A comparative analysis of methodologies for database schema integration
ACM Computing Surveys (CSUR)
Semantic interoperability in global information systems
ACM SIGMOD Record
Proverb: the probabilistic cruciverbalist
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Semantic integration of heterogeneous information sources
Data & Knowledge Engineering - Special issue on heterogeneous information resources need semantic access
Automatic segmentation of text into structured records
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Data-driven understanding and refinement of schema mappings
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Reconciling schemas of disparate data sources: a machine-learning approach
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Automatic repairing of web wrappers
Proceedings of the 3rd international workshop on Web information and data management
Learning to map between ontologies on the semantic web
Proceedings of the 11th international conference on World Wide Web
Machine Learning
Database intergration using neural networks: implementation and experiences
Knowledge and Information Systems
World Wide Web
Using Schema Matching to Simplify Heterogeneous Data Translation
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Rethinking Database System Architecture: Towards a Self-Tuning RISC-Style Database System
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Generic Schema Matching with Cupid
Proceedings of the 27th International Conference on Very Large Data Bases
Database Schema Matching Using Machine Learning with Feature Selection
CAiSE '02 Proceedings of the 14th International Conference on Advanced Information Systems Engineering
PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Comparison of Schema Matching Evaluations
Revised Papers from the NODe 2002 Web and Database-Related Workshops on Web, Web-Services, and Database Systems
The VLDB Journal — The International Journal on Very Large Data Bases
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Discovering Direct and Indirect Matches for Schema Elements
DASFAA '03 Proceedings of the Eighth International Conference on Database Systems for Advanced Applications
COOPIS '99 Proceedings of the Fourth IECIS International Conference on Cooperative Information Systems
A Schema Analysis and Reconciliation Tool Environment for Heterogeneous Databases
IDEAS '99 Proceedings of the 1999 International Symposium on Database Engineering & Applications
Semi-Automatic, Semantic Discovery of Properties from Database Schemes
IDEAS '98 Proceedings of the 1998 International Symposium on Database Engineering & Applications
On schema matching with opaque column names and data values
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
Attribute Classification Using Feature Analysis
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Recovery Oriented Computing (ROC): Motivation, Definition, Techniques,
Recovery Oriented Computing (ROC): Motivation, Definition, Techniques,
Machine learning for information extraction in informal domains
Machine learning for information extraction in informal domains
Learning to map between structured representations of data
Learning to map between structured representations of data
Learning to match ontologies on the Semantic Web
The VLDB Journal — The International Journal on Very Large Data Bases
Schema-guided wrapper maintenance for web-data extraction
WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
ToMAS: A System for Adapting Mappings while Schemas Evolve
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
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
Information-theoretic tools for mining database structure from large data sets
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
A formal study of information retrieval heuristics
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Discovering complex matchings across web query interfaces: a correlation mining approach
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Introduction to the special issue on semantic integration
ACM SIGMOD Record
ACM SIGMOD Record
Industrial-strength schema matching
ACM SIGMOD Record
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
Integrating Data from Disparate Sources: A Mass Collaboration Approach
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Robust Identification of Fuzzy Duplicates
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
DogmatiX tracks down duplicates in XML
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Database tuning advisor for microsoft SQL server 2005: demo
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Mapping maintenance for data integration systems
VLDB '05 Proceedings of the 31st international conference on Very large data bases
COMA: a system for flexible combination of schema matching approaches
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Self-managing technology in database management systems
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Wrapper maintenance: a machine learning approach
Journal of Artificial Intelligence Research
Category translation: learning to understand information on the internet
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Building data integration queries by demonstration
Proceedings of the 12th international conference on Intelligent user interfaces
Managing Uncertainty in Schema Matcher Ensembles
SUM '07 Proceedings of the 1st international conference on Scalable Uncertainty Management
Integration of Semantically Annotated Data by the KnoFuss Architecture
EKAW '08 Proceedings of the 16th international conference on Knowledge Engineering: Practice and Patterns
STBenchmark: towards a benchmark for mapping systems
Proceedings of the VLDB Endowment
Comparing and evaluating mapping systems with STBenchmark
Proceedings of the VLDB Endowment
A Flexible Approach for Planning Schema Matching Algorithms
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
Ten Challenges for Ontology Matching
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
Approximate Structure-Preserving Semantic Matching
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
Advances in Web Semantics I
Inexact matching of ontology graphs using expectation-maximization
Web Semantics: Science, Services and Agents on the World Wide Web
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the 18th ACM conference on Information and knowledge management
Collaborative schema construction using regular sequence types
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Rewrite techniques for performance optimization of schema matching processes
Proceedings of the 13th International Conference on Extending Database Technology
UFOme: An ontology mapping system with strategy prediction capabilities
Data & Knowledge Engineering
Protocol-aware matching of web service interfaces for adapter development
Proceedings of the 19th international conference on World wide web
Sequence disunification and its application in collaborative schema construction
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
A method for recommending ontology alignment strategies
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Tuning the ensemble selection process of schema matchers
Information Systems
Element similarity measures in XML schema matching
Information Sciences: an International Journal
Double-layered schema integration of heterogeneous XML sources
Journal of Systems and Software
Pattern-based mapping refinement
EKAW'10 Proceedings of the 17th international conference on Knowledge engineering and management by the masses
Multimedia metadata mapping: towards helping developers in their integration task
Proceedings of the 8th International Conference on Advances in Mobile Computing and Multimedia
XML data clustering: An overview
ACM Computing Surveys (CSUR)
Calibration alternatives in schema matching
AIASABEBI'11 Proceedings of the 11th WSEAS international conference on Applied informatics and communications, and Proceedings of the 4th WSEAS International conference on Biomedical electronics and biomedical informatics, and Proceedings of the international conference on Computational engineering in systems applications
Rule-based construction of matching processes
Proceedings of the 20th ACM international conference on Information and knowledge management
Automatic configuration selection using ontology matching task profiling
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
An evolutionary approach to complex schema matching
Information Systems
Non-binary evaluation for schema matching
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Matching Attributes across Overlapping Heterogeneous Data Sources Using Mutual Information
Journal of Database Management
Ontology alignment using artificial neural network for large-scale ontologies
International Journal of Metadata, Semantics and Ontologies
MatchBench: benchmarking schema matching algorithms for schematic correspondences
BNCOD'13 Proceedings of the 29th British National conference on Big Data
Schema matching prediction with applications to data source discovery and dynamic ensembling
The VLDB Journal — The International Journal on Very Large Data Bases
Optimizing ontology alignment through Memetic Algorithm based on Partial Reference Alignment
Expert Systems with Applications: An International Journal
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Most recent schema matching systems assemble multiple components, each employing a particular matching technique. The domain user mustthen tune the system: select the right component to be executed and correctly adjust their numerous “knobs” (e.g., thresholds, formula coefficients). Tuning is skill and time intensive, but (as we show) without it the matching accuracy is significantly inferior. We describe eTuner, an approach to automatically tune schema matching systems. Given a schema S, we match S against synthetic schemas, for which the ground truth mapping is known, and find a tuning that demonstrably improves the performance of matching S against real schemas. To efficiently search the huge space of tuning configurations, eTuner works sequentially, starting with tuning the lowest level components. To increase the applicability of eTuner, we develop methods to tune a broad range of matching components. While the tuning process is completely automatic, eTuner can also exploit user assistance (whenever available) to further improve the tuning quality. We employed eTuner to tune four recently developed matching systems on several real-world domains. The results show that eTuner produced tuned matching systems that achieve higher accuracy than using the systems with currently possible tuning methods.