Analysis and Research on LDA Model Focusing on Smart Logistics

DOI

10.2991/978-2-38476-257-6_41How to use a DOI?

Keywords

Intelligent logistics; LDA topic model; social platform; hotspots of concern

Abstract

The rapid development of mobile Internet, so that a large number of logistics facilities to achieve interoperability, "smart logistics" concept is increasingly mentioned. The concept of "smart logistics" has been mentioned more and more. The development of smart logistics, combining emerging technologies with basic industries, is conducive to the realization of digitalization, intelligence, efficiency and sharing in the logistics industry. We have crawled the discussions of social groups about "smart logistics" on relevant platforms as samples, calculated the optimal number of topics through the calculation of confusion and consistency scores, and selected the LDA topic model for topic extraction to analyze the extracted data to find out the core hotspots of social groups' concerns about smart logistics.

Copyright

© 2024 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Zhenyu Zhao
AU  - Yuyuan Feng
AU  - Feiyang Zhang
PY  - 2024
DA  - 2024/05/27
TI  - Analysis and Research on LDA Model Focusing on Smart Logistics
BT  - Proceedings of the 2024 International Conference on Applied Economics, Management Science and Social Development (AEMSS 2024)
PB  - Atlantis Press
SP  - 354
EP  - 361
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-2-38476-257-6_41
DO  - 10.2991/978-2-38476-257-6_41
ID  - Zhao2024
ER  -