{"id":"https://openalex.org/W3206382713","doi":"https://doi.org/10.1109/indin45523.2021.9557531","title":"Overview and Trends for Application of AI Methods for Product Design","display_name":"Overview and Trends for Application of AI Methods for Product Design","publication_year":2021,"publication_date":"2021-07-21","ids":{"openalex":"https://openalex.org/W3206382713","doi":"https://doi.org/10.1109/indin45523.2021.9557531","mag":"3206382713"},"language":"en","primary_location":{"id":"doi:10.1109/indin45523.2021.9557531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin45523.2021.9557531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 19th International Conference on Industrial Informatics (INDIN)","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/A5079874453","display_name":"Brikene Berisha","orcid":"https://orcid.org/0009-0001-1233-5479"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Brikene Berisha","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082045892","display_name":"Andrei Lobov","orcid":"https://orcid.org/0000-0003-2729-489X"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Andrei Lobov","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079874453"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":1.0546,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78320315,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9663000106811523,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7369823455810547},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6409218907356262},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.6218674778938293},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5908684134483337},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5875139832496643},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5075215101242065},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5017611980438232},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.44704607129096985},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4416285753250122},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.433213472366333},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.400046706199646},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3689118027687073},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3563736081123352},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1607879102230072},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09447577595710754},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09082809090614319}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7369823455810547},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6409218907356262},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.6218674778938293},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5908684134483337},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5875139832496643},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5075215101242065},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5017611980438232},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.44704607129096985},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4416285753250122},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.433213472366333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.400046706199646},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3689118027687073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3563736081123352},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1607879102230072},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09447577595710754},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09082809090614319},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin45523.2021.9557531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin45523.2021.9557531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 19th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W108986255","https://openalex.org/W153886719","https://openalex.org/W1508357108","https://openalex.org/W1847063015","https://openalex.org/W1906656052","https://openalex.org/W1969760714","https://openalex.org/W1972163834","https://openalex.org/W2014057591","https://openalex.org/W2021354639","https://openalex.org/W2037913514","https://openalex.org/W2066271427","https://openalex.org/W2082716295","https://openalex.org/W2088174040","https://openalex.org/W2095177732","https://openalex.org/W2100417155","https://openalex.org/W2100986020","https://openalex.org/W2107004197","https://openalex.org/W2114879125","https://openalex.org/W2119533681","https://openalex.org/W2119640050","https://openalex.org/W2132675269","https://openalex.org/W2141321338","https://openalex.org/W2151724894","https://openalex.org/W2226389429","https://openalex.org/W2275841169","https://openalex.org/W2398820701","https://openalex.org/W2528279539","https://openalex.org/W2534106134","https://openalex.org/W2547916657","https://openalex.org/W2750113865","https://openalex.org/W2766433969","https://openalex.org/W2768348024","https://openalex.org/W2770356183","https://openalex.org/W2803852807","https://openalex.org/W2811394880","https://openalex.org/W2900885773","https://openalex.org/W2908716366","https://openalex.org/W2918429485","https://openalex.org/W2923680319","https://openalex.org/W3023540311","https://openalex.org/W3101645286","https://openalex.org/W4301971222","https://openalex.org/W6653860815","https://openalex.org/W6675335899","https://openalex.org/W6676077516","https://openalex.org/W6679555516","https://openalex.org/W6689109000","https://openalex.org/W6727753888","https://openalex.org/W6729234407","https://openalex.org/W6753292854","https://openalex.org/W6785737676"],"related_works":["https://openalex.org/W2198164489","https://openalex.org/W2028624523","https://openalex.org/W1969426912","https://openalex.org/W2079825352","https://openalex.org/W3144360982","https://openalex.org/W1968930765","https://openalex.org/W2814492520","https://openalex.org/W2111740100","https://openalex.org/W2072996905","https://openalex.org/W4239240862"],"abstract_inverted_index":{"The":[0],"integration":[1],"and":[2,17,43,61,80],"application":[3,98],"of":[4,47,71,74,89],"different":[5,75],"AI":[6],"methods":[7,79],"such":[8],"as,":[9],"neural":[10],"networks,":[11],"fuzzy":[12],"logic,":[13],"ontology,":[14],"genetic":[15],"algorithms,":[16],"nearest":[18],"neighbor":[19],"help":[20],"to":[21,35,38,84],"solve":[22],"distinct":[23],"challenges":[24],"in":[25,58],"the":[26,33,48,54,69,72,85,97,100],"product":[27,41,77,101],"design":[28,78,102],"process.":[29,63,103],"Overall,":[30],"these":[31],"give":[32],"ability":[34],"adapt":[36],"quickly":[37],"market":[39],"or":[40],"changes":[42],"make":[44],"each":[45],"step":[46],"production":[49],"process":[50],"exchange":[51],"information":[52],"thus":[53],"cooperative":[55],"work":[56],"results":[57],"an":[59],"efficient":[60],"smooth":[62],"In":[64],"this":[65],"paper,":[66],"we":[67],"overview":[68],"state":[70],"art":[73],"AIdriven":[76],"classify":[81],"them":[82],"according":[83],"selected":[86],"five":[87],"schools":[88],"thought.":[90],"We":[91],"discuss":[92],"their":[93],"usage":[94],"depending":[95],"on":[96],"for":[99]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}