{"id":"https://openalex.org/W4309675318","doi":"https://doi.org/10.1109/kse56063.2022.9953772","title":"An Improved Method of The Static Directed Automated Random Testing Method in Test Data Generation for C/C++ Projects","display_name":"An Improved Method of The Static Directed Automated Random Testing Method in Test Data Generation for C/C++ Projects","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309675318","doi":"https://doi.org/10.1109/kse56063.2022.9953772"},"language":"en","primary_location":{"id":"doi:10.1109/kse56063.2022.9953772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse56063.2022.9953772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Knowledge and Systems Engineering (KSE)","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/A5054340675","display_name":"Hoang-Viet Tran","orcid":"https://orcid.org/0000-0002-9314-0947"},"institutions":[{"id":"https://openalex.org/I135822937","display_name":"Hanoi National University of Education","ror":"https://ror.org/0360g3z42","country_code":"VN","type":"education","lineage":["https://openalex.org/I135822937"]},{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Hoang-Viet Tran","raw_affiliation_strings":["University of Engineering and Technology Vietnam National University, Hanoi E3 building, 144 Xuan Thuy st.,Center of Multidisciplinary Integrated Technologies for Field Monitoring (FIMO),Cau Giay dist.,Hanoi,Vietnam","Center of Multidisciplinary Integrated Technologies for Field Monitoring (FIMO), University of Engineering and Technology Vietnam National University, Hanoi E3 building, 144 Xuan Thuy st., Cau Giay dist., Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology Vietnam National University, Hanoi E3 building, 144 Xuan Thuy st.,Center of Multidisciplinary Integrated Technologies for Field Monitoring (FIMO),Cau Giay dist.,Hanoi,Vietnam","institution_ids":["https://openalex.org/I135822937","https://openalex.org/I177233841"]},{"raw_affiliation_string":"Center of Multidisciplinary Integrated Technologies for Field Monitoring (FIMO), University of Engineering and Technology Vietnam National University, Hanoi E3 building, 144 Xuan Thuy st., Cau Giay dist., Hanoi, Vietnam","institution_ids":["https://openalex.org/I177233841"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027582055","display_name":"Ph\u1ea1m Ng\u1ecdc H\u00f9ng","orcid":"https://orcid.org/0000-0002-5584-5823"},"institutions":[{"id":"https://openalex.org/I135822937","display_name":"Hanoi National University of Education","ror":"https://ror.org/0360g3z42","country_code":"VN","type":"education","lineage":["https://openalex.org/I135822937"]},{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Pham Ngoc Hung","raw_affiliation_strings":["University of Engineering and Technology Vietnam National University, Hanoi E3 building, 144 Xuan Thuy st.,Faculty of Information Technology,Cau Giay dist.,Hanoi,Vietnam","Faculty of Information Technology, University of Engineering and Technology Vietnam National University, Hanoi E3 building, 144 Xuan Thuy st., Cau Giay dist., Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology Vietnam National University, Hanoi E3 building, 144 Xuan Thuy st.,Faculty of Information Technology,Cau Giay dist.,Hanoi,Vietnam","institution_ids":["https://openalex.org/I135822937","https://openalex.org/I177233841"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Engineering and Technology Vietnam National University, Hanoi E3 building, 144 Xuan Thuy st., Cau Giay dist., Hanoi, Vietnam","institution_ids":["https://openalex.org/I177233841"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054340675"],"corresponding_institution_ids":["https://openalex.org/I135822937","https://openalex.org/I177233841"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13372665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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":1.0,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9991999864578247,"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/T10260","display_name":"Software Engineering Research","score":0.9965999722480774,"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/concolic-testing","display_name":"Concolic testing","score":0.7780064344406128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7482847571372986},{"id":"https://openalex.org/keywords/random-testing","display_name":"Random testing","score":0.7009785771369934},{"id":"https://openalex.org/keywords/code-coverage","display_name":"Code coverage","score":0.6650291085243225},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.601337730884552},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.5262160301208496},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.5232335925102234},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5028981566429138},{"id":"https://openalex.org/keywords/test-management-approach","display_name":"Test Management Approach","score":0.4973740875720978},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.483602911233902},{"id":"https://openalex.org/keywords/test-harness","display_name":"Test harness","score":0.47694459557533264},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.47288933396339417},{"id":"https://openalex.org/keywords/unit-testing","display_name":"Unit testing","score":0.4396926164627075},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4265100657939911},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40192413330078125},{"id":"https://openalex.org/keywords/symbolic-execution","display_name":"Symbolic execution","score":0.3738774061203003},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.36989349126815796},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1857517957687378},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.12892699241638184},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11517754197120667}],"concepts":[{"id":"https://openalex.org/C11219265","wikidata":"https://www.wikidata.org/wiki/Q5158734","display_name":"Concolic testing","level":4,"score":0.7780064344406128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482847571372986},{"id":"https://openalex.org/C106159264","wikidata":"https://www.wikidata.org/wiki/Q17146789","display_name":"Random testing","level":4,"score":0.7009785771369934},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.6650291085243225},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.601337730884552},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.5262160301208496},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.5232335925102234},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5028981566429138},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.4973740875720978},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.483602911233902},{"id":"https://openalex.org/C109852812","wikidata":"https://www.wikidata.org/wiki/Q2406355","display_name":"Test harness","level":5,"score":0.47694459557533264},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.47288933396339417},{"id":"https://openalex.org/C148027188","wikidata":"https://www.wikidata.org/wiki/Q907375","display_name":"Unit testing","level":3,"score":0.4396926164627075},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4265100657939911},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40192413330078125},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.3738774061203003},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.36989349126815796},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1857517957687378},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.12892699241638184},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11517754197120667},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"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},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse56063.2022.9953772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse56063.2022.9953772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W51507023","https://openalex.org/W166789139","https://openalex.org/W1565952674","https://openalex.org/W1979345446","https://openalex.org/W2009489720","https://openalex.org/W2011367000","https://openalex.org/W2041588692","https://openalex.org/W2107147876","https://openalex.org/W2117058582","https://openalex.org/W2163499368","https://openalex.org/W2623182815","https://openalex.org/W2677909893","https://openalex.org/W2769322562","https://openalex.org/W2905722102","https://openalex.org/W2954781302","https://openalex.org/W2980091191","https://openalex.org/W4237492309","https://openalex.org/W4246385123","https://openalex.org/W6606211016","https://openalex.org/W6634044372"],"related_works":["https://openalex.org/W49527103","https://openalex.org/W1976560018","https://openalex.org/W4309636920","https://openalex.org/W1634497122","https://openalex.org/W2020667931","https://openalex.org/W1992057646","https://openalex.org/W2527390967","https://openalex.org/W3015365135","https://openalex.org/W223068689","https://openalex.org/W4309675318"],"abstract_inverted_index":{"Concolic":[0],"testing":[1,169],"has":[2],"been":[3],"well-known":[4],"among":[5],"software":[6],"quality":[7],"assurance":[8],"methods":[9,45],"thanks":[10],"to":[11,50,62,110],"its":[12,52],"fully":[13],"automated":[14],"capability":[15],"of":[16,40,57,164,175],"generating":[17,68],"test":[18,72,85,100,106,111,121,134,177],"data,":[19,101],"executing":[20,70],"them,":[21],"and":[22,69,117,144,146],"producing":[23],"code":[24,79,92],"coverage":[25,93],"reports.":[26],"This":[27],"paper":[28],"presents":[29],"an":[30,104],"improved":[31],"method":[32,60],"named":[33],"ISDART":[34,82,102,145,159],"for":[35,166],"SDART,":[36],"which":[37,74],"is":[38,61,129],"one":[39],"the":[41,58,64,78,91,97,124,167,173],"most":[42],"recent":[43],"advanced":[44],"based":[46],"on":[47,67],"concolic":[48],"testing,":[49],"increase":[51,77],"performance.":[53],"The":[54,127,154],"key":[55],"idea":[56],"proposed":[59],"remove":[63],"waste":[65],"time":[66],"random":[71,84],"data":[73,86,122],"do":[75],"not":[76],"coverage.":[80],"Initially,":[81],"generates":[83,118],"only":[87],"once.":[88],"Then,":[89],"with":[90,149],"information":[94],"retrieved":[95],"from":[96,123],"randomly":[98],"generated":[99,176],"explores":[103],"uncovered":[105,133],"path,":[107],"transforms":[108],"them":[109],"path":[112,135],"constraints,":[113,116],"solves":[114],"those":[115],"a":[119],"new":[120],"resulting":[125],"solution.":[126],"process":[128,170],"repeated":[130],"until":[131],"no":[132],"can":[136],"be":[137],"found.":[138],"We":[139],"have":[140],"implemented":[141],"both":[142],"SDART":[143,161],"performed":[147],"experiments":[148],"some":[150],"common":[151],"unit":[152],"functions.":[153],"experimental":[155],"results":[156],"show":[157],"that":[158],"outperforms":[160],"in":[162],"terms":[163],"speed":[165],"whole":[168],"whilst":[171],"reducing":[172],"number":[174],"data.":[178]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}