written 7.1 years ago by |
Based on the notion of sets.
Documents are retrieved only if they satisfy boolean conditions specified in the query.
Does not impose a ranking on retrieval documents.
It follows exact matching approach
George boole devised a system of symbolic logic in which he used three operators such as logic sum, product and difference (+,.,-) to combine statements in difference symbolic form.
Information Retrieval systems allow the users to express their queries by using their operators.
A document is represented as a set of keywords.
I/P: queries written inform of boolean expression of keywords connected by AND, OR and NOT
O/P: Document is relevant or not.
It is popular because of following advantages
It is easy to understand for simple queries.
Clear formalism
It assigns the weight in terms of 'o' and 'i' for matching of term in document whereas
O - represents absence of term in document and I- represent presence of term in document
Every document set has perfect query
AND- every word in document to get a query for it
OR- Every document query to get the set query
Disadvantages:
• Boolean logic is insufficient to capture the richness of language
• All index term have equal weight required for Matching process