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Related papers: Badge System Analysis and Design

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Many websites rely on user-generated content to provide value to consumers. These websites typically incentivize participation by awarding users badges based on their contributions. While these badges typically have no explicit value, they…

Computer Science and Game Theory · Computer Science 2014-02-24 Nicole Immorlica , Greg Stoddard , Vasilis Syrgkanis

Badges are endemic to online interaction sites, from Question and Answer (Q&A) websites to ride sharing, as systems for rewarding participants for their contributions. This paper studies how badge design affects people's contributions and…

Social and Information Networks · Computer Science 2020-08-17 Stav Yanovsky , Nicholas Hoernle , Omer Lev , Kobi Gal

Badges are a common, and sometimes the only, method of incentivizing users to perform certain actions on online sites. However, due to many competing factors influencing user temporal dynamics, it is difficult to determine whether the badge…

Social and Information Networks · Computer Science 2017-10-05 Tomasz Kusmierczyk , Kjetil Nørvåg

Badges are commonly used in online platforms as incentives for promoting contributions. It is widely accepted that badges "steer" people's behavior toward increasing their rate of contributions before obtaining the badge. This paper…

Machine Learning · Computer Science 2020-08-24 Nicholas Hoernle , Gregory Kehne , Ariel D. Procaccia , Kobi Gal

Nowadays, rating systems play a crucial role in the attraction of customers for different services. However, as it is difficult to detect a fake rating, attackers can potentially impact the rating's aggregated score unfairly. This malicious…

Computer Science and Game Theory · Computer Science 2022-08-05 Iman Vakilinia , Peyman Faizian , Mohammad Mahdi Khalili

Product badges are ubiquitous in e-commerce platforms, acting as effective psychological triggers to nudge customers to buy specific products, boosting revenues. However, to the best of our knowledge, there has been no attempt to…

Social and Information Networks · Computer Science 2022-04-28 Archit Bansal , Kunal Banerjee , Abhijnan Chakraborty

Systems and blockchains often have security vulnerabilities and can be attacked by adversaries, with potentially significant negative consequences. Therefore, infrastructure providers increasingly rely on bug bounty programs, where external…

Theoretical Economics · Economics 2023-09-06 Hans Gersbach , Akaki Mamageishvili , Fikri Pitsuwan

Students' perception of excessive difficulty in STEM degrees lowers their motivation and therefore affects their performance. According to prior research, the use of gamification techniques promote engagement, motivation and fun when…

Computers and Society · Computer Science 2023-07-18 Raúl Lara-Cabrera , Fernando Ortega , Edgar Talavera , Daniel López-Fernández

Information exchange systems differ in many ways, but all share a common vulnerability to selfish behavior and free-riding. In this paper, we build incentives schemes based on social norms. Social norms prescribe a social strategy for the…

Computer Science and Game Theory · Computer Science 2012-11-13 Jie Xu , Mihaela van der Schaar

Caching in wireless device-to-device (D2D) networks can be utilized to offload data traffic during peak times. However, the design of incentive mechanisms is challenging due to the heterogeneous preference and selfish nature of user…

Information Theory · Computer Science 2016-11-18 Zhuoqun Chen , Yangyang Liu , Bo Zhou , Meixia Tao

We consider collaborative systems where users make contributions across multiple available projects and are rewarded for their contributions in individual projects according to a local sharing of the value produced. This serves as a model…

Computer Science and Game Theory · Computer Science 2013-08-06 Yoram Bachrach , Vasilis Syrgkanis , Milan Vojnovic

Mobile crowdsensing has shown a great potential to address large-scale data sensing problems by allocating sensing tasks to pervasive mobile users. The mobile users will participate in a crowdsensing platform if they can receive…

Computer Science and Game Theory · Computer Science 2018-11-01 Jiangtian Nie , Jun Luo , Zehui Xiong , Dusit Niyato , Ping Wang

Crowd sensing is a new paradigm which leverages the ubiquity of sensor-equipped mobile devices to collect data. To achieve good quality for crowd sensing, incentive mechanisms are indispensable to attract more participants. Most of existing…

Computer Science and Game Theory · Computer Science 2014-05-01 Jiajun Sun

User modeling plays an important role in delivering customized web services to the users and improving their engagement. However, most user models in the literature do not explicitly consider the temporal behavior of users. More recently,…

Social and Information Networks · Computer Science 2017-02-08 Ali Khodadadi , Seyed Abbas Hosseini , Erfan Tavakoli , Hamid R. Rabiee

This paper examines the problem of distributing rewards on social networks to improve the efficiency of crowdsourcing tasks for sponsors. To complete the tasks efficiently, we aim to design reward mechanisms that incentivize early-joining…

Computer Science and Game Theory · Computer Science 2024-05-24 Junjie Zheng , Xu Ge , Bin Li , Dengji Zhao

In many online systems, individuals provide services for each other; the recipient of the service obtains a benefit but the provider of the service incurs a cost. If benefit exceeds cost, provision of the service increases social welfare…

Computer Science and Game Theory · Computer Science 2015-03-19 Jie Xu , Mihaela van der Schaar , William Zame

We present Open Badges, an open-source framework an toolkit for measuring and shaping face-to-face social interactions using either custom hardware devices or smart phones, and real-time web-based visualizations. Open Badges is a modular…

Human-Computer Interaction · Computer Science 2017-10-06 Oren Lederman , Dan Calacci , Angus MacMullen , Daniel C. Fehder , Fiona E. Murray , Alex 'Sandy' Pentland

In many social computing applications such as online Q&A forums, the best contribution for each task receives some high reward, while all remaining contributions receive an identical, lower reward irrespective of their actual qualities.…

Computer Science and Game Theory · Computer Science 2015-03-20 Arpita Ghosh , Patrick Hummel

Numerous forms of consumer-generated media (CGM), such as social networking services (SNS), are widely used. Their success relies on users' voluntary participation, often driven by psychological rewards like recognition and connection from…

Social and Information Networks · Computer Science 2023-10-10 Shintaro Ueki , Fujio Toriumi , Toshiharu Sugawara

Participatory sensing is a powerful paradigm which takes advantage of smartphones to collect and analyze data beyond the scale of what was previously possible. Given that participatory sensing systems rely completely on the users'…

Computer Science and Game Theory · Computer Science 2015-04-28 Francesco Restuccia , Sajal K. Das , Jamie Payton
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