],"or":[66],"too":[68],"complicated":[69],"to":[70,101,132],"use":[71],"for":[72],"generating":[73],"custom":[74],"metrics.":[76],"To":[77],"address":[78],"these":[79],"shortcomings,":[80],"our":[81,105,128],"approach":[82,129],"focuses":[83],"on":[84],"elements,":[86],"their":[87],"configurations,":[88],"interconnectivity":[90],"rather":[91],"than":[92],"data":[94],"ontology":[95],"querying":[97],"language.":[98],"order":[100],"test":[102],"validate":[104],"methodology,":[106],"developed":[108],"prototype":[110],"tool":[111],"called":[112],"VIMETRIK":[113],"(Visual":[114],"Specification":[115],"Metrics).":[117],"Our":[118],"preliminary":[119],"evaluation":[120],"study":[121],"illustrates":[122],"intuitiveness":[124],"ease-of-use":[126],"with":[130],"regard":[131],"understanding":[133],"measurement":[135],"data.":[138]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}