paper-with-me

홈 › Papers

Profit Allocation in the We Media Value Chain: A Shapley Value-Based Approach

2024-12-24 · Jianfei Xu, Rui Zhang, Junhui Fan

The study takes the social media industry as its research subject and examines the impact of scientific innovation capabilities on profit distribution within the value chain of the social media industry. It proposes a specific solution to the profit distribution problem using an improved Shapley value method. Additionally, the AHP (Analytic Hierarchy Process) is employed to evaluate the profit distribution model, allowing the improved Shapley value method to better address the issue of profit allocation within the value chain of the social media industry. This approach ensures that each member receives a fair share of the profits, fostering strong cooperative relationships among members. Moreover, it compensates for the shortcomings of the traditional Shapley value method in addressing such problems to a certain extent.

📄 PDF Abstract BibTeX arXiv:2412.18130

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Profit Allocation for Federated Learning

2019-01-01 · IEEE International Conference on Big Data (Big Data) 2019 1 · Tianshu Song, Yongxin Tong*, Shuyue Wei

Due to stricter data management regulations such as General Data Protection Regulation (GDPR), traditional production mode of machine learning services is shifting to federated learning, a paradigm that allows multiple d…

Data ValuationFederated Learning

A Framework for Graph-Conditioned Hierarchical Shapley Attribution in Patent Valuation

2026-06-01 · Joy Bose arxiv

Estimating the economic contribution of a single patent inside a product that embodies tens of thousands of patents is a long-standing unsolved problem in intellectual property economics. We propose PatentXAI, a framewor…

Portfolio risk allocation through Shapley value

2021-03-09 · Patrick S. Hagan, Andrew Lesniewski, Georgios E. Skoufis, Diana E. Woodward

We argue that using the Shapley value of cooperative game theory as the scheme for risk allocation among non-orthogonal risk factors is a natural way of interpreting the contribution made by each of such factors to overa…

A Study of Proxies for Shapley Allocations of Transport Costs

2014-08-21 · Haris Aziz, Casey Cahan, Charles Gretton, Phillip Kilby 외

We propose and evaluate a number of solutions to the problem of calculating the cost to serve each location in a single-vehicle transport setting. Such cost to serve analysis has application both strategically and operat…

Computing the Shapley Value in Allocation Problems: Approximations and Bounds, with an Application to the Italian VQR Research Assessment Program

2017-09-13 · Francesco Lupia, Angelo Mendicelli, Andrea Ribichini, Francesco Scarcello 외

In allocation problems, a given set of goods are assigned to agents in such a way that the social welfare is maximised, that is, the largest possible global worth is achieved. When goods are indivisible, it is possible t…