Design And Implementation Of A Topic Tracking And Newsletter Generation System Base On Weibo

With the vigorous development of Chinese Internet,people's information acquisition cost is getting lower and lower.The entertainment reports are getting widely popular in the fast-paced modern city life because of its simple form and rich content,whereas the production of entertaiment reports are totally rely heavily on Sina Weibo.It is quite a challenge for the entertainment reporters to catch the current hot topics while writing entertainment reports,while they have to face another burden of tedious work.To solve these problem,the tracking and report system based on Weibo has constructed a solution for the entertainment news reporters.By logging and tracking hot topics on Weibo,the tracking and report system based on Weibo can push emergency topics to entertainment news reporters and generate entertainment newsletter automatically based on the content on Weibo.By analyzing the characteristics of entertainment information and microblogging,the system constructs the monitoring and pushing module of microblog topic,which makes the entertainment editors can get the current hot topic timely and conveniently to help the topic of information creation.At the same time,the use of natural language processing and automatic article summary can generate entertainment newsletter automatically on the topics which the entertainment editors cannot cover.Thus,the tracking and report system can rescue the editor from the boring repetition of the work of liberation.The tracking and report system attempts to apply the automatic text summarization based on supervised learning to the automatic generation of entertainment newsletters,and by comparing with other algorithms of unsupervised learning with automatic summarization,and the tracking and reporting system based on Weibo successfully apply learn to rank to the automatic generation of entertainment newsletters.At the same time,the system also includes a backstage management module,which can manage the newsletter generated automatically,the pushing module,the user module and the burst topics generated from Weibo.The tracking and reporting system based on Weibo provides convenience for the editing of the entertainment information,which makes the editors have a better selection direction in the creation of news information.The produced articles are more close to the hot topic of the current society and also improve the productivity of the entertainment site editor.At the same time,the use of generating newsletter based on Weibo can relieve the entertainment editors' pressure from the boring and repetition labor,which is also a bold attempt to Chinese news generation and may be an inspiration to related work.