Abstract
As the sciences have become increasingly data driven, it is clear that information integration is critical to their advancement. By integrating diverse data, we can allow biologists to discover big-picture patterns or behaviors, or to do comparative analyses among different organisms or systems. By enabling collaborative editing and annotation of integrated data — incorporating contributions from parties with different viewpoints — we can facilitate higher-quality, better-understood data. One of the open challenges, however, lies in developing the right architectures and models for supporting effective data integration and exchange in science.
This is a preview of subscription content, log in via an institution to check access.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Benjelloun, O., Sarma, A.D., Halevy, A.Y., Widom, J.: ULDBs: Databases with uncertainty and lineage. In: VLDB (2006)
Buneman, P., Khanna, S., Tan, W.C.: Why and where: A characterization of data provenance. In: Van den Bussche, J., Vianu, V. (eds.) ICDT 2001. LNCS, vol. 1973, pp. 316–330. Springer, Heidelberg (2000)
Chiticariu, L., Tan, W.-C.: Debugging schema mappings with routes. In: VLDB (2006)
Cui, Y.: Lineage Tracing in Data Warehouses. PhD thesis, Stanford University (2001)
Fagin, R., Kolaitis, P., Miller, R.J., Popa, L.: Data exchange: Semantics and query answering. Theoretical Computer Science 336, 89–124 (2005)
Green, T.J., Karvounarakis, G., Tannen, V.: Provenance semirings. In: PODS (2007)
Halevy, A.Y., Ives, Z.G., Suciu, D., Tatarinov, I.: Schema mediation in peer data management systems. In: ICDE (March 2003)
Hristidis, V., Papakonstantinou, Y.: Discover: Keyword search in relational databases. In: VLDB (2002)
Kacholia, V., Pandit, S., Chakrabarti, S., Sudarshan, S., Desai, R., Karambelkar, H.: Bidirectional expansion for keyword search on graph databases. In: VLDB (2005)
Kementsietsidis, A., Arenas, M., Miller, R.J.: Mapping data in peer-to-peer systems: Semantics and algorithmic issues. In: SIGMOD (June 2003)
Talukdar, P.P., Jacob, M., Mehmood, M.S., Crammer, K., Ives, Z.G., Pereira, F., Guha, S.: Learning to create data-integrating queries. In: VLDB (2008)
Taylor, N.E., Ives, Z.G.: Reconciling while tolerating disagreement in collaborative data sharing. In: SIGMOD (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Ives, Z.G. (2009). Data Integration and Exchange for Scientific Collaboration. In: Paton, N.W., Missier, P., Hedeler, C. (eds) Data Integration in the Life Sciences. DILS 2009. Lecture Notes in Computer Science(), vol 5647. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02879-3_1
Download citation
DOI: https://doi.org/10.1007/978-3-642-02879-3_1
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-02878-6
Online ISBN: 978-3-642-02879-3
eBook Packages: Computer ScienceComputer Science (R0)