圖書標籤: 數據挖掘 DataMining web 機器學習 人工智能 算法 數據挖掘,機器學習 Mining
发表于2024-11-22
Web Data Mining pdf epub mobi txt 電子書 下載 2024
Web mining aims to discover useful information and knowledge from the Web hyperlink structure, page contents, and usage data. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semistructured and unstructured nature of the Web data and its heterogeneity. It has also developed many of its own algorithms and techniques.</P>
Liu has written a comprehensive text on Web data mining. Key topics of structure mining, content mining, and usage mining are covered both in breadth and in depth. His book brings together all the essential concepts and algorithms from related areas such as data mining, machine learning, and text processing to form an authoritative and coherent text. </P>
The book offers a rich blend of theory and practice, addressing seminal research ideas, as well as examining the technology from a practical point of view. It is suitable for students, researchers and practitioners interested in Web mining both as a learning text and a reference book. Lecturers can readily use it for classes on data mining, Web mining, and Web search. Additional teaching materials such as lecture slides, datasets, and implemented algorithms are available online.</P>
Bing Liu 劉兵,伊利諾伊大學芝加哥分校(UIC)教授,他在愛丁堡大學獲得人工智能博士學位。劉兵教授是Web挖掘研究領域的國際知名專傢,在Web內容挖掘、互聯網觀點挖掘、數據挖掘等領域有非常高的造詣,他先後在國際著名學術期刊與重要國際學術會議(如KDD、WWW、AAAI、SIGIR、ICML、TKDE等)上發布關於數據挖掘、Web挖掘和文本挖掘論文一百多篇。劉兵教授擔任過多個國際期刊的編輯,也是多個國際學術會議(如WWW、KDD與AAAI等)的程序委員會委員。更多的信息,可訪問他的個人主頁http://www.cs.uic.edu/~liub
保佑我過吧....OFZ
評分一般一般~~
評分斷斷續續看瞭一半
評分斷斷續續看瞭一半
評分正在旁聽劉老闆的web mining課,劉老闆浸淫text mining多年不是蓋的,真的獲益良多。風格也很搞笑,幫劉老闆頂一個。
此书作为Web Data Mining的入门书籍还是不错的。此领域的各个方面都有谈到。唯一的问题可能在于如果一点基础(数学基础)都没有的话,可能有一些公式推导会显得不得要领。建议作为基础读物。
評分最近在看电子版原版的,刚刚看到第二章的关联规则,MS-Apriori算法实现有点难理解,从目录上看整体感觉挺不错,想买本原版的书来看,还是比较喜欢纸质版的书,就是没找到哪里有卖原版的,谁给推荐一下哪里有卖的??
評分最近在看电子版原版的,刚刚看到第二章的关联规则,MS-Apriori算法实现有点难理解,从目录上看整体感觉挺不错,想买本原版的书来看,还是比较喜欢纸质版的书,就是没找到哪里有卖原版的,谁给推荐一下哪里有卖的??
評分主要在看结构化数据抽取那块,,自己之前在想的一些问题发现已经有不少人去研究了,收益很多。同样是一本实用性很强的书,对于不是专门弄学术的同学还是比较有价值的。 看了参考文献,数据抽取方面的几个算法都是作者本人发的paper,怪不得讲的很多。 另:书后面N多的参考文献...
評分The rapid growth of the Web in the last decade makes it the largest publicly accessible data source in the world. Web mining aims to discover useful information or knowledge from Web hyperlinks, page contents, and usage logs. Based on the primary kinds of d...
Web Data Mining pdf epub mobi txt 電子書 下載 2024