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On efficiently generating realistic social media timeline structures

  • East China Normal University
  • Ltd.

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A framework of synthetic data generator to generate social media timeline structures is proposed in this paper, which is useful for benchmarking query processing over social media data, and validating hypothesis over users' behavior. It is flexible to generate synthetic data with different distributions. With the help of its asynchronized parallel processing model and delayed update strategy, it is efficient to feed out timeline structure with high throughput. We show in experiments that our method can generate realistic social media timeline structures efficiently.

源语言英语
主期刊名SSDBM 2014 - Proceedings of the 26th International Conference on Scientific and Statistical Database Management
出版商Association for Computing Machinery
ISBN(印刷版)9781450327220, 9781450327220
DOI
出版状态已出版 - 30 6月 2014
活动26th International Conference on Scientific and Statistical Database Management, SSDBM 2014 - Aalborg, 丹麦
期限: 30 6月 20142 7月 2014

出版系列

姓名ACM International Conference Proceeding Series

会议

会议26th International Conference on Scientific and Statistical Database Management, SSDBM 2014
国家/地区丹麦
Aalborg
时期30/06/142/07/14

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