{"id":"https://openalex.org/W2996614478","doi":"https://doi.org/10.1109/tencon.2019.8929705","title":"Collaborative Filtering-based Test Case Prioritization and Reduction for Software Product-Line Testing","display_name":"Collaborative Filtering-based Test Case Prioritization and Reduction for Software Product-Line Testing","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2996614478","doi":"https://doi.org/10.1109/tencon.2019.8929705","mag":"2996614478"},"language":"en","primary_location":{"id":"doi:10.1109/tencon.2019.8929705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","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/A5100704482","display_name":"Satendra Kumar","orcid":"https://orcid.org/0000-0003-2336-8839"},"institutions":[{"id":"https://openalex.org/I114796046","display_name":"Gurukul Kangri Vishwavidyalaya","ror":"https://ror.org/053xj0761","country_code":"IN","type":"education","lineage":["https://openalex.org/I114796046"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Satendra Kumar","raw_affiliation_strings":["Department of Computer Science, Gurukula Kangri Vishwavidyalaya, Haridwar, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Gurukula Kangri Vishwavidyalaya, Haridwar, India","institution_ids":["https://openalex.org/I114796046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111041911","display_name":"Rajkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I114796046","display_name":"Gurukul Kangri Vishwavidyalaya","ror":"https://ror.org/053xj0761","country_code":"IN","type":"education","lineage":["https://openalex.org/I114796046"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajkumar","raw_affiliation_strings":["Department of Computer Science, Gurukula Kangri Vishwavidyalaya, Haridwar, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Gurukula Kangri Vishwavidyalaya, Haridwar, India","institution_ids":["https://openalex.org/I114796046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101464876","display_name":"Monika Rani","orcid":"https://orcid.org/0000-0003-4430-6653"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Monika Rani","raw_affiliation_strings":["IIIT, Allahabad, India"],"affiliations":[{"raw_affiliation_string":"IIIT, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100704482"],"corresponding_institution_ids":["https://openalex.org/I114796046"],"apc_list":null,"apc_paid":null,"fwci":0.6396,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74023695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"498","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9983000159263611,"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":0.7240840792655945},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.592373251914978},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.5471668243408203},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5422589778900146},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.5121726989746094},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5085495710372925},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.49169307947158813},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.44926002621650696},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.44204816222190857},{"id":"https://openalex.org/keywords/software-product-line","display_name":"Software product line","score":0.4364353120326996},{"id":"https://openalex.org/keywords/test-strategy","display_name":"Test strategy","score":0.42502015829086304},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41454029083251953},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.41341933608055115},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.22797569632530212},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17516696453094482},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1637439727783203},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14638063311576843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14483767747879028},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.10725092887878418},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09909379482269287},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09183049201965332}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7240840792655945},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.592373251914978},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.5471668243408203},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5422589778900146},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.5121726989746094},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5085495710372925},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.49169307947158813},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.44926002621650696},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.44204816222190857},{"id":"https://openalex.org/C2778177629","wikidata":"https://www.wikidata.org/wiki/Q2111823","display_name":"Software product line","level":4,"score":0.4364353120326996},{"id":"https://openalex.org/C188598960","wikidata":"https://www.wikidata.org/wiki/Q7705805","display_name":"Test strategy","level":3,"score":0.42502015829086304},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41454029083251953},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.41341933608055115},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.22797569632530212},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17516696453094482},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1637439727783203},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14638063311576843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14483767747879028},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.10725092887878418},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09909379482269287},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09183049201965332},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon.2019.8929705","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W90855943","https://openalex.org/W1987824108","https://openalex.org/W2005195948","https://openalex.org/W2029671009","https://openalex.org/W2033571834","https://openalex.org/W2042037135","https://openalex.org/W2049637488","https://openalex.org/W2058783477","https://openalex.org/W2065856031","https://openalex.org/W2126210726","https://openalex.org/W2133109597","https://openalex.org/W2137079713","https://openalex.org/W2141226346","https://openalex.org/W2167572480","https://openalex.org/W2187244164","https://openalex.org/W2398643267","https://openalex.org/W2535259206","https://openalex.org/W2567474828","https://openalex.org/W2573417448","https://openalex.org/W2606623026","https://openalex.org/W2724333244","https://openalex.org/W2767289782","https://openalex.org/W4255121524","https://openalex.org/W6603723569","https://openalex.org/W6712685096","https://openalex.org/W6728857688","https://openalex.org/W6745796941"],"related_works":["https://openalex.org/W2335661150","https://openalex.org/W2552622004","https://openalex.org/W2315612914","https://openalex.org/W3102712816","https://openalex.org/W3027778780","https://openalex.org/W2899067106","https://openalex.org/W111543512","https://openalex.org/W2899576637","https://openalex.org/W2320042378","https://openalex.org/W2904507568"],"abstract_inverted_index":{"Software":[0],"Product-Line":[1],"(SPL)":[2],"testing":[3,53,81],"is":[4,23,156],"a":[5,13,48,95],"complex":[6],"task":[7],"due":[8],"to":[9,36,78,93,139,159],"the":[10,19,26,37,45,65,80,88,100,105,111,132,141,149,161],"generation":[11],"of":[12,16,21,28,39,44,83,90,115,134,143],"large":[14],"number":[15,20,27,142],"products.":[17],"If":[18],"features":[22],"increased":[24,32],"then,":[25],"products":[29,46,61,144,150],"are":[30,62,76,130],"also":[31,157],"exponentially,":[33],"which":[34],"leads":[35],"increment":[38],"test":[40,91],"space.":[41],"Testing":[42],"order":[43,152],"plays":[47],"vital":[49],"role":[50],"so":[51],"that":[52,98],"resources":[54],"could":[55],"not":[56],"be":[57],"depleted":[58],"until":[59],"all":[60],"tested.":[63],"Therefore,":[64],"Test":[66,71],"Case":[67,72],"Prioritization":[68],"(TCP)":[69],"and":[70,103,113,123],"Reduction":[73],"(TCR)":[74],"techniques":[75],"needed":[77],"alleviate":[79],"procedure":[82],"SPL.":[84],"TCP":[85,109],"technique":[86],"performs":[87],"ordering":[89],"cases":[92],"achieve":[94],"performance":[96],"goal":[97],"provides":[99],"earlier":[101],"feedback":[102],"decrease":[104],"debugging":[106],"effort.":[107],"Additionally,":[108],"increases":[110],"efficiency":[112],"effectiveness":[114],"fault":[116],"detection.":[117],"Thus,":[118],"we":[119,129],"can":[120],"detect":[121],"more":[122,124],"faults.":[125],"In":[126],"this":[127],"paper,":[128],"using":[131],"concept":[133],"Item-based":[135],"Collaborative":[136],"Filtering":[137],"(ICF)":[138],"reduce":[140],"as":[145,147],"well":[146],"prioritize":[148],"in":[151],"for":[153],"testing.":[154],"Ontology":[155],"used":[158],"store":[160],"product":[162],"configurations.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
