An Intelligent Approach for the Evaluation of Innovation Projects
| dc.contributor.author | Samanlıoğlu, Funda | |
| dc.contributor.author | Samanlıoğlu, Funda | |
| dc.contributor.author | Ayağ, Zeki | |
| dc.contributor.author | Ayağ, Zeki | |
| dc.contributor.other | Industrial Engineering | |
| dc.date.accessioned | 2020-06-08T19:52:38Z | |
| dc.date.available | 2020-06-08T19:52:38Z | |
| dc.date.issued | 2020 | |
| dc.department | Fakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümü | en_US |
| dc.description.abstract | In this study, an intelligent approach is presented for the evaluation and selection of innovation projects. Selecting the best innovation project is a complicated multiple criteria decision making (MCDM) problem with several potentially competing quantitative and qualitative criteria. In this paper, two hesitant fuzzy MCDM methods; hesitant fuzzy Analytic Hierarchy Process (hesitant F-AHP) and hesitant fuzzy VIsekriterijumska optimizacija i KOmpromisno Resenje (hesitant F-VIKOR) are integrated to evaluate and rank innovation projects. In the hesitant fuzzy AHP-VIKOR, hesitant F-AHP is used to find fuzzy evaluation criteria weights and hesitant F-VIKOR is implemented to rank innovation project alternatives. A numerical example is given where five innovation projects are evaluated based on nine criteria by three decision makers. | en_US |
| dc.identifier.citationcount | 14 | |
| dc.identifier.doi | 10.3233/JIFS-179458 | en_US |
| dc.identifier.endpage | 915 | en_US |
| dc.identifier.issn | 1064-1246 | en_US |
| dc.identifier.issn | 1875-8967 | en_US |
| dc.identifier.issn | 1064-1246 | |
| dc.identifier.issn | 1875-8967 | |
| dc.identifier.issue | 1 | en_US |
| dc.identifier.scopus | 2-s2.0-85078327162 | en_US |
| dc.identifier.scopusquality | Q2 | |
| dc.identifier.startpage | 905 | en_US |
| dc.identifier.uri | https://hdl.handle.net/20.500.12469/2896 | |
| dc.identifier.uri | https://doi.org/10.3233/JIFS-179458 | |
| dc.identifier.volume | 38 | en_US |
| dc.identifier.wos | WOS:000506856200085 | en_US |
| dc.institutionauthor | Samanlıoğlu, Funda | en_US |
| dc.institutionauthor | Ayaǧ, Zeki | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | IOS Press | en_US |
| dc.relation.journal | Journal of Intelligent & Fuzzy Systems | en_US |
| dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/embargoedAccess | en_US |
| dc.scopus.citedbyCount | 16 | |
| dc.subject | Innovation project selection | en_US |
| dc.subject | Fuzzy | en_US |
| dc.subject | Multiple-criteria decision making | en_US |
| dc.subject | AHP | en_US |
| dc.subject | VIKOR | en_US |
| dc.title | An Intelligent Approach for the Evaluation of Innovation Projects | en_US |
| dc.type | Article | en_US |
| dc.wos.citedbyCount | 15 | |
| dspace.entity.type | Publication | |
| relation.isAuthorOfPublication | 4e74c274-0592-4792-ac57-00061bd273aa | |
| relation.isAuthorOfPublication | 08cbab4b-8ed5-48fe-bb67-0488cc0af5a3 | |
| relation.isAuthorOfPublication.latestForDiscovery | 4e74c274-0592-4792-ac57-00061bd273aa | |
| relation.isOrgUnitOfPublication | 28868d0c-e9a4-4de1-822f-c8df06d2086a | |
| relation.isOrgUnitOfPublication.latestForDiscovery | 28868d0c-e9a4-4de1-822f-c8df06d2086a |
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