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Among these approaches, it is worth mentioning the TRIZ-based frameworks such as the Inventive Design Methodology (IDM), where the Problem Graph method is used to formulate a problem. However, the application of IDM is time-consuming due to the construction of a complete map to clarify a problem situation. Therefore, the Inverse Problem Graph (IPG) method has been introduced within the IDM framework to enhance its agility. Nevertheless, the manual gathering of essential information, including parameters and concepts, requires effort and time. This paper integrates the neural network doc2vec and machine learning algorithms as Artificial Intelligence methods into a graphical method inspired by the IPG process. This integration can facilitate and accelerate the development of inventive solutions by extracting parameters and concepts in the inventive design process. The method has been applied to develop a new lattice structure solution in the material field.<\/jats:p>","DOI":"10.1017\/s0890060422000051","type":"journal-article","created":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T09:18:04Z","timestamp":1658135884000},"update-policy":"https:\/\/doi.org\/10.1017\/policypage","source":"Crossref","is-referenced-by-count":4,"title":["Artificial intelligence methods for improving the inventive design process, application in lattice structure case study"],"prefix":"10.1017","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7551-5944","authenticated-orcid":false,"given":"Masih","family":"Hanifi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6265-0736","authenticated-orcid":false,"given":"Hicham","family":"Chibane","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Remy","family":"Houssin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Denis","family":"Cavallucci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Naser","family":"Ghannad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"56","published-online":{"date-parts":[[2022,7,18]]},"reference":[{"key":"S0890060422000051_ref28","doi-asserted-by":"publisher","DOI":"10.1186\/s40069-021-00465-w"},{"key":"S0890060422000051_ref52","doi-asserted-by":"publisher","DOI":"10.7763\/IJMLC.2012.V2.158"},{"key":"S0890060422000051_ref54","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2018.00114"},{"key":"S0890060422000051_ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-61295-5_23"},{"key":"S0890060422000051_ref30","first-page":"605","article-title":"Application of K-nearest neighbor (KNN) approach for predicting economic events: theoretical background","volume":"3","author":"Imandoust","year":"2013","journal-title":"International Journal of Engineering Research and Applications"},{"key":"S0890060422000051_ref62","doi-asserted-by":"publisher","DOI":"10.1115\/1.4042083"},{"key":"S0890060422000051_ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-018-2921-5"},{"key":"S0890060422000051_ref40","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","volume":"26","author":"Mikolov","year":"2013","journal-title":"Advances in Neural Information Processing Systems"},{"key":"S0890060422000051_ref6","first-page":"2","article-title":"From TRIZ to inventive design method (IDM): towards a formalization of inventive practices in RandD departments","volume":"18","author":"Cavallucci","year":"2009","journal-title":"Innovation"},{"key":"S0890060422000051_ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.04.059"},{"key":"S0890060422000051_ref26","doi-asserted-by":"publisher","DOI":"10.5937\/fme2103549H"},{"key":"S0890060422000051_ref50","doi-asserted-by":"publisher","DOI":"10.4040\/jkan.2013.43.2.154"},{"key":"S0890060422000051_ref41","doi-asserted-by":"publisher","DOI":"10.2197\/ipsjjip.27.711"},{"key":"S0890060422000051_ref35","first-page":"1188","article-title":"Distributed representations of sentences and documents","volume":"32","author":"Le","year":"2014","journal-title":"International Conference on Machine Learning"},{"key":"S0890060422000051_ref63","doi-asserted-by":"publisher","DOI":"10.6000\/1927-5129.2017.13.76"},{"key":"S0890060422000051_ref8","doi-asserted-by":"publisher","DOI":"10.1177\/1094670505276683"},{"key":"S0890060422000051_ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2017.2690222"},{"key":"S0890060422000051_ref17","unstructured":"\u201cDuocel\u00ae Foam Energy Absorbers\u201d. 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