SIERRA: a visual query interface for property graphs
Graph Database Management Systems(DBMS) are the fastest growing category of DBMS used by developers. Graph DBMSs are much better suited to solve problems dealing with connected data than traditional RDBMSs. Hence, they are widely used in domains such as Fraud Detection & Analytics, Recommendati...
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2022
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sg-ntu-dr.10356-1573462022-05-13T07:54:41Z SIERRA: a visual query interface for property graphs Tay, Lester Kai Hong Sourav S Bhowmick School of Computer Science and Engineering ASSourav@ntu.edu.sg Engineering::Computer science and engineering Graph Database Management Systems(DBMS) are the fastest growing category of DBMS used by developers. Graph DBMSs are much better suited to solve problems dealing with connected data than traditional RDBMSs. Hence, they are widely used in domains such as Fraud Detection & Analytics, Recommendation Engines and Social Media Networks. However, working with Graph DBMSs requires users to pick up a new querying language, with Cypher being the most predominant graph querying language. Moreover, graph query languages are created with expert users in mind (eg. developers and data scientists) making it hard to non-expert users to utilise graph databases fully. Therefore, our project’s aim is to provide an intuitive and novel graphical user interface (GUI), named SIERRA, that allows the creation of rich and complex graph queries for graph databases. SIERRA employs the use of a unique node-link diagram, allowing users to draw nodes and connections and transform them into Cypher queries. Bachelor of Engineering (Computer Science) 2022-05-13T07:54:41Z 2022-05-13T07:54:41Z 2022 Final Year Project (FYP) Tay, L. K. H. (2022). SIERRA: a visual query interface for property graphs. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157346 https://hdl.handle.net/10356/157346 en SCSE21 - 0157 application/octet-stream application/pdf Nanyang Technological University |
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Engineering::Computer science and engineering Tay, Lester Kai Hong SIERRA: a visual query interface for property graphs |
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Graph Database Management Systems(DBMS) are the fastest growing category of DBMS used by developers. Graph DBMSs are much better suited to solve problems dealing with connected data than traditional RDBMSs. Hence, they are widely used in domains such as Fraud Detection & Analytics, Recommendation Engines and Social Media Networks. However, working with Graph DBMSs requires users to pick up a new querying language, with Cypher being the most predominant graph querying language. Moreover, graph query languages are created with expert users in mind (eg. developers and data scientists) making it hard to non-expert users to utilise graph databases fully.
Therefore, our project’s aim is to provide an intuitive and novel graphical user interface (GUI), named SIERRA, that allows the creation of rich and complex graph queries for graph databases. SIERRA employs the use of a unique node-link diagram, allowing users to draw nodes and connections and transform them into Cypher queries. |
author2 |
Sourav S Bhowmick |
author_facet |
Sourav S Bhowmick Tay, Lester Kai Hong |
format |
Final Year Project |
author |
Tay, Lester Kai Hong |
author_sort |
Tay, Lester Kai Hong |
title |
SIERRA: a visual query interface for property graphs |
title_short |
SIERRA: a visual query interface for property graphs |
title_full |
SIERRA: a visual query interface for property graphs |
title_fullStr |
SIERRA: a visual query interface for property graphs |
title_full_unstemmed |
SIERRA: a visual query interface for property graphs |
title_sort |
sierra: a visual query interface for property graphs |
publisher |
Nanyang Technological University |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/157346 |
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1734310110146068480 |