Implementing High Performance Retrieval Process by Max-Score Ranking
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2013, Vol 8, Issue 5
Abstract
This paper presents a comparison report of two different processes of retrieving a keyword or data’s from a given database or from a multiple databases. The process1 known as Extended Boolean Retrieval (EBR)model, it gives us an output from the database. Since EBR model implementation aspects lead to a high cost, we consider an p-norm approach to the EBR implementation. P-norm approach plays a role in the EBR model to maintain strictness of the conjunctions and disjunctions to set them with their own identification on the considerable node. The process2 known as Ensemble Learning Paradigm (ELP). In this paradigm of text categorization aspect, first it assigns a value to a given keyword or data and then starts it’s searching process from an index. This value contains the factors such as a position and appearances of word. In existing, they usethese concepts in Bag-of-word approach. In this paper EBR model gives an advantage of reformulation aspect, which gives a hundreds or thousands of answers for the given query. In ELP, term frequency identification paves the way to produce a result based on the frequencies of an regarded query in the database. To end, we evaluate with the reported results of these models on query to prove an better retrieving process based on their efficiency and accuracy with the max-score ranking algorithm.
Authors and Affiliations
U Vignesh
Keywords
Related Articles
- EP ID EP104147
- DOI -
- Views 107
- Downloads 0
Svdadaptive Algorithm For Linear Least Square egressionandanomaly Reduction
In data analysis, the accuracy of analysisdependson (1) the data representation, (2) the algorithm and (3) the metric used to measure error. For ordinary linear least square approximation (OLA), the existing formulation...
Cloud Computing: Demand and Supply in Banking, Healthcare and Agriculture
Abstract: Right from the Stone Age one law is governing the market for every generation and that well acknowledged law is “Law of Demand & Supply”. ICT is not far away from this law. It is a well-known fact t...
Challenges In Cloud Computing on Security Issues And Solutions
Cloud computing is a technology concept that enables organizations or individuals to share various services in a seamless and cost-effective manner. Technology innovation and its adoption are two critical successful fact...
A Deterministic Heterogeneous Clustering Algorithm
Abstract: The energy supply of nodes will be limited strictly in the wireless sensor networks (WSN). Manyalgorithms propose to increase the efficiency of Sensor Networks. Many Clustering protocols have beenproposed to im...
Clustering Algorithm Based On Correlation Preserving Indexing
Fast retrieval of the relevant information from the databases has always been a significant issue. Different techniques have been developed for this purpose; one of them is Data Clustering. In this paper Data &nb...