GraphAware Blog

Find out what's new in the world of mission-critical graph analytics.

From Data to Knowledge: Search vs. Data Exploration

From Data to Knowledge: Search vs. Data Exploration

16 Feb 2024 by · 5 min read Hume GraphAware Knowledge Graph Search

Welcome to the third instalment in this series, which tracks the journey to revolutionise law enforcement through advanced data analysis. In this series, expect to uncover a wealth of knowledge that underpins the enhancement of policing methods using graph analysis. Join us at the vanguard of policing technology as we delve into the transformative power of Knowledge Graphs.

From Data To Knowledge: Transparency within Predictive Policing

From Data To Knowledge: Transparency within Predictive Policing

25 Jan 2024 by · 5 min read Hume Knowledge Graph Law Enforcement Predictive Policing

Welcome to the second instalment in this series, which tracks the journey to revolutionise law enforcement through advanced data analysis. In this series, expect to uncover a wealth of knowledge that underpins the enhancement of policing methods using graph analysis. Join us at the vanguard of policing technology as we delve into the transformative power of Knowledge Graphs. In the previous chapter, we illustrated the process of transitioning from isolated data silos to a holistic intelligence data system, resulting in a single source of truth.

LLMs for Knowledge Graph 3: Challenges and Opportunities for GPT in KGs

LLMs for Knowledge Graph 3: Challenges and Opportunities for GPT in KGs

17 Jan 2024 by Alessia Melania Lonoce & Giuseppe Futia · 19 min read Knowledge Graph Large Language Models LLMs NLP Rockefeller Archive Center Knowledge Management Data Management

Several scientists in the first half of the 20th century made enormous contributions to science and technology in different fields. We can mention several Nobel Prize winners, including Albert Einstein, Ernest Lawrence, and Niels Bohr, who provided fundamental contributions to physics studies. But what about their role as fundraisers? And what about their influence in funding research topics unrelated to their scientific contribution, such as life sciences and biology?

GraphAware at Nodes 2023: Neo4j's biggest online conference

GraphAware at Nodes 2023: Neo4j's biggest online conference

23 Nov 2023 by · 2 min read LLM LLMs LLM tutorial entity resolution graph analytics knowledge graph dependency graph APIs AI criminal intelligence fraud financial crime data science database machine learning

Last month, GraphAware data scientists attended Nodes 2023 – a 24-hour online graph community gathering dedicated to learning how to integrate graph technologies into ML and dev projects. The hot topics this year were:

GraphAware First to Integrate Neo4j CDC in Hume

GraphAware First to Integrate Neo4j CDC in Hume

26 Oct 2023 by · 3 min read Hume Neo4j Change Data Capture Entity resolution Graph Database

We are excited to announce a significant development in the field of graph-based analytics. We’ve teamed up with Neo4j to integrate their recently launched CDC (Change Data Capture) feature into our leading graph analytics tool, Hume. This partnership is transforming the landscape of graph technology, providing intelligence agencies and other organisations with powerful tools to unlock their mission-critical capabilities.

LLMs for Knowledge Graph 2: GPT Prompt Engineering for Knowledge Graph Creation

LLMs for Knowledge Graph 2: GPT Prompt Engineering for Knowledge Graph Creation

24 Oct 2023 by Federica Ventruto · 23 min read Knowledge Graph Large Language Models graph data science gupta leaks Betweenness Centrality Named Entity Recognition Law Enforcement Investigations

The emergence of Large Language Models (LLMs) has dramatically changed the natural language processing (NLP) landscape. The reason lies mainly in their ability to understand and analyse natural language and, at the same time, generate human-like responses.