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[PDF] Top 20 A Survey on Nearest Keyword Set Search in Multi-dimensional Datasets using Index Hashing

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A Survey on Nearest Keyword Set Search in Multi-dimensional Datasets using Index Hashing

A Survey on Nearest Keyword Set Search in Multi-dimensional Datasets using Index Hashing

... (LSH) [10], which is a best in class technique for most proximate neighbor seek in high-dimensional spaces. Not at all like LSH-predicated techniques that authorize just surmised seek with probabilistic ensures, ... See full document

8

Multi-Dimensional Datasets used for Keyword Search

Multi-Dimensional Datasets used for Keyword Search

... problem.Finding nearest neighbors in large multidimensional data has always been one of the research interests in data mining ...similarity search problems. Previouswork on exploring the meaning of K ... See full document

7

An Adaptive Nearest Keyword Search Using Multi-Scale Hashing and Projection Technique in Spatial Databases

An Adaptive Nearest Keyword Search Using Multi-Scale Hashing and Projection Technique in Spatial Databases

... The Nearest keyword set (referred to as NKS) queries on text-rich multi-dimensional ...a set of user-provided keywords, and the result of the query may include k sets of data ... See full document

5

Implementation and Analysis of ProMiSH (Projection and Multi Scale Hashing) in Multi Dimensional Datasets
A Nagarjuna & M Damodhar

Implementation and Analysis of ProMiSH (Projection and Multi Scale Hashing) in Multi Dimensional Datasets A Nagarjuna & M Damodhar

... consider multi-dimensional datasets where each data point has a set of ...these multi- dimensional datasets. An NKS query is a set of user- provided keywords, and ... See full document

6

Projection Multi Scale Hashing Keyword Search in Multidimensional Datasets

Projection Multi Scale Hashing Keyword Search in Multidimensional Datasets

... Recommender systems are used as an efficient tool for dealing with the information overload problem. Based on how recommendations are made, recommender systems are usually classified into the following categories: ... See full document

8

Search By Nearest Keyword Multidimensional Data Sets

Search By Nearest Keyword Multidimensional Data Sets

... nearest keyword for ...to search large dataset for a given query as well to achieve more accuracy on user ...efficient search in multidimensional ...a multi dimensional feature ... See full document

7

An Efficient Nearest Keyword Set Query Search in Multi Dimensional Datasets
Adina Karunasri & B S N Murthy

An Efficient Nearest Keyword Set Query Search in Multi Dimensional Datasets Adina Karunasri & B S N Murthy

... on multi-dimensional dataset where each data point has set of keywords in feature space allows for the development of new tools to query and explore these multidimensional ...study nearest ... See full document

7

An Efficient and effective Nearest Keyword Set Search in Multidimensional Dataset

An Efficient and effective Nearest Keyword Set Search in Multidimensional Dataset

... analysis,hundreds of files are usually examined. Much of the data in those files consists of unstructured text, whose analysis by computer examiners is difficult to be performed. In this context, automated methods of ... See full document

5

Search By Nearest Keyword Multidimensional Data Sets

Search By Nearest Keyword Multidimensional Data Sets

... ABSTRACT— Keyword-based search in text-rich multi-dimensional datasets facilitates many novel applications and ...these datasets, we study queries that ask forthe tightest groups ... See full document

7

An Effective and Secure Keyword Set Search in Large Amount of Datasets

An Effective and Secure Keyword Set Search in Large Amount of Datasets

... We present a novel Locality-Sensitive Hashing scheme for the Approximate Nearest Neighbor Problem under lp norm, based on pstable distributions. Our scheme improves the running time of the earlier algorithm ... See full document

6

Survey of Efficient and Fast Nearest Neighbor Search  For Spatial Query on Multidimensional Data

Survey of Efficient and Fast Nearest Neighbor Search For Spatial Query on Multidimensional Data

... inverted index that optimizes multidimensional points called the spatial inverted index ...to search to some objects, though they do not posses all the ...approximate set membership tests with ... See full document

10

Nearest Keyword Set Search In multidimensional Datasets

Nearest Keyword Set Search In multidimensional Datasets

... top-k nearest keyword set search in multi-dimensional ...novel index called ProMiSH based on ran-dom projections and ...this index, we de-veloped ProMiSH-E that ... See full document

5

Multi-Scale Hashing of Nearest Keyword Search in Multi-Dimensional Datasets

Multi-Scale Hashing of Nearest Keyword Search in Multi-Dimensional Datasets

... map using APIs that are released by online mapping solutions such as Google and Yahoo ...a set of tags capturing the embedded semantic and a set of coordinates indicating their geographical ...a ... See full document

5

A Novel nearest Keyword Search Using Projection and Multi-Scale Hashing Technique in Datasets

A Novel nearest Keyword Search Using Projection and Multi-Scale Hashing Technique in Datasets

... map using APIs that are released by online mapping solutions such as Google and Yahoo ...a set of tags capturing the embedded semantic and a set of coordinates indicating their geographical ...a ... See full document

5

Nearest Keyword Set Search in Multidimensional Datasets

Nearest Keyword Set Search in Multidimensional Datasets

... ABSTRACT:Keyword-based search in text-rich multi-dimensional datasets facilitates many novel applications and ...these datasets, we study queries that ask forthe tightest groups of ... See full document

7

Nearest Keyword Set Search in Multi- Dimensional Dataset Using Promishe

Nearest Keyword Set Search in Multi- Dimensional Dataset Using Promishe

... of nearest neighbor (NN) queries thankful by the properties of the spatial ...of keyword hunt, especially on the Internet, a considerable lot of these applications permit the client to give a rundown of ... See full document

7

Survey paper on Generalized Inverted Index for Keyword Search

Survey paper on Generalized Inverted Index for Keyword Search

... 1 Keyword ranking in databases 2 Keyword searching in databases 3 Keyword search in relational databases 4 Required fuzzy type-ahead search 5 Navigation system for any item ... See full document

5

Keyword Search for Quick Finding of Nearest Neighbor

Keyword Search for Quick Finding of Nearest Neighbor

... the nearest objects closest to a specified location that contains ...a keyword search would instead searches the keywords and shows the nearest hotels that having those ...In nearest ... See full document

7

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... then keyword based search is essential. Keyword based search technique allows users to retrieve selective files of ...Applying keyword based search in the encrypted cloud data is ... See full document

5

Title: A Review Paper on Implementation of a Secure and Dynamic Multi-Keyword Ranked Search Scheme over Encrypted Cloud Data

Title: A Review Paper on Implementation of a Secure and Dynamic Multi-Keyword Ranked Search Scheme over Encrypted Cloud Data

... of multi-keyword ranked search over encrypted cloud data at the time of protecting exact method wise privacy in the cloud computing concept in this paper we are using three main parts first ... See full document

5

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