Intelligent Agents for Data Mining and Information Retrieval by Masoud Mohammadian

By Masoud Mohammadian

There's a huge raise within the quantity of knowledge to be had on world-wide-web and in addition in variety of on-line databases. this data abundance raises the complexity of finding proper info. this sort of complexity drives the necessity for enhanced and clever structures for seek and knowledge retrieval. clever brokers are at the moment used to enhance the hunt and retrieval info on world-wide-web. using present seek and retrieval engines with the addition of clever brokers permits a extra complete seek with a functionality that may be measured. clever brokers for Mining and data Retrieval discusses the root in addition to the pratical aspect of clever brokers and their idea and functions for internet information mining and knowledge retrieval. The ebook can used for researchers on the undergraduate and post-graduate degrees in addition to a reference of the state-of-art for innovative researchers.

Show description

Read or Download Intelligent Agents for Data Mining and Information Retrieval PDF

Similar data mining books

Mining of Massive Datasets

The recognition of the net and web trade offers many tremendous huge datasets from which info should be gleaned through info mining. This ebook makes a speciality of useful algorithms which were used to unravel key difficulties in facts mining and which might be used on even the biggest datasets. It starts off with a dialogue of the map-reduce framework, a huge device for parallelizing algorithms instantly.

Twitter Data Analytics (SpringerBriefs in Computer Science)

This short presents equipment for harnessing Twitter info to find strategies to advanced inquiries. The short introduces the method of amassing facts via Twitter’s APIs and gives techniques for curating huge datasets. The textual content supplies examples of Twitter information with real-world examples, the current demanding situations and complexities of establishing visible analytic instruments, and the simplest innovations to handle those concerns.

Advances in Natural Language Processing: 9th International Conference on NLP, PolTAL 2014, Warsaw, Poland, September 17-19, 2014. Proceedings

This publication constitutes the refereed complaints of the ninth overseas convention on Advances in usual Language Processing, PolTAL 2014, Warsaw, Poland, in September 2014. The 27 revised complete papers and 20 revised brief papers provided have been rigorously reviewed and chosen from eighty three submissions. The papers are geared up in topical sections on morphology, named entity reputation, time period extraction; lexical semantics; sentence point syntax, semantics, and laptop translation; discourse, coreference solution, computerized summarization, and query answering; textual content category, info extraction and knowledge retrieval; and speech processing, language modelling, and spell- and grammar-checking.

Analysis of Large and Complex Data

This e-book bargains a photograph of the cutting-edge in category on the interface among data, laptop technology and alertness fields. The contributions span a large spectrum, from theoretical advancements to functional purposes; all of them proportion a robust computational part. the subjects addressed are from the subsequent fields: information and information research; computer studying and data Discovery; facts research in advertising; info research in Finance and Economics; info research in drugs and the existence Sciences; information research within the Social, Behavioural, and health and wellbeing Care Sciences; information research in Interdisciplinary domain names; class and topic Indexing in Library and data technological know-how.

Extra info for Intelligent Agents for Data Mining and Information Retrieval

Sample text

They can also support the validation scheme. Advances in multi-agent systems as an alternative way to build distributed systems have made agents a facilitator of human-computer interaction. Agents have been proven as helpful tools for the coordination of people who are performing a given task (Maes, 1994). Agent interaction protocols govern the exchange of a series of messages among agents, in accordance with the interaction style among actors. The interaction styles of individual agents can be competitive, cooperative or negotiating.

1997). A method and tool for the design of educational material. Journal of Computer Assisted Learning, 14, 19–30. Maes, P. (1994). Agents that reduce work and information overload. Communications of the ACM, 37, 31–40. , Labrou, Y. & Finin, T. (1995). Desiderata for agent communication languages. In AAAI Spring Symposium on Information Gathering (pp. 123–130). Merrill, M. D. (1994). Instructional Design Theory. Englewood Cliffs, NJ: Educational Technology Publications. Smith, R. G. & Davis, R.

The hybrid recommendation mechanism is based on association rule mining and on CBR, which is aimed at enriching the recommended information. The proposed mechanism consists of a four phase-association rule generation, case generation, construction of a hybrid knowledge base, and hybrid recommendation. The result of our experiment with an illustrative web log database proved to be valid and robust. Chapter IV: Customized Recommendation Mechanism Based on Web Data Mining and Case-Based 49 Reason apter IV:50 Customized Recommendation Mechanism Based on Web Data Mining and Case-Based Reasoning In conclusion, this study shows how the tacit knowledge within a web site can be brought together to create valuable decision support tools for an Internet Business focused on B2C (Business to Consumer).

Download PDF sample

Rated 4.89 of 5 – based on 30 votes