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- ArticleSeptember 2024
Exploring Old Arabic Remedies with Formal and Relational Concept Analysis
AbstractExploring old pharmacopoeias is a promising way to find active ingredients that can be useful to design new drugs. Nevertheless, studying these texts is a laborious task for biologists. Therefore, an interdisciplinary project was undertaken: texts ...
- ArticleAugust 2024
- research-articleSeptember 2024Best Student Paper
Graph Detective: A User Interface for Intuitive Graph Exploration Through Visualized Queries
DocEng '24: Proceedings of the ACM Symposium on Document Engineering 2024Article No.: 6, Pages 1–9https://doi.org/10.1145/3685650.3685660Graph databases are used across several domains due to the intuitive structure of graphs. They are well-suited for storing document collections together with their interlinkages through metadata and annotations. Yet, querying such graphs requires ...
- ArticleSeptember 2024
Graphologue: Bridging RDBMS and Graph Databases with Natural Language Interfaces
AbstractWe propose a novel graph database system that overcomes existing limitations by integrating relational databases, unifying RDF and property graph data models, and incorporating large language models and natural language processing. Graphologue, ...
- posterJune 2024
GraDVis: A Visualization Tool for a Visual Data Management System
EICS '24 Companion: Companion Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing SystemsPages 89–91https://doi.org/10.1145/3660515.3662835Nowadays, visual data (image, videos, and feature vectors) is generated in many applications, such as surveillance or automated retail stores. The fast rate of accumulating such visual data makes the task of analyzing it or getting insights a tedious ...
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- ArticleDecember 2023
Development of the Polyglot Asian Medicine Knowledge Graph System
- Christopher S. G. Khoo,
- Michael Stanley-Baker,
- Faizah Binte Zakaria,
- Jinju Chen,
- Shaun Q. R. Ang,
- Bo Huang
Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine CollaborationPages 3–11https://doi.org/10.1007/978-981-99-8088-8_1AbstractThe Polyglot Asian Medicine system hosts a research database of Asian traditional and herbal medicines, represented as a knowledge graph and implemented in a Neo4j graph database system. The current coverage of the database is mainly traditional ...
- ArticleDecember 2023
Towards an Effective Attribute-Based Access Control Model for Neo4j
AbstractThe graph data model is increasingly used in practice due to its flexibility in modeling complex real-life data. However, some security features (e.g., access control) are not receiving sufficient attention from researchers since that graph ...
- research-articleDecember 2023
Research on Construction of Chinese Technology Literature Question Answering System Based on Knowledge Graph
CSAE '23: Proceedings of the 7th International Conference on Computer Science and Application EngineeringArticle No.: 34, Pages 1–5https://doi.org/10.1145/3627915.3628091In order to improve the knowledge service ability of the library and meet the user's demand for querying Chinese technology literature in natural language. This article proposes a two-stage method to implement the question answering system for Chinese ...
- research-articleDecember 2023
A BERT-based Framework for Production Line Fault Maintenance Knowledge Graph Construction
CSAE '23: Proceedings of the 7th International Conference on Computer Science and Application EngineeringArticle No.: 20, Pages 1–7https://doi.org/10.1145/3627915.3627917The manufacturing industry is currently experiencing a wave of digitalization and intelligent transformation. With continuous upgrades of production equipment and systems, the complexity and diversity of production line faults are continuously ...
- ArticleAugust 2023
- ArticleAugust 2023
A Key-Value Based Approach to Scalable Graph Database
AbstractAn increasing number of applications are modeling data as property graphs. In various scenarios, the scale of data can differ significantly, ranging from thousands of nodes/relationships to tens of billions of nodes/relationships. While ...
- ArticleApril 2023
PandaDB: An AI-Native Graph Database for Unified Managing Structured and Unstructured Data
AbstractIn many applications, data are organized as graphs (e.g., social network and smart city). There could be unstructured data on such a graph, for example, the users’ avatars and images included in a post. It is natural to think of these unstructured ...
- research-articleJanuary 2023
The Adoption of 4Step-Rule-Set Method for Ontological Design: Application in a Real Industrial Project
- Tiago F. Pereira,
- Francisco Morais,
- Carlos E. Salgado,
- Ana Lima,
- António Silva,
- Manuel Pereira,
- João Oliveira,
- Ricardo J. Machado
Procedia Computer Science (PROCS), Volume 219, Issue CPages 405–415https://doi.org/10.1016/j.procs.2023.01.306AbstractOntology building can greatly influence the development cycle of an information system and enhance interoperability among its constituent elements. Throughout the projects we have been developing we have detected, by studying the current ...
- research-articleJanuary 2022
Using a graph database for the ontology-based information integration of business objects from heterogenous Business Information Systems
Procedia Computer Science (PROCS), Volume 196, Issue CPages 314–323https://doi.org/10.1016/j.procs.2021.12.019AbstractThis paper reports on findings from a project on information integration from multiple Business Information Systems with the help of a user-specific Enterprise Knowledge Graph. Most ERP systems currently in use store information objects in ...
- research-articleJanuary 2022
A web-based Voice Interaction framework proposal for enhancing Information Systems user experience
- Tiago F. Pereira,
- Arthur Matta,
- Carlos M. Mayea,
- Frederico Pereira,
- Nelson Monroy,
- João Jorge,
- Tiago Rosa,
- Carlos E. Salgado,
- Ana Lima,
- Ricardo J. Machado,
- Luís Magalhães,
- Telmo Adão,
- Miguel Ángel Guevara López,
- Dibet Garcia Gonzalez
Procedia Computer Science (PROCS), Volume 196, Issue CPages 235–244https://doi.org/10.1016/j.procs.2021.12.010AbstractNowadays, numerous organisations of different dimensions and business sectors operate in highly challenging and dynamic environments, wherein the supporting information systems (IS) are becoming increasingly complex. In this context, assistive ...
- research-articleDecember 2021
Extended XACML Language and Architecture for Access Control in Graph-structured Data
iiWAS2021: The 23rd International Conference on Information Integration and Web IntelligencePages 367–374https://doi.org/10.1145/3487664.3487789The rapidly increasing use of graph databases for a wide variety of applications demands flexible authorization and fine-grained access control at the level of attributes associated with the basic entities (i.e., accessing subject, requested resource, ...
- short-paperAugust 2021
Automatic View Selection in Graph Databases
SSDBM '21: Proceedings of the 33rd International Conference on Scientific and Statistical Database ManagementPages 197–202https://doi.org/10.1145/3468791.3468794Recently, several works have studied the problem of view selection in graph databases. However, existing methods cannot fully exploit the graph properties of views, e.g., supergraph views and common subgraph views, which leads to a low view utility and ...
- research-articleMay 2021
Efficient Hop-constrained s-t Simple Path Enumeration
The VLDB Journal — The International Journal on Very Large Data Bases (VLDB), Volume 30, Issue 5Pages 799–823https://doi.org/10.1007/s00778-021-00674-5AbstractGraph is a ubiquitous structure representing entities and their relationships applied in many areas such as social networks, web graphs, and biological networks. One of the fundamental tasks in graph analytics is to investigate the relations ...
- research-articleSeptember 2020
Transforming RDF to Property Graph in Hugegraph
ICEMIS'20: Proceedings of the 6th International Conference on Engineering & MIS 2020Article No.: 97, Pages 1–6https://doi.org/10.1145/3410352.3410833The data form in the graph data is divided into RDF and property graph. RDF appeared earlier, but it is generally larger and the data is more redundant. In the property graph, a graph is defined by properties, nodes and edges. It is easier to set ...
- research-articleNovember 2019
Grasper: A High Performance Distributed System for OLAP on Property Graphs
SoCC '19: Proceedings of the ACM Symposium on Cloud ComputingPages 87–100https://doi.org/10.1145/3357223.3362715The property graph (PG) model is one of the most general graph data model and has been widely adopted in many graph analytics and processing systems. However, existing systems suffer from poor performance in terms of both latency and throughput for ...