周雪妍, 杨静, 林泽鸿. 论坛中民生话题的识别与分析[J]. 微电子学与计算机, 2014, 31(10): 5-8.
引用本文: 周雪妍, 杨静, 林泽鸿. 论坛中民生话题的识别与分析[J]. 微电子学与计算机, 2014, 31(10): 5-8.
ZHOU Xue-yan, YANG Jing, LIN Ze-hong. Identification and Analysis the Livelihood Topic in Forum[J]. Microelectronics & Computer, 2014, 31(10): 5-8.
Citation: ZHOU Xue-yan, YANG Jing, LIN Ze-hong. Identification and Analysis the Livelihood Topic in Forum[J]. Microelectronics & Computer, 2014, 31(10): 5-8.

论坛中民生话题的识别与分析

Identification and Analysis the Livelihood Topic in Forum

  • 摘要: 对贴近生活的民生话题进行识别与分析.民生话题的识别主要结合LDA模型和相似度模型并在时间轴上进行刻画.通过相邻时间片话题相似度检测,进而得到持续时间超过阈值期数的民生话题.此方法在真实数据集验证了有效性.

     

    Abstract: The identification and analysis the livelihood topic in forum is an important research direction.As a realtime public information platform,forum topics are divided into sudden topics and persistent ones which are close to the life of the people's livelihood,and our research mainly focuses on the analysis of livelihood topics.Identifying livelihood topic mainly combines the LDA model and similarity model on the timeline,through the correlation analysis between the adjacent time slice,gets the persistent livelihood topic which has time slices more than threshold periods.The methods in real data sets validate the effectiveness.

     

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