This week we feature articles by Tony Seale, Dan McCreary, and Jon Udell.
Additional reading from Sayash Kapoor & Arvind Narayanan, Tim Bray, Steven Levy, and Anastasia Prokhorova.
News comes from Squirro & Semantic Web Company, Datadobi, Acquia, and Drupal.
👉 We don’t usually publish in December. Though for some reason we made an exception last year and published three issues, so who knows?
Opinion / Analysis
Building your own schema.org
Data integration is rarely easy for any organization, but is a functional requirement that grows in complexity and cost as data and data applications ineluctably increase. Tony Seale explains how you can manage both these problems by inverting the data integration problem within your organization with a model inspired by schema.org. Seale, who has been building decentralized knowledge graphs for years and is currently doing so at UBS, packs a lot into this post at (8 min).
Systems thinking for knowledge management
We have recommended a number of articles by Dan McCreary on enterprise knowledge graphs. In this post McCreary looks at
… how we can use Systems Thinking to understand the dynamics of building your organization’s collective intelligence. We will review the key Causal Loop Diagrams (CLDs) as models we use to understand organizational knowledge capture and retention. Then we describe how we can use these models… (12 min).
Autonomy, packet size, friction, fanout, and velocity
Interesting framing on the fediverse from Jon Udell (<2 min).
Nostalgia is a dangerous drug and it’s always risky to wallow in it. So those of us who fondly remember the early blogosphere, and now want to draw parallels to the fediverse, should do so carefully. But we do want to learn from history. Here’s one way to compare five generations of social software along the five dimensions named in the title of this post.
- Telling examples… The bait and switch behind AI risk prediction tools via AI Snake Oil
- Fascinating background… AWS and Blockchain via ongoing
- Inside Meta’s Oversight Board: 2 years of pushing limits via Wired Backchannel
- 8 best practices for UI card design via UX Collective
Content technology news
Squirro partners with the Semantic Web Company
Joint proposition combines NLP and ML with knowledge graphs to intelligently augment enterprise decision-making.
Acquia readies support for Drupal 10
Acquia has contributed all updates required to make Acquia CMS compatible with Drupal 10 back to the Drupal community.
Datadobi introduces StorageMAP 6.3
Enables companies to archive, pipeline, and replicate unstructured data to object storage on-premises or in the cloud without lock-in.
The Gilbane Advisor is curated by Frank Gilbane for content technology, computing, and digital experience professionals. The focus is on strategic technologies. We publish recommended articles and content technology news weekly. We do not sell or share personal data.