mlsanityData to 7 Oct 2026

AMV : Algorithm Metadata Vocabulary

arXiv 2106.03567 ↗First posted 1 Jun 2021cs.AIcited by 2

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Abstract (arXiv)

Metadata vocabularies are used in various domains of study. It provides an in-depth description of the resources. In this work, we develop Algorithm Metadata Vocabulary (AMV), a vocabulary for capturing and storing the metadata about the algorithms (a procedure or a set of rules that is followed step-by-step to solve a problem, especially by a computer). The snag faced by the researchers in the current time is the failure of getting relevant results when searching for algorithms in any search engine. AMV is represented as a semantic model and produced OWL file, which can be directly used by anyone interested to create and publish algorithm metadata as a knowledge graph, or to provide metadata service through SPARQL endpoint. To design the vocabulary, we propose a well-defined methodology, which considers real issues faced by the algorithm users and the practitioners. The evaluation shows a promising result.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 1 of its 13 references that are in the map. First posted on arXiv 1 Jun 2021.

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1 of 13 references.

References · 1

  1. 2020CODO: An Ontology for Collection and Analysis of Covid-19 Datacited by 11

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Citing papers per year: 2022: 1; 2023: 0; 2024: 1.

2 papers.