On the representation and querying of sets of possible worlds
SIGMOD '87 Proceedings of the 1987 ACM SIGMOD international conference on Management of data
A probabilistic framework for vague queries and imprecise information in databases
Proceedings of the sixteenth international conference on Very large databases
Anchoring data quality dimensions in ontological foundations
Communications of the ACM
Computers and Intractability; A Guide to the Theory of NP-Completeness
Computers and Intractability; A Guide to the Theory of NP-Completeness
The Management of Probabilistic Data
IEEE Transactions on Knowledge and Data Engineering
The Eigentrust algorithm for reputation management in P2P networks
WWW '03 Proceedings of the 12th international conference on World Wide Web
Adaptive filters for continuous queries over distributed data streams
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
SCADA systems: vulnerabilities and remediation
Journal of Computing Sciences in Colleges
Working Models for Uncertain Data
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
ACM Transactions on Information and System Security (TISSEC)
Data Quality and Query Cost in Wireless Sensor Networks
PERCOMW '07 Proceedings of the Fifth IEEE International Conference on Pervasive Computing and Communications Workshops
Century: Automated Aspects of Patient Care
RTCSA '07 Proceedings of the 13th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications
High-Assurance Integrity Techniques for Databases
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
Using Resampling for Optimizing Continuous Queries in Wireless Sensor Networks
ISDA '08 Proceedings of the 2008 Eighth International Conference on Intelligent Systems Design and Applications - Volume 01
Advances and Challenges for Scalable Provenance in Stream Processing Systems
Provenance and Annotation of Data and Processes
Exploiting Lineage for Confidence Computation in Uncertain and Probabilistic Databases
ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
Social and Economic Networks
Query Processing Techniques for Compliance with Data Confidence Policies
SDM '09 Proceedings of the 6th VLDB Workshop on Secure Data Management
Assessing the trustworthiness of location data based on provenance
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Towards low overhead provenance tracking in near real-time stream filtering
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
A stakeholder analysis of interoperable data architecture: the case of I-Choose
Proceedings of the 13th Annual International Conference on Digital Government Research
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Today, more than ever, there is a critical need to share data within and across organizations so that analysts and decision makers can analyze and mine the data, and make effective decisions. However, in order for analysts and decision makers to produce accurate analysis and make effective decisions and take actions, data must be trustworthy. Therefore, it is critical that data trustworthiness issues, which also include data quality, provenance and lineage, be investigated for organizational data sharing, situation assessment, multi-sensor data integration and numerous other functions to support decision makers and analysts. The problem of providing trustworthy data to users is an inherently difficult problem that requires articulated solutions combining different methods and techniques. In the paper we first elaborate on the data trustworthiness challenge and discuss a framework to address this challenge. We then present an initial approach for assess the trustworthiness of streaming data and discuss open research directions.