Publications
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On the origin of metadata Ghent University
Lifting a metadata model to the semantic multimedia world Ghent University
Bringing your collection into the linked data cloud: how to use Google Refine to get more out of your metadata Ghent University
Lifting a metadata model to the semantic multimedia world Ghent University
Connecting the dots: music metadata generation, schemas and applications KU Leuven
With the ever-increasing amount of digitized music becoming available, metadata is a key driver for different music related application domains. A service that combines different metadata sources should be aware of the existence of different schemas to store and exchange music metadata. The user of a metadata provider could benefit from knowledge about the metadata needs for different music application domains. In this paper, we present how we ...
Automatic evaluation of metadata quality in digital repositories KU Leuven
Owing to the recent developments in automatic metadata generation and interoperability between digital repositories, the production of metadata is now vastly surpassing manual quality control capabilities. Abandoning quality control altogether is problematic, because low-quality metadata compromise the effectiveness of services that repositories provide to their users. To address this problem, we present a set of scalable quality metrics for ...
The impact of metadata on translator performance: how translators work with translation memories and machine translation. KU Leuven
This thesis investigates whether and how translation metadata affect translator performance in a workflow that combines suggestions from translation memories and machine translation. The study is based on a translation process experiment with 10 professional translators working from English into Spanish in a workplace setting. The keystroke logging tools Inputlog and MTeval allowed for the collection of data on translation times and typing ...
Establishing the Contaminating Effect of Metadata Feature Inclusion in Machine-Learned Network Intrusion Detection Models Interuniversity Microelectronics Centre
Modern datasets in intrusion detection are designed to be evaluated by machine learning techniques and often contain metadata features which ought to be removed prior to training. Unfortunately many published articles include (at least) one such metadata feature in their models, namely destination port. In this article, it is shown experimentally that this feature acts as a prime target for shortcut learning. When used as the only predictor, ...
Adopting the JPEG universal metadata box format for media authenticity annotations Vrije Universiteit Brussel
The JPEG Universal Metadata Box Format (JUMBF) provides a uniform framework to support metadata-based extensions within the JPEG ecosystem. JUMBF provides a generic container in which domain specific metadata can be defined. On top of this container, JUMBF provides additional functionalities to facilitate linkage between metadata and image data. While JUMBF forms the foundation for JPEG specifications such as JPEG 360, JPEG Privacy & ...