{"id":"https://openalex.org/W3015378334","doi":"https://doi.org/10.1109/access.2020.2987108","title":"Mining Component-Based Software Behavioral Models Using Dynamic Analysis","display_name":"Mining Component-Based Software Behavioral Models Using Dynamic Analysis","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3015378334","doi":"https://doi.org/10.1109/access.2020.2987108","mag":"3015378334"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2987108","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987108","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09063512.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09063512.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005405701","display_name":"Ting Lu","orcid":"https://orcid.org/0000-0001-5459-958X"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]},{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Lu","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China","School of Computer Science and Technology, Shandong University of Technology, Zibo 255000, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo 255000, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331605","display_name":"Cong Liu","orcid":"https://orcid.org/0000-0002-5999-2126"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Liu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo 255000, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo 255000, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040737744","display_name":"Hua Duan","orcid":"https://orcid.org/0000-0002-0947-2704"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hua Duan","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003178957","display_name":"Qingtian Zeng","orcid":"https://orcid.org/0000-0002-6421-8223"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingtian Zeng","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040737744"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.632,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9296669,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"68883","last_page":"68894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9970999956130981,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9861999750137329,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799321174621582},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.7057410478591919},{"id":"https://openalex.org/keywords/component-based-software-engineering","display_name":"Component-based software engineering","score":0.6417732238769531},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.5335476994514465},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5210182666778564},{"id":"https://openalex.org/keywords/software-framework","display_name":"Software framework","score":0.49484676122665405},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.4767875671386719},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4466971755027771},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.4442753791809082},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4396129548549652},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.4368040859699249},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41386204957962036},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19597715139389038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799321174621582},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.7057410478591919},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.6417732238769531},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.5335476994514465},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5210182666778564},{"id":"https://openalex.org/C76518257","wikidata":"https://www.wikidata.org/wiki/Q271680","display_name":"Software framework","level":5,"score":0.49484676122665405},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.4767875671386719},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4466971755027771},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.4442753791809082},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4396129548549652},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.4368040859699249},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41386204957962036},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19597715139389038},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2987108","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987108","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09063512.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bf79ea02ced646eaa7ebd6de430d8fe0","is_oa":true,"landing_page_url":"https://doaj.org/article/bf79ea02ced646eaa7ebd6de430d8fe0","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 68883-68894 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2987108","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987108","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09063512.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2782574266","display_name":null,"funder_award_id":"2015TDJH102","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"},{"id":"https://openalex.org/G2799665266","display_name":null,"funder_award_id":"ZR2017MF027","funder_id":"https://openalex.org/F4320313895","funder_display_name":"Department of Science and Technology of Shandong Province"},{"id":"https://openalex.org/G295031474","display_name":null,"funder_award_id":"tsqn201909109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3113644385","display_name":null,"funder_award_id":"2019KJN024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4550004416","display_name":null,"funder_award_id":"2019KJN024","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"},{"id":"https://openalex.org/G5484935515","display_name":null,"funder_award_id":"6190222","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6176821130","display_name":null,"funder_award_id":"ZR2017MF027","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"},{"id":"https://openalex.org/G6509670618","display_name":null,"funder_award_id":"tsqn201909109","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"},{"id":"https://openalex.org/G689234925","display_name":null,"funder_award_id":"61902222","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7166485517","display_name":null,"funder_award_id":"2019KJN024","funder_id":"https://openalex.org/F4320311026","funder_display_name":"Shandong University"},{"id":"https://openalex.org/G7238666221","display_name":null,"funder_award_id":"2015TDJH102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7292913769","display_name":null,"funder_award_id":"61902222","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8891641304","display_name":null,"funder_award_id":"ZR2017MF027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G935457983","display_name":null,"funder_award_id":"61973180","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"},{"id":"https://openalex.org/F4320313895","display_name":"Department of Science and Technology of Shandong Province","ror":"https://ror.org/01b9fvd84"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322522","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015378334.pdf","grobid_xml":"https://content.openalex.org/works/W3015378334.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W628993325","https://openalex.org/W1506519717","https://openalex.org/W1593845965","https://openalex.org/W1981182823","https://openalex.org/W1987350303","https://openalex.org/W2006267758","https://openalex.org/W2006862253","https://openalex.org/W2042175319","https://openalex.org/W2046835698","https://openalex.org/W2053352009","https://openalex.org/W2062052233","https://openalex.org/W2067741328","https://openalex.org/W2086366526","https://openalex.org/W2096998948","https://openalex.org/W2113355185","https://openalex.org/W2113641467","https://openalex.org/W2121066518","https://openalex.org/W2140560937","https://openalex.org/W2143741513","https://openalex.org/W2149106068","https://openalex.org/W2158891129","https://openalex.org/W2159506309","https://openalex.org/W2164459889","https://openalex.org/W2174732188","https://openalex.org/W2213779776","https://openalex.org/W2313484402","https://openalex.org/W2333276479","https://openalex.org/W2468625138","https://openalex.org/W2515300282","https://openalex.org/W2530196882","https://openalex.org/W2583228413","https://openalex.org/W2588064449","https://openalex.org/W2594563654","https://openalex.org/W2794840635","https://openalex.org/W2801389557","https://openalex.org/W2805160246","https://openalex.org/W2806528198","https://openalex.org/W2883247051","https://openalex.org/W2885936910","https://openalex.org/W2887163655","https://openalex.org/W2890905394","https://openalex.org/W2917543195","https://openalex.org/W2943710525","https://openalex.org/W2947713798","https://openalex.org/W2965218277","https://openalex.org/W2966721556","https://openalex.org/W2971920648","https://openalex.org/W2999501513","https://openalex.org/W3007984939","https://openalex.org/W3010490819","https://openalex.org/W6630292538","https://openalex.org/W6635443517","https://openalex.org/W6733396448","https://openalex.org/W6751243526","https://openalex.org/W6752214100","https://openalex.org/W6759778856","https://openalex.org/W6766606334"],"related_works":["https://openalex.org/W1965643255","https://openalex.org/W1970649418","https://openalex.org/W2383648586","https://openalex.org/W2087347311","https://openalex.org/W2386418808","https://openalex.org/W2183196380","https://openalex.org/W1480329237","https://openalex.org/W2378099583","https://openalex.org/W2182545529","https://openalex.org/W2562206376"],"abstract_inverted_index":{"A":[0,15,100],"component-based":[1,94],"software":[2,46,53,74,95,101],"system":[3],"is":[4,64],"organized":[5],"in":[6],"terms":[7],"of":[8,36,45,73,92],"components,":[9],"interfaces,":[10],"and":[11,28,40,58,62],"interactions":[12],"among":[13],"them.":[14],"component":[16],"has":[17],"one":[18],"or":[19],"more":[20],"interfaces":[21],"that":[22],"each":[23],"represents":[24],"a":[25,65,81,93],"clear":[26],"function":[27],"interaction":[29],"relationships":[30],"with":[31],"other":[32],"components.":[33],"Tremendous":[34],"amounts":[35],"data":[37,91],"are":[38],"collected":[39],"recorded":[41],"during":[42],"the":[43,70,86],"execution":[44,90],"systems.":[47,75],"This":[48],"provides":[49],"valuable":[50],"information":[51],"on":[52],"runtime":[54],"analysis.":[55],"Many":[56],"crashes":[57],"exceptions":[59],"may":[60],"occur,":[61],"it":[63],"real":[66,71],"challenge":[67],"to":[68,84],"understand":[69],"behavior":[72],"In":[76],"this":[77],"paper,":[78],"we":[79],"propose":[80],"novel":[82],"approach":[83],"discover":[85],"behavioral":[87,102],"model":[88,103],"from":[89],"using":[96],"dynamic":[97],"analysis":[98],"techniques.":[99],"contains:":[104]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}