Incomplete Information in Relational Databases
Journal of the ACM (JACM)
ProbView: a flexible probabilistic database system
ACM Transactions on Database Systems (TODS)
Speeding up inferences using relevance reasoning: a formalism and algorithms
Artificial Intelligence - Special issue on relevance
Probabilistic frame-based systems
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Consistent query answers in inconsistent databases
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Tracing the lineage of view data in a warehousing environment
ACM Transactions on Database Systems (TODS)
Reconciling schemas of disparate data sources: a machine-learning approach
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Data integration: a theoretical perspective
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Foundations of Databases: The Logical Level
Foundations of Databases: The Logical Level
The Management of Probabilistic Data
IEEE Transactions on Knowledge and Data Engineering
Bundles in Captivity: An Application of Superimposed Information
Proceedings of the 17th International Conference on Data Engineering
Dependency Satisfaction in Databases with Incomplete Information
VLDB '84 Proceedings of the 10th International Conference on Very Large Data Bases
DTL's DataSpot: Database Exploration Using Plain Language
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Querying Heterogeneous Information Sources Using Source Descriptions
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Superimposed Schematics: Introducing E-R Structure for In-Situ Information Selections
ER '02 Proceedings of the 21st International Conference on Conceptual Modeling
Answering queries using views: A survey
The VLDB Journal — The International Journal on Very Large Data Bases
Interactive deduplication using active learning
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Lineage tracing for general data warehouse transformations
The VLDB Journal — The International Journal on Very Large Data Bases
Optimal implementation of conjunctive queries in relational data bases
STOC '77 Proceedings of the ninth annual ACM symposium on Theory of computing
Stuff I've seen: a system for personal information retrieval and re-use
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
XRANK: ranked keyword search over XML documents
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Statistical schema matching across web query interfaces
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
DBXplorer: A System for Keyword-Based Search over Relational Databases
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Keyword Searching and Browsing in Databases using BANKS
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Putting integrated information in context: superimposing conceptual models with SPARCE
APCCM '04 Proceedings of the first Asian-Pacific conference on Conceptual modelling - Volume 31
Labeling images with a computer game
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of the 7th International Workshop on the Web and Databases: colocated with ACM SIGMOD/PODS 2004
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Schema mappings, data exchange, and metadata management
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
ConQuer: efficient management of inconsistent databases
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Structure and content scoring for XML
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Answering queries from statistics and probabilistic views
VLDB '05 Proceedings of the 31st international conference on Very large data bases
PRL: A probabilistic relational language
Machine Learning
Working Models for Uncertain Data
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
Reconciling while tolerating disagreement in collaborative data sharing
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Efficient IR-style keyword search over relational databases
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Efficient query evaluation on probabilistic databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
An annotation management system for relational databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Data integration: the teenage years
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Model management 2.0: manipulating richer mappings
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Making database systems usable
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Homeviews: peer-to-peer middleware for personal data sharing applications
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Information integration and dissemination for disaster data management
dg.o '07 Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains
Management of probabilistic data: foundations and challenges
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
iTrails: pay-as-you-go information integration in dataspaces
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Data integration with uncertainty
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Expressive probabilistic description logics
Artificial Intelligence
Report on the First VLDB Workshop on Management of Uncertain Data (MUD)
ACM SIGMOD Record
UQBE: uncertain query by example for web service mashup
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Information integration in the enterprise
Communications of the ACM - Enterprise information integration: and other tools for merging data
Research on personal dataspace management
Proceedings of the 2nd SIGMOD PhD workshop on Innovative database research
Data Integration in the Life Sciences: Fun, Findings and Frustrations
DILS '08 Proceedings of the 5th international workshop on Data Integration in the Life Sciences
State of the nation in data integration for bioinformatics
Journal of Biomedical Informatics
RDF-3X: a RISC-style engine for RDF
Proceedings of the VLDB Endowment
A first tutorial on dataspaces
Proceedings of the VLDB Endowment
Implementing filesystems by tree-aware DBMSs
Proceedings of the VLDB Endowment
Wildcards for lightweight information integration in virtual desktops
Proceedings of the 17th ACM conference on Information and knowledge management
Managing uncertainty and vagueness in description logics for the Semantic Web
Web Semantics: Science, Services and Agents on the World Wide Web
Towards a theory of search queries
Proceedings of the 12th International Conference on Database Theory
Information extraction challenges in managing unstructured data
ACM SIGMOD Record
A framework for fine-grained data integration and curation, with provenance, in a dataspace
TAPP'09 First workshop on on Theory and practice of provenance
Data integration with uncertainty
The VLDB Journal — The International Journal on Very Large Data Bases
"Pay-as-You-Go" Processing for Tracing Queries in a P2P Record Exchange System
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Proceedings of the twenty-eighth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Scalable join processing on very large RDF graphs
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Keyword search on structured and semi-structured data
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Intelligent dataspaces for e-science
CIMMACS'08 Proceedings of the 7th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Defining and Using Schematic Correspondences for Automatically Generating Schema Mappings
CAiSE '09 Proceedings of the 21st International Conference on Advanced Information Systems Engineering
BNCOD 26 Proceedings of the 26th British National Conference on Databases: Dataspace: The Final Frontier
Provenance in Databases: Why, How, and Where
Foundations and Trends in Databases
Data Modeling in Dataspace Support Platforms
Conceptual Modeling: Foundations and Applications
New Challenges in Information Integration
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Efficient keyword proximity search using a frontier-reduce strategy based on d-distance graph index
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Cooperative update exchange in the Youtopia system
Proceedings of the VLDB Endowment
Entity-aware query processing for heterogeneous data with uncertainty and correlations
Proceedings of the 2009 EDBT/ICDT Workshops
The RDF-3X engine for scalable management of RDF data
The VLDB Journal — The International Journal on Very Large Data Bases
Feedback-based annotation, selection and refinement of schema mappings for dataspaces
Proceedings of the 13th International Conference on Extending Database Technology
Automation everywhere: autonomics and data management
BNCOD'07 Proceedings of the 24th British national conference on Databases
Traceable P2P record exchange based on database technologies
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
A Survey on Uncertainty Management in Data Integration
Journal of Data and Information Quality (JDIQ)
From information to knowledge: harvesting entities and relationships from web sources
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Sampling dirty data for matching attributes
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Querying structured information sources on the Web
International Journal of Metadata, Semantics and Ontologies
Towards a theory of search queries
ACM Transactions on Database Systems (TODS)
Research proposal for distributed deep web search
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
Towards large-scale scientific dataspaces for e-science applications
DASFAA'10 Proceedings of the 15th international conference on Database systems for advanced applications
Trustworthy information: concepts and mechanisms
WAIM'10 Proceedings of the 11th international conference on Web-age information management
On-the-fly entity-aware query processing in the presence of linkage
Proceedings of the VLDB Endowment
Query processing with materialized views in a traceable P2P record exchange framework
WAIM'10 Proceedings of the 2010 international conference on Web-age information management
Efficient entity resolution for large heterogeneous information spaces
Proceedings of the fourth ACM international conference on Web search and data mining
Manual and automatic semantic annotation of web documents: the FLERSA tool
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Pay-as-you-go mapping selection in dataspaces
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
LinkDB: a probabilistic linkage database system
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
RW'11 Proceedings of the 7th international conference on Reasoning web: semantic technologies for the web of data
SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases
Layered graph data model for data management of dataspace support platform
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Simulation based analysis for a traceable P2P record exchange framework
Globe'11 Proceedings of the 4th international conference on Data management in grid and peer-to-peer systems
A call to arms: revisiting database design
ACM SIGMOD Record
Beauty and the beast: the theory and practice of information integration
ICDT'07 Proceedings of the 11th international conference on Database Theory
Beyond 100 million entities: large-scale blocking-based resolution for heterogeneous data
Proceedings of the fifth ACM international conference on Web search and data mining
Searching web data: An entity retrieval and high-performance indexing model
Web Semantics: Science, Services and Agents on the World Wide Web
Search Computing
DSToolkit: an architecture for flexible dataspace management
Transactions on Large-Scale Data- and Knowledge-Centered Systems V
Pay-as-you-go data integration for linked data: opportunities, challenges and architectures
SWIM '12 Proceedings of the 4th International Workshop on Semantic Web Information Management
An assertion retrieval algebra for object queries over knowledge bases
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Leveraging matching dependencies for guided user feedback in linked data applications
Proceedings of the Ninth International Workshop on Information Integration on the Web
3SEPIAS: A Semi-Structured Search Engine for Personal Information in dAtaspace System
Information Sciences: an International Journal
Towards a novel desktop search technique
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Bridging the gaps towards advanced data discovery over semi-structured data
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Indexing dataspaces with partitions
World Wide Web
Incrementally improving dataspaces based on user feedback
Information Systems
Discovery querying in linked open data
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Comparable dependencies over heterogeneous data
The VLDB Journal — The International Journal on Very Large Data Bases
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The most acute information management challenges today stem from organizations relying on a large number of diverse, interrelated data sources, but having no means of managing them in a convenient, integrated, or principled fashion. These challenges arise in enterprise and government data management, digital libraries, "smart" homes and personal information management. We have proposed dataspaces as a data management abstraction for these diverse applications and DataSpace Support Platforms (DSSPs) as systems that should be built to provide the required services over dataspaces. Unlike data integration systems, DSSPs do not require full semantic integration of the sources in order to provide useful services. This paper lays out specific technical challenges to realizing DSSPs and ties them to existing work in our field. We focus on query answering in DSSPs, the DSSP's ability to introspect on its content, and the use of human attention to enhance the semantic relationships in a dataspace.