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To this end, RDF Stream Processing (RSP) engines frequently utilize OWL 2 ontologies to facilitate this requirement. Despite the rich body of research on Knowledge Representation (KR), even concerning time-sensitive data, a notable gap exists in the literature regarding a comprehensive survey on KR techniques tailored for Streaming Linked Data. This paper critically overviews the key ontologies employed in RSP applications, evaluating their data modelling and KR abilities specifically for Streaming Linked Data contexts. We analyze these ontologies through three distinct KR perspectives: the conceptualization of streams as Web resources, the structural organization of data streams, and the event modelling within the streams. An analytical framework is introduced for each perspective to ensure a thorough and equitable comparison and deepen the understanding of the surveyed ontologies.<\/jats:p>","DOI":"10.3233\/sw-243570","type":"journal-article","created":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T11:25:28Z","timestamp":1722943528000},"page":"2005-2033","source":"Crossref","is-referenced-by-count":3,"title":["A holistic view over ontologies for Streaming Linked Data"],"prefix":"10.1177","volume":"15","author":[{"given":"Pieter","family":"Bonte","sequence":"first","affiliation":[{"name":"Department of Computer Science, KU Leuven Campus Kulak, Belgium"},{"name":"Ghent University\u00a0\u2013 imec, Ghent, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Femke","family":"Ongenae","sequence":"additional","affiliation":[{"name":"Ghent University\u00a0\u2013 imec, Ghent, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Riccardo","family":"Tommasini","sequence":"additional","affiliation":[{"name":"INSA Lyon, LIRIS, France"},{"name":"University of Tartu, Estonia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"12","key":"10.3233\/SW-243570_ref1","doi-asserted-by":"publisher","first-page":"1792","DOI":"10.14778\/2824032.2824076","article-title":"The dataflow model: A practical approach to balancing correctness, latency, and cost in massive-scale, unbounded, out-of-order data processing","volume":"8","author":"Akidau","year":"2015","journal-title":"Proc. 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