A qualitative analysis of knowledge graphs in recommendation scenarios through semantics-aware autoencoders
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DOI: 10.1007/s10844-023-00830-z
Abstract: Knowledge Graphs (KGs) have already proven their strength as a source of high-quality information for different tasks such as data integration, search, text summarization, and personalization. Another prominent research field that has been benefiting from… read more here.
Keywords: recommendation; knowledge graphs; semantics aware; semantics ... See more keywords
Semantics-Aware Visual Object Tracking
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DOI: 10.1109/tcsvt.2018.2848358
Abstract: In this paper, we propose a semantics-aware visual object tracking method, which introduces semantics into the tracking procedure and extends the model of an object with explicit semantics prior to enhancing the robustness of three… read more here.
Keywords: semantics aware; visual object; object tracking; object ... See more keywords
Pretrained language models for semantics-aware data harmonisation of observational clinical studies in the era of big data
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DOI: 10.1186/s12911-025-03055-y
Abstract: In clinical research, there is a strong drive to leverage big data from population cohort studies and routine electronic healthcare records to design new interventions, improve health outcomes and increase the efficiency of healthcare delivery.… read more here.
Keywords: semantics; pipeline; harmonisation; language ... See more keywords