{"id":"https://openalex.org/W2938637766","doi":"https://doi.org/10.1145/3319008.3319356","title":"A Preliminary Comparison of Using Variability Modeling Approaches to Represent Experiment Families","display_name":"A Preliminary Comparison of Using Variability Modeling Approaches to Represent Experiment Families","publication_year":2019,"publication_date":"2019-04-10","ids":{"openalex":"https://openalex.org/W2938637766","doi":"https://doi.org/10.1145/3319008.3319356","mag":"2938637766"},"language":"en","primary_location":{"id":"doi:10.1145/3319008.3319356","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319008.3319356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Evaluation and Assessment 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/A5008155980","display_name":"Amadeu Anderlin Neto","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148508","display_name":"Instituto Federal do Amazonas","ror":"https://ror.org/045nsn047","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210148508"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Amadeu Anderlin Neto","raw_affiliation_strings":["Dept. Informatics, SE Lab PUC-Rio, Rio de Janeiro, Brazil and Federal Institute of Education Science and Technology of Amazonas, Manaus, Brazil"],"affiliations":[{"raw_affiliation_string":"Dept. Informatics, SE Lab PUC-Rio, Rio de Janeiro, Brazil and Federal Institute of Education Science and Technology of Amazonas, Manaus, Brazil","institution_ids":["https://openalex.org/I4210148508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062526200","display_name":"Marcos Kalinowski","orcid":"https://orcid.org/0000-0003-1445-3425"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Kalinowski","raw_affiliation_strings":["Dept. Informatics, SE Lab PUC-Rio, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Dept. Informatics, SE Lab PUC-Rio, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007792821","display_name":"Alessandro Garcia","orcid":"https://orcid.org/0000-0001-5788-5215"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alessandro Garcia","raw_affiliation_strings":["Dept. Informatics, SE Lab PUC-Rio, Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Dept. Informatics, SE Lab PUC-Rio, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101864493","display_name":"Dietmar Winkler","orcid":"https://orcid.org/0000-0002-4743-3124"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dietmar Winkler","raw_affiliation_strings":["CDL-SQI, Information Systems Eng., Vienna University of Technology, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"CDL-SQI, Information Systems Eng., Vienna University of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065534796","display_name":"Stefan Biffl","orcid":"https://orcid.org/0000-0002-3413-7780"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Biffl","raw_affiliation_strings":["CDL-SQI, Information Systems Eng., Vienna University of Technology, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"CDL-SQI, Information Systems Eng., Vienna University of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008155980"],"corresponding_institution_ids":["https://openalex.org/I4210148508"],"apc_list":null,"apc_paid":null,"fwci":0.42,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69739412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"02","issue":null,"first_page":"333","last_page":"338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9984999895095825,"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":0.9932000041007996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.7596530914306641},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6843944191932678},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.606043815612793},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5052703022956848},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4797583818435669},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4703775942325592},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46176284551620483},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4606935679912567},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.45608043670654297},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4211316704750061},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39659571647644043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37711000442504883},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3539322018623352},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.333127498626709},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14559981226921082},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.12502548098564148},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10336729884147644}],"concepts":[{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.7596530914306641},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6843944191932678},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.606043815612793},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5052703022956848},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4797583818435669},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4703775942325592},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46176284551620483},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4606935679912567},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.45608043670654297},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4211316704750061},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39659571647644043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37711000442504883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3539322018623352},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.333127498626709},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14559981226921082},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.12502548098564148},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10336729884147644},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3319008.3319356","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319008.3319356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Evaluation and Assessment on Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311813","display_name":"\u00d6sterreichische Nationalstiftung f\u00fcr Forschung, Technologie und Entwicklung","ror":"https://ror.org/04hb33h70"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320323591","display_name":"Christian Doppler Forschungsgesellschaft","ror":"https://ror.org/00mv8h305"},{"id":"https://openalex.org/F4320327593","display_name":"Bundesministerium f\u00fcr Digitalisierung und Wirtschaftsstandort","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1494019345","https://openalex.org/W1570173564","https://openalex.org/W1900885688","https://openalex.org/W1968966691","https://openalex.org/W1995714737","https://openalex.org/W2012596835","https://openalex.org/W2024826021","https://openalex.org/W2032487419","https://openalex.org/W2040918468","https://openalex.org/W2066707382","https://openalex.org/W2067341667","https://openalex.org/W2094419105","https://openalex.org/W2099213660","https://openalex.org/W2104577574","https://openalex.org/W2113533445","https://openalex.org/W2125398918","https://openalex.org/W2127323731","https://openalex.org/W2136430857","https://openalex.org/W2143360720","https://openalex.org/W2159328242","https://openalex.org/W2160616025","https://openalex.org/W2290724249","https://openalex.org/W2477378326","https://openalex.org/W2811295913","https://openalex.org/W4230983304","https://openalex.org/W4291213652","https://openalex.org/W4388505008"],"related_works":["https://openalex.org/W4234886518","https://openalex.org/W2389591058","https://openalex.org/W2382112581","https://openalex.org/W3124036233","https://openalex.org/W4229787472","https://openalex.org/W2486541857","https://openalex.org/W2108840191","https://openalex.org/W4205713785","https://openalex.org/W2759366996","https://openalex.org/W2110679372"],"abstract_inverted_index":{"Background:":[0],"Replication":[1],"is":[2,32,54,69,182],"essential":[3],"to":[4,34,56,70,79,91,98,146,154,184,189,227,231],"build":[5],"knowledge":[6],"in":[7,13,215],"empirical":[8],"science.":[9],"Experiment":[10],"replications":[11,37,158,191],"reported":[12],"the":[14,43,72,93,133,160,178,202,207,220],"software":[15],"engineering":[16],"context":[17],"present":[18],"variabilities":[19,31,51],"on":[20,132,195],"their":[21,58,110],"design":[22],"elements,":[23],"e.g.,":[24],"variables,":[25],"materials.":[26],"The":[27,64],"understanding":[28,59],"of":[29,45,49,66,74,95,120,141,176],"these":[30],"required":[33],"plan":[35,155,190],"experimental":[36],"within":[38],"a":[39,118,138,166,216],"research":[40],"program.":[41],"However,":[42],"lack":[44],"an":[46,84],"explicit":[47],"representation":[48],"experiments'":[50],"and":[52,60,87,90,112,114,127,171,174,188,223],"commonalities":[53,111],"likely":[55],"hamper":[57],"replication":[61,101,148,233],"planning.":[62,102,149,234],"Aims:":[63],"goal":[65],"this":[67],"paper":[68],"explore":[71],"use":[73],"Variability":[75,129],"Modeling":[76],"Approaches":[77],"(VMAs)":[78],"represent":[80,185],"experiment":[81,100,107,157,186],"families":[82,187],"(i.e.,":[83],"original":[85],"study":[86],"its":[88],"replications)":[89],"investigate":[92],"feasibility":[94],"using":[96,117,142,177,192],"VMAs":[97,145,161,226],"support":[99,147,232],"Method:":[103],"We":[104],"selected":[105],"two":[106],"families,":[108],"analyzed":[109],"variabilities,":[113],"represented":[115],"them":[116],"set":[119],"well-known":[121],"VMAs:":[122],"Feature":[123,203,221],"Model,":[124,126],"Decision":[125,224],"Orthogonal":[128],"Model.":[130],"Based":[131,194],"resulting":[134],"models,":[135],"we":[136,169,199,212],"conducted":[137],"preliminary":[139],"comparison":[140],"such":[143],"alternative":[144],"Results:":[150],"Subjects":[151],"were":[152],"able":[153],"consistent":[156],"with":[159],"as":[162],"support.":[163],"Additionally,":[164],"through":[165],"qualitative":[167],"analysis,":[168],"identified":[170,213],"discuss":[172],"advantages":[173],"limitations":[175],"VMAs.":[179,193],"Conclusions:":[180],"It":[181],"feasible":[183],"our":[196],"emerging":[197],"results,":[198],"conclude":[200],"that":[201],"Model":[204,222,225],"VMA":[205],"provides":[206],"most":[208],"suitable":[209],"representation.":[210],"Furthermore,":[211],"benefits":[214],"potential":[217],"merge":[218],"between":[219],"provide":[228],"more":[229],"details":[230]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
