Research on the Improvement of Link Prediction Algorithm and Its Application in Industrial Structure Adjustment

Junhua Rao

2023

Abstract

The adjustment and establishment of a rational industrial structure is aimed at promoting economic development and improving the people’s material and cultural living standards. The main indicator of the rationality of the industrial structure is the rational use of resources, so that various industrial sectors can coordinate the provision of products and services needed by society; provide opportunities for full employment of workers; promote the application of advanced industrial technology; get the best economic benefits, etc. The link prediction similarity algorithm is improved, and a new link prediction algorithm is proposed, which is applied to the industrial structure adjustment strategy of China’s new normal economy, taking the input-output relationship between departments as the research object, and adjusting and optimizing the network structure based on the link prediction method. In the research of industrial network, this paper first analyzes the economic development of China from a horizontal static perspective by combining geographic information and statistical theory, constructs an interregional industrial network structure model based on the input and output data of the selected main functional area, and finally applies the newly proposed link prediction algorithm to the industrial network model, and obtains the optimization direction of the network structure.

Paper Citation

in Harvard Style

Rao J. (2023). Research on the Improvement of Link Prediction Algorithm and Its Application in Industrial Structure Adjustment. In Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT; ISBN 978-989-758-677-4, SciTePress, pages 46-50. DOI: 10.5220/0012273600003807

in Bibtex Style

@conference{anit23,
author={Junhua Rao},
title={Research on the Improvement of Link Prediction Algorithm and Its Application in Industrial Structure Adjustment},
booktitle={Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT},
year={2023},
pages={46-50},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012273600003807},
isbn={978-989-758-677-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT
TI - Research on the Improvement of Link Prediction Algorithm and Its Application in Industrial Structure Adjustment
SN - 978-989-758-677-4
AU - Rao J.
PY - 2023
SP - 46
EP - 50
DO - 10.5220/0012273600003807
PB - SciTePress