DBXplorer: enabling keyword search over relational databases
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Searching web databases by structuring keyword-based queries
Proceedings of the eleventh international conference on Information and knowledge management
XRANK: ranked keyword search over XML documents
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Keyword-based queries over web databases
Effective databases for text & document management
Personalization of Queries in Database Systems
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
The effectiveness of automatically structured queries in digital libraries
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SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
On the integration of structure indexes and inverted lists
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A Bayesian network approach to searching Web databases through keyword-based queries
Information Processing and Management: an International Journal - Special issue: Bayesian networks and information retrieval
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Concept-based querying in mediator systems
The VLDB Journal — The International Journal on Very Large Data Bases
Bidirectional expansion for keyword search on graph databases
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Quality-driven approximate methods for integrating GIS data
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Database selection in intranet mediators for natural language queries
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Interconnection semantics for keyword search in XML
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Keyword Proximity Search in XML Trees
IEEE Transactions on Knowledge and Data Engineering
Principles of dataspace systems
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VLDB '06 Proceedings of the 32nd international conference on Very large data bases
NUITS: a novel user interface for efficient keyword search over databases
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Probabilistic information retrieval approach for ranking of database query results
ACM Transactions on Database Systems (TODS)
Query result ranking over e-commerce web databases
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Information Processing and Management: an International Journal
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Spark: top-k keyword query in relational databases
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Efficient query evaluation on probabilistic databases
The VLDB Journal — The International Journal on Very Large Data Bases
CLASCN: candidate network selection for efficient top-k keyword queries over databases
Journal of Computer Science and Technology
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Objectrank: authority-based keyword search in databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Efficient query evaluation on probabilistic databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Effective keyword search for valuable lcas over xml documents
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Authority-based keyword search in databases
ACM Transactions on Database Systems (TODS)
Synthesizing structured text from logical database subsets
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Efficiently enumerating results of keyword search over data graphs
Information Systems
SQAK: doing more with keywords
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
CXLEngine: a comprehensive XML loosely structured search engine
DataX '08 Proceedings of the 2008 EDBT workshop on Database technologies for handling XML information on the web
Query Planning for Searching Inter-dependent Deep-Web Databases
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Superimposed Code-Based Indexing Method for Extracting MCTs from XML Documents
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Relaxation in text search using taxonomies
Proceedings of the VLDB Endowment
An effective and versatile keyword search engine on heterogenous data sources
Proceedings of the VLDB Endowment
Dynamic faceted search for discovery-driven analysis
Proceedings of the 17th ACM conference on Information and knowledge management
ER '08 Proceedings of the 27th International Conference on Conceptual Modeling
Towards an integrated framework for querying collection of heterogeneous data
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Data clouds: summarizing keyword search results over structured data
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
CourseCloud: summarizing and refining keyword searches over structured data
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SUITS: Faceted User Interface for Constructing Structured Queries from Keywords
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Hierarchical result views for keyword queries over relational databases
Proceedings of the First International Workshop on Keyword Search on Structured Data
Keyword search in databases: the power of RDBMS
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Efficient type-ahead search on relational data: a TASTIER approach
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Keyword search over relational tables and streams
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Efficient IR-Style Search over Web Services
CAiSE '09 Proceedings of the 21st International Conference on Advanced Information Systems Engineering
A practical method for browsing a relational database using a standard search engine
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Data Modeling in Dataspace Support Platforms
Conceptual Modeling: Foundations and Applications
SAIL: Structure-aware indexing for effective and progressive top-k keyword search over XML documents
Information Sciences: an International Journal
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
3se: a semi-structured search engine for heterogeneous data in graph model
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Structure-aware indexing for keyword search in databases
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MING: mining informative entity relationship subgraphs
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Structured search result differentiation
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EasyKSORD: A Platform of Keyword Search Over Relational Databases
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
Supporting data exploration in databases
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
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Fast ELCA computation for keyword queries on XML data
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DB-enabled peers for managing distributed data
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
WSXplorer: searching for desired web services
CAiSE'07 Proceedings of the 19th international conference on Advanced information systems engineering
Efficient keyword search over data-centric XML documents
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Graph-based concept identification and disambiguation for enterprise search
Proceedings of the 19th international conference on World wide web
ITREKS: keyword search over relational database by indexing tuple relationship
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
QuickCN: a combined approach for efficient keyword search over databases
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Keyword based indexing and searching over storage resource broker
OTM'07 Proceedings of the 2007 OTM confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part II
SPARK: adapting keyword query to semantic search
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
A novel XML keyword query approach using entity subtree
Journal of Systems and Software
Supporting keyword queries on structured databases with limited search interfaces
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Querying structured information sources on the Web
International Journal of Metadata, Semantics and Ontologies
Web services discovery and rank: An information retrieval approach
Future Generation Computer Systems
Querying Wikipedia documents and relationships
Procceedings of the 13th International Workshop on the Web and Databases
Keyword search across databases and documents
Proceedings of the 2nd International Workshop on Keyword Search on Structured Data
A multi-agent based system for e-procurement exception management
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Ranking objects based on attribute value correlation
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
An effective 3-in-1 keyword search method over heterogeneous data sources
Information Systems
Ten thousand SQLs: parallel keyword queries computing
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XRCJ: supporting keyword search in XML and relation co-occurrence
WAIM'10 Proceedings of the 2010 international conference on Web-age information management
A probabilistic approach for automatically filling form-based web interfaces
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Using structural information in XML keyword search effectively
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Scalable keyword search on large data streams
The VLDB Journal — The International Journal on Very Large Data Bases
Providing built-in keyword search capabilities in RDBMS
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Context-sensitive document ranking
Journal of Computer Science and Technology
Keyword-based, context-aware selection of natural language query patterns
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Facet discovery for structured web search: a query-log mining approach
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Keyword search over relational databases: a metadata approach
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An agent based approach for exception handling in e-procurement management
Expert Systems with Applications: An International Journal
Automatically generating structured queries in XML keyword search
INEX'10 Proceedings of the 9th international conference on Initiative for the evaluation of XML retrieval: comparative evaluation of focused retrieval
Keyword-Driven SPARQL Query Generation Leveraging Background Knowledge
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
DC proposal: automatically transforming keyword queries to SPARQL on large-scale knowledge bases
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
Finding relevant information of certain types from enterprise data
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Database and information retrieval techniques for XML
ASIAN'05 Proceedings of the 10th Asian Computing Science conference on Advances in computer science: data management on the web
A Hidden markov model approach to keyword-based search over relational databases
ER'11 Proceedings of the 30th international conference on Conceptual modeling
An approach towards automatic workflow composition through information retrieval
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Mapping queries to the Linking Open Data cloud: A case study using DBpedia
Web Semantics: Science, Services and Agents on the World Wide Web
REX: explaining relationships between entity pairs
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PreCN: preprocessing candidate networks for efficient keyword search over databases
WISE'06 Proceedings of the 7th international conference on Web Information Systems
An enhanced search interface for information discovery from digital libraries
ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
Si-SEEKER: ontology-based semantic search over databases
KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management
Keyword search on hybrid XML-relational databases using XRjoin
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
A system for keyword search on hybrid XML-relational databases using XRjoin
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
Comprehensible answers to précis queries
CAiSE'06 Proceedings of the 18th international conference on Advanced Information Systems Engineering
Searching web data: An entity retrieval and high-performance indexing model
Web Semantics: Science, Services and Agents on the World Wide Web
Semantic-Distance based clustering for XML keyword search
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Index-Based keyword search in mediator systems
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Analyzing the properties of XML fragments decomposed from the INEX document collection
INEX'04 Proceedings of the Third international conference on Initiative for the Evaluation of XML Retrieval
AccKW: an efficient access control scheme for keyword-based search over RDBMS
DNIS'10 Proceedings of the 6th international conference on Databases in Networked Information Systems
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
KESOSD: keyword search over structured data
KEYS '12 Proceedings of the Third International Workshop on Keyword Search on Structured Data
A schema-driven approach for knowledge-oriented retrieval and query formulation
KEYS '12 Proceedings of the Third International Workshop on Keyword Search on Structured Data
Integrating and querying source code of programs working on a database
KEYS '12 Proceedings of the Third International Workshop on Keyword Search on Structured Data
KEYS '12 Proceedings of the Third International Workshop on Keyword Search on Structured Data
Scalable top-k keyword search in relational databases
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part II
SODA: generating SQL for business users
Proceedings of the VLDB Endowment
Pay-as-You-Go ranking of schema mappings using query logs
DILS'12 Proceedings of the 8th international conference on Data Integration in the Life Sciences
3SEPIAS: A Semi-Structured Search Engine for Personal Information in dAtaspace System
Information Sciences: an International Journal
Querying external source code files of programs connecting to a relational database
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Towards a novel desktop search technique
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Keyword search on form results
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient and Effective Aggregate Keyword Search on Relational Databases
International Journal of Data Warehousing and Mining
Database Keyword Search: A Perspective from Optimization
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Reverse engineering complex join queries
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Answering Top-k Keyword Queries on Relational Databases
International Journal of Information Retrieval Research
Supporting keyword search in product database: a probabilistic approach
Proceedings of the VLDB Endowment
Enabling keyword search on Linked Data repositories: An ontology-based approach
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 1 of 2
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Keyword-based search has been popularized by Internet search engines. While traditional database management systems offer powerful query languages, they do not allow keyword-based search. In this paper, we discuss DBXplorer, a system that enables keyword-based search in relational databases. DBXplorer has been implemented using a commercial relational database and web server and allows users to interact via a browser front-end. We outline the challenges and discuss the implementation of our system including the results of extensive experimental evaluation.