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Enhancing Stream Reasoning by Modeling the Importance of the Streaming Data
内容资讯
Enhancing Stream Reasoning by Modeling the Importance of the Streaming Data
자료유형  
 학위논문
Control Number  
0014997364
International Standard Book Number  
9780438206533
Dewey Decimal Classification Number  
004
Main Entry-Personal Name  
Yan, Rui.
Publication, Distribution, etc. (Imprint  
[Sl] : Rensselaer Polytechnic Institute, 2018
Publication, Distribution, etc. (Imprint  
Ann Arbor : ProQuest Dissertations & Theses, 2018
Physical Description  
184 p
General Note  
Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
General Note  
Adviser: Deborah L. McGuinness.
Dissertation Note  
Thesis (Ph.D.)--Rensselaer Polytechnic Institute, 2018.
Summary, Etc.  
요약The requirement to extract the hidden information out of the data stream is rising, however, traditional stream processing systems cannot meet this requirement as they are not designed to do so. This gives birth to the new research domain of str
Summary, Etc.  
요약Streaming data is boundless, enormous, and heterogeneous, which adds extra dimensions to the challenges of realizing the vision of stream reasoning, in addition to temporal constraints. A widely-adopted way to process the streams is via leveragi
Summary, Etc.  
요약Streaming data intrinsically has many different orderings, such as temporarily, precision, provenance, and trust, etc. If diverse data orderings can be utilized to model the data importance, stream reasoning can be benefited by being data-discri
Summary, Etc.  
요약Generally speaking, this dissertation delivers a conceptual model, and a set of infrastructure that can facilitate its general application in stream reasoning. Specifically, the first contribution is an innovative notion of semantic importance.
Subject Added Entry-Topical Term  
Computer science
Added Entry-Corporate Name  
Rensselaer Polytechnic Institute Computer Science
Host Item Entry  
Dissertation Abstracts International. 79-12B(E).
Host Item Entry  
Dissertation Abstract International
Electronic Location and Access  
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Control Number  
joongbu:555638
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