A new method for Web users fuzzy clustering based on analysis of user interest characteristic is proposed in this article. The method first defines page fuzzy categories according to the links on the index page of the...A new method for Web users fuzzy clustering based on analysis of user interest characteristic is proposed in this article. The method first defines page fuzzy categories according to the links on the index page of the site, then computes fuzzy degree of cross page through aggregating on data of Web log. After that, by using fuzzy comprehensive evaluation method, the method constructs user interest vectors according to page viewing times and frequency of hits, and derives the fuzzy similarity matrix from the interest vectors for the Web users. Finally, it gets the clustering result through the fuzzy clustering method. The experimental results show the effectiveness of the method. Key words Web log mining - fuzzy similarity matrix - fuzzy comprehensive evaluation - fuzzy clustering CLC number TP18 - TP311 - TP391 Foundation item: Supported by the Natural Science Foundation of Heilongjiang Province of China (F0304)Biography: ZHAN Li-qiang (1966-), male, Lecturer, Ph. D. research direction: the theory methods of data mining and theory of database.展开更多
板内走滑断裂的内部结构具有控储和控藏作用.在断缝体油气藏勘探开发过程中,由于走滑断裂带内部结构具有高度非均质性,需要对其内部结构进行刻画.综合岩心、测井和地震资料,对鄂尔多斯盆地南部泾河油田延长组走滑断裂带进行了走向分段...板内走滑断裂的内部结构具有控储和控藏作用.在断缝体油气藏勘探开发过程中,由于走滑断裂带内部结构具有高度非均质性,需要对其内部结构进行刻画.综合岩心、测井和地震资料,对鄂尔多斯盆地南部泾河油田延长组走滑断裂带进行了走向分段和侧向分带研究,并提出了利用综合裂缝指数测井(comprehensive fracture index log,CFI)和断层形态指数地震属性(fault shape index attribute,FSI)累积曲线定量划分损伤带边界的方法.结果表明,泾河油田延长组走滑断裂带以张扭段和走滑段为主,压扭段仅少量发育.CFI和FSI均与裂缝密度呈正相关关系,根据累积CFI和累积FSI曲线的梯度变化可以刻画地下走滑断裂的损伤带边界.泾河油田延长组走滑断裂带内单条断裂的宽度主要在160~300 m,且张扭段的宽度最大,其次为压扭段和走滑段.展开更多
文摘A new method for Web users fuzzy clustering based on analysis of user interest characteristic is proposed in this article. The method first defines page fuzzy categories according to the links on the index page of the site, then computes fuzzy degree of cross page through aggregating on data of Web log. After that, by using fuzzy comprehensive evaluation method, the method constructs user interest vectors according to page viewing times and frequency of hits, and derives the fuzzy similarity matrix from the interest vectors for the Web users. Finally, it gets the clustering result through the fuzzy clustering method. The experimental results show the effectiveness of the method. Key words Web log mining - fuzzy similarity matrix - fuzzy comprehensive evaluation - fuzzy clustering CLC number TP18 - TP311 - TP391 Foundation item: Supported by the Natural Science Foundation of Heilongjiang Province of China (F0304)Biography: ZHAN Li-qiang (1966-), male, Lecturer, Ph. D. research direction: the theory methods of data mining and theory of database.
文摘板内走滑断裂的内部结构具有控储和控藏作用.在断缝体油气藏勘探开发过程中,由于走滑断裂带内部结构具有高度非均质性,需要对其内部结构进行刻画.综合岩心、测井和地震资料,对鄂尔多斯盆地南部泾河油田延长组走滑断裂带进行了走向分段和侧向分带研究,并提出了利用综合裂缝指数测井(comprehensive fracture index log,CFI)和断层形态指数地震属性(fault shape index attribute,FSI)累积曲线定量划分损伤带边界的方法.结果表明,泾河油田延长组走滑断裂带以张扭段和走滑段为主,压扭段仅少量发育.CFI和FSI均与裂缝密度呈正相关关系,根据累积CFI和累积FSI曲线的梯度变化可以刻画地下走滑断裂的损伤带边界.泾河油田延长组走滑断裂带内单条断裂的宽度主要在160~300 m,且张扭段的宽度最大,其次为压扭段和走滑段.
