TY - GEN
T1 - ICoDA
T2 - 30th IEEE International Conference on Data Engineering, ICDE 2014
AU - Liu, Ruilin
AU - Wang, Guan
AU - Wang, Wendy Hui
AU - Korn, Flip
PY - 2014
Y1 - 2014
N2 - The completeness of data is vital to data quality. In this demo, we present iCoDA, a system that supports interactive, exploratory data completeness analysis. iCoDA provides algorithms and tools to generate tableau patterns that concisely summarize the incomplete data under various configuration settings. During the demo, the audience can use iCoDA to interactively explore the tableau patterns generated from incomplete data, with the flexibility of filtering and navigating through different granularity of these patterns. iCoDA supports various visualization methods to the audience for the display of tableau patterns. Overall, we will demonstrate that iCoDA provides sophisticated analysis of data completeness.
AB - The completeness of data is vital to data quality. In this demo, we present iCoDA, a system that supports interactive, exploratory data completeness analysis. iCoDA provides algorithms and tools to generate tableau patterns that concisely summarize the incomplete data under various configuration settings. During the demo, the audience can use iCoDA to interactively explore the tableau patterns generated from incomplete data, with the flexibility of filtering and navigating through different granularity of these patterns. iCoDA supports various visualization methods to the audience for the display of tableau patterns. Overall, we will demonstrate that iCoDA provides sophisticated analysis of data completeness.
KW - Data completeness
KW - exploratory pattern analysis
KW - graph tableau discovery
KW - pattern visualization
UR - http://www.scopus.com/inward/record.url?scp=84901760062&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84901760062&partnerID=8YFLogxK
U2 - 10.1109/ICDE.2014.6816747
DO - 10.1109/ICDE.2014.6816747
M3 - Conference contribution
AN - SCOPUS:84901760062
SN - 9781479925544
T3 - Proceedings - International Conference on Data Engineering
SP - 1226
EP - 1229
BT - 2014 IEEE 30th International Conference on Data Engineering, ICDE 2014
Y2 - 31 March 2014 through 4 April 2014
ER -