Adaptive web sites; a knowledge extraction from web data approach.9781586038311 Adaptive web sites A Web site that learns the habits of its visitors and presents them with customized pages that pertain to their interests. See personal portal. ; a knowledge extraction from web data approach. Velasquez, Juan D. and Vasuke Palade. IOS (1) (Internetwork Operating System) An operating system from Cisco that is the primary control program used in its routers. IOS is widely used and robust system software that supports the common functions of all products under Cisco's CiscoFusion architecture. Press 2008 272 pages $161.00 Hardcover Frontiers in artificial intelligence and applications; Knowledge-based intelligent engineering systems; v.170 QA76.9 Velasquez (industrial engineering, U. of Chile) and Palade (computing laboratory, Oxford U.) take the approach that building effective adaptive web sites is an application of systematic web mining methodology. They focus necessarily on commercial sites, explaining the operation of the web and the information typically contained in a web page. They describe the process of locating and extracting information, consolidating data and applying data mining tools such as artificial neural networks (artificial intelligence) artificial neural network - (ANN, commonly just "neural network" or "neural net") A network of many very simple processors ("units" or "neurons"), each possibly having a (small amount of) local memory. , self-organizing feature maps, K-means and K-nearest neighbor methods, decision trees, Bayesian networks, decision trees and support vector machines  This article or section may be confusing or unclear for some readers.Please [improve the article] or discuss this issue on the talk page. . They describe how to operate web information repositories and mine the web, how to use web-based personalization Custom tailoring information to the individual. On the Web, personalization means returning a page that has been customized for the user, taking into consideration that person's habits and preferences. systems, and how to acquire and maintain knowledge extracted from web data, concluding with a proposed framework for developing adaptive web sites from extracted knowledge. ([c]20082005 Book News, Inc., Portland, OR) |
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