Main Aspects of Big Data Semantic Annotation

• Veröffentlicht in: PROBLEMS IN PROGRAMMING
• Datum: 2021
• Heft: 4
• Сторінки: 22-33
• ISSN: 1727-4907
• Автори та афіліації: O.V. Zakharova — Institute of Software Systems NAS of Ukraine
• 1. Verfasser: Zakharova, O.V.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2021
• Schlagworte: big data; big data annotation; metadata classification; annotation process; semantic metadata; manual annotation; automatic annotation; semi-automatic semantic annotation; machine learning; semantic annotation aspects; annotator; annotation models; UDC 004.94
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/436
• Назва журналу: Problems in programming

Semantic annotations, due to their structure, are an in­teg­ral part of the effective solution of big data problems. However, the problem of defining semantic annotations is not trivial. Manual annotation is not acceptable for big data due to their size and heterogeneity, as well as the complexity a...