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From Traditional Recommender Systems to GPT-Based Chatbots: A Survey of Recent Developments and Future Directions

Recommender systems are a key technology for many applications, such as e-commerce, streaming media, and social media. Traditional recommender systems rely on collaborative filtering or content-based filtering to make recommendations. However, these approaches have limitations, such as the cold star...

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Hoofdauteurs: Tamim Mahmud Al-Hasan, Aya Nabil Sayed, Faycal Bensaali, Yassine Himeur, Iraklis Varlamis, George Dimitrakopoulos
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI AG 2024-03-01
Reeks:Big Data and Cognitive Computing
Onderwerpen:
conversational recommender systems
context-aware recommenders
generative pre-trained transformer (GPT)
hybrid recommenders
natural language processing (NLP)
Online toegang:https://www.mdpi.com/2504-2289/8/4/36
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