[PDF] Top 20 Duplicate Detection by Progressive Sorted Neighbor Method
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Duplicate Detection by Progressive Sorted Neighbor Method
... as duplicate entries might occur, making data cleansing and in particular duplicate detection ...render duplicate detection processes ...deduplication. Progressive ... See full document
8
Duplicate Detection Using Scalable and Progressive Approaches
... in duplicate detection, The presence of duplicate records could be a major knowledge quality concern in massive ...duplication detection or record linkage is employed as a vicinity of the ... See full document
10
A Scalable approach to detect the duplicate data using Iterative parallel sorted neighbourhood method
... 1) Progressive sorted neighbourhood method: PSNM sorts the input data using a predefined sorting key and only compares records that are within a window of records in the sorted ...the ... See full document
7
Effective Progressive Algorithm for Duplicate Detection on Large Dataset
... Effective progressive algorithm for duplicate detection on large dataset is the process of detecting unwanted files in the document in very short ...a duplicate detection job to check ... See full document
6
A Novel Approach For Progressive Of Duplicate Detection
... of duplicate records is a fundamental information first-rate situation in colossal ...duplication detection or document linkage is used as a part of the info cleansing system to determine files that ... See full document
5
A Novel Approach For Progressive Of Duplicate Detection
... This method works by searching sentences in the text that are semantically related thorough anaphors, analyzing their semantic s and exploiting the latter for s resolving respective ... See full document
8
ContinuousDuplicate Identification using Naive Detection Algorithm
... the sorted records and compare records within each ...called Sorted Blocks [10] in several variants, which generalizes both the ...for Sorted Blocks is in finding the right configuration settings, as ... See full document
9
Duplicate Detection by Progressive Techniques
... [8]Efficient duplicate detection is an important task especially in large ...introduced Sorted Blocks which is generalization of blocking and ...that Sorted Blocks outperforms the two other ... See full document
6
A Scalable Approach To Detect A Duplicate Data Using PSNM And PB Algorithm
... paper, Progressive sorted neighborhood method and progressive blocking method is ...The sorted key and blocking key can be automatically adjust based on the ...traditional ... See full document
6
Comprehensive and Progressive Duplicate Entities Detection Veerisetty Ravi Kumar & Nagaraju Medida
... Duplicate detection is the process of identifying multiple representations of same real world ...Today, duplicate detection methods need to process ever larger datasets in ever shorter time: ... See full document
5
Algorithms for Efficient Duplicate Detection
... of duplicate detection for situations with limited execution time; they dynamically change the ranking of comparison candidates based on intermediate results to execute promising comparisons first and less ... See full document
9
A Survey on Duplicate Identification using Naive Detection Algorithm
... and sorted neighborhood method ...the Sorted Neighborhood Method, slide a window over the sorted records and compare records within each ...called Sorted Blocks [10] in several ... See full document
10
Duplicate Detection by Progressive Techniques
... [8]Efficient duplicate detection is an important task especially in large ...introduced Sorted Blocks which is generalization of blocking and ...that Sorted Blocks outperforms the two other ... See full document
7
Usual Duplicate Detection Using Progressive Algorithms with Improving Efficiency Dr Ch GVN Prasad, M Veena & S Sai Sharat Chandra
... on duplicate detection [2], [3], also known asentity resolution and by many other names, focuses on pair selectionalgorithms that try to maximize recall on the onehand and efficiency on the other ... See full document
7
Progressive Replication Identification
... The duplicate detection is the process of finding multiple records in a dataset that represents the same real-world ...the Sorted Neighborhood Method, slide a window over the sorted ... See full document
6
A Survey: Detection of Duplicate Record
... (BI) method as implemented in the Febrl [20] record linkage system allows for fuzzy ...are sorted and inserted into an inverted index, which will be used to retrieve the corresponding record numbers in a ... See full document
10
Incremental Detection Of Redundancy And Data Pruning
... like duplicate entries may occur, creating knowledge cleansing and especially duplicate detection ...render duplicate detection processes ...deduplication. Progressive ... See full document
5
DUPLICATE DETECTION USING PROGRESSIVE ARRANGED NEIGHBORHOOD METHOD AND PROGRESSIVE BLOCKING
... Two progressive duplicate detection algorithms namely PSNM and PB, and their Attribute Concurrency ...Each duplicate is a absolutely matched record ... See full document
9
A Comparison between Two Variants of Sorted Neighborhood Method
... Algorithm 1 shows the implementation of Progressive SNM. The algorithm mainly takes 5 input parameters: DS is a reference to the data set. The parameter maxWindow specifies the maximum window size and Key stands ... See full document
5
An Efficient Approach towards Duplicate Detection System
... a Duplicate CountStrategy, which become accustomed to the window size depending on the count of duplicates ...duplicates. Sorted Blocks are also analyzed which denotes a generalization of these two ...the ... See full document
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