{"id":"https://openalex.org/W2955440819","doi":"https://doi.org/10.1109/raise.2019.00014","title":"Towards a Software Engineering Process for Developing Data-Driven Applications","display_name":"Towards a Software Engineering Process for Developing Data-Driven Applications","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2955440819","doi":"https://doi.org/10.1109/raise.2019.00014","mag":"2955440819"},"language":"en","primary_location":{"id":"doi:10.1109/raise.2019.00014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/raise.2019.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACM 7th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE)","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/A5033823860","display_name":"Marc Hesenius","orcid":"https://orcid.org/0000-0002-6826-9212"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marc Hesenius","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065597423","display_name":"Nils Schwenzfeier","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Schwenzfeier","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005367743","display_name":"Ole Meyer","orcid":"https://orcid.org/0000-0002-5748-4996"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ole Meyer","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019228221","display_name":"Wilhelm Koop","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wilhelm Koop","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049739067","display_name":"Volker Gruhn","orcid":"https://orcid.org/0000-0003-3841-2548"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Volker Gruhn","raw_affiliation_strings":["University of Duisburg-Essen, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033823860"],"corresponding_institution_ids":["https://openalex.org/I62318514"],"apc_list":null,"apc_paid":null,"fwci":3.7172,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.93846919,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9919999837875366,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9919999837875366,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9901000261306763,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7473583817481995},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6161180734634399},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.5608192682266235},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5360904335975647},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.5359175205230713},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.5320224761962891},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4808862507343292},{"id":"https://openalex.org/keywords/goal-driven-software-development-process","display_name":"Goal-Driven Software Development Process","score":0.42941442131996155},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38609370589256287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34957635402679443},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08717629313468933}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7473583817481995},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6161180734634399},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.5608192682266235},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5360904335975647},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.5359175205230713},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.5320224761962891},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4808862507343292},{"id":"https://openalex.org/C42669973","wikidata":"https://www.wikidata.org/wiki/Q5575145","display_name":"Goal-Driven Software Development Process","level":5,"score":0.42941442131996155},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38609370589256287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34957635402679443},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08717629313468933},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/raise.2019.00014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/raise.2019.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACM 7th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE)","raw_type":"proceedings-article"},{"id":"pmh:oai:bibliographie.ub.uni-due.de:ubo_mods_00139983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/RAISE.2019.00014","pdf_url":null,"source":{"id":"https://openalex.org/S7407055102","display_name":"Universit\u00e4tsbibliographie, Universit\u00e4t Duisburg-Essen","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Buchaufsatz/Kapitel"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W43052750","https://openalex.org/W175551733","https://openalex.org/W1540492331","https://openalex.org/W2028470267","https://openalex.org/W2030808931","https://openalex.org/W2093886508","https://openalex.org/W2094198095","https://openalex.org/W2100483895","https://openalex.org/W2130072301","https://openalex.org/W2167293777","https://openalex.org/W2613480438","https://openalex.org/W2738647029","https://openalex.org/W2745868649","https://openalex.org/W2757086019","https://openalex.org/W2762926876","https://openalex.org/W2886739770","https://openalex.org/W3099654062","https://openalex.org/W3100789280","https://openalex.org/W4294092922","https://openalex.org/W6679358356","https://openalex.org/W6741867943","https://openalex.org/W6744808424"],"related_works":["https://openalex.org/W2143191299","https://openalex.org/W3105511281","https://openalex.org/W2472680075","https://openalex.org/W1845068655","https://openalex.org/W2966991261","https://openalex.org/W2255025599","https://openalex.org/W3211439315","https://openalex.org/W2194846822","https://openalex.org/W1499397877","https://openalex.org/W2510161713"],"abstract_inverted_index":{"Machine":[0],"Learning":[1],"and":[2,24,61],"Artificial":[3],"Intelligence":[4],"allow":[5],"the":[6,50],"development":[7,51,67],"of":[8,12,22,48],"a":[9,72],"new":[10,54],"type":[11],"applications":[13,55],"that":[14],"automatically":[15],"identify":[16],"hidden":[17],"patterns,":[18],"process":[19,75],"large":[20],"amounts":[21],"data,":[23],"classify":[25],"data":[26],"according":[27],"to":[28,57],"aforementioned":[29],"patterns.":[30],"While":[31],"they":[32,39],"offer":[33],"interesting":[34],"solutions":[35],"for":[36,76],"several":[37],"problems,":[38],"also":[40],"impose":[41],"challenges":[42],"on":[43],"software":[44,73],"engineers":[45],"in":[46],"charge":[47],"structuring":[49],"effort.":[52,68],"The":[53],"require":[56],"incorporate":[58],"additional":[59],"specialists":[60],"their":[62],"work":[63],"into":[64],"an":[65],"overall":[66],"We":[69],"thus":[70],"propose":[71],"engineering":[74],"data-driven":[77],"applications.":[78]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6}],"updated_date":"2026-03-02T08:37:19.008085","created_date":"2025-10-10T00:00:00"}
