{"id":"https://openalex.org/W2004471732","doi":"https://doi.org/10.1145/2568225.2568241","title":"Design rule spaces: a new form of architecture insight","display_name":"Design rule spaces: a new form of architecture insight","publication_year":2014,"publication_date":"2014-05-20","ids":{"openalex":"https://openalex.org/W2004471732","doi":"https://doi.org/10.1145/2568225.2568241","mag":"2004471732"},"language":"en","primary_location":{"id":"doi:10.1145/2568225.2568241","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2568225.2568241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 36th International Conference on Software Engineering","raw_type":"proceedings-article"},"type":"article","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/A5000773809","display_name":"Lu Xiao","orcid":"https://orcid.org/0000-0002-3202-3077"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lu Xiao","raw_affiliation_strings":["Drexel University, USA","#N# Drexel University, USA"],"affiliations":[{"raw_affiliation_string":"Drexel University, USA","institution_ids":["https://openalex.org/I72816309"]},{"raw_affiliation_string":"#N# Drexel University, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008974593","display_name":"Yuanfang Cai","orcid":"https://orcid.org/0000-0002-2690-8557"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanfang Cai","raw_affiliation_strings":["Drexel University, USA","#N# Drexel University, USA"],"affiliations":[{"raw_affiliation_string":"Drexel University, USA","institution_ids":["https://openalex.org/I72816309"]},{"raw_affiliation_string":"#N# Drexel University, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076545746","display_name":"Rick Kazman","orcid":"https://orcid.org/0000-0003-0392-2783"},"institutions":[{"id":"https://openalex.org/I1331384533","display_name":"University of Hawaii System","ror":"https://ror.org/03tzaeb71","country_code":"US","type":"education","lineage":["https://openalex.org/I1331384533"]},{"id":"https://openalex.org/I37426187","display_name":"Stockholm Environment Institute","ror":"https://ror.org/03kke0n21","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I37426187","https://openalex.org/I4210154877"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rick Kazman","raw_affiliation_strings":["University of Hawaii, USA / SEI, USA","University of Hawaii, USA / SEI, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Hawaii, USA / SEI, USA","institution_ids":["https://openalex.org/I1331384533","https://openalex.org/I37426187"]},{"raw_affiliation_string":"University of Hawaii, USA / SEI, USA#TAB#","institution_ids":["https://openalex.org/I1331384533","https://openalex.org/I37426187"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000773809"],"corresponding_institution_ids":["https://openalex.org/I72816309"],"apc_list":null,"apc_paid":null,"fwci":23.667,"has_fulltext":false,"cited_by_count":98,"citation_normalized_percentile":{"value":0.99345789,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"967","last_page":"977"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9800999760627747,"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":0.7415884733200073},{"id":"https://openalex.org/keywords/code-refactoring","display_name":"Code refactoring","score":0.558861494064331},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5231560468673706},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4660775363445282},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4401625692844391},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4391048550605774},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3836830258369446},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.28065258264541626},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.24557709693908691}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415884733200073},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.558861494064331},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5231560468673706},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4660775363445282},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4401625692844391},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4391048550605774},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3836830258369446},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.28065258264541626},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.24557709693908691},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2568225.2568241","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2568225.2568241","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 36th International Conference on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W10259981","https://openalex.org/W1534732112","https://openalex.org/W1677598599","https://openalex.org/W1969910885","https://openalex.org/W2033564055","https://openalex.org/W2077323210","https://openalex.org/W2079753552","https://openalex.org/W2100945416","https://openalex.org/W2105300539","https://openalex.org/W2110244733","https://openalex.org/W2111517663","https://openalex.org/W2123644146","https://openalex.org/W2128798203","https://openalex.org/W2129164226","https://openalex.org/W2135198476","https://openalex.org/W2147105902","https://openalex.org/W2148802839","https://openalex.org/W2158744032","https://openalex.org/W2158864412","https://openalex.org/W2159610968","https://openalex.org/W2162520939","https://openalex.org/W2164403426","https://openalex.org/W2166996898","https://openalex.org/W2169291221","https://openalex.org/W2169950128"],"related_works":["https://openalex.org/W4313549863","https://openalex.org/W2072205733","https://openalex.org/W2052246872","https://openalex.org/W2395465245","https://openalex.org/W2101762871","https://openalex.org/W3176957927","https://openalex.org/W4296534969","https://openalex.org/W4312761314","https://openalex.org/W2476494490","https://openalex.org/W3194667890"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,41,93,113],"investigate":[4],"software":[5],"architecture":[6,157],"as":[7,35],"a":[8,36,83],"set":[9],"of":[10,39,106,155],"overlapping":[11],"design":[12,28,45,57,85,99,126],"rule":[13,29,46,58,86,100,127,147],"spaces,":[14,128],"formed":[15,102],"by":[16,81,89,103],"one":[17],"or":[18,21],"more":[19],"structural":[20,50,62,134],"evolutionary":[22,33,109],"relationships":[23],"and":[24,73,160,164],"clustered":[25],"using":[26],"our":[27,90],"hierarchy":[30],"algorithm.":[31],"Considering":[32],"coupling":[34],"special":[37],"type":[38],"relationship,":[40],"investigated":[42],"(1)":[43],"whether":[44,56],"spaces":[47,59,101,148],"can":[48,60,78],"reveal":[49,61],"relations":[51],"among":[52],"error-prone":[53,76,121],"files;":[54],"(2)":[55],"problems":[63,135],"contributing":[64],"to":[65,96,118,124,131,166],"error-proneness.We":[66],"studied":[67],"three":[68],"large-scale":[69],"open":[70],"source":[71],"projects":[72],"found":[74],"that":[75,136],"files":[77,122,142],"be":[79],"captured":[80],"just":[82],"few":[84],"sub-spaces.":[87],"Supported":[88],"tool,":[91],"Titan,":[92],"are":[94,114,143,158],"able":[95,117],"flexibly":[97],"visualize":[98,119,132],"different":[104],"types":[105],"relationships,":[107],"including":[108],"dependencies.":[110],"This":[111],"way,":[112],"not":[115],"only":[116],"which":[120,125,153],"belong":[123],"but":[129],"also":[130],"the":[133,156],"give":[137],"insight":[138],"into":[139],"why":[140],"these":[141],"error":[144],"prone.":[145],"Design":[146],"provide":[149],"valuable":[150],"direction":[151],"on":[152,161],"parts":[154],"problematic,":[159],"why,":[162],"when,":[163],"how":[165],"refactor.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
