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Improving precision and recall for Soundex retrieval
Proceedings. International Conference on Information Technology: Coding and Computing
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We present a phonetic algorithm that fuses existing techniques and introduces new features. This combination offers improved precision and recall. ...
We demonstrate fusion for improving the precision and recall of name searches, by combining Russell, Celko and Pfeifer techniques with our own. ...
Misspellings, nicknames, phonetic and cultural variations complicate name-based information retrieval. The challenge is to improve recall without lowering precision. ...
doi:10.1109/itcc.2002.1000354
dblp:conf/itcc/HolmesM02
fatcat:kbyiwdwaxnavdgmo4rd3575dmm
SoundexGR: An algorithm for phonetic matching for the Greek language
2022
Natural Language Engineering
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between precision and recall in datasets with different kinds of errors. ...
For this reason, in this paper, we introduce an algorithm for phonetic matching designed for the Greek language: we start from the original Soundex and we redesign and extend it for accommodating the Greek ...
The authors would like to thank Katerina Papantoniou for her feedback and for proof-reading the paper, and the anonymous reviewers for their fruitful comments and suggestions. ...
doi:10.1017/s1351324922000018
fatcat:b4bfnhrmfbcq3gkk24prfnehyq
Performance Evaluation of Phonetic Matching Algorithms on English Words and Street Names - Comparison and Correlation
2016
Proceedings of the 5th International Conference on Data Management Technologies and Applications
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Soundex is the first algorithm proposed and other algorithms like Metaphone, Caverphone, DMetaphone, Phonex etc., have been also used for information retrieval in different environments. ...
Though Soundex has high accuracy in correcting the misspelled words compared to other algorithms, it has lower precision due to more noise in the considered arena. ...
Evaluation Metrics The performance of phonetic matching algorithms used for information retrieval is evaluated by calculating precision, recall, and F -Measure. ...
doi:10.5220/0005926300570064
dblp:conf/data/KoneruPV16
fatcat:3tkjk644ljbbjpw2anmab6no4y
Inducing Search Keys for Name Filtering
2007
Conference on Empirical Methods in Natural Language Processing
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ETK has the low computational cost and ability to filter by phonetic similarity characteristic of phonetic keys such as Soundex, but is adaptable to alternative similarity models. ...
This paper describes ETK (Ensemble of Transformation-based Keys) a new algorithm for inducing search keys for name filtering. ...
0.0468 ETK 0.3496 0.1687 0.2276
Table 4 : 4 Recall, precision, and f-measure for edit distance on U.S. surnames. recall precision f-measure BKT 1.0000 0.0024 0.0048 partition 1.0000 0.0106 0.0210 k= ...
dblp:conf/emnlp/Branting07
fatcat:56rkc5w6rvhrldjmhagsem5dfu
Phonetic string matching
1996
Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '96
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Our experimental comparison with existing techniques such as Soundex and edit distances, which is based on recall and precision, demonstrates that the new techniques are superior. ...
In this paper we explain the parallels between information retrieval and phonetic matching, and describe our new phonetic matching techniques. ...
We would also like to thank Ross Wilkinson and Hugh Williams. This work was supported by the Australian Research Council. ...
doi:10.1145/243199.243258
dblp:conf/sigir/ZobelD96
fatcat:5jxsqojmvfh5nm6dothh6vymki
Cross-language Phonetic Similarity Measure on Terms Appeared in Asian Languages
2011
International Journal of Intelligent Information Processing
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After evaluating the ratios of precision, recall, and F-measure, the results show that the proposed methodology successfully differentiates between phonetic and semantic groups by allocating the thresholds ...
The results reported here prove that the proposed method has the potential to be applied to cross-language information retrieval and various linguistic studies. ...
Evaluation Recall and precision are standard evaluation strategy for information retrieval. They can also be used extensively in the information retrieval literature. ...
doi:10.4156/ijiip.vol2.issue2.2
fatcat:323ofon6onddtbpbw5emioifry
On the development of name search techniques for Arabic
2006
Journal of the American Society for Information Science and Technology
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Consequently, algorithms such as Soundex and n-gram matching are of limited utility for languages such as Arabic, which has a vastly different morphology that relies heavily on phonetic information. ...
The need for effective identity matching systems has led to extensive research in the area of name search. For the most part, such work has been limited to English and other Latin-based languages. ...
Aqeel 29 Similarly, further improved resilience to improper diacritic use would likely continue to yield improvements for Arabic name search systems. ...
doi:10.1002/asi.20323
fatcat:6xidlonm6nb73f7g4notguadfq
Phonetic Models for Generating Spelling Variants
2007
International Joint Conference on Artificial Intelligence
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Our methods show threefold improvement over the baseline and generate four times as many good name variants compared to a human while maintaining a respectable precision of 0.68. ...
Knowing the different variations can significantly improve the results of name-searches on various source texts, especially when recall is important. ...
Andrew Philpot for providing the list of baby names with their variants and Dr. Patrick Pantel for his expert advice on evaluation. ...
dblp:conf/ijcai/BhagatH07
fatcat:wtvyss2cszbg5hx6qtc46ctuzm
How to Play the 'Names Game': Patent Retrieval Comparing Different Heuristics
2009
Social Science Research Network
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Patent statistics represent a critical tool for scholars, statisticians and policy makers interested in innovation and intellectual property rights. ...
Guidelines for researchers, TTOs, firms, venture capitalists and policy makers likely to implement a names game or to comment on results based on a names game are also provided. ...
Acknowledgements We gratefully acknowledge the EPFL TTO and the EPFL Human Resources for data availability. ...
doi:10.2139/ssrn.1441172
fatcat:zxv3vovakbhpbofxgsffrajuwa
How to play the "Names Game": Patent retrieval comparing different heuristics
2009
Research Policy
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Patent statistics represent a critical tool for scholars, statisticians and policy makers interested in innovation and intellectual property rights. ...
Guidelines for researchers, TTOs, firms, venture capitalists and policy makers likely to implement a names game or to comment on results based on a names game are also provided. ...
Acknowledgements We gratefully acknowledge the EPFL TTO and the EPFL Human Resources for data availability. ...
doi:10.1016/j.respol.2009.08.001
fatcat:xbmowwojfbdq7mabqtpoirev4q
A comparative evaluation of name-matching algorithms
2003
Proceedings of the 9th international conference on Artificial intelligence and law - ICAIL '03
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This paper proposes a three-stage framework for name matching, identifies how each stage in the framework addresses the naming variations that typically arise in legal cases, describes several alternative ...
function that is both order-insensitive and tolerant of small numbers of omissions or additions; and compare names in a symmetrical, word-by-word fashion. ...
If recall and precision are weighted equally, the F-measure is the harmonic mean of recall and precision: R P PR F + = 2 where P is precision and R is recall. ...
doi:10.1145/1047788.1047837
dblp:conf/icail/Branting03
fatcat:6t7gfj7h4jcmvei5xjvn6caxbu
How Does That Sound? Multi-Language SpokenName2Vec Algorithm Using Speech Generation and Deep Learning
[article]
2020
arXiv
pre-print
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In most cases, users are aided by queries containing a name and sending back to the web search engines for finding their will. ...
Utilizing the name pronunciation can be helpful for both differentiating and detecting names that sound alike, but are written differently. ...
The same pattern is seen for F1, precision, and recall. ...
arXiv:2005.11838v2
fatcat:xlcpea3qijcpznoe3xzxrgk54y
Finding approximate matches in large lexicons
1995
Software, Practice & Experience
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We propose methods for combining these techniques, and show experimentally that these combinations yield good retrieval effectiveness while keeping index size and retrieval time low. ...
Approximate string matching is used for spelling correction and personal name matching. ...
ACKNOWLEDGEMENTS This work was supported by the Australian Research Council, the Collaborative Information Technology Research Institute, and the Centre for Intelligent Decision Systems. ...
doi:10.1002/spe.4380250307
fatcat:tdxt6v4yzffbvi5iqrrzxevepy
Combining Word and Phonetic-Code Representations for Spoken Document Retrieval
[chapter]
2011
Lecture Notes in Computer Science
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Experimental results on the CLEF-CLSR-2007 corpus are encouraging; the proposed hybrid method improved the mean average precision and the number of retrieved relevant documents from the traditional word-based ...
The traditional approach for spoken document retrieval (SDR) uses an automatic speech recognizer (ASR) in combination with a word-based information retrieval method. ...
This work was done under partial support of CONACYT (project grant CB-2008-106013-Y, and scholarship 204467). We would also like to thank the CLEF organizing committee for the resources provided. ...
doi:10.1007/978-3-642-19437-5_38
fatcat:clcy62p5pfbmrilswcfwmwr5k4
A Case Study in Narne Matching
2006
Names
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The ne\v algorithm is easily automated and holds promise as a search technique for much larger data sets. ...
The new algorithm had improved performance on the data set, achieving 92% success in name matching \vhen the best tvvo matches were used. ...
The term "precision" is often used in conjunction with this type of name searching, especiall y in the information retrieval research community. ...
doi:10.1179/nam.2006.54.4.321
fatcat:i2lqbo2hz5bz3adsleirj63hpi
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