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Graph Database Applications Use Cases

Things can connect people, yet it is impossible to map their relationship in advance. Consequently, database administrators have to add each item as a different field and create a relationship between them later – a time-consuming affair and a never-ending task. Graph databases can help database administrators by simplifying the task. In graph database applications, […]

The Importance of Metadata in Content Creation and Business Development

Metadata plays an essential function in content creation and marketing. It helps to create content to work within the marketing ecosystem, and enable audiences to find and consume the content. Metadata is largely invisible to those consuming the content but helpful to those engaging with the back end of content— content-marketing staff and search engine […]

Fraud Detection Using Relational Graph Convolution Networks

Uber uses many methods, including graph learning to improve the quality and relevance of food and restaurant recommendations on its platform. Therefore, when fraudulent behavior, including collusion by cybercriminals, increased, Uber developed a relational graph-learning model to detect colluding users. Uber applied a Relational Graph Convolutional Networks (RGCN) model on a small sample of data […]

A Taxonomy for the Digital Workspace Ecosystem

Today, thanks to the pandemic, there is a lot of buzz around digital workspaces. This increasing attention has spawned multiple interpretations of what digital workspace means and sown confusion among enterprises on implementing it in their business. Hence, there is a need for a standard set of definitions for the various components in the digital […]

Strengthening Standards for Data and Disclosure for a Greener Future

There are more than 200 frameworks, standards, and guidance on sustainability reporting and climate-related disclosures across 40 countries. This multitude of frameworks undermines the consistency and comparability of sustainability reporting. Hence, global taxonomies such as the European Union taxonomy aim to address this challenge. However, taxonomies focusing on sustainable investments can fail to recognize efforts […]

Report on Industry’s Use of Knowledge Graphs

A new benchmarking report released at the recently concluded The Knowledge Graph Conference illustrates how corporates embrace semantic standards and knowledge graph technology. The report based on a survey of 240 companies in multiple sectors highlights how enhancing decision-making capabilities and supporting business innovation are the drivers for the uptake of knowledge graphs. According to […]

Overcoming Data Access Challenges with Data Use Ontology

The language used in the informed consent forms for secondary use of datasets varies from institution to institution. Consequently, data access committees have to evaluate each data access request against the data use limitations manually, thereby slowing the pace of research. Common Infrastructure for National Cohorts in Europe, Canada, and Africa (CINECA) developed the Data […]

Energy Grid Ontology for Digital Twins Released

Digital Twins Definition Language (DTDL) can be used to model entities. However, common domain-specific ontologies for digital twins are essential for developers to model, create sophisticated digital representations of connected environments, and subsequently bring these entities to life. Therefore, an energy grid ontology for digital twins to help solution providers accelerate the development of solutions […]

How Knowledge Graphs Help in Agile Data Integration

A common theme that runs across enterprise data management systems’ use cases is the importance of understanding the structure, location, and governance of data. This understanding is essential for meeting compliance requirements or understanding customers and products better. However, it is not enough for agile enterprises to know something; agile enterprises have to know what […]

Bank Negara Malaysia Finalizes Climate Change and Principle-based Taxonomy

Bank Negara Malaysia (BNM) issued a finalized guidance document for assessing and classifying economic activities that contribute to climate change mitigation and adaptation. The document introduces a progressive system of transition categories to acknowledge the concrete efforts and commitments of businesses to adopt sustainable practices. The guidance document also provides greater clarity and guidance for […]