Journals / Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi / 2022 / Cilt: 37 - Sayı: 2

A novel approach based on type-2 fuzzy sets to augment technology roadmaps

Teknoloji yol haritalarını arttırmak için tip-2 bulanık sistemler temelli yeni bir yaklaşım

Pages
723–738
Publication Date
2022-02-28
DOI
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

It is considered that these augmented technology roadmaps contribute to strategy planning and technology management, especially for large-scale cases.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:The importance of RDI outputs is increasing day by day in the business world.
📊
Key Findings & Data:The harmony of RDI activities with technology and strategy is one of the important guarantees of sustainable success.
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Conclusion & Impact:It is considered that these augmented technology roadmaps contribute to strategy planning and technology management, especially for large-scale cases.
🔬Design:Research Article
📍Scope:Comprehensive Sample
⚙️Variables:Teknoloji yol haritası oluşturma · ilişki analizi · Bulanık sistemler

Abstract

The importance of RDI outputs is increasing day by day in the business world. The harmony of RDI activities with technology and strategy is one of the important guarantees of sustainable success. At this stage, widely used “technology roadmaps” directing RDI activities come to mind first. Technology roadmaps are the tools linking technological developments and changes with other relevant layers (products, services, market, etc.), and thus they assist decision making. To obtain a valid technology roadmap, its inter-element relationships need to be well-established. This study proposes an infographic for the relationships between technology roadmap elements. Importance of the relationships and the relationship degree of element pairs are evaluated by using interval type-2 fuzzy systems (IT2FS). Technology roadmaps are augmented with the infographic employing these evaluation results. In order to illustrate how the proposed process executes, a technology roadmap of three-dimensional (3D) printer technologies is presented as an example. It is considered that these augmented technology roadmaps contribute to strategy planning and technology management, especially for large-scale cases.

Özet

İş dünyasında Ar-Ge ve inovasyon çıktılarının önemi her geçen artmaktadır. Ar-Ge ve inovasyon faaliyetlerinin teknoloji ve strateji ile uyumu sürdürülebilir başarının önemli güvencelerinden biridir. Bu aşamada Ar-Ge ve inovasyon faaliyetlerini yönlendiren ve yaygın bir şekilde kullanılan teknoloji yol haritaları ilk akla gelmektedir. Teknoloji yol haritaları, teknoloji gelişimi ve değişimini ilgili diğer katmanlarla (ürünler, hizmetler, pazar vb.) ilişkilendiren ve karar vermeye yardımcı olan araçlardır. Geçerli bir teknoloji yol haritası elde edebilmek için ögeler arası ilişkilerin doğru tanımlanması gerekir. Bu çalışma teknoloji yol haritası ögeleri arasındaki ilişkiler için bir infografik önermektedir. Öge ikililerinin ilişki derecesi ve ilişkilerin önem derecesi aralıklı tip-2 bulanık sistemler (IT2FS) kullanılarak değerlendirilmektedir. Bu değerlendirme sonuçlarını kullanarak oluşturulan infografik ile teknoloji yol haritaları zenginleştirilmektedir. Önerilen sürecin daha iyi anlaşılması için üç boyutlu (3D) yazıcı teknolojileri uygulama örneği sunulmuştur. Bu şekilde zenginleştirilmiş teknoloji yol haritalarının özellikle büyük ölçekli sistemlerde strateji oluşturma sürecine ve teknoloji yönetim faaliyetlerine katkı sağlayacağı düşünülmektedir.

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Cite This Article

BARİP, S., ALTUN, K. (2022). A novel approach based on type-2 fuzzy sets to augment technology roadmaps. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, Cilt: 37 - Sayı: 2, 723–738. https://ajindex.com/articles/406318

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