Research on a New Power System Achievement Retrieval and Recommendation System Based on Deep Learning

Addressing the challenge of traditional methods in handling big data and providing precise information in power systems, this study develops a novel power system achievement retrieval and recommendation system leveraging deep learning. The system enhances traditional methods with user behavior-based algorithms, a new deep learning model for efficient literature search, and unsupervised clustering for faster sorting. It integrates user patterns for personalized recommendations, improving retrieval efficiency, accuracy, and user service in tracking power system advancements.

Authors

Publication Details

Published
2025-02-28
DOI
https://doi.org/10.1109/icsgge64667.2025.10985172
Primary Topic
Technology and Security Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on a New Power System Achievement Retrieval and Recommendation System Based on Deep Learning

Bo Yang, Mingyu Zhao, Zhu Heyan, Yanlu Xu
Technology and Security Systems
article

Research on a New Power System Achievement Retrieval and Recommendation System Based on Deep Learning

Bo Yang, Mingyu Zhao, Zhu Heyan, Yanlu Xu
article en

Abstract

Addressing the challenge of traditional methods in handling big data and providing precise information in power systems, this study develops a novel power system achievement retrieval and recommendation system leveraging deep learning. The system enhances traditional methods with user behavior-based algorithms, a new deep learning model for efficient literature search, and unsupervised clustering for faster sorting. It integrates user patterns for personalized recommendations, improving retrieval efficiency, accuracy, and user service in tracking power system advancements.

Quality Education
Openalex Percentile: Top 86%
Technology and Security Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.