Duplicate Detection Exploiting Data Relationships

被引：0

作者：

Herschel, Melanie ^{[1
]}

机构：

[1] Univ Tubingen, Wilhelm Schickard Inst Informat, Lehrstuhl Datenbanksyst, Sand 13, D-72076 Tubingen, Germany

来源：

IT-INFORMATION TECHNOLOGY | 2009年 / 51卷 / 04期

关键词：

H.2 [Information Systems: Database Management; H.2.5 [Information Systems: Database Management: Heterogeneous Databases; dublication detection; algorithms; performance; data quality; data integration;

D O I：

10.1524/itit.2009.0546

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Duplicate detection consists in identifying multiple, different data base representations of a same real-world object. State-of-the-art duplicate detection systems usually concentrate on identifying duplicates in a single relational table and thereby ignore that the data may exist in a larger context that, when considered, can significantly improve the performance of duplicate detection. In this paper, we present algorithms that exploit relationships that exist in the data.

引用

页码：231 / 234

页数：4

共 50 条

[41] Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams [J].

Ma, Jiangang ;

Sun, Le ;

Wang, Hua ;

Zhang, Yanchun ;

Aickelin, Uwe .

ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2016, 16 (01)

[42] Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data [J].

Steinbuss, Georg ;

Boehm, Klemens .

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2021, 15 (04)

[43] Unsupervised detection of contextual anomaly in remotely sensed data [J].

Liu, Qi ;

Klucik, Rudy ;

Chen, Chao ;

Grant, Glenn ;

Gallaher, David ;

Lv, Qin ;

Shang, Li .

REMOTE SENSING OF ENVIRONMENT, 2017, 202 :75-87

[44] Exploiting Trace Data for Adaptive Mobile Video Streaming with Performance Guarantees [J].

Wu, Victor K. C. ;

Liu, Yan ;

Lee, Jack Y. B. .

2016 IEEE SECOND INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM), 2016, :89-96

[45] Exploiting the performance gains of modern disk drives by enhancing data locality [J].

Deng, Yuhui .

INFORMATION SCIENCES, 2009, 179 (14) :2494-2511

[46] Cap: Exploiting Data Correlations to Improve the Performance and Endurance of SSD RAID [J].

Xu, Gaoxiang ;

Tan, Zhipeng ;

Feng, Dan ;

Zhu, Yifeng ;

Zhang, Xinyan ;

Xu, Jie .

2018 IEEE 36TH INTERNATIONAL CONFERENCE ON COMPUTER DESIGN (ICCD), 2018, :59-66

[47] A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams [J].

Boedihardjo, Arnold P. ;

Lu, Chang-Tien ;

Wang, Bingsheng .

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2014, 9 (01)

[48] Exploiting forwarding to improve data bandwidth of instruction-set extensions [J].

Jayaseelan, Ramkumar ;

Liu, Haibin ;

Mitra, Tulika .

43RD DESIGN AUTOMATION CONFERENCE, PROCEEDINGS 2006, 2006, :43-+

[49] A simple and efficient approach for reducing TCP timeouts due to lack of duplicate acknowledgments in data center networks [J].

Sreekumari, Prasanthi ;

Jung, Jae-il ;

Lee, Meejeong .

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2016, 19 (02) :633-645

[50] Data quality probes-exploiting and improving the quality of electronic patient record data and patient care [J].

Brown, PJB ;

Warmington, V .

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2002, 68 (1-3) :91-98

← 1 2 3 4 5 →