{"id":"https://openalex.org/W3119045628","doi":"https://doi.org/10.1007/978-3-030-67084-9_9","title":"Reducing the Uncertainty of Agile Software Development Using a Random Forest Classification Algorithm","display_name":"Reducing the Uncertainty of Agile Software Development Using a Random Forest Classification Algorithm","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3119045628","doi":"https://doi.org/10.1007/978-3-030-67084-9_9","mag":"3119045628"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-67084-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67084-9_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","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/A5036686003","display_name":"Ewelina Wi\u0144ska","orcid":"https://orcid.org/0000-0002-3363-2106"},"institutions":[{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Ewelina Wi\u0144ska","raw_affiliation_strings":["Polish-Japanese Academy of Information Technology, 02-008, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-3363-2106","affiliations":[{"raw_affiliation_string":"Polish-Japanese Academy of Information Technology, 02-008, Warsaw, Poland","institution_ids":["https://openalex.org/I3017851245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068875682","display_name":"Estera Kot","orcid":"https://orcid.org/0000-0001-8308-7129"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Estera Kot","raw_affiliation_strings":["Warsaw University of Technology, 00-661, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-8308-7129","affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, 00-661, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"last","author":{"id":null,"display_name":"W\u0142odzimierz D\u0105browski","orcid":"https://orcid.org/0000-0003-0199-4839"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"W\u0142odzimierz D\u0105browski","raw_affiliation_strings":["Warsaw University of Technology, 00-661, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-0199-4839","affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, 00-661, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036686003"],"corresponding_institution_ids":["https://openalex.org/I3017851245"],"apc_list":null,"apc_paid":null,"fwci":2.7291,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89426236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.9994000196456909,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9993000030517578,"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/agile-software-development","display_name":"Agile software development","score":0.9062458872795105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6343612670898438},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6258573532104492},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6067246794700623},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5900372862815857},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5767712593078613},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5432054996490479},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5198174715042114},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43301960825920105},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.41584813594818115},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.41118037700653076},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36799174547195435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2802330553531647},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2652359902858734},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25298017263412476},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.21079853177070618}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.9062458872795105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6343612670898438},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6258573532104492},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6067246794700623},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5900372862815857},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5767712593078613},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5432054996490479},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5198174715042114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43301960825920105},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.41584813594818115},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.41118037700653076},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36799174547195435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2802330553531647},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2652359902858734},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25298017263412476},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.21079853177070618},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-67084-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67084-9_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.4300000071525574,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W195509853","https://openalex.org/W2046628645","https://openalex.org/W2056132907","https://openalex.org/W2062611449","https://openalex.org/W2086221358","https://openalex.org/W2125231355","https://openalex.org/W2131378644","https://openalex.org/W2135301175","https://openalex.org/W2139804455","https://openalex.org/W2156310663","https://openalex.org/W2765407456","https://openalex.org/W2899085257","https://openalex.org/W2911964244","https://openalex.org/W2953410978","https://openalex.org/W2997779924","https://openalex.org/W3121304514","https://openalex.org/W6632363878"],"related_works":["https://openalex.org/W2017062194","https://openalex.org/W3105511281","https://openalex.org/W983931886","https://openalex.org/W2472680075","https://openalex.org/W2088382486","https://openalex.org/W4292756589","https://openalex.org/W2566085182","https://openalex.org/W2886008366","https://openalex.org/W1982511054","https://openalex.org/W2161671990"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}