{"id":"https://openalex.org/W4390273859","doi":"https://doi.org/10.1007/978-3-031-48550-3_20","title":"ChatGPT as\u00a0a\u00a0Fullstack Web Developer - Early Results","display_name":"ChatGPT as\u00a0a\u00a0Fullstack Web Developer - Early Results","publication_year":2023,"publication_date":"2023-12-27","ids":{"openalex":"https://openalex.org/W4390273859","doi":"https://doi.org/10.1007/978-3-031-48550-3_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-48550-3_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-48550-3_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-48550-3_20.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-48550-3_20.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058417486","display_name":"Pekka Abrahamsson","orcid":"https://orcid.org/0000-0002-4360-2226"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Pekka Abrahamsson","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4360-2226","affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111981406","display_name":"T. Anttila","orcid":null},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tatu Anttila","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110283449","display_name":"Jyri Hakala","orcid":null},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jyri Hakala","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093591183","display_name":"Juulia Ketola","orcid":null},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juulia Ketola","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000165849","display_name":"Anna Knappe","orcid":"https://orcid.org/0000-0002-1224-5908"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Anna Knappe","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-1224-5908","affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060142379","display_name":"Daniel Lahtinen","orcid":null},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Daniel Lahtinen","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093591184","display_name":"V\u00e4in\u00f6 Liukko","orcid":"https://orcid.org/0009-0008-4977-023X"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"V\u00e4in\u00f6 Liukko","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010118561","display_name":"Timo Poranen","orcid":"https://orcid.org/0000-0002-4638-0243"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo Poranen","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4638-0243","affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113234836","display_name":"Topi-Matti Ritala","orcid":null},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Topi-Matti Ritala","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110208652","display_name":"Manu Set\u00e4l\u00e4","orcid":"https://orcid.org/0000-0003-1217-3278"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manu Set\u00e4l\u00e4","raw_affiliation_strings":["Solita Ltd., Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Solita Ltd., Helsinki, Finland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5058417486"],"corresponding_institution_ids":["https://openalex.org/I166825849"],"apc_list":null,"apc_paid":null,"fwci":2.0499,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88142292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9506000280380249,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/workflow","display_name":"Workflow","score":0.7093780636787415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6389778256416321},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.629188060760498},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5810180306434631},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5435007810592651},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5005803108215332},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43294912576675415},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2079666256904602},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1911056935787201}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7093780636787415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6389778256416321},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.629188060760498},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5810180306434631},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5435007810592651},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5005803108215332},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43294912576675415},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2079666256904602},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1911056935787201},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-48550-3_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-48550-3_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-48550-3_20.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:trepo.tuni.fi:10024/207713","is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/207713","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-48550-3_20","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-48550-3_20","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-48550-3_20.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390273859.pdf"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W4322631505","https://openalex.org/W4368250038","https://openalex.org/W4380568688","https://openalex.org/W4385301128","https://openalex.org/W4399203759","https://openalex.org/W6604424379"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W188202134","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2341953792"],"abstract_inverted_index":{"Abstract":[0],"The":[1,78],"arrival":[2],"of":[3,9,15,30],"ChatGPT":[4,31,71,92],"has":[5],"caused":[6],"a":[7,35,40,51,57,108],"lot":[8],"turbulence":[10],"also":[11],"in":[12,18,125],"the":[13,19,28,47,67,89,97,135],"field":[14],"software":[16,59,75,98],"engineering":[17,76,99],"past":[20],"few":[21,41],"months.":[22],"Little":[23],"is":[24],"empirically":[25],"known":[26],"about":[27],"capabilities":[29],"to":[32,93,128,137,143],"actually":[33],"implement":[34],"complete":[36],"system":[37],"rather":[38],"than":[39],"code":[42],"snippets.":[43],"This":[44],"paper":[45],"reports":[46],"first-hand":[48],"experiences":[49],"from":[50,66],"graduate":[52],"level":[53],"student":[54],"project":[55],"where":[56],"real-life":[58],"platform":[60],"for":[61,72,91,106,110,114],"financial":[62],"sector":[63],"was":[64],"implemented":[65],"scratch":[68],"by":[69],"using":[70],"all":[73],"possible":[74],"tasks.":[77],"main":[79],"conclusions":[80],"drawn":[81],"are":[82],"as":[83],"follows:":[84],"1)":[85],"these":[86],"findings":[87],"demonstrate":[88],"potential":[90],"be":[94,104],"integrated":[95],"into":[96,118],"workflow,":[100],"2)":[101],"it":[102],"can":[103],"used":[105],"creating":[107],"base":[109],"new":[111],"components":[112],"and":[113,121,134,146],"dividing":[115],"coding":[116],"tasks":[117],"smaller":[119],"pieces,":[120],"3)":[122],"noticeable":[123],"enhancements":[124],"ChatGPT-4,":[126],"compared":[127],"ChatGPT-3.5,":[129],"indicate":[130],"superior":[131],"working":[132],"memory":[133],"ability":[136],"continue":[138],"incomplete":[139],"responses,":[140],"thereby":[141],"leading":[142],"more":[144],"coherent":[145],"less":[147],"repetitive":[148],"dialogues.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
