GraphAware Blog

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

What’s new in Hume 2.15?

What’s new in Hume 2.15?

12 Aug 2022 by Danica Stankovic & Dimitrios Stamatis · 3 min read Hume GraphAware

We are proud to announce the release of Hume version 2.15. This release introduces several new Hume features, as well as Orchestra features and Amazon SQS support.

Context-aware and hybrid recommendations

Context-aware and hybrid recommendations

11 Aug 2022 by Alexandra Klacanova · 6 min read Beginner business Recommendations

So far, we have learned about collaborative filtering, content-based, and session-based recommendations. None of these approaches takes the situational context under consideration. Factors such as mood, occasion, location, company, etc., can affect user preferences and needs. Context-aware recommendations take these conditions into account to provide more relevant recommendations.

Deep dive to Advanced Expand

Deep dive to Advanced Expand

05 Aug 2022 by Alexandra Klacanova · 1 min read Hume

Advanced Expand is one of our favourite features. It allows you to explore your graph visually - without needing to write a single line of code. In this blog post, we dive a little bit deeper into this feature.

Extend Orchestra Python With Style

Extend Orchestra Python With Style

28 Jul 2022 by Fabio Montagna · 9 min read Hume Orchestration

Even a long journey starts with the first step. Making sense of all the data your company generates daily and all the external data sources you may need can definitely be a long journey. Hume Orchestra makes it easy to convert multiple distributed data sources into a single, connected source of truth: the knowledge graph.

What’s new in Hume 2.14?

What’s new in Hume 2.14?

26 Jul 2022 by Danica Stankovic & Dimitrios Stamatis · 4 min read Hume GraphAware

We are proud to announce the release of Hume version 2.14. This release introduces the first iteration of the new federated search functionality and the Hume API. We also made various improvements to Hume Orchestra and Visualisations.

Understanding graph visualisation

Understanding graph visualisation

30 Jun 2022 by Alexandra Klacanova · 5 min read business Beginner Knowledge Graph

Graph visualisation is just what it sounds like - a visual representation of your data as a graph. A graph is a structure of objects that are connected. Thus graph visualisation is the visualisation of entities (nodes), and relationships among them.

Application state as a graph

Application state as a graph

19 Jun 2022 by Jiri Palas · 3 min read Engineering Front-end

With today’s blog, we will dive a little bit into front-end application development. When creating complex applications, as we do in GraphAware, we need to handle large and complicated application states to present our users with correct user interfaces. Making application state predictable and explainable is one of the key challenges for the successful agile frontend development team. As we often like to point out, graphs are proving to be a successful solution to many existing problems. So, could we learn from graphs to handle application state in a more predictable manner?

Session-based recommendations with Graphs

Session-based recommendations with Graphs

14 Jun 2022 by Alexandra Klacanova · 6 min read Beginner business Recommendations

Graph-Powered Machine Learning has already introduced us to content-based recommendations and collaborative filtering. These are the two most used approaches to providing recommendations. However, they both need information about the users to do so. What if you do not have user information? That’s where session-based recommendations come in.