Paper Info
Title
Ranking Documents Based on the Semantic Relations Using Analytical Hierarchy Process: Query Expansion and Ranking Process
Abstract
AbstractWith the rapid growth of the World Wide Web comes the need for a fast and accurate way to reach the information required. Search engines play an important role in retrieving the required information for users. Ranking algorithms are an important step in search engines so that the user could retrieve the pages most relevant to his query In this work, the authors present a method for utilizing genealogical information from ontology to find the suitable hierarchical concepts for query extension, and ranking web pages based on semantic relations of the hierarchical concepts related to query terms, taking into consideration the hierarchical relations of domain searched sibling, synonyms and hyponyms by different weighting based on AHP method. So, it provides an accurate solution for ranking documents when compared to the three common methods.
Year
DOI
Venue
2017
10.4018/IJIRR.2017070102
Periodicals
Keywords
DocType
Volume
Information Retrieval, Ontology, Ranking Web, Search Engine, Semantic Rank
Journal
7
Issue
ISSN
Citations 
3
2155-6377
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Ali I. Eldesouky1366.97
Hesham A. Ali29916.11
Rabab Samy Rashed300.34