Interaction Communities in Blockchain Online Social Media

Barbara Guidi, Andrea Michienzi
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引用次数: 2

Abstract

Surfing Online Social Media (OSM) websites have become a daily activity for a large number of people worldwide. People use OSMs to satisfy their innate need to socialise, but also as a source of information or to share personal facts. Thanks to the massive success of cryptocurrencies, the blockchain technology gained popularity among researchers, giving birth to a new generation of social media. Steemit is the most well-known blockchain-based social media, and it is based on the public blockchain Steem. Steemit employs Steem as data storage, and to implement a rewarding mechanism that grants cryptocurrency to pieces of content that are considered relevant by the users. Steem represents the first experiment that integrates OSMs and an economic rewarding system on the same platform, and in this paper, we inspect the interactions among the users from a community perspective. We apply two community detection algorithms on five graphs that model just as many facets of the Steem blockchain and test the detected structure against three measures for community structure evaluation. Findings show that communities tend to be very large, index of how much users are encouraged to interact as much as possible, and in particular, in the monetary graph, we detect a large number of the block producers of Steem.
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b区块链在线社交媒体中的互动社区
浏览在线社交媒体(OSM)网站已经成为全球许多人的日常活动。人们使用osm来满足他们天生的社交需求,但也作为信息来源或分享个人事实。由于加密货币的巨大成功,区块链技术在研究人员中受到欢迎,催生了新一代社交媒体。Steemit是最知名的基于区块链的社交媒体,它基于公共区块链Steem。Steemit使用Steem作为数据存储,并实现一种奖励机制,将加密货币授予用户认为相关的内容。Steem代表了第一个在同一平台上集成osm和经济奖励系统的实验,在本文中,我们从社区的角度考察了用户之间的交互。我们在五个图上应用了两种社区检测算法,这些图对Steem区块链的许多方面进行建模,并根据社区结构评估的三种措施测试检测到的结构。研究结果表明,社区往往是非常大的,有多少用户被鼓励尽可能多地互动的指数,特别是,在货币图中,我们发现了大量的Steem区块生产者。
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