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Author

Yiğit Kazançoğlu

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Aug 2026

A strategic framework for achieving sustainable and digital manufacturing systems.

Currently, companies need to consider the environmental and societal impacts of their processes and stay up to date with technological changes enabled by Industry 4.0 to maintain their competitive advantage. This situation reveals the need to align digitalization principles with sustainable manufacturing. Although the...

Yesim Deniz Ozkan-Ozen, Yiğit Kazançoğlu, Haluk Soyuer · 0 citations
Review Open access Jul 2026

Beyond Prediction: Using Explainable AI to Uncover the Drivers of Customer Ratings with SHAP and Review Topics

A framework to not only predict customer star ratings from reviews, but also to explain the key drivers behind those predictions is proposed, combining topic modeling with explainable AI, which moves beyond prediction to provide actionable insights.

Ş. Birim, Ipek Kazancoglu, Yiğit Kazançoğlu · 1 citation

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