Open Access
Health & Medical
Informatics
Renganathan et al., J Health Med Informat 2013, 4:3
http://dx.doi.org/10.4172/2157-7420.1000131
Volume 4 • ssue 3 • 1000131
J Health Med Inform
ISSN: 2157-7420 JHMI, an open access journal
Keywords: Information iltering system; Filtering agent; User
proiles; Methods of gathering user information; Filtering models;
Information iltering types
Introduction
Vast amounts of information are now widely accessible on the web.
Customarily, when a user wants to ind interesting documents or date
sources, the user has to actively search the World Wide Web. Searchers
required efective means to eiciently ind the information that they
really need, and avoid the irrelevant information that does not match
their interests. Information retrieval [1,2], and information iltering are
two major information access techniques:
Information retrieval is concerned with retrieving the relevant
documents from a large collection of material eiciently. It is concerned
with the collection, representation, storage, organization, access,
manipulation and display of information.
he immense volume of source information, however, oten leads
to query results which are too long and unwieldy for human users to
manage efectively. he need, therefore, arises for more “intelligent”
aids for information access tasks. Information iltering is an example of
such an information access process.
Unlike information retrieval, information iltering generally focuses
on users’ long-term information needs, oten being stable preferences.
It operates on dynamically changing information streams (e.g. email
and news). Based on a user’s proile, which is initially derived from
his or her interests, a iltering system processes a new item and takes
appropriate actions that either ignore it or bring it to the user’s notice.
Information Filtering and Information Retrieval
Information iltering and information retrieval both have similar
aims, [3]. Each wants to retrieve information according to the
user request; they try to minimize as much as possible the amount
of irrelevant information. But, there are key diferences between
information retrieval and information iltering, [4], as noted in Table 1.
Need for information iltering techniques in the biomedical
ield
Information iltering is a critical resource for biomedical
researchers as the Internet contains vast volumes of heterogeneous data
and analytical tools.
• Information iltering tools can reduce the time spent by a
biomedical researcher in getting relevant information, which can in
turn, enhance the timeliness and quality of research.
• It will help the researcher in transforming the information to
knowledge in a shorter time period.
Need for information iltering felt in diferent biomedical sub ields
Medicine
Public health
Bioinformatics
Medical informatics
A well-known example is PubMed. here are diferent sources
of information available for medical professionals, such as Pubmed,
which necessitates the information iltering role in getting the relevant
information which suites to the proile of interest of the medical
professionals.
*Corresponding author: Vinaitheerthan Renganathan, Head of Institutional
Research, Skyline University College, P.O. Box 1797, University City, Sharjah,
United Arab Emirates, Tel: 971-6-5441155; Fax: 971-6-5441166; E-mail:
vinairesearch@yahoo.com
Received May 13, 2013; Accepted September 03, 2013; Published September
09, 2013
Citation: Renganathan V, Babu AN, Sarbadhikari SN (2013) A Tutorial on
Information Filtering Concepts and Methods for Bio-medical Searching. J Health
Med Informat 4: 131. doi:10.4172/2157-7420.1000131
Copyright: © 2013 Renganathan V, et al. This is an open-access article distributed
under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the
original author and source are credited.
Abstract
Objective: This tutorial presents an overview of information iltering and its application in bio-medical searching.
It is intended for bio-medical investigators and students who have a basic understanding of the information retrieval
concept, and would like to understand the workings of information iltering systems in various contexts to improve
the eficiency and productivity of searches. This paper throws light on different information illeting models, types of
information iltering, and the difference between information retrieval and information iltering.
A Tutorial on Information Filtering Concepts and Methods for Bio-medical
Searching
1
2
Center for Advancement of Global Health, Kochi, Kerala, India
3
National Institute of Health and Family Welfare, Center for Health Informatics New Delhi, New Delhi, India
Information retrieval Information iltering
Information need Dynamic Static
Information source Static Dynamic
User proile Not necessary Essential
Scope Generalized Speciic
Information seeking
Behavior
Short term Long term
User Query Brief Description or explanation
of the information
User interaction with the
system
Single information seeking
episodes
Series of information
seeking episodes
Table 1: Information retrieval vs iltering system.
Review Article
Vinaitheerthan Renganathan
1
*, Ajit N Babu
2
and Suptendra Nath Sarbadhikari
3
Skyline University College, University City, Sharjah, United Arab Emirates