Remove 2021 Remove Blog Remove Knowledge Discovery Remove Optimization
article thumbnail

Top Graph Use Cases and Enterprise Applications (with Real World Examples)

Ontotext

Gartner predicts that graph technologies will be used in 80% of data and analytics innovations by 2025, up from 10% in 2021. Several factors are driving the adoption of knowledge graphs. Graph solutions have gained momentum due to their wide-ranging applications across multiple industries. We get this question regularly.

article thumbnail

The Semantic Web: 20 Years And a Handful of Enterprise Knowledge Graphs Later

Ontotext

In parallel, we have the Linked Open Data (LOD) cloud, which currently contains 1,301 datasets with 16,283 links – datasets with mappings across them ( [link] as of May 2021). We rather see it as a new paradigm that is revolutionizing enterprise data integration and knowledge discovery.

article thumbnail

Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

Matt Turek, Explainable Artificial Intelligence (XAI), DARPA, Retrieved from [link] on July 6 2021. Conference on Knowledge Discovery and Data Mining, pp. The post Explaining black-box models using attribute importance, PDPs, and LIME appeared first on Data Science Blog by Domino. Erhan, Yoshua Bengio, Aaron C.

Modeling 139