{"id":"https://openalex.org/W2025360260","doi":"https://doi.org/10.1145/1858996.1859061","title":"When to use data from other projects for effort estimation","display_name":"When to use data from other projects for effort estimation","publication_year":2010,"publication_date":"2010-09-20","ids":{"openalex":"https://openalex.org/W2025360260","doi":"https://doi.org/10.1145/1858996.1859061","mag":"2025360260"},"language":"en","primary_location":{"id":"doi:10.1145/1858996.1859061","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1858996.1859061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM international conference on Automated software engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://conservancy.umn.edu/bitstreams/5f622535-5681-4521-b7ae-d033255f6887/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061041113","display_name":"Ekrem Kocag\u00fcneli","orcid":null},"institutions":[{"id":"https://openalex.org/I2802882910","display_name":"West Virginia University Hospitals","ror":"https://ror.org/04fbnx371","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802882910"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ekrem Kocaguneli","raw_affiliation_strings":["WVU, Morgantown, WV, USA"],"affiliations":[{"raw_affiliation_string":"WVU, Morgantown, WV, USA","institution_ids":["https://openalex.org/I2802882910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082659908","display_name":"Gregory Gay","orcid":"https://orcid.org/0000-0001-6794-9585"},"institutions":[{"id":"https://openalex.org/I2802882910","display_name":"West Virginia University Hospitals","ror":"https://ror.org/04fbnx371","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802882910"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gregory Gay","raw_affiliation_strings":["WVU, Morgantown, WV, USA"],"affiliations":[{"raw_affiliation_string":"WVU, Morgantown, WV, USA","institution_ids":["https://openalex.org/I2802882910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077008083","display_name":"Tim Menzies","orcid":"https://orcid.org/0000-0002-5040-3196"},"institutions":[{"id":"https://openalex.org/I2802882910","display_name":"West Virginia University Hospitals","ror":"https://ror.org/04fbnx371","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802882910"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Menzies","raw_affiliation_strings":["WVU, Morgantown, WV, USA"],"affiliations":[{"raw_affiliation_string":"WVU, Morgantown, WV, USA","institution_ids":["https://openalex.org/I2802882910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101925551","display_name":"Ye Yang","orcid":"https://orcid.org/0000-0002-5571-9747"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ye Yang","raw_affiliation_strings":["Chinese Academy of Science, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Science, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051403641","display_name":"Jacky Keung","orcid":"https://orcid.org/0000-0002-3803-9600"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jacky W. Keung","raw_affiliation_strings":["UNSW, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"UNSW, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061041113"],"corresponding_institution_ids":["https://openalex.org/I2802882910"],"apc_list":null,"apc_paid":null,"fwci":14.9973,"has_fulltext":true,"cited_by_count":58,"citation_normalized_percentile":{"value":0.98706956,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"324"},"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":0.9980999827384949,"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":0.9943000078201294,"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/estimation","display_name":"Estimation","score":0.7067119479179382},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6992114782333374},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5978681445121765},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5058090686798096},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5018165111541748},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4526292681694031},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3579244613647461},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.19072744250297546},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17368409037590027},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.11135497689247131},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.065020352602005}],"concepts":[{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.7067119479179382},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6992114782333374},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5978681445121765},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5058090686798096},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5018165111541748},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4526292681694031},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3579244613647461},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19072744250297546},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17368409037590027},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.11135497689247131},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.065020352602005},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1858996.1859061","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1858996.1859061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE/ACM international conference on Automated software engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:conservancy.umn.edu:11299/217409","is_oa":true,"landing_page_url":"http://hdl.handle.net/11299/217409","pdf_url":"https://conservancy.umn.edu/bitstreams/5f622535-5681-4521-b7ae-d033255f6887/download","source":{"id":"https://openalex.org/S4306402521","display_name":"University of Minnesota Digital Conservancy (University of Minnesota)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130238516","host_organization_name":"University of Minnesota","host_organization_lineage":["https://openalex.org/I130238516"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Report"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/57507","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/57507","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:conservancy.umn.edu:11299/217409","is_oa":true,"landing_page_url":"http://hdl.handle.net/11299/217409","pdf_url":"https://conservancy.umn.edu/bitstreams/5f622535-5681-4521-b7ae-d033255f6887/download","source":{"id":"https://openalex.org/S4306402521","display_name":"University of Minnesota Digital Conservancy (University of Minnesota)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130238516","host_organization_name":"University of Minnesota","host_organization_lineage":["https://openalex.org/I130238516"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Report"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2025360260.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W165207608","https://openalex.org/W168970045","https://openalex.org/W1519970947","https://openalex.org/W1522987989","https://openalex.org/W1695350145","https://openalex.org/W2036259709","https://openalex.org/W2046830558","https://openalex.org/W2075848956","https://openalex.org/W2084278640","https://openalex.org/W2084479370","https://openalex.org/W2100926588","https://openalex.org/W2101227285","https://openalex.org/W2104789242","https://openalex.org/W2106282576","https://openalex.org/W2109105289","https://openalex.org/W2124271421","https://openalex.org/W2127608804","https://openalex.org/W2132938761","https://openalex.org/W2139357103","https://openalex.org/W2156614068","https://openalex.org/W2159747233","https://openalex.org/W2171816001","https://openalex.org/W2551072204","https://openalex.org/W2993781365","https://openalex.org/W4285719527","https://openalex.org/W6633201416","https://openalex.org/W6671655128"],"related_works":["https://openalex.org/W156784362","https://openalex.org/W3082463427","https://openalex.org/W2098028511","https://openalex.org/W3125854407","https://openalex.org/W1982848337","https://openalex.org/W4213336528","https://openalex.org/W3132862779","https://openalex.org/W2195118355","https://openalex.org/W3071491079","https://openalex.org/W2128951504"],"abstract_inverted_index":{"Collecting":[0],"the":[1,40,50],"data":[2,21,38,59],"required":[3],"for":[4],"quality":[5],"prediction":[6],"within":[7],"a":[8],"development":[9],"team":[10],"is":[11],"time-consuming":[12],"and":[13],"expensive.":[14],"An":[15],"alternative":[16],"to":[17],"make":[18],"predictions":[19],"using":[20,44,58],"that":[22,33],"crosses":[23],"from":[24,60],"other":[25,29],"projects":[26],"or":[27],"even":[28],"companies.":[30],"We":[31],"show":[32],"with/without":[34],"relevancy":[35,53],"filtering,":[36],"imported":[37],"performs":[39],"same/worse":[41],"(respectively)":[42],"than":[43],"local":[45],"data.":[46],"Therefore,":[47],"we":[48],"recommend":[49],"use":[51],"of":[52],"filtering":[54],"whenever":[55],"generating":[56],"estimates":[57],"another":[61],"project.":[62]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":9}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}