Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar]
Top-k processing is a well-studied problem with numerous applications that is becoming increasingly relevant with the growing availability of recommendation systems and decision making software on PCs, PDAs and smart-phones. The objective of this seminar is twofold. First, we will delve into the geo...
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2016
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/3414 https://ink.library.smu.edu.sg/context/sis_research/article/4415/viewcontent/GeometricAspectsandAuxiliaryFeaturestoTop_kProcessing.pdf |
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| Institution: | Singapore Management University |
| Language: | English |
| Summary: | Top-k processing is a well-studied problem with numerous applications that is becoming increasingly relevant with the growing availability of recommendation systems and decision making software on PCs, PDAs and smart-phones. The objective of this seminar is twofold. First, we will delve into the geometric aspects of top-k processing. Second, we will cover complementary features to top-k queries that have a strong geometric nature. The seminar will close with insights in the effect of dimensionality on the meaningfulness of top-k queries, and interesting similarities to nearest neighbor search. |
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