An Efficient Hybrid Recommendation Model With Deep Neural Networks
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DOI: 10.1109/access.2019.2929789
Abstract: Recently, deep learning has gained great popularity in the area of recommender systems. Various combinations of deep learning, collaborative recommendation and content-based recommendation have occurred. However, as one of the three most significant recommendation techniques,… read more here.
Keywords: hybrid recommendation; recommendation; deep learning; recommendation model ... See more keywords
Travel Direction Recommendation Model Based on Photos of User Social Network Profile
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3260103
Abstract: Travelling is one of the most enjoyable activities for people of all ages. It is constantly looking for innovative solutions on how to tailor travel recommendations to the needs of its customers. The purpose of… read more here.
Keywords: recommendation model; recommendation; based photos; user social ... See more keywords
A Drug Recommendation Model Based on Message Propagation and DDI Gating Mechanism
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3153342
Abstract: Drug recommendation task based on the deep learning model has been widely studied and applied in the health care field in recent years. However, the accuracy of drug recommendation models still needs to be improved.… read more here.
Keywords: recommendation model; recommendation; drug recommendation; ddi ... See more keywords
An intelligent medical guidance and recommendation model driven by patient-physician communication data
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Public Health"
DOI: 10.3389/fpubh.2023.1098206
Abstract: Based on the online patient-physician communication data, this study used natural language processing and machine learning algorithm to construct a medical intelligent guidance and recommendation model. First, based on 16,935 patient main complaint data of… read more here.
Keywords: recommendation model; patient physician; recommendation; guidance recommendation ... See more keywords
A Recommendation Model for Selling Rules in the Telecom Retail Industry
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DOI: 10.3390/axioms11060265
Abstract: The recommendation of the optimal selling rules for any product or service is challenging, owing to the complexity of the customer’s behavior and the competitiveness existing in the telecom retail industry. This study proposes a… read more here.
Keywords: recommendation model; telecom retail; selling rules; retail industry ... See more keywords
LFDNN: A Novel Hybrid Recommendation Model Based on DeepFM and LightGBM
Sign Up to like & getrecommendations! Published in 2023 at "Entropy"
DOI: 10.3390/e25040638
Abstract: Hybrid recommendation algorithms perform well in improving the accuracy of recommendation systems. However, in specific applications, they still cannot reach the requirements of the recommendation target due to the gap between the design of the… read more here.
Keywords: recommendation model; recommendation; feature; model ... See more keywords