VLX-Stories: a semantically linked event platform for media publishers
Visualitza/Obre
Estadístiques de LA Referencia / Recolecta
Inclou dades d'ús des de 2022
Cita com:
hdl:2117/183301
Tipus de documentComunicació de congrés
Data publicació2019
EditorCEUR-WS.org
Condicions d'accésAccés obert
Tots els drets reservats. Aquesta obra està protegida pels drets de propietat intel·lectual i
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Abstract
In the recent years, video sharing in social media from different video recording devices has resulted in a exponential growth of videos on the Internet. Such video data is continuously increasing with daily recordings related to a wide number of topics. In this context, video understanding has become a critical problem to address. Video search and indexation benefits from the use of keyword tags related to the video content, but most of the shared video content does not contain these tags. Although the use of deep learning has become essential for image analysis in several areas, video domain is still a relatively unexplored field for these type of methods. On the other hand knowledge graphs as Freebase or WordNet store high quantities of information about the word and relations that can be used to disambiguate concepts and relate them through contextual information In this research project we search to explore and improve the understanding of video content through the use of automatic tagging models based on Machine Learning and Deep Learning techniques, improved by the use of knowledge bases.
CitacióFernández, D. [et al.]. VLX-Stories: a semantically linked event platform for media publishers. A: International Semantic Web Conference. "Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, Industry, and Outrageous Ideas): co-located with 18th International Semantic Web Conference (ISWC 2019): Auckland, New Zealand, October 26-30, 2019". CEUR-WS.org, 2019, p. 233-236.
ISBN1613-0073
Versió de l'editorhttp://ceur-ws.org/Vol-2456/paper61.pdf
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paper61.pdf | 759,5Kb | Visualitza/Obre |