IQIS 2005: Baltimore, MD, USA

Laure Berti-Equille, Carlo Batini, Divesh Srivastava (Eds.): IQIS 2005, International Workshop on Information Quality in Information Systems, 17 June 2005, Baltimore, Maryland, USA (SIGMOD 2005 Workshop). ACM 2005, ISBN 1-59593-160-0

Keynote Speeches

Hector Garcia-Molina:
Handling data quality in entity resolution. 1
William E. Winkler:
Methods and analyses for determining quality. 3

Quality Models

Paolo Missier, Suzanne M. Embury:
Provider issues in quality-constrained data provisioning. 5-15
Alexandra Martinez, Joachim Hammer:
Making quality count in biological data sources. 16-27
Alexandros Karakasidis, Panos Vassiliadis, Evaggelia Pitoura:
ETL queues for active data warehousing. 28-39
Joseph Bugajski, Robert L. Grossman, Eric Sumner, Zhao Tang:
An event based framework for improving information quality that integrates baseline models, causal models and formal reference models. 40-45

Record Linkage, Entity Resolution

Zhaoqi Chen, Dmitri V. Kalashnikov, Sharad Mehrotra:
Exploiting relationships for object consolidation. 47-58
Ali Al-Lawati, Dongwon Lee, Patrick McDaniel:
Blocking-aware private record linkage. 59-68
Dongwon Lee, Byung-Won On, Jaewoo Kang, Sanghyun Park:
Effective and scalable solutions for mixed and split citation problems in digital libraries. 69-76

Statistics, Clustering

Andreas Koeller, Vinay Keelara:
Approximate matching of textual domain attributes for information source integration. 77-86
Bill Andreopoulos, Aijun An, Xiaogang Wang:
Clustering mixed numerical and low quality categorical data: significance metrics on a yeast example. 87-98
Fang Chu, Yizhou Wang, Douglas Stott Parker Jr., Carlo Zaniolo:
Data cleaning using belief propagation. 99-104
Raymond K. Pon, Alfonso F. Cardenas:
Data quality inference. 105-111