Milan Markovic

dblp:19/3756 · DBLP profile ↗
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5ranked-venue papers in the field
2as first author
2since 2021 · last 2023
0000-0002-5477-287XORCID · reported

Domains — venue-derived; a paper can count in several

Knowledge Engineering, Semantic Web & Information Systems · 4 (2 first)Other / Interdisciplinary · 1
YearPublicationVenuePosition
2023 TEC: Transparent Emissions Calculation Toolkit
abstract
Greenhouse gas emissions have become a common means for determining the carbon footprint of any commercial activity, ranging from booking a trip or manufacturing a product to training a machine learning model. However, calculating the amount of emissions associated with these activities can be a difficult task, involving estimations of energy used and considerations of location and time period. In this paper, we introduce the Transparent Emissions Calculation (TEC) toolkit, an open source effort aimed at addressing this challenge. Our contributions include two ontologies (ECFO and PECO) that represent emissions conversion factors and the provenance traces of carbon emissions calculations (respectively), a public knowledge graph with thousands of conversion factors (with their corresponding YARRRML and RML mappings) and a prototype carbon emissions calculator which uses our knowledge graph to produce a transparent emissions report. Resource permanent URL: https://w3id.org/tec-toolkit .
Milan Markovic, Daniel Garijo, Stefano Germano, Iman Naja
ISWC1
2021 A Semantic Framework to Support AI System Accountability and Audit
Iman Naja, Milan Markovic, Peter Edwards, Caitlin Doyle Cottrill
ESWC2
2015 The Transport Disruption Ontology
David Corsar, Milan Markovic, Peter Edwards, John D. Nelson
ISWC (2)2
2013 Utilising Provenance to Enhance Social Computation
Milan Markovic, Peter Edwards, David Corsar
ISWC (2)1
2008 A Secure Mobile Framework for m-Services
abstract
Public key infrastructures (PKIs) is recommended as the most appropriate solutions for achieving secure mobile services. This paper identifies the need for security in mobile communications and investigates the use of lightweight protocols such as the XML Key Management (XKMS) protocol for accessing PKI services. Finally it presents a secure mobile framework based on XML and Web Services-technologies and standards that adopts these protocols.
Spyridon Papastergiou, Athanasios Karantjias, Despina Polemi, Milan Markovic
ICIW4