Leveraging Domain Knowledge to Improve Depression Detection on Chinese Social Media

Guo, Zhihua; Ding, Nengneng; Zhai, Minyu; Zhang, Zhenwen; Li, Zepeng

doi:10.1109/TCSS.2023.3267183

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Leveraging Domain Knowledge to Improve Depression Detection on Chinese Social Media

Author(s): Zhihua Guo ¹ , Nengneng Ding ¹ , Minyu Zhai ¹ , Zhenwen Zhang ¹ , Zepeng Li ¹

Publication date (Print): August 2023

Journal: IEEE Transactions on Computational Social Systems

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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Most cited references 44

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The CES-D Scale: A Self-Report Depression Scale for Research in the General Population

L Radloff (1977)

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XGBoost

Tianqi Chen, Carlos Guestrin (2016)

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An Inventory for Measuring Depression

A. Beck (1961)

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Zhihua Guo: (View ORCID Profile)

Zhenwen Zhang: (View ORCID Profile)

Zepeng Li: (View ORCID Profile)

Journal

Title: IEEE Transactions on Computational Social Systems

Abbreviated Title: IEEE Trans. Comput. Soc. Syst.

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Electronic): 2329-924X

ISSN (Electronic): 2373-7476

Publication date Created: August 2023

Publication date (Print): August 2023

Volume: 10

Issue: 4

Pages: 1528-1536

Affiliations

[1 ]School of Information Science and Engineering, Lanzhou University, Lanzhou, China

Article

DOI: 10.1109/TCSS.2023.3267183

SO-VID: 31abed16-5f7f-4905-bad8-a5bb0eedd3ac

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https://doi.org/10.15223/policy-029

https://doi.org/10.15223/policy-037

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Leveraging Domain Knowledge to Improve Depression Detection on Chinese Social Media

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Most cited references 44

The CES-D Scale: A Self-Report Depression Scale for Research in the General Population

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An Inventory for Measuring Depression

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