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Meaningful keyword search in relational databases with large and complex schema

Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
2015 2015 IEEE 31st International Conference on Data Engineering  
An answer is a join tree of tuples that contains the query keywords. We present a new framework for finding meaningful answers to the keyword search problem over databases with complex schema.  ...  Keyword search in databases helps users who are not familiar with the database schema or a query language to explore the database efficiently.  ...  In this paper, we use schema-based ranking to solve the problem of keyword search over relational databases.  ... 
doi:10.1109/icde.2015.7113302 dblp:conf/icde/KargarACGSY15 fatcat:5a7ntinhgfadnfekcwgwcrwexy

An Empirical Study of Effective and Versatile Keyword Query Search

Tejashree R. Shinde, Prof. Sanchika A. Bajpai
2015 International Journal of Engineering Research and  
In this information searching is done with the help of keyword which is known as query keyword and searching is called as keyword searching.  ...  A huge amount of research work focusing on the keyword searching, retrieval and query processing has been done in the relational database.  ...  Schema-based approaches support keyword search over relational databases by direct execution of SQL commands.  ... 
doi:10.17577/ijertv4is050573 fatcat:ogylhz7p6rh7blto7nszeatjuu

MeanKS

Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
2014 Proceedings of the 2014 ACM SIGMOD international conference on Management of data - SIGMOD '14  
However, this is not sufficient when searching a complex schema. We demonstrate MeanKS, a new system for meaningful keyword search over relational databases.  ...  An answer is a join tree of tuples that contains the query keywords. When searching a database with a complex schema, there are potentially many answers to the query.  ...  Keyword search over databases can bridge this gap.  ... 
doi:10.1145/2588555.2594533 dblp:conf/sigmod/KargarACGSY14 fatcat:3vh54nlqmfgrditikha6h5zxpu

Schema and Design Free Keyword Search Interfaces for XML Databases

Ramesh Eluri, M.Rammohan Rao, M Brahmaiah, V Rajesh
2020 Figshare  
(IR) style keyword search on the web, keyword search on XML has emerged recently, which is schema independent approach and allows all the user to query XML databases by using keyword combination without  ...  the knowledge of complex query languages and the database schema.  ...  It is a user friendly way to query XML databases since it allows users to pose queries without the knowledge of complex query languages and the database schema.  ... 
doi:10.6084/m9.figshare.12236582.v1 fatcat:nxy6cygb55bh7nqhwutlbfd3m4

Schema-Independence in XML Keyword Search [chapter]

Thuy Ngoc Le, Zhifeng Bao, Tok Wang Ling
2014 Lecture Notes in Computer Science  
XML keyword search has attracted a lot of interests with typical search based on lowest common ancestor (LCA).  ...  However, in this paper, we show that meaningful answers can be found beyond LCA and should be independent from schema designs of the same data content.  ...  Keyword search is a user-friendly way so that users can issue keyword queries without or with little knowledge about the schema of the underlying data.  ... 
doi:10.1007/978-3-319-12206-9_6 fatcat:lj3g4y3twndildhwd6wfafjkxe

A Survey of Algorithms for Keyword Search on Graph Data [chapter]

Haixun Wang, Charu C. Aggarwal
2010 Managing and Mining Graph Data  
Keyword Search over Relational Databases: Keyword search on relational databases [1, 3, 18, 16, 26] has attracted much interest.  ...  In this survey, we discuss methods of keyword search on schema graphs, which are abstract representation for XML data and relational data, and methods of keyword search on schema-free graphs.  ...  Because of the underlying graph structure, keyword search over graph data is much more complex than keyword search over documents.  ... 
doi:10.1007/978-1-4419-6045-0_8 dblp:series/ads/WangA10 fatcat:7qain3m47vca5haasx5xxgzqwi

FreeQ

Elena Demidova, Xuan Zhou, Wolfgang Nejdl
2012 Proceedings of the 21st international conference companion on World Wide Web - WWW '12 Companion  
Keyword queries over Freebase are notoriously ambiguous due to the size and the complexity of the dataset.  ...  Freebase is a large-scale open-world database where users collaboratively create and structure content over an open platform.  ...  Keyword queries over Freebase are notoriously ambiguous due to the size and the complexity of the dataset.  ... 
doi:10.1145/2187980.2188040 dblp:conf/www/DemidovaZN12 fatcat:5o35i245ffhqtbry243srggbfm

XIOTR :A Terse Ranking of XIO for XML Keyword Search

Xia Li, Zhanhuai Li, Qun Chen, Ning Li
2011 Journal of Software  
We design an XML keyword search approach, that can derive the keyword query and generate a set of effective structured queries by analyzing the given keyword query and the schemas of XML data sources.  ...  But Keyword search is hard to directly improve search quality because lots of keyword-matched nodes may not contribute to the results.  ...  Keyword search over databases allows users to find pieces of information without having to write complicated structure queries.  ... 
doi:10.4304/jsw.6.1.156-163 fatcat:owg44tgefzg4bpzlwswfx3pe2y

QUEST

Sonia Bergamaschi, Francesco Guerra, Matteo Interlandi, Raquel Trillo-Lado, Yannis Velegrakis
2013 Proceedings of the VLDB Endowment  
We showcase QUEST (QUEry generator for STructured sources), a search engine for relational databases that combines semantic and machine learning techniques for transforming keyword queries into meaningful  ...  The search engine relies on two approaches: the forward, providing mappings of keywords into database terms (names of tables and attributes, and domains of attributes), and the backward, computing the  ...  Existing approaches that support keyword search over relational databases can be classified as schema-based and graph-based [8] .  ... 
doi:10.14778/2536274.2536281 fatcat:vx3zog2b6zdbvdnyfaq3bd52ba

AN APPROACH TO EXTENDING QUERY SENTENCE FOR SEMANTIC ORIENTED SEARCH ON KNOWLEDGE GRAPH

TẠ DUY CÔNG CHIẾN
2021 Journal of Science and Technology - IUH  
But if the relationship among the objects is more complex, using databases for storing ontologies is an approach to be better.  ...  However, using relational databases do not sufficiently support the semantic orientated search by Structured Query Language (SQL) and the searching speed is slow.  ...  Their system extends the existing schema-free Keyword Search over relational database systems with semantic match features.  ... 
doi:10.46242/jst-iuh.v50i08.980 fatcat:qwzvlq7d45cqxhhpbma6yf3ava

Efficient query construction for large scale data

Elena Demidova, Xuan Zhou, Wolfgang Nejdl
2013 Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '13  
We also introduce a search mechanism to enable efficient exploration of query interpretation spaces over large scale data.  ...  any prior knowledge of the database schema.  ...  The basic BF and DF path search applied in the state-of-theart database keyword search seek to connect occurrences of the user's keywords in the database schema to materialize query interpretation spaces  ... 
doi:10.1145/2484028.2484078 dblp:conf/sigir/DemidovaZN13 fatcat:q4wvos57q5aitll5sbfzxwcs5m

Mragyati : A System for Keyword-based Searching in Databases [article]

N. L. Sarda, Ankur Jain
2001 arXiv   pre-print
Th eysytem maps keywords onto the database schema and uses inter-relationships (i.e., data semantics) among the referred tables to generate meaningful query results.  ...  schema and database query languages such as SQL.  ...  Our objective is to support a simple keyword based search in a database, where the user is not aware of the database schema.  ... 
arXiv:cs/0110052v1 fatcat:kdfukmonifbqhnummaoo5cm4ty

Effective keyword search for valuable lcas over xml documents

Guoliang Li, Jianhua Feng, Jianyong Wang, Lizhu Zhou
2007 Proceedings of the sixteenth ACM conference on Conference on information and knowledge management - CIKM '07  
Secondly, these query languages require the queries to be posed against the underlying, sometimes complex, database schemas.  ...  In this paper, we study the problem of effective keyword search over XML documents.  ...  However, existing proposals on keyword search over XML databases suffer from two problems: meaningfulness and completeness of answers, and the scope of the search.  ... 
doi:10.1145/1321440.1321447 dblp:conf/cikm/LiFWZ07 fatcat:ff5hiutwqreqhci7zhoisw42fm

SAIL: Structure-aware indexing for effective and progressive top-k keyword search over XML documents

Guoliang Li, Chen Li, Jianhua Feng, Lizhu Zhou
2009 Information Sciences  
Keyword search in XML documents has recently gained a lot of research attention.  ...  We develop a novel method, called SAIL, to index such structural relationships for efficient XML keyword search.  ...  Keyword search over databases In addition, the database research community has been studying keyword search over relational databases [1, 4, 20] , graph databases [17, 23] , and heterogenous data sources  ... 
doi:10.1016/j.ins.2009.06.025 fatcat:twn5qgacmrcrlht63uwgdxqpgy

Assisted querying using instant-response interfaces

Arnab Nandi, H. V. Jagadish
2007 Proceedings of the 2007 ACM SIGMOD international conference on Management of data - SIGMOD '07  
We demonstrate our query interface on two popular applications; an enterprise-wide personnel search, and a biological information database.  ...  We discuss the issues of schema and data complexity, result size estimation, and query validity; and provide novel approaches to solving these problems.  ...  The user is presented with a text box, and is expected to type in keywords, a simple interaction paradigm that is considered the standard in search systems.  ... 
doi:10.1145/1247480.1247640 dblp:conf/sigmod/NandiJ07 fatcat:gucyiuxq3jggtbv2r5poqgjfp4
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