{"id":"https://openalex.org/W1570622562","doi":"https://doi.org/10.1007/3-540-63223-9_116","title":"Knowledge discovery from software engineering data: Rough set analysis and its interaction with goal-oriented measurement","display_name":"Knowledge discovery from software engineering data: Rough set analysis and its interaction with goal-oriented measurement","publication_year":1997,"publication_date":"1997-01-01","ids":{"openalex":"https://openalex.org/W1570622562","doi":"https://doi.org/10.1007/3-540-63223-9_116","mag":"1570622562"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-63223-9_116","is_oa":true,"landing_page_url":"https://doi.org/10.1007/3-540-63223-9_116","pdf_url":"https://link.springer.com/content/pdf/10.1007/3-540-63223-9_116.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/3-540-63223-9_116.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065303194","display_name":"G\u00fcnther Ruhe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098380","display_name":"Fraunhofer Institute for Experimental Software Engineering","ror":"https://ror.org/00r1wdc11","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098380","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"G\u00fcnther Ruhe","raw_affiliation_strings":["Institute for Experimental Software Engineering, D-67661, Kaiserslautern"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Experimental Software Engineering, D-67661, Kaiserslautern","institution_ids":["https://openalex.org/I4210098380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073288298","display_name":"Fraunhofer Gesellschaft","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098380","display_name":"Fraunhofer Institute for Experimental Software Engineering","ror":"https://ror.org/00r1wdc11","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098380","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fraunhofer Gesellschaft","raw_affiliation_strings":["Institute for Experimental Software Engineering, D-67661, Kaiserslautern"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Experimental Software Engineering, D-67661, Kaiserslautern","institution_ids":["https://openalex.org/I4210098380"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210098380"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"167","last_page":"177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"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":0.9821000099182129,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7760248184204102},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.6119801998138428},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.5783000588417053},{"id":"https://openalex.org/keywords/software-measurement","display_name":"Software measurement","score":0.524495542049408},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.4955524206161499},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4835464656352997},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.4635694622993469},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.46222177147865295},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.454792320728302},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43403300642967224},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.4315029978752136},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.4260634183883667},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.41101136803627014},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.41087770462036133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37881675362586975},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10349604487419128},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08428263664245605}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7760248184204102},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6119801998138428},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.5783000588417053},{"id":"https://openalex.org/C89567784","wikidata":"https://www.wikidata.org/wiki/Q7554325","display_name":"Software measurement","level":5,"score":0.524495542049408},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.4955524206161499},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4835464656352997},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.4635694622993469},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.46222177147865295},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.454792320728302},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43403300642967224},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.4315029978752136},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.4260634183883667},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.41101136803627014},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.41087770462036133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37881675362586975},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10349604487419128},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08428263664245605},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/3-540-63223-9_116","is_oa":true,"landing_page_url":"https://doi.org/10.1007/3-540-63223-9_116","pdf_url":"https://link.springer.com/content/pdf/10.1007/3-540-63223-9_116.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:fraunhofer.de:PX-20591","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/PX-20591.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IESE","raw_type":"Conference Paper"}],"best_oa_location":{"id":"doi:10.1007/3-540-63223-9_116","is_oa":true,"landing_page_url":"https://doi.org/10.1007/3-540-63223-9_116","pdf_url":"https://link.springer.com/content/pdf/10.1007/3-540-63223-9_116.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1570622562.pdf","grobid_xml":"https://content.openalex.org/works/W1570622562.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W291181875","https://openalex.org/W803421036","https://openalex.org/W1499441859","https://openalex.org/W1557923305","https://openalex.org/W1582971263","https://openalex.org/W1606120937","https://openalex.org/W1973724838","https://openalex.org/W2010432631","https://openalex.org/W2049624350","https://openalex.org/W2063658367","https://openalex.org/W2135093973","https://openalex.org/W2171816001","https://openalex.org/W2491671861","https://openalex.org/W2753951321","https://openalex.org/W4232953319","https://openalex.org/W4235389281","https://openalex.org/W4245135410"],"related_works":["https://openalex.org/W2068483578","https://openalex.org/W2798385000","https://openalex.org/W2182881874","https://openalex.org/W2548001153","https://openalex.org/W2545684011","https://openalex.org/W607996719","https://openalex.org/W2954871701","https://openalex.org/W2005759781","https://openalex.org/W2316872043","https://openalex.org/W1574496050"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
