Uncertainty-Aware Marketing Attribution Inference and Budget Decision-Making with Intelligent Agents

Qianxi Liu, Ye Zhang, Sheng Chen, Zhaocheng Liu, Yuqiu Xu, Hengguang Cui

Open source

DOI: 10.20944/preprints202603.1129.v1
Published: 2026-03-17
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Publisher: MDPI AG
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Cite this work

BibTeX

@article{allodium:10.20944/preprints202603.1129.v1,
  title = {Uncertainty-Aware Marketing Attribution Inference and Budget Decision-Making with Intelligent Agents},
  author = {Qianxi Liu and Ye Zhang and Sheng Chen and Zhaocheng Liu and Yuqiu Xu and Hengguang Cui},
  year = {2026},
  doi = {10.20944/preprints202603.1129.v1},
  url = {https://doi.org/10.20944/preprints202603.1129.v1}
}

RIS

TY  - JOUR
TI  - Uncertainty-Aware Marketing Attribution Inference and Budget Decision-Making with Intelligent Agents
AU  - Qianxi Liu
AU  - Ye Zhang
AU  - Sheng Chen
AU  - Zhaocheng Liu
AU  - Yuqiu Xu
AU  - Hengguang Cui
PY  - 2026
DO  - 10.20944/preprints202603.1129.v1
UR  - https://doi.org/10.20944/preprints202603.1129.v1
ER  -

APA

Liu, Q., Zhang, Y., Chen, S., Liu, Z., Xu, Y., & Cui, H. (2026). Uncertainty-Aware Marketing Attribution Inference and Budget Decision-Making with Intelligent Agents. https://doi.org/10.20944/preprints202603.1129.v1

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crossref · retrieved 2026-09-26T02:39:58.066Z