Yazar "0000-0003-3903-7356" için listeleme
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Application of ChatGPT in the tourism domain: potential structures and challenges
Kılıçlıoğlu, Orkun Mehmet; Özçelik, Şuayb Talha; Yöndem, Meltem Turhan (IEEE, 2023-12-23)The tourism industry stands out as a sector where effective customer communication significantly influences sales and customer satisfaction. The recent shift from traditional natural language processing methodologies to ... -
Forecasting and analysis of domestic solid waste generation in districts of istanbul with support vector regression
Özçelik, Şuayb Talha; Tek, Faik Boray (Institute of Electrical and Electronics Engineers Inc., 2020-10-12)Waste planning is essential for large and developing cities such as Istanbul. In this report, we perform data analysis on "Waste Amount Based on District, Year and Waste Type"dataset shared by Istanbul Metropolitan ... -
Forecasting and analysis of energy consumption and waste generation in Antalya with SVR
Özçelik, Şuayb Talha; Tek, Faik Boray; Şekerci, Erdal (IEEE, 2023-12-24)Antalya, a rapidly expanding coastal city in Türkiye, has experienced significant changes due to urbanization and increasing tourism activities. Comprehending tourism trends is crucial for the city's sustainable development ... -
Hotel sales forecasting with LSTM and N-BEATS
Özçelik, Şuayb Talha; Tek, Faik Boray; Şekerci, Erdal (IEEE, 2023-09-15)Time series forecasting aims to model the change in data points over time. It is applicable in many areas, such as energy consumption, solid waste generation, economic indicators (inflation, currency), global warming (heat, ... -
Leveraging transformer-based language models for enhanced service insight in tourism
Er, Aleyna; Özçelik, Şuayb Talha (IEEE, 2023-12-22)Customer feedback is a valuable resource for enhancing customer experience and identifying areas that require improvement. Utilizing user insights allows a tourism company to identify and address problematic points in its ...