Michele Pasin / Quotes

The linked data cloud datasets lack schema level mappings

The LoD Cloud datasets lack schema level mappings and do not convey relationships between concepts of different datasets at the schema level. To exemplify, a feature in the Geonames schema can serve as a venue for an event, e.g. the current model identifies “Atlanta in Georgia was the venue of 1996 Olympics” at the instance level. This creates significant limitations with respect to the reasoning potential which knowledge on the schema level would provide.

Saved 10 May 2013 / www.google.co.uk ↗

#dataset

Big data lambda architecture

Let’s go through the diagram piece by piece. * (A)—All new data is sent to both the batch layer and the speed layer. In the batch layer, new data is appended…

Big Data Lambda Architecture #dataset #complexity

Data management system

A mature DMS will let people do all the following things. Whether as a proprietary monolith, or by slick integration across the web: - Load and update data…

From Cms To Dms: C Is For Content, D Is For Data | Open Knowledge Foundation Blog #dataset

Hadoop and MapReduce

Assuming that the volumes of data are larger than those conventional relational database infrastructures can cope with, processing options break down broadly…

What Is Big Data? An Introduction To The Big Data Landscape. #Hadoop #MapReduce #server #dataset

Open data is about interoperability

If you’re wondering why it is so important to be clear about what open means and why this definition is used, there’s a simple answer: interoperability…

What Is Open Data? — Open Data Handbook #interoperability #dataset #system #definition

The citation data sparsity problem

Furthermore, we have demonstrated the importance of developing datasets on which this class of measures can be tested and explained the challenges in…

A New Semantic Similarity Based Measure For Assessing Research Publication’s Contribution #dataset #database