Read e-book online Agent intelligence through data mining PDF

By Andreas L. Symeonidis

ISBN-10: 0387233431

ISBN-13: 9780387233437

Wisdom, hidden in voluminous information repositories typically created and maintained by means of todays functions, could be extracted through facts mining. the next move is to rework this found wisdom into the inference mechanisms or just the habit of brokers and multi-agent structures. Agent Intelligence via facts Mining addresses this factor, in addition to the debatable problem of producing intelligence from facts whereas shifting it to a separate, very likely independent, software program entity. This booklet incorporates a method, instruments and strategies, and a number of other examples of agent-based purposes built with this procedure. This quantity focuses ordinarily at the use of knowledge mining for smarter, extra effective brokers.

Show description

Read Online or Download Agent intelligence through data mining PDF

Similar data modeling & design books

Read e-book online NMR Spectroscopy and Computer Modeling of Carbohydrates: PDF

Some time past ten years, the curiosity within the sensible and structural features of carbohydrates and glycoconjugates has elevated tremendously. nice insights were made into the mode of motion of glycans in cells, tissues, organs and organisms. As a growing number of details turns into recognized implicating carbohydrates in organic functionality, expanding strain is put on all elements of biophysical the right way to adapt and enhance as a way to offer structural perception into the biology of carbohydrates and conjugated glycans.

Efficient Query Processing in Geographic Information Systems - download pdf or read online

This monograph describes tools for extending relational database platforms for geographic purposes. The ways that a relational database method is supplemented with unconventional spatial indexing constructions, extra spatial subsystems and question processors are defined in nice element. The paintings offers an in depth survey of present spatial indexing thoughts and a taxonomy of the extensions to the multidimensional indexing buildings.

Data Mashups in R.: A Case Study in Real-World Data Analysis by Jeremy Leipzig PDF

How do you utilize R to import, deal with, visualize, and examine real-world information? With this brief, hands-on instructional, you methods to acquire on-line info, therapeutic massage it right into a moderate shape, and paintings with it utilizing R amenities to have interaction with net servers, parse HTML and XML, and extra. instead of use canned pattern facts, you are going to plot and study present domestic foreclosures auctions in Philadelphia.

Additional info for Agent intelligence through data mining

Example text

Choose a data mining algorithm Select method(s) to be used for searching for patterns in the data. 7. Apply data mining 8. Evaluate data mining results Interpret mined patterns, possibly return to steps 1-7 for further iteration. Data Mining and Knowledge Discovery: A brief overview 15 9. Consolidate discovered knowledge Incorporate this knowledge into another system for further action, or simply document it and report it to interested parties. 4 Organizing Data Mining Techniques Data Mining can be applied to the vast majority of data organization schemes, most popular of which are the relational databases and data warehouses, as well as various transactional databases.

Wooldridge & Jennings have succeeded in combining general agent features into the following generic, nevertheless abstract, definition: An agent is a computer system that is situated in some environment, and that is capable of autonomous action in this environment, in order to meet its design objectives [Wooldridge and Jennings, 1995]. It should be denoted that Wooldridge & Jennings defined the notion of an "agent" and not an "intelligent agent". When intelligence is introduced, things get more complicated, since a nontrivial part of 42 AGENT INTELLIGENCE THROUGH DATA MINING the research community believes that true intelligence is not feasible [Nwana, 1995].

Data Mining and Knowledge Discovery: A brief overview 15 9. Consolidate discovered knowledge Incorporate this knowledge into another system for further action, or simply document it and report it to interested parties. 4 Organizing Data Mining Techniques Data Mining can be applied to the vast majority of data organization schemes, most popular of which are the relational databases and data warehouses, as well as various transactional databases. Data mining is also used on a variety of advanced databases and information repositories, such as the object-oriented databases, spatial and temporal databases, text and multimedia databases, heterogeneous and legacy databases, and, finally, genomics databases and the world wide web (www) databases.

Download PDF sample

Agent intelligence through data mining by Andreas L. Symeonidis


by Daniel
4.1

Rated 4.00 of 5 – based on 25 votes