{"id":"https://openalex.org/W2954492206","doi":"https://doi.org/10.1007/s10664-019-09746-1","title":"Guest editorial: special section on predictive models and data analytics in software engineering","display_name":"Guest editorial: special section on predictive models and data analytics in software engineering","publication_year":2019,"publication_date":"2019-07-05","ids":{"openalex":"https://openalex.org/W2954492206","doi":"https://doi.org/10.1007/s10664-019-09746-1","mag":"2954492206"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-019-09746-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-019-09746-1","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},"type":"editorial","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/A5058470128","display_name":"David Bowes","orcid":"https://orcid.org/0000-0001-7014-2811"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"David Bowes","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, InfoLab21, Lancaster, LA1 4WA, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, InfoLab21, Lancaster, LA1 4WA, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049727493","display_name":"Emad Shihab","orcid":"https://orcid.org/0000-0003-1285-9878"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Emad Shihab","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Concordia University, 1515 St. Catherine Street, West Montreal, QC, H3G 1M8, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Concordia University, 1515 St. Catherine Street, West Montreal, QC, H3G 1M8, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044710601","display_name":"Burak Turhan","orcid":"https://orcid.org/0000-0003-1511-2163"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Burak Turhan","raw_affiliation_strings":["Faculty of Information Technology, Monash University, 25 Exhibition Walk, Clayton, VIC, 3800, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Monash University, 25 Exhibition Walk, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058470128"],"corresponding_institution_ids":["https://openalex.org/I67415387"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08215786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"5","first_page":"3151","last_page":"3152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.7287999987602234,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.7287999987602234,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/special-section","display_name":"Special section","score":0.710098922252655},{"id":"https://openalex.org/keywords/section","display_name":"Section (typography)","score":0.5882110595703125},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5689942836761475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5519343614578247},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.5454521775245667},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5101190209388733},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.5057764053344727},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.43508094549179077},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43111681938171387},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37363743782043457},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27093738317489624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21255171298980713},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1464875340461731},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.100131094455719},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.08701008558273315},{"id":"https://openalex.org/keywords/engineering-physics","display_name":"Engineering physics","score":0.07521948218345642}],"concepts":[{"id":"https://openalex.org/C2993458768","wikidata":"https://www.wikidata.org/wiki/Q3477549","display_name":"Special section","level":2,"score":0.710098922252655},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.5882110595703125},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5689942836761475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5519343614578247},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5454521775245667},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5101190209388733},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.5057764053344727},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.43508094549179077},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43111681938171387},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37363743782043457},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27093738317489624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21255171298980713},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1464875340461731},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.100131094455719},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.08701008558273315},{"id":"https://openalex.org/C61696701","wikidata":"https://www.wikidata.org/wiki/Q770766","display_name":"Engineering physics","level":1,"score":0.07521948218345642}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10664-019-09746-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-019-09746-1","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:135793","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/135793/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W2543688022","https://openalex.org/W2805665112","https://openalex.org/W2610964225","https://openalex.org/W2413477332","https://openalex.org/W4210252074","https://openalex.org/W4238120086","https://openalex.org/W3027285423","https://openalex.org/W3033964479","https://openalex.org/W3092201768"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
