<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>RBM, as an important structural component unit in the mainstream model of deep learning, is being widely used in various fields. The article first discusses the RBM deep neural network algorithm, gives an overview of the related function algorithm combining RBM and neural network, and then proposes a deep network method oriented to the prediction of advertisement click rate. At the end of the article, the algorithm proposed in this paper is compared with the model performance test. An advertising company is used as an object of empirical research to analyze the change in its market share and turnover in the years 2022-2023. Explore the significance and role of RBM-based deep neural networks in the innovation of advertising business models.</p>
</abstract>

RBM, as an important structural component unit in the mainstream model of deep learning, is being widely used in various fields. The article first discusses the RBM deep neural network algorithm, gives an overview of the related function algorithm combining RBM and neural network, and then proposes a deep network method oriented to the prediction of advertisement click rate. At the end of the article, the algorithm proposed in this paper is compared with the model performance test. An advertising company is used as an object of empirical research to analyze the change in its market share and turnover in the years 2022-2023. Explore the significance and role of RBM-based deep neural networks in the innovation of advertising business models.

Business model innovation of advertising operation based on RBM deep neural network

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

RBM, as an important structural component unit in the mainstream model of deep learning, is being widely used in various fields. The article first discusses...

Business model innovation of advertising operation based on RBM deep neural network

Published Online: Aug 05, 2024

Page range: -

Received: Apr 15, 2024

Accepted: Jul 07, 2024

DOI: https://doi.org/10.2478/amns-2024-2206

Keywords
RBM deep neural network, Advertising business model, Neural network

© 2024 You Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Business model innovation of advertising operation based on RBM deep neural network

Published Online: Aug 05, 2024

Page range: -

Received: Apr 15, 2024

Accepted: Jul 07, 2024

DOI: https://doi.org/10.2478/amns-2024-2206

KeywordsRBM deep neural network, Advertising business model, Neural network

© 2024 You Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
RBM deep neural network, Advertising business model, Neural network