Supporting schema integration by linguistic instruments
Data & Knowledge Engineering - Special issue natural language for data bases
An estimator of the mutual information based on a criterion for independence
Computational Statistics & Data Analysis
Data & Knowledge Engineering
Data integration using similarity joins and a word-based information representation language
ACM Transactions on Information Systems (TOIS)
Intensional and extensional integration and abstraction of heterogeneous databases
Data & Knowledge Engineering
Discovering and reconciling value conflicts for numerical data integration
Information Systems - Data extraction, cleaning and reconciliation
Modern Information Retrieval
DIRECT: a system for mining data value conversion rules from disparate data sources
Decision Support Systems
Comparison of Schema Matching Evaluations
Revised Papers from the NODe 2002 Web and Database-Related Workshops on Web, Web-Services, and Database Systems
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Information Systems Research
On schema matching with opaque column names and data values
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Instance-based attribute identification in database integration
The VLDB Journal — The International Journal on Very Large Data Bases
An interactive clustering-based approach to integrating source query interfaces on the deep Web
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
iMAP: discovering complex semantic matches between database schemas
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Schema Matching Using Duplicates
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Semantic-integration research in the database community
AI Magazine - Special issue on semantic integration
Automatic complex schema matching across Web query interfaces: A correlation mining approach
ACM Transactions on Database Systems (TODS)
An information retrieval approach to ontology mapping
Data & Knowledge Engineering - Special issue: Application of natural language to information systems (NLDB04)
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
ACM SIGMOD Record
eTuner: tuning schema matching software using synthetic scenarios
The VLDB Journal — The International Journal on Very Large Data Bases
Information retrieval and machine learning for probabilistic schema matching
Information Processing and Management: an International Journal
Why is schema matching tough and what can we do about it?
ACM SIGMOD Record
A composite approach to automating direct and indirect schema mappings
Information Systems
Combining schema and instance information for integrating heterogeneous data sources
Data & Knowledge Engineering
Matching large schemas: Approaches and evaluation
Information Systems
Rank Aggregation for Automatic Schema Matching
IEEE Transactions on Knowledge and Data Engineering
Exploring Attribute Correspondences Across Heterogeneous Databases by Mutual Information
Journal of Management Information Systems
Instance-based schema matching for web databases by domain-specific query probing
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Quickmig: automatic schema matching for data migration projects
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Schema mapping verification: the spicy way
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Data & Knowledge Engineering
Validation of mappings between schemas
Data & Knowledge Engineering
PORSCHE: Performance ORiented SCHEma mediation
Information Systems
Matching large ontologies: A divide-and-conquer approach
Data & Knowledge Engineering
Schema Matching Using Interattribute Dependencies
IEEE Transactions on Knowledge and Data Engineering
LOM: a linguistic ontology matcher based on information retrieval
Journal of Information Science
Semantic matching: algorithms and implementation
Journal on data semantics IX
Holistic schema matching for web query interfaces
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
A survey of schema-based matching approaches
Journal on Data Semantics IV
Language independent semantic kernels for short-text classification
Expert Systems with Applications: An International Journal
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Identifying matching attributes across heterogeneous data sources is a critical and time-consuming step in integrating the data sources. In this paper, the author proposes a method for matching the most frequently encountered types of attributes across overlapping heterogeneous data sources. The author uses mutual information as a unified measure of dependence on various types of attributes. An example is used to demonstrate the utility of the proposed method, which is useful in developing practical attribute matching tools.