We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
Protecting business intelligence and customer privacy while outsourcing data mining tasks.
- Authors
Qiu, Ling; Li, Yingjiu; Wu, Xintao
- Abstract
Nowadays data mining plays an important role in decision making. Since many organizations do not possess the in-house expertise of data mining, it is beneficial to outsource data mining tasks to external service providers. However, most organizations hesitate to do so due to the concern of loss of business intelligence and customer privacy. In this paper, we present a Bloom filter based solution to enable organizations to outsource their tasks of mining association rules, at the same time, protect their business intelligence and customer privacy. Our approach can achieve high precision in data mining by trading-off the storage requirement.
- Subjects
DATA mining; DECISION making; BUSINESS intelligence; BUSINESS ethics; ORGANIZATION
- Publication
Knowledge & Information Systems, 2008, Vol 17, Issue 1, p99
- ISSN
0219-1377
- Publication type
Article
- DOI
10.1007/s10115-007-0113-3