期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
基于Structured Streaming的实时文本画像系统设计与实现
1
作者 谢莹庆 熊义龙 曹炳尧 《工业控制计算机》 2022年第11期114-116,118,共4页
针对大数据环境下画像系统的实时性和准确性问题,提出一种基于Structured Streaming的实时画像系统设计与实现。利用canal组件对用户行为日志系统实现增量订阅,kafka消息中间件完成实时数据流接入,应用Structured Streaming实时计算框... 针对大数据环境下画像系统的实时性和准确性问题,提出一种基于Structured Streaming的实时画像系统设计与实现。利用canal组件对用户行为日志系统实现增量订阅,kafka消息中间件完成实时数据流接入,应用Structured Streaming实时计算框架对用户的实时数据进行分析处理,刻画用户的实时兴趣。通过改进的TF-IDF算法改善文本画像系统的准确性与可靠性,并借助Structured Streaming与静态数据良好的交互性减轻实时计算压力,提高系统响应速度。 展开更多
关键词 structured streaming 大数据 画像系统 TF-IDF
下载PDF
长江三角洲水系退化研究(英文) 被引量:3
2
作者 韩龙飞 许有鹏 +4 位作者 雷超桂 杨柳 邓晓军 胡春生 徐光来 《Journal of Geographical Sciences》 SCIE CSCD 2016年第6期694-706,共13页
Evolution of river systems under the background of human activities has been a heated topic among geographers and hydrologists. Spatial and temporal variations of river systems during the 1960s-2010s in the Yangtze Ri... Evolution of river systems under the background of human activities has been a heated topic among geographers and hydrologists. Spatial and temporal variations of river systems during the 1960s-2010s in the Yangtze River Delta (YRD) were investigated based on streams derived from the topographic maps in the 1960s, 1980s and 2010s. A list of indi- ces, drainage density (Dd), water surface ratio (WSR), ratio of area to length of main streams (R), evolution coefficient of tributaries (K) and box dimension (D), were classified into three types (quantitative, structural, and complex indices) and used to quantify the variations of stream structure. Results showed that: (1) quantitative indices (Dd, WSR) presented de- creasing trend in the past 50 years, and Dd in Wuchengxiyu, Hangjiahu and Yindongnan have decreased most, about 20%. Structurally, the Qinhuai River basin was characterized by sig- nificant upward R, and K value in Hangjiahu went down dramatically by 46.8% during the 1960s-2010s. Decreasing tendency in D was found dominating across the YRD, and de- creasing magnitude in Wuchengxiyu and Hangjiahu peaks for 7.8% and 6.5%, respectively in the YRD. (2) Urbanization affected the spatial pattern of river system, and areas with high level of urbanization exhibited least Dd (2.18 km/km2), WSR (6.52%), K (2.64) and D (1.42), compared to moderate and low levels of urbanization. (3) Urbanization also affected the evo- lution of stream system. In the past 50 years, areas with high level of urbanization showed compelling decreasing tendency in quantitative (27.2% and 19.3%) and complex indices (4.9%) and trend of enlarging of main rivers (4.5% and 7.9% in periods of the 1960s-1980s and the 1980s-2010s). In the recent 30 years, areas with low level of urbanization were detected with significant downward trend in Dd and K. (4) Expanding of urban land, construction of hydraulic engineering and irrigation and water conservancy activities were the main means which degraded the river system in the YRD. 展开更多
关键词 stream structure spatial and temporal change URBANIZATION Yangtze River Delta
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部