Data and Platform for AI

DATA

Data and Platform for AI

Woman behind a transparent screen with informationThe purpose of this work package is to develop techniques and tools for the automatic creation and management of knowledge graphs. 

Real impact of data-driven AI depends on the availability of live data of sufficient quality and quantity in an automatically discoverable format that both humans and machines can understand. DATA will investigate how the semantics of data, through automatic creation and mapping of suitable knowledge graphs, can be leveraged to scale AI models from one situation to all similar situations and how complex graph-based structures can be efficiently stored and processed.
 

 


People

People

Projects

Projects

Projects

Short description: The aim of this project is to design and implement a system for efficient storage and retrieval of such data, based on a NoSQL database system. The work is performed by master students at NTNU.

Time perspective: 2021-

Involved partners:

NTNU logo

Cognite logo

Short description: The aim of this project is to

  1. study previous work related to mining dynamic graphs,
  2. identify interesting and useful data mining operations to be performed on dynamic graphs,
  3. develop algorithms/indexes for efficient execution of one or more of these operations, and
  4. evaluate these on a large dataset.

Time perspective: 2021-

Involved partners:

NTNU logo

Cognite logo

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