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相关论文: Business Mode Selection in Digital Content Markets

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Competition between traditional platforms is known to improve user utility by aligning the platform's actions with user preferences. But to what extent is alignment exhibited in data-driven marketplaces? To study this question from a…

计算机科学与博弈论 · 计算机科学 2023-01-18 Meena Jagadeesan , Michael I. Jordan , Nika Haghtalab

We consider in this paper competition of content creators in routing their content through various media. The routing decisions may correspond to the selection of a social network (e.g. twitter versus facebook or linkedin) or of a group…

计算机科学与博弈论 · 计算机科学 2016-01-05 Fabrice Lebeau , Corinne Touati , Eitan Altman , Nof Abuzainab

This paper develops a theoretical model of platform competition where user-generated content (UGC) quality arises endogenously from the composition of the user base. Users differ in their relative preferences for content quality and network…

理论经济学 · 经济学 2026-05-19 Bohan Zhang

Automated recommendations can nowadays be found on many e-commerce platforms, and such recommendations can create substantial value for consumers and providers. Often, however, not all recommendable items have the same profit margin, and…

社会与信息网络 · 计算机科学 2022-09-12 Nada Ghanem , Stephan Leitner , Dietmar Jannach

The goal of this paper is to provide an insight into the equilibrium of the Internet market, when the current balance of the market is disrupted, and one of the ISPs switches to a non-neutral regime. We consider a content provider with a…

网络与互联网体系结构 · 计算机科学 2014-04-09 Mohammad Hassan Lotfi , George Kesidis , Saswati Sarkar

MOOCs have brought unprecedented opportunities of making high-quality courses accessible to everybody. However, from the business point of view, MOOCs are often challenged for lacking of sustainable business models, and academic research…

计算机与社会 · 计算机科学 2017-02-12 Yongzheng Jia , Zhengyang Song , Xiaolan Bai , Wei Xu

In sales and marketing, customer segmentation is an important tool for formulating strategies for customer treatment and supply chain management. Most segmentation implementations rely on limited criteria, such as recency, frequency, and…

机器学习 · 计算机科学 2026-05-19 Muhammad Raees , Konstantinos Papangelis , Vassilis Javed Khan

Social network analysis emerged as an important research topic in sociology decades ago, and it has also attracted scientists from various fields of study like psychology, anthropology, geography and economics. In recent years, a…

社会与信息网络 · 计算机科学 2014-08-01 Mohammad Dehghan Bahabadi , Alireza Hashemi Golpayegani , Leila Esmaeili

We investigate the problem of fair recommendation in the context of two-sided online platforms, comprising customers on one side and producers on the other. Traditionally, recommendation services in these platforms have focused on…

人工智能 · 计算机科学 2026-02-26 Gourab K Patro , Arpita Biswas , Niloy Ganguly , Krishna P. Gummadi , Abhijnan Chakraborty

This transformation of food delivery businesses to online platforms has gained high attention in recent years. This due to the availability of customizing ordering experiences, easy payment methods, fast delivery, and others. The…

机器学习 · 统计学 2021-10-04 Batool Madani , Hussam Alshraideh

In continuous-choice settings, consumers decide not only on whether to purchase a product, but also on how much to purchase. Thus, firms optimize a full price schedule rather than a single price point. This paper provides a methodology to…

综合经济学 · 经济学 2024-08-13 Soheil Ghili , Russ Yoon

This paper is concerned with the determination of pricing strategies for a firm that in each period of a finite horizon receives replenishment quantities of a single product which it sells in two markets, e.g., a long-distance market and an…

最优化与控制 · 数学 2015-09-25 Wen , Chen , Adam Fleischhacker , Michael N. Katehakis

The global markets provide enterprises with selling opportunities and challenges in stabilizing operational strategies. From the perspective of production management, it is important to improve the profitability of an enterprise by…

机器学习 · 计算机科学 2022-07-28 Xiaoli Yan

This paper looks at the present standing of ecommerce in Saudi Arabia, as well as the challenges and strengths of Business to Customers (B2C) electronic commerce. Many studies have been conducted around the world in order to gain a better…

计算机与社会 · 计算机科学 2013-02-04 Rayed AlGhamdi , Ann Nguyen , Vicki Jones

A bipartite producer-consumer network is constructed to describe the industrial structure. The edges from consumer to producer represent the choices of the consumer for the final products and the degree of producer can represent its market…

物理与社会 · 物理学 2009-11-11 Wang Dahui , Zhou Li , Di Zengru

We consider two competing platforms operating in a two-sided market and offering identical services to their customers at potentially different prices. The objective of each platform is to maximize its throughput or revenue by suitably…

最优化与控制 · 数学 2020-02-03 Mansi Sood , Ankur A. Kulkarni , Sharayu Moharir

Motivated by the prevalence of prediction problems in the economy, we study markets in which firms sell models to a consumer to help improve their prediction. Firms decide whether to enter, choose models to train on their data, and set…

理论经济学 · 经济学 2025-10-10 Krishna Dasaratha , Juan Ortner , Chengyang Zhu

Many interesting problems in the Internet industry can be framed as a two-sided marketplace problem. Examples include search applications and recommender systems showing people, jobs, movies, products, restaurants, etc. Incorporating…

人工智能 · 计算机科学 2020-06-24 Kinjal Basu , Cyrus DiCiccio , Heloise Logan , Noureddine El Karoui

Machine learning models play a key role for service providers looking to gain market share in consumer markets. However, traditional learning approaches do not take into account the existence of additional providers, who compete with each…

机器学习 · 计算机科学 2025-08-15 Ohad Einav , Nir Rosenfeld

The ubiquity of smartphones has fueled content consumption worldwide, leading to an ever-increasing demand for a better Internet experience. This has necessitated an upgrade of the capacity of the access network. The Internet service…

网络与互联网体系结构 · 计算机科学 2025-10-20 Pranay Agarwal , D. Manjunath