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An intelligent agent that performs quality assessment and validation of knowledge bases

Home Page: http://datascience.ismb.it/KBQ/

License: Apache License 2.0

Python 98.23% CSS 0.06% JavaScript 0.13% HTML 0.35% Shell 0.01% C++ 0.58% C 0.61% Fortran 0.03% Smarty 0.01%

kbq-1's Introduction

KBQ

An intelligent agent that performs quality assessment and validation of knowledge bases

Architecture

The package kbq is composed of the following modules:

  • metrics, which contains the abstract class metrics and the concrete classess completeness, consistency,hpersistency, and persistency;
  • sparql, which ontains the script queries that extract summary statistics based on SPARQL queries;
  • scheduler, which contains the script apiScheduler that perform periodic scheduling tasks;
  • rest, which contains the scripts for quality assessment and validation rest apis;

Instruction

If you want to run the webapp locally, you need to first clone the repository and then install the requirements:

$ pip install -r requirements.txt

Team

Publications

  • Mohammad Rashid, Giuseppe Rizzo, Marco Torchiano, Nandana Mihindukulasooriya, and Oscar Corcho, "A Quality Assessment Approach for EvolvingKnowledge Bases." Accepted for publication in Special issue on Benchmarking Linked Data , Semantic Web Journal (2018).
  • Mohammad Rashid, Giuseppe Rizzo, Nandana Mihindukulasooriya, Marco Torchiano, and Oscar Corcho, "KBQ - A Tool for Knowledge Base Quality Assessment Using Temporal Analysis", In Proceedings of Workshops and Tutorials of the 9th International Conference on Knowledge Capture (K-CAP2017), Austin, Texas,2017 , Volume 2065 of CEUR Workshop Proceedings. CEUR-WS. org.
  • Mohammad Rashid, Giuseppe Rizzo, Nandana Mihindukulasooriya, Marco Torchiano, and Oscar Corcho, "Knowledge Base Evolution Analysis: A Case Study in the Tourism Domain", In Proceedings of Workshops on Knowledge Graphs on Travel and Tourism co-located with 18th International Conferenceon Web Engineering (ICWE), Caceres,Spain, 2018.

Licence

These scripts are free software; you can redistribute it and/or modify it under the terms of the Apache License (Version 2.0) published by the Apache Foundation, either version 2 of the License, or (at your option) any later version. See the file Apache License 2 in the original distribution for details. There is ABSOLUTELY NO warranty.

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