Mining the World Wide Web: An Information Search ApproachSpringer Science & Business Media, 2012 M12 6 - 170 pages Mining the World Wide Web: An Information Search Approach explores the concepts and techniques of Web mining, a promising and rapidly growing field of computer science research. Web mining is a multidisciplinary field, drawing on such areas as artificial intelligence, databases, data mining, data warehousing, data visualization, information retrieval, machine learning, markup languages, pattern recognition, statistics, and Web technology. Mining the World Wide Web presents the Web mining material from an information search perspective, focusing on issues relating to the efficiency, feasibility, scalability and usability of searching techniques for Web mining. Mining the World Wide Web is designed for researchers and developers of Web information systems and also serves as an excellent supplemental reference to advanced level courses in data mining, databases and information retrieval. |
Contents
| 1 | |
QUERYBASED SEARCH SYSTEMS | 19 |
MEDIATORS AND WRAPPERS | 35 |
MULTIMEDIA SEARCH ENGINES | 51 |
DATA MINING | 67 |
TEXT MINING | 81 |
WEB MINING | 93 |
WEB CRAWLING AGENTS | 105 |
ENVIRODAEMON | 119 |
References | 137 |
Index | 161 |
Other editions - View all
Mining the World Wide Web: An Information Search Approach George Chang,Marcus Healey,James A. M. McHugh,T.L. Wang No preview available - 2012 |
Common terms and phrases
AKIRA algorithm Alta Vista analysis ARANEUS architecture association rules attributes B-tree Boolean Broker caching Chapter clause cluster Computer concept classes contain content-based crawlers crawling agent d.url data mining data warehouse Database System DBMS defined denotes described domain edge EnviroDaemon example extraction format Fragment Gatherer graph hierarchical hyperlink hypertext illustrated in Figure index servers information retrieval International Conference Internet inverted file keyword keyword-based Knowledge Discovery label Lorel matching mediators methods Module multimedia search nodes object page-scheme Parser partitioning path expression pattern discovery Proceedings programs query language query system querying interface regular expression relational relevant resulting documents scheme search engines search index semantics specifies SQL-like string techniques text mining W3QL WAQL Web crawlers Web mining Web server Website WebSQL words World Wide World Wide Web Yahoo