A Comparison of String Distance Metrics for Name-Matching Tasks
Using an open-source, Java toolkit of name-matching methods, we experimentally compare string distance metrics on the task of matching entity names.
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A Comparison of String Metrics for Matching Names and Records
fields. Introduction. The task of matching entity names has been explored by a ... ters of string-edit distance metrics (Ristad & Yianilos 1998;. Bilenko & Mooney ...
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A Comparison of String Similarity Measures for Toponym Matching
Nov 5, 2013 ... similarity measures on a toponym matching task, wide-ranging evaluations ... compared several string distance measures on a name matching task, finding .... Normalized compression distance (NCD)  is a similarity metric.
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A Comparison of Personal Name Matching - CiteSeerX
names make exact string matching problematic, and ap- proximate ..... A comparison of string distance metrics for name-matching tasks. In Proceedings of ...
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Usability of String Distance Metrics for Name Matching Tasks in Polish
Usability of String Distance Metrics for Name Matching Tasks in Polish ... cient, i.e., the average length of strings compared (Smith-. Waterman-D). A further ...
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Frameworks for entity matching: A comparison - Data Cleaning
Entity matching is a crucial and difficult task for data integration. ...... Ravikumar, S.E. Fienberg, A comparison of string distance metrics for name-matching tasks, ...
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Robust Similarity Measures for Named Entities Matching
sons: typographical errors, names written in dif- ... The literature on string comparison metrics is abundant, containing both general techniques and. 3The matching task is quite different in this framework, because ... Levenshtein edit distance.
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pdf - arXiv.org
The distance metric is enhanced to set the proper .... Name matching is the process of determining whether two name strings are instances of the same name.
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A Comparison of Personal Name Matching: Techniques - CiteSeerX
errors in names make exact string matching problematic, and approximate ...... A comparison of string distance metrics for name-matching tasks. In Proceedings ...
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Matching person names through name transformation - TerpConnect
Nov 6, 2009 ... Keywords. Name matching, String similarity, String distance metrics. 1. ... techniques and conducted a comparison of several string distance measures ... methods for a person name matching task in Polish, a highly inflected ...
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The stringdist Package for Approximate String Matching
String metrics may broadly be divided in edit-based distances, q-gram based distances ( ...... A comparison of string distance metrics for name-matching tasks.
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A Comparison of Techniques for Name Matching
compared a set of existing string matching techniques, which include popular ..... of string distance metrics for name-matching tasks”, Proceedings of the IJCAI-.
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COMPARING USABILITY OF MATCHING TECHNIQUES FOR
String matching plays an important role in biomedical Term Normalisation, the task of ... Term Normalisation (TN)  is the task of grounding a biological term in text to a .... number of metrics, including edit-distance metrics, fast heuristic string compara- ..... specific protein name detection using approximate string matching.
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Simple and Efficient Algorithm for Approximate Dictionary Matching
cient algorithm for approximate dictionary match- ..... specifically examine the differences of the algo- ..... string distance metrics for name-matching tasks.
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A Generalization of the Winkler Extension and its Application for
generalization outperform the same metrics when applying the Winkler extension . ..... A comparison of string distance metrics for name-matching tasks. 2003.
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Genetic_algorithm_fin - UCL Computer Science
how strongly/weakly a match for a particular attribute affects the probability of the record pair ... to be a trivial task. ..... distance metrics for name-matching tasks. ... [ 6] Cohen W.W., Ravikumar P., Fienberg S. E. A Comparison of String Metrics for.
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Resolving Partial Name Mentions Using String Metrics
This report presents results of research undertaken in information extraction under Tasks. INT 07/020 and NS .... COMPARING STRINGS WITH SPELLING ANOMALIES . ... Matching Name Mentions With Common Sub-strings. .... The Levenshtein Minimum Edit Distance  is one of the simplest metrics for determining string.
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Comparison of methods Hamming Distance, Jaro, and - ThinkMind
data matching through the string similarity functions Hamming distance, Jaro ...... “A comparison of string distance metrics for name-matching tasks,” 2003, pp.
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Meta similarity | SpringerLink
Mar 27, 2010 ... String similarity Machine learning Entity resolution Linear systems ... S (2003) A comparison of string distance metrics for name-matching tasks.
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Cross Linguistic Name Matching in English and Arabic
measures perform poorly on this task due to varying ... techniques include edit distance, n-gram matching, .... Figure 5: Comparison of string similarity metrics.
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