Proceedings of the 2022 3rd International Conference on E-commerce and Internet Technology (ECIT 2022)

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The Characteristics of SDGs of Internet Enterprises Based on Text Mining

Authors
Wanyi Zhang1, *, Xiang Xie1
1School of Economics and Management, Beijing Jiaotong University, Haidian District, Beijing, China
*Corresponding author. Email: zwyya123@foxmail.com
Corresponding Author
Wanyi Zhang
Available Online 10 November 2022.
DOI
10.2991/978-94-6463-005-3_34How to use a DOI?
Keywords
SDGs; Internet enterprises; Association rules; Co-occurrence clustering
Abstract

Internet enterprises play an important role in promoting the process of global sustainable development. Based on association rules and keyword co-occurrence clustering, this paper studies the sustainable development report issued by Internet enterprises. This paper obtains the sustainable development reports released by Baidu, Alibaba and Tencent, the three largest Internet companies in China from 2016 to 2020, and extracts 919 project text information. After text classification, this paper finds that the implementation of enterprise business is more related to SDG1, 3, 8 and 9. The association rules are used to identify the relevant keywords in the text. It is found that “technology” and “platform” are the keywords of multiple goals. The keyword co-occurrence clustering method is used to carry out visual analysis of the keywords under each sustainable development goal. The research results describe the characteristics, degree and way of implementation of the sustainable development agenda and SDGs in Internet enterprises.

Copyright
© 2023 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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Volume Title
Proceedings of the 2022 3rd International Conference on E-commerce and Internet Technology (ECIT 2022)
Series
Atlantis Highlights in Engineering
Publication Date
10 November 2022
ISBN
978-94-6463-005-3
ISSN
2589-4943
DOI
10.2991/978-94-6463-005-3_34How to use a DOI?
Copyright
© 2023 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.

Cite this article

risenwbib
TY  - CONF
AU  - Wanyi Zhang
AU  - Xiang Xie
PY  - 2022
DA  - 2022/11/10
TI  - The Characteristics of SDGs of Internet Enterprises Based on Text Mining
BT  - Proceedings of the 2022 3rd International Conference on E-commerce and Internet Technology (ECIT 2022)
PB  - Atlantis Press
SP  - 348
EP  - 358
SN  - 2589-4943
UR  - https://doi.org/10.2991/978-94-6463-005-3_34
DO  - 10.2991/978-94-6463-005-3_34
ID  - Zhang2022
ER  -