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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Main Author: Tay, Lester Kai Hong
Other Authors: Sourav S Bhowmick
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157346
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Institution: Nanyang Technological University
Language: English
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spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering
spellingShingle Engineering::Computer science and engineering
Tay, Lester Kai Hong
SIERRA: a visual query interface for property graphs
description 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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