TY - GEN
T1 - Web-based techniques for automatically detecting and correcting information errors in a database
AU - Liu, Hailong
AU - Li, Zhanhuai
AU - Jin, Cheqing
AU - Chen, Qun
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016
Y1 - 2016
N2 - It is critical to detect and correct information errors effectively to achieve higher data quality in many applications. Most existing techniques only use the intrinsic information to detect and correct a database, provided that data is adequate and well-structured. These techniques will not work properly if there is no sufficient data available. Integrating the information from external sources, like the World Wide Web (WWW), can help us overcome the shortcomings of existing techniques to a great extent. In this paper, we introduce our on-going work that is capable of detecting and correcting data errors in a database by integrating external information from the WWW. The goal of our research is to pursuit another effective way to enhance information quality.
AB - It is critical to detect and correct information errors effectively to achieve higher data quality in many applications. Most existing techniques only use the intrinsic information to detect and correct a database, provided that data is adequate and well-structured. These techniques will not work properly if there is no sufficient data available. Integrating the information from external sources, like the World Wide Web (WWW), can help us overcome the shortcomings of existing techniques to a great extent. In this paper, we introduce our on-going work that is capable of detecting and correcting data errors in a database by integrating external information from the WWW. The goal of our research is to pursuit another effective way to enhance information quality.
UR - https://www.scopus.com/pages/publications/84964682965
U2 - 10.1109/BIGCOMP.2016.7425923
DO - 10.1109/BIGCOMP.2016.7425923
M3 - 会议稿件
AN - SCOPUS:84964682965
T3 - 2016 International Conference on Big Data and Smart Computing, BigComp 2016
SP - 261
EP - 264
BT - 2016 International Conference on Big Data and Smart Computing, BigComp 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - International Conference on Big Data and Smart Computing, BigComp 2016
Y2 - 18 January 2016 through 20 January 2016
ER -