TY - GEN
T1 - A fair data market system with data quality evaluation and repairing recommendation
AU - Ding, Xiaoou
AU - Wang, Hongzhi
AU - Zhang, Dan
AU - Li, Jianzhong
AU - Gao, Hong
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2015.
PY - 2015
Y1 - 2015
N2 - With the development of data market, data resources play a key role as the part of business resources. However, existing data markets are too simple to reveal the real data values in practical application. Motivated by the effectiveness and fairness of the data market, we develop a fair data market system that takes data quality into consideration. In our system, we design a fair data price evaluation mechanism, which aims at meeting the needs of both supply and demand. For the data quality issues in the data market, several critical factors, including accuracy, completeness, consistency, and currency, are integrated in order to show comprehensive assessment of the data. Moreover, our system can also provide data repairing recommendation based on data quality evaluation.
AB - With the development of data market, data resources play a key role as the part of business resources. However, existing data markets are too simple to reveal the real data values in practical application. Motivated by the effectiveness and fairness of the data market, we develop a fair data market system that takes data quality into consideration. In our system, we design a fair data price evaluation mechanism, which aims at meeting the needs of both supply and demand. For the data quality issues in the data market, several critical factors, including accuracy, completeness, consistency, and currency, are integrated in order to show comprehensive assessment of the data. Moreover, our system can also provide data repairing recommendation based on data quality evaluation.
UR - https://www.scopus.com/pages/publications/84950283992
U2 - 10.1007/978-3-319-25255-1_70
DO - 10.1007/978-3-319-25255-1_70
M3 - 会议稿件
AN - SCOPUS:84950283992
SN - 9783319252544
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 855
EP - 858
BT - Web Technologies and Applications - 17th Asia-PacificWeb Conference,APWeb 2015, Proceedings
A2 - Cheng, Reynold
A2 - Cui, Bin
A2 - Zhang, Zhenjie
A2 - Cai, Ruichu
A2 - Xu, Jia
PB - Springer Verlag
T2 - 17th Asia-PacificWeb Conference, APWeb 2015
Y2 - 18 September 2015 through 20 September 2015
ER -