scholarly journals A sequential cooperative game theoretic approach to scheduling multiple large-scale applications in grids

2014 ◽  
Vol 30 ◽  
pp. 27-43 ◽  
Author(s):  
Rubing Duan ◽  
Radu Prodan ◽  
Xiaorong Li
Keyword(s):  
Cooperative Game ◽  
Large Scale ◽  
Theoretic Approach ◽  
Game Theoretic ◽  
Game Theoretic Approach

scholarly journals The Sharing of Benefits from a Logistics Alliance Based on a Hub-Spoke Network: A Cooperative Game Theoretic Approach

2018 ◽  
Vol 10 (6) ◽  
pp. 1855 ◽  
Author(s):  
Minyoung Yea ◽  
Seokhyun Chung ◽  
Taesu Cheong ◽  
Daeki Kim
Keyword(s):  
Cooperative Game ◽  
Theoretic Approach ◽  
Game Theoretic ◽  
Game Theoretic Approach

A Shapley Value based Approach to Market Basket Analysis

2020 ◽  
Vol 1 (2) ◽  
pp. 1-5
Author(s):  
Rahul Lakhotia ◽  
Pratibha Goenka
Keyword(s):  
Cooperative Game ◽  
Shapley Value ◽  
Solution Concept ◽  
Purchase Behavior ◽  
Theoretic Approach ◽  
Marginal Contribution ◽  
Market Basket Analysis ◽  
Market Basket ◽  
Game Theoretic ◽  
Game Theoretic Approach

Market Basket Analysis is an interesting concept wherein a set of historical purchase data is studied extensively and data-mining techniques are applied to predict a user’s purchase behavior. In the resent times, every e-commerce giant, like Amazon, Flip-kart etc. are trying to increase their sales by this technique. It has been found in study that when a user is purchasing an item then he/she might be interested in purchasing other items too. So, by analyzing this purchase behavior if we can recommend other products at the time of purchasing then that could increase the sale and profit as well. Analyzing the correlation among the products by studying the purchase pattern and then finding the associated products is the main objective of Market Basket Analysis. Several algorithms have been developed to find the association among the products. But most of the traditional algorithms are based on support value of the product. They do not consider another important factor i.e. the marginal contribution of the product. Considering this into account in this paper we are going to propose a Shapley Value based game theoretic approach for market basket analysis. Shapley Value is a well-known solution concept in cooperative game theory. It gives the measure of marginal contribution of a player in a cooperative game.

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