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   Articles with "recommendation model" as a keyword



An Efficient Hybrid Recommendation Model With Deep Neural Networks

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recommendations! Published in 2019 at "IEEE Access"

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

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recommendations! 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

Personalized Career-Path Recommendation Model for Information Technology Students in Indonesia

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3381032

Abstract: One of the challenging decisions for students is taking a job specialization. To make their decisions, they use subjective perceptions of friends or family due to the lack of guidance and limited resources. This increases… read more here.

Keywords: path recommendation; career path; recommendation model; model ... See more keywords

A Drug Recommendation Model Based on Message Propagation and DDI Gating Mechanism

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recommendations! 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

Federated Learning Empowered Recommendation Model for Financial Consumer Services

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recommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"

DOI: 10.1109/tce.2023.3339702

Abstract: In recent years, recommendation systems have gained popularity in the financial services industry. These systems offer personalized recommendations to consumers based on their distinct preferences, behaviors, and historical data. Centralized data storage and processing used… read more here.

Keywords: empowered recommendation; recommendation model; model; federated learning ... See more keywords

AtRec: Accelerating Recommendation Model Training on CPUs

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recommendations! Published in 2024 at "IEEE Transactions on Parallel and Distributed Systems"

DOI: 10.1109/tpds.2024.3381186

Abstract: The popularity of recommendation models and the enhanced AI processing capability of CPUs have provided massive performance opportunities to deliver satisfactory experiences to a large number of users. Unfortunately, existing recommendation model training methods fail… read more here.

Keywords: recommendation model; level; atrec; recommendation ... See more keywords

An intelligent medical guidance and recommendation model driven by patient-physician communication data

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recommendations! 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

Multi-Feature-Enhanced Academic Paper Recommendation Model with Knowledge Graph

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recommendations! Published in 2024 at "Applied Sciences"

DOI: 10.3390/app14125022

Abstract: This paper addresses the challenges of data sparsity and personalization limitations inherent in current recommendation systems when processing extensive academic paper datasets. To overcome these issues, the present work introduces an innovative recommendation model that… read more here.

Keywords: recommendation model; academic paper; paper; knowledge ... See more keywords

A Recommendation Model for Selling Rules in the Telecom Retail Industry

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recommendations! Published in 2022 at "Axioms"

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

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recommendations! 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