{"id":"https://openalex.org/W3092043080","doi":"https://doi.org/10.15439/2020f163","title":"Community Detection in Model-based Testing to Address Scalability: Study Design","display_name":"Community Detection in Model-based Testing to Address Scalability: Study Design","publication_year":2020,"publication_date":"2020-09-26","ids":{"openalex":"https://openalex.org/W3092043080","doi":"https://doi.org/10.15439/2020f163","mag":"3092043080"},"language":"en","primary_location":{"id":"doi:10.15439/2020f163","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f163","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/163.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2020/drp/pdf/163.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087422329","display_name":"Alper Silistre","orcid":"https://orcid.org/0000-0002-2255-1036"},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Alper Silistre","raw_affiliation_strings":["International Computer Institute, Ege University, Izmir, Turkey","International Computer Institute Ege University,\u0130zmir,Turkey"],"affiliations":[{"raw_affiliation_string":"International Computer Institute, Ege University, Izmir, Turkey","institution_ids":["https://openalex.org/I41641357"]},{"raw_affiliation_string":"International Computer Institute Ege University,\u0130zmir,Turkey","institution_ids":["https://openalex.org/I41641357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008156938","display_name":"Onur K\u0131l\u0131n\u00e7\u00e7eker","orcid":"https://orcid.org/0000-0001-5996-4398"},"institutions":[{"id":"https://openalex.org/I79946792","display_name":"Mu\u011fla University","ror":"https://ror.org/05n2cz176","country_code":"TR","type":"education","lineage":["https://openalex.org/I79946792"]},{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE","TR"],"is_corresponding":false,"raw_author_name":"Onur Kilincceker","raw_affiliation_strings":["Mugla Sitki Kocman University, Mugla, Turkey","University of Paderborn, Paderborn, Germany","University of Paderborn Paderborn, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Mugla Sitki Kocman University, Mugla, Turkey","institution_ids":["https://openalex.org/I79946792"]},{"raw_affiliation_string":"University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]},{"raw_affiliation_string":"University of Paderborn Paderborn, Germany#TAB#","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077251668","display_name":"Fevzi Belli","orcid":"https://orcid.org/0000-0002-8421-3497"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]},{"id":"https://openalex.org/I120217413","display_name":"Izmir Institute of Technology","ror":"https://ror.org/03stptj97","country_code":"TR","type":"education","lineage":["https://openalex.org/I120217413"]}],"countries":["DE","TR"],"is_corresponding":false,"raw_author_name":"Fevzi Belli","raw_affiliation_strings":["Izmir Institute of Technology, Izmir, Turkey","University of Paderborn, Paderborn, Germany"],"affiliations":[{"raw_affiliation_string":"Izmir Institute of Technology, Izmir, Turkey","institution_ids":["https://openalex.org/I120217413"]},{"raw_affiliation_string":"University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006565100","display_name":"Moharram Challenger","orcid":"https://orcid.org/0000-0002-5436-6070"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Moharram Challenger","raw_affiliation_strings":["University of Antwerp and Flanders Make,Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp and Flanders Make,Belgium","institution_ids":["https://openalex.org/I4210116480","https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048539033","display_name":"Geylani Karda\u015f","orcid":"https://orcid.org/0000-0001-6975-305X"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]},{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE","TR"],"is_corresponding":false,"raw_author_name":"Geylani Karda\u015f","raw_affiliation_strings":["International Computer Institute, Ege University, Izmir, Turkey","University of Antwerp and Flanders Make, Belgium","International Computer Institute Ege University,\u0130zmir,Turkey"],"affiliations":[{"raw_affiliation_string":"International Computer Institute, Ege University, Izmir, Turkey","institution_ids":["https://openalex.org/I41641357"]},{"raw_affiliation_string":"University of Antwerp and Flanders Make, Belgium","institution_ids":["https://openalex.org/I4210116480","https://openalex.org/I149213910"]},{"raw_affiliation_string":"International Computer Institute Ege University,\u0130zmir,Turkey","institution_ids":["https://openalex.org/I41641357"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087422329"],"corresponding_institution_ids":["https://openalex.org/I41641357"],"apc_list":null,"apc_paid":null,"fwci":1.1203,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73648649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"21","issue":null,"first_page":"657","last_page":"660"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9858999848365784,"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/scalability","display_name":"Scalability","score":0.8746559619903564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8061662316322327},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.5602557063102722},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5401536226272583},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.43677008152008057},{"id":"https://openalex.org/keywords/white-box-testing","display_name":"White-box testing","score":0.432233065366745},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4277050495147705},{"id":"https://openalex.org/keywords/software-performance-testing","display_name":"Software performance testing","score":0.41141706705093384},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3224678635597229},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.2741357684135437},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16639870405197144},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09816473722457886},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.0942278802394867},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08676367998123169}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8746559619903564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8061662316322327},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.5602557063102722},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5401536226272583},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.43677008152008057},{"id":"https://openalex.org/C162443782","wikidata":"https://www.wikidata.org/wiki/Q1066228","display_name":"White-box testing","level":5,"score":0.432233065366745},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4277050495147705},{"id":"https://openalex.org/C178059732","wikidata":"https://www.wikidata.org/wiki/Q1982529","display_name":"Software performance testing","level":5,"score":0.41141706705093384},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3224678635597229},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2741357684135437},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16639870405197144},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09816473722457886},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0942278802394867},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08676367998123169},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.15439/2020f163","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f163","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/163.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:2ee9b961e67b453bab85131af44a6918","is_oa":true,"landing_page_url":"https://doaj.org/article/2ee9b961e67b453bab85131af44a6918","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 21, Pp 657-660 (2020)","raw_type":"article"},{"id":"pmh:oai:openaccess.iyte.edu.tr:11147/9881","is_oa":false,"landing_page_url":"https://doi.org/10.15439/2020F163","pdf_url":null,"source":{"id":"https://openalex.org/S4377196445","display_name":"IYTE GCRIS Database (Izmir Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I120217413","host_organization_name":"Izmir Institute of Technology","host_organization_lineage":["https://openalex.org/I120217413"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"}],"best_oa_location":{"id":"doi:10.15439/2020f163","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f163","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/163.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092043080.pdf","grobid_xml":"https://content.openalex.org/works/W3092043080.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1966976589","https://openalex.org/W1970301364","https://openalex.org/W2006060642","https://openalex.org/W2110620844","https://openalex.org/W2111002549","https://openalex.org/W2112439948","https://openalex.org/W2113457891","https://openalex.org/W2122515732","https://openalex.org/W2127048411","https://openalex.org/W2128779711","https://openalex.org/W2148898704","https://openalex.org/W2167762898","https://openalex.org/W2747314559","https://openalex.org/W2797618585","https://openalex.org/W2886168158","https://openalex.org/W2949344645","https://openalex.org/W2952057408","https://openalex.org/W2965301236","https://openalex.org/W2980219232","https://openalex.org/W3001569607","https://openalex.org/W3104267360","https://openalex.org/W4285719527","https://openalex.org/W6651956098","https://openalex.org/W6679023746","https://openalex.org/W6679363661","https://openalex.org/W6750766279"],"related_works":["https://openalex.org/W2100349471","https://openalex.org/W2387992358","https://openalex.org/W2560445721","https://openalex.org/W2376559135","https://openalex.org/W2376226556","https://openalex.org/W3197709817","https://openalex.org/W3214776400","https://openalex.org/W2186644673","https://openalex.org/W2754483506","https://openalex.org/W2376324434"],"abstract_inverted_index":{"Model-based":[0],"GUI":[1,46],"testing":[2,16,23,47,68],"has":[3],"achieved":[4],"widespread":[5],"recognition":[6],"in":[7,107],"academy":[8],"thanks":[9],"to":[10,14,18,21,27,64,83],"its":[11,19],"advantages":[12],"compared":[13],"code-based":[15],"due":[17],"potentials":[20],"automate":[22],"and":[24,101],"the":[25,40,44,85,108],"ability":[26],"cover":[28],"bigger":[29],"parts":[30],"more":[31,70],"efficiently.":[32],"In":[33],"this":[34],"study":[35,55],"design":[36],"paper,":[37],"we":[38],"address":[39],"scalability":[41,86],"part":[42],"of":[43,61,80],"model-based":[45,67],"by":[48],"using":[49],"community":[50,113],"detection":[51,114],"algorithms.":[52],"A":[53],"case":[54],"is":[56,116],"presented":[57],"as":[58,77],"an":[59,78],"example":[60,79],"possible":[62],"improvements":[63],"make":[65],"a":[66,112],"approach":[69,82],"efficient.":[71],"We":[72,88],"demonstrate":[73],"layered":[74],"ESG":[75,109],"models":[76],"our":[81],"consider":[84],"problem.":[87],"present":[89],"rough":[90],"calculations":[91],"with":[92],"expected":[93],"results,":[94],"which":[95],"show":[96],"9":[97],"times":[98],"smaller":[99],"time":[100],"space":[102],"units":[103],"for":[104],"100":[105],"events":[106],"model":[110],"when":[111],"algorithm":[115],"applied.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}