Sponsored High Speed Downloads

Download Data Matching Concepts And Techniques For Record Linkage Entity Resolution And Duplicate Detection Datacentric Systems And Applications - US Mirror Server
4434 dl's @ 3352 KB/s
Download Data Matching Concepts And Techniques For Record Linkage Entity Resolution And Duplicate Detection Datacentric Systems And Applications - Japan Mirror Server
4445 dl's @ 3372 KB/s
Download Data Matching Concepts And Techniques For Record Linkage Entity Resolution And Duplicate Detection Datacentric Systems And Applications - EU Mirror Server
3028 dl's @ 4514 KB/s

Parallel Entity Resolution with Dedoop

Christen, P.: A Survey of Indexing Techniques for Scalable Record. Linkage and Deduplication. IEEE Trans. Knowl. Data Eng. 24(9),. 1537–1555 (2012). 3. Christen, P.: Data Matching: Concepts and Techniques for Record. Linkage, Entity Resolution, and Duplicate Detection. Data-. Centric Systems and Applications.

parallel_er_with_dedoop.pdf

Data Matching

Apr 29, 2012 ... Peter Christen. Data Matching. Concepts and Techniques for Record Linkage,. Entity Resolution, and Duplicate Detection. Springer .... refer to the same entity within a single database, a task commonly known as du- plicate detection. Over the past decade, various application domains and research.

christen2012data-matching-book-preface-content-references.pdf

Advanced record linkage methods and privacy aspects for

In the past decade, record linkage has attracted much interest by researchers from various do- mains (Christen, 2012a; Herzog et al., 2007;. Naumann and Herschel, 2010;. Talburt, 2011). Also known as data linkage, entity resolution, data matching, or duplicate detection, these techniques aim to identify and link all records.

46c5721b31c44cb28c5c29110b4555b32dcf.pdf

Probabilistic Record Linkage and Deduplication after Indexing

Data Matching: Concepts and Techniques for Record Linkage,. Entity Resolution, and Duplicate Detection (Data-Centric Systems and Applications). Springer, 2012 edition. URL http://amazon.com/o/ASIN/3642311636/. — (2012b). A survey of indexing techniques for scalable record linkage and deduplica- tion. Knowledge ...

2015-Murray-Blocking-FellegiSunter.pdf

Overview and Taxonomy of Techniques for Privacy-Preserving

Elsevier Information Systems, 2012. http://dx.doi.org/10.1016/j.is.2012.11.005. Data Matching – Concepts and Techniques for. Record Linkage, Entity Resolution, and Duplicate. Detection. P Christen. Springer Data-Centric Systems and Applications,. July 2012. http://cs.anu.edu.au/people/Peter.Christen/data-.

c9a478cfc430e1ce287814744a0b0ac38bac.pdf

The Case for Holistic Data Integration

13. Christen, P.: Data Matching - Concepts and Techniques for Record Linkage, Entity. Resolution, and Duplicate Detection. Springer, Heidelberg (2012). 14. Sarma, A.D. Dong, X., Halevy, A.: Bootstrapping pay-as-you-go data integration systems. In: Proceedings of the SIGMOD, pp. 861–874 (2008). 15. Deng, D., Jiang, Y., ...

9783319440385-c2.pdf?SGWID=0-0-45-1585382-p180188144

A note on using the F-measure for evaluating data linkage algorithms

two records refer to the same real-world entity) or a non-match (two records refer to two different entities). Various classification techniques — including supervised , unsupervised, semi-supervised and active learning based — have been employed for record linkage. If ground truth data in the form of known true matches and.

ni16047.pdf

Accuracy of probabilistic and deterministic record linkage: the case

Apr 15, 2015 ... Christen P. Data matching: concepts and techniques for record linkage, entity resolution, and duplicate detection. New York: Springer; 2012. (Data-centric systems and applications). 7. Coeli CM, Camargo Jr KR. Avaliação de diferentes estratégias de blocagem no relacionamento probabilístico de registros.

0034-8910-rsp-S1518-87872016050006327.pdf

Introduction to Data Linkage

Data matching: concepts and techniques for record linkage, entity resolution, and duplicate detection, Springer: Data-centric systems and applications. ▷ Harron, K., Goldstein, H., and C. Dibben (2015). Methodological developments in data linkage, Wiley. ▷ Herzog, T., F. Scheuren and W. Winkler (2007). Data quality and ...

data_linkage_final.pdf

A scaling approach to record linkage

Christen P. Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection. (Data-Centric Systems and Applications). Springer: New York, 2012. 5. Tromp M et al. Ignoring dependency between linking variables and its impact on the outcome of probabilistic record linkage studies.

A scaling approach to record linkage..pdf

An efficient privacy-preserving record linkage technique for

[4] P. Christen, Data Matching: Concepts and Techniques for. Record Linkage, Entity Resolution, and Duplicate Detection,. Data-Centric Systems and Applications, Springer, Berlin,. 2012. [5] P. Christen, A survey of indexing techniques for scalable record linkage and deduplication, IEEE Transactions on. Knowledge and ...

sji00833?id=statistical-journal-of-the-iaos/sji00833

Privacy Preserving Record Linkage with PPJoin

Privacy-preserving record linkage (PPRL) becomes increasingly important to match and integrate records ... To detect duplicate records between two heterogeneous data sources R and S, similarity joins identify all pairs .... 3 Related Work. Record Linkage Record linkage, entity resolution or data matching is the problem of.

85.pdf?sequence=1

Duplicate Detection in Probabilistic Data

steps: (a) schema matching [13] and (b) schema mapping. [14] to overcome ... detection [15] (also called entity resolution or record linkage) ... duplicate detection for probabilistic databases in Section IV. In Section V, we identify search space reduction techniques for probabilistic data. Finally, Section VI concludes the paper.

NTII-FinalVersion151009.pdf

A Survey of Current Link Discovery Frameworks

Janowicz, editors, The Semantic Web – ISWC 2013, volume. 8219 of Lecture Notes in Computer Science, pages 294–309. Springer Berlin Heidelberg, 2013. [ 7] Peter Christen. Data Matching - Concepts and Techniques for. Record Linkage , Entity Resolution, and Duplicate Detection. Data-centric systems and applications.

swj1029.pdf

Title of the paper

4, pp. 247-267. DOI 10.1016/j.websem.2005.09.001. Christen, Peter, 2012“ Data matching: concepts and techniques for record linkage, entity resolution, and duplicate detection. Berlin; Heidelberg: Springer. Data-centric systems and applications. ISBN 978-3-642-31163-5. DOI 10.1007/978-3-642-31164-2. Coletta , Remi ...

240

Evaluation of entity resolution approaches on real-world match

product entities from online shops are not sufficiently solved with conventional approaches based on the similarity of attribute values. 1. INTRODUCTION. Entity resolution (also referred to as object matching, duplicate identification, record linkage, or reference reconciliation) is a crucial task for data integration and data  ...

E04.pdf

Learning Alternative Name Spellings Ancestry.com Technical

May 1, 2014 ... Abstract. Name matching is a key component of systems for entity resolution or record linkage. Alternative spellings of the same names are a common ...... Data Matching: Concepts and Techniques for Record Link- age, Entity Resolution, and Duplicate Detection. Data-centric systems and applications.

Ancestry.com-Technical-Report-Learning-Alternative-Name-Spellings.pdf

13 Mar 2016 Fast Learning from Distributed Datasets without Entity

Mar 13, 2016 ... Data Matching Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection. Springer Data-Centric Systems and Applications, 2012. [11] T. Estrada, R. Armen, and M. Taufer. Automatic selection of near-native protein-ligand con- formations using a hierarchical clustering and ...

PatNocHarCae16.pdf

A Distributed Near-Optimal LSH-based Framework for Privacy

Linkage, Entity Resolution or Data Matching problem [11]. In our case, we also ... Privacy-Preserving Record Linkage and is picking up a lot of steam lately. ..... In essence, the application of the Min-Hash. LSH method to the Bloom filters, can be considered as a Λ-independent and redundant blocking technique. In order to  ...

110214.pdf

Download (326kB)

ference on Knowledge Discovery and Data Mining, Y. Li, B. Liu and S. Sarawagi, eds, ACM, 2008, pp. 1065–1068. [4] P. Christen, Data Matching: Concepts and Techniques for. Record Linkage, Entity Resolution, and Duplicate Detection,. Data-Centric Systems and Applications, Springer, Berlin,. 2012. [5] P. Christen, A  ...

Schnell_2014_An_Efficient_Privacy-Preserving_Record_Linkage_Technique_For_Administrative_Data_And_Censuses.pdf