Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar]

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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Main Author: MOURATIDIS, Kyriakos
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2016
Subjects:
Seminars
Spatial databases
Computational geometry
Query processing
Mobile communication
Sensitivity
Optimization
Databases and Information Systems
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
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spelling sg-smu-ink.sis_research-44152017-01-26T07:41:30Z Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar] MOURATIDIS, Kyriakos 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. 2016-06-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/3414 info:doi/10.1109/MDM.2016.79 https://ink.library.smu.edu.sg/context/sis_research/article/4415/viewcontent/GeometricAspectsandAuxiliaryFeaturestoTop_kProcessing.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Seminars Spatial databases Computational geometry Query processing Mobile communication Sensitivity Optimization Databases and Information Systems
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Seminars
Spatial databases
Computational geometry
Query processing
Mobile communication
Sensitivity
Optimization
Databases and Information Systems
spellingShingle Seminars
Spatial databases
Computational geometry
Query processing
Mobile communication
Sensitivity
Optimization
Databases and Information Systems
MOURATIDIS, Kyriakos
Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar]
description 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.
format text
author MOURATIDIS, Kyriakos
author_facet MOURATIDIS, Kyriakos
author_sort MOURATIDIS, Kyriakos
title Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar]
title_short Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar]
title_full Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar]
title_fullStr Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar]
title_full_unstemmed Geometric Aspects and Auxiliary Features to Top-k Processing [Advanced Seminar]
title_sort geometric aspects and auxiliary features to top-k processing [advanced seminar]
publisher Institutional Knowledge at Singapore Management University
publishDate 2016
url https://ink.library.smu.edu.sg/sis_research/3414
https://ink.library.smu.edu.sg/context/sis_research/article/4415/viewcontent/GeometricAspectsandAuxiliaryFeaturestoTop_kProcessing.pdf
_version_ 1770573163686526976

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