{"id":"https://openalex.org/W4399713680","doi":"https://doi.org/10.21606/drs.2024.1411","title":"Mapping the evolution of design research: a data-driven analysis of interdisciplinary trends and intellectual landscape","display_name":"Mapping the evolution of design research: a data-driven analysis of interdisciplinary trends and intellectual landscape","publication_year":2024,"publication_date":"2024-06-16","ids":{"openalex":"https://openalex.org/W4399713680","doi":"https://doi.org/10.21606/drs.2024.1411"},"language":"en","primary_location":{"id":"doi:10.21606/drs.2024.1411","doi":"https://doi.org/10.21606/drs.2024.1411","is_oa":true,"landing_page_url":"https://doi.org/10.21606/drs.2024.1411","pdf_url":null,"source":{"id":"https://openalex.org/S4220651532","display_name":"Proceedings of DRS","issn_l":"2398-3132","issn":["2398-3132"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of DRS","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.21606/drs.2024.1411","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Andrea Vian","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Vian","raw_affiliation_strings":["Dipartimento Architettura e Design, Universit\u00e0 di Genova, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento Architettura e Design, Universit\u00e0 di Genova, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053505694","display_name":"Gianluca Carella","orcid":"https://orcid.org/0000-0002-8559-7349","observed_orcids":["https://orcid.org/0000-0002-8559-7349"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Carella","raw_affiliation_strings":["Dipartimento di Design, Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Design, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Daniele Pretolesi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"AIT Austrian Institute of Technology GmbH","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Daniele Pretolesi","raw_affiliation_strings":["AIT - Austrian Institute of Technology, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIT - Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Annalisa Barla","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annalisa Barla","raw_affiliation_strings":["Dipartimento di Informatica, Bioingegneria, Robotica e Ingegneria dei Sistemi, Universit\u00e0 di Genova, Genoa, Italy;\nMachine Learning Genoa Center,  Universit\u00e0 di Genova, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Bioingegneria, Robotica e Ingegneria dei Sistemi, Universit\u00e0 di Genova, Genoa, Italy;\nMachine Learning Genoa Center,  Universit\u00e0 di Genova, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085548786","display_name":"Francesco Zurlo","orcid":"https://orcid.org/0000-0002-7095-0699","observed_orcids":["https://orcid.org/0000-0002-7095-0699","https://orcid.org/0000-0002-4042-0697"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Zurlo","raw_affiliation_strings":["Dipartimento di Design, Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Design, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16671187,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.5365999937057495,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.5365999937057495,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.2605000138282776,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.061500001698732376,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/design-research","display_name":"design research","score":0.9750000238418579},{"id":"https://openalex.org/keywords/research-trends","display_name":"research trends","score":0.6769999861717224},{"id":"https://openalex.org/keywords/interdisciplinary-research","display_name":"interdisciplinary research","score":0.8169999718666077},{"id":"https://openalex.org/keywords/academic-community","display_name":"academic community","score":0.31299999356269836},{"id":"https://openalex.org/keywords/thematic-analysis-of-publications","display_name":"thematic analysis of publications","score":0.574999988079071}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7661349773406982},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6818885803222656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6345545649528503},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6251149773597717},{"id":"https://openalex.org/C133741464","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Interdisciplinarity","level":2,"score":0.5941371321678162},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5812100172042847},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.49124306440353394},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4630454182624817},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4128822088241577},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3294357657432556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2971310615539551},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16245552897453308},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12817952036857605},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10784143209457397},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.1063353419303894},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.21606/drs.2024.1411","doi":"https://doi.org/10.21606/drs.2024.1411","is_oa":true,"landing_page_url":"https://doi.org/10.21606/drs.2024.1411","pdf_url":null,"source":{"id":"https://openalex.org/S4220651532","display_name":"Proceedings of DRS","issn_l":"2398-3132","issn":["2398-3132"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of DRS","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1269002","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1269002","pdf_url":"https://re.public.polimi.it/bitstream/11311/1269002/1/Carella_DRS2024_Boston.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:unige.iris.cineca.it:11567/1234655","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11567/1234655","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"doi:10.21606/drs.2024.1411","doi":"https://doi.org/10.21606/drs.2024.1411","is_oa":true,"landing_page_url":"https://doi.org/10.21606/drs.2024.1411","pdf_url":null,"source":{"id":"https://openalex.org/S4220651532","display_name":"Proceedings of DRS","issn_l":"2398-3132","issn":["2398-3132"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of DRS","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1373274450","display_name":null,"funder_award_id":"ECS00000035","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1739209507","https://openalex.org/W1902027874","https://openalex.org/W1932742904","https://openalex.org/W1963596419","https://openalex.org/W1980843039","https://openalex.org/W1989995488","https://openalex.org/W1993159980","https://openalex.org/W2141872150","https://openalex.org/W2173094353","https://openalex.org/W2291288208","https://openalex.org/W2294999833","https://openalex.org/W2326215773","https://openalex.org/W2606952622","https://openalex.org/W3124856069","https://openalex.org/W3144293453","https://openalex.org/W3194814250","https://openalex.org/W4246180809"],"related_works":["https://openalex.org/W4405398511","https://openalex.org/W4392937199","https://openalex.org/W7216591060","https://openalex.org/W4406350381","https://openalex.org/W4393302689","https://openalex.org/W2977331966","https://openalex.org/W7167417328","https://openalex.org/W7213450701","https://openalex.org/W7163076030","https://openalex.org/W3088044108"],"abstract_inverted_index":{"Due":[0],"to":[1,14,17,19,48,62,88],"its":[2],"interdisciplinary":[3,121],"nature,":[4],"research":[5,65,115],"in":[6,53,116,145],"design,":[7],"more":[8],"so":[9],"than":[10],"other":[11],"disciplines,":[12],"has":[13],"develop":[15],"self-awareness":[16],"adapt":[18],"the":[20,24,29,42,92,95,109,132,135,146],"inherent":[21],"complexity":[22],"of":[23,31,44,72,94,134],"contemporary":[25],"world.":[26],"This":[27],"requires":[28],"use":[30],"big":[32],"data":[33,86],"as":[34],"comprehensive":[35],"self-descriptors,":[36],"along":[37],"with":[38,58],"tools":[39],"borrowed":[40],"from":[41],"field":[43,55,147],"Artificial":[45],"Intelligence":[46],"(AI)":[47],"generate":[49],"knowledge":[50],"that":[51,106,114,125],"researchers":[52,142],"this":[54],"can":[56,128],"integrate":[57],"their":[59,64],"own":[60],"expertise":[61],"guide":[63],"activities.":[66],"We":[67,98],"consider":[68],"a":[69],"large-scale":[70],"set":[71],"about":[73],"170000":[74],"design-related":[75],"scientific":[76],"publications":[77],"and":[78,85,90,100,104,122,124,137,143],"leverage":[79],"natural":[80],"language":[81],"processing,":[82],"machine":[83],"learning,":[84],"visualization":[87],"explore":[89],"capture":[91],"evolution":[93],"design":[96,117],"community.":[97],"identify":[99],"visualize":[101],"recurring":[102],"themes":[103],"discussions":[105],"helped":[107],"shape":[108],"field.":[110],"Our":[111],"findings":[112],"suggest":[113],"is":[118],"becoming":[119],"increasingly":[120],"interconnected":[123],"AI-driven":[126],"approaches":[127],"shed":[129],"light":[130],"on":[131],"future":[133],"discipline":[136],"provide":[138],"valuable":[139],"insights":[140],"for":[141],"practitioners":[144]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2024-06-17T00:00:00"}