Revealing, characterizing, and detecting crowdsourcing spammers: A case study in community Q&A
作者： Aifang Xu , Xiaonan Feng , Ye Tian
DOI: 10.1109/INFOCOM.2015.7218643
关键词:
摘要: Crowdsourcing services have emerged and become popular on the Internet in recent years. However, evidence shows that crowdsourcing can be maliciously manipulated. In this paper, we focus on the “dark side” of the crowdsourcing services. More specifically, we investigate the spam campaigns that are originated and orchestrated on a large Chinese-based crowdsourcing website, namely ZhuBaJie. com, and track the crowd workers to their spamming behaviors on Baidu Zhidao, the largest community-based question answering …
sci-hub.se 参考文章(22)
Anupama Aggarwal, Jussara Almeida, Ponnurangam Kumaraguru, Detection of spam tipping behaviour on foursquare the web conference. pp. 641- 648 ,(2013) , 10.1145/2487788.2488015
James Caverlee, Kyumin Lee, Prithivi Tamilarasan, Crowdturfers, Campaigns, and Social Media: Tracking and Revealing Crowdsourced Manipulation of Social Media international conference on weblogs and social media. ,(2013)
Ian H. Witten, Eibe Frank, Generating Accurate Rule Sets Without Global Optimization international conference on machine learning. pp. 144- 151 ,(1998)
Mark Newman, Networks: An Introduction ,(2010)
Ben Y. Zhao, Hongyu Gao, Jun Hu, Christo Wilson, Zhichun Li, Yan Chen, Detecting and characterizing social spam campaigns internet measurement conference. pp. 35- 47 ,(2010) , 10.1145/1879141.1879147
Shaozhi Ye, Juan Lang, Felix Wu, Crawling Online Social Graphs asia-pacific web conference. pp. 236- 242 ,(2010) , 10.1109/APWEB.2010.10
Baichuan Li, Irwin King, Routing questions to appropriate answerers in community question answering services Proceedings of the 19th ACM international conference on Information and knowledge management - CIKM '10. pp. 1585- 1588 ,(2010) , 10.1145/1871437.1871678
Tao Xia, Chuang Zhang, Jingjing Xie, Tai Li, Real-time quality control for crowdsourcing relevance evaluation ieee international conference on network infrastructure and digital content. pp. 535- 539 ,(2012) , 10.1109/ICNIDC.2012.6418811
Cheng Chen, Kui Wu, Venkatesh Srinivasan, Xudong Zhang, Battling the internet water army: detection of hidden paid posters advances in social networks analysis and mining. pp. 116- 120 ,(2013) , 10.1145/2492517.2492637
Petros Venetis, Hector Garcia-Molina, Quality control for comparison microtasks Proceedings of the First International Workshop on Crowdsourcing and Data Mining - CrowdKDD '12. pp. 15- 21 ,(2012) , 10.1145/2442657.2442660