1. 为老百姓提供花小钱买高质商品的机会
2. 年轻时尽可能多学技能以备不时之需
3. 有助于缓解城市交通拥挤
4. 轻而易举获得教育、医疗和其他各种资源
5. 上交质量远远不尽如人意的寒假作业
6. 提醒自己在感到焦虑的时候放松
7. 留下一张解释来龙去脉的纸
8. 能否按时完成任务,拭目以待
9. 采取比预期更有效的措施
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AI can distinguish between bots and humans based on Twitter activity
Artificial intelligence is being used to spot the difference between human users and fake accounts on Twitter.
Emilio Ferrara at the University of Southern California in the US, and his colleagues have trained an AI to detect bots on Twitter based on differences in
The team analysed two separate datasets of Twitter users, which had been classified either manually or by a pre-existing algorithm as either bot or human.
The manually verified dataset
The researchers found that human users replied four to five times more often to other tweets than bots did. Real users gradually become more interactive, with the fraction of replies increasing over the course of an hour-long session of Twitter use.
The length of tweets by human users also decreased as sessions
Bots, on the other hand, show no changes in their interactivity or the length of information they tweet over time.
The team also analysed the amount of time between any two consecutive (连读的) tweets from a single user. When this
The team then combined these
The algorithm could be used to
One of the study’s