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ThinkMind // DBKDA 2012, The Fourth International Conference on Advances in Databases, Knowledge, and Data Applications

Type: conference

Download: DBKDA 2012 cover page

Download: DBKDA 2012 foreword page

Download: DBKDA 2012 committee page

Download: DBKDA 2012 table of contents

Download: DBKDA 2012 full proceedings

Notes: IARIA Conference.

Editors:
Friedrich Laux, Reutlingen University, Germany
Gledson Elias, Federal University of Paraíba, Brazil
Chris Ireland, Open University, UK

Event editions: - there are 8 editions.

ISSN: 2308-4332

ISBN: 978-1-61208-185-4

Location: Saint Gilles, Reunion

Dates: from February 29, 2012 to March 5, 2012

Articles: there are 29 articles

Reasoning about Domain Semantics over Relations, Bags, Partial Relations and Partial Bags
Sebastian Link
keywords: Data models; Database design; Database semantics; Decision problems; Mathematical logic

Distinguishing Soft-Goals and Quality Requirements in Software Requirements Modeling
Thi-Thuy-Hang Hoang and Alain Pirotte
keywords: requirements models, data modeling, soft-goals, quality requirements, non-functional requirements

A Case for Inverted Indices in In-Memory Databases
Jens Krueger, Johannes Wust, Martin Faust, Tim Berning, and Hasso Plattner
keywords: In-Memory Database; Inverted Index; Index Maintenance

Sparse Dictionaries for In-Memory Column Stores
Johannes Wust, Jens Krueger, Martin Grund, Uwe Hartmann, and Hasso Plattner
keywords: Column-store; In-memory databases; Dictionary compression; Write-optimized Store; Read-optimized Store

BI: Lean Manufacturing Indicators Applied to HR Applications - An Implementation Study
Robson Poffo and Mehran Misaghi
keywords: BI; Lean Manufacturing; Indicators; HR Systems.

Improving the Quality of Knowledge Discovery Process by Information Gain Computing'
Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu, and Costel Marian Ionascu
keywords: knowledge discovery; M Tree; information gain; e-Learning

Education Cluster for Intelligent Provision of eLearning Services
Stanimir Stoyanov, Emil Doychev, Veselina Valkanova, and Georgi Cholakov
keywords: service-oriented architectures; intelligent agents; e-learning.

Towards Accurate Electricity Load Forecasting in Smart Grids
Zeyar Aung, Mohamed Toukhy, John Williams, Abel Sanchez, and Sergio Herrero
keywords: smart grids; data mining; load forecasting; regression analysis; support vector machines

Operating on Hierarchical Enterprise Data in an In-Memory Column Store
Christian Tinnefeld, Bjoern Wagner, and Hasso Plattner
keywords: hierarchical data; enterprise data management; in- memory column store; SanssouciDB

About Top-k Flexible Queries in Large Databases
Khaoula Mabrouki, Amel Grissa Touzi, and Habib Ounalli
keywords: Large databases;flexible query; preference; formal concept analysis; Top k.

Association Rule Mining from Large and Heterogeneous Databases with Uncertain Data using Genetic Network Programming
Eloy Gonzales and Koji Zettsu
keywords: Association rule mining, heterogeneous databases, uncertain data, evolutionary computation.

A Multidimensional Data Modeling of the SEER Database from the USA National Cancer Institute
Heidy M. Marin-Castro, Jose Torres-Jimenez, and Diana I. Escalona-Vargas
keywords: data warehouse; OLAP; drill-down; roll-up; cancer database.

Constructing a Synthetic Longitudinal Health Dataset for Data Mining
Shima Ghassem Pour, Anthony Maeder, and Louisa Jorm
keywords: cluster analysis; synthetic data

Business Lead Generation for Online Real Estate Services: A Case Study
Md. Rahman, Xinghui Zhao, Maria Mosquera, Qigang Gao, Vlado Keselj, and Hai Wang
keywords: Business lead generation; Data modeling; Data integration; Data mining; Business Intelligence.

On Parallel Evaluation of SPARQL Queries
Zbynek Falt, David Bednarek, Miroslav Cermak, and Filip Zavoral
keywords: parallel, SPARQL, Bobox

A New Approach For Top-k Flexible Queries In Large Database Using The Knowledge Discovered
Amel Grissa touzi and Habib Ounalli
keywords: Top-k queries; KDD; Data minig; FCA; Fuzzy logic.

A Knowledge Management Methodology for Studying Health Science Students’ Development of Misconceptions
Meaghen Regts, Arturo Fernandez Espinosa, Miguel Vargas Martin, and Jayshiro Tashiro
keywords: complex correlations; misconception development; navigational pathways; pattern recognition process mining

Prediction Model Based on User Profile and Partial Course Progress for a Digital Media Learning Environment
Arturo Fernandez Espinosa, Meaghen Regts, Jayshiro Tashiro, and Miguel Vargas Martin
keywords: Databases; Data Mining; Education, Knowledge Discovery; Digital Media Learning Environment.

Clustering Large-Scale, Distributed Software Component Repositories
Marcos Paulo Paixão, Leila Silva, and Gledson Elias
keywords: clustering techniques, indexing techniques, search engines, software component repositories

OLAP Authentication and Authorization via Query Re-writing
Todd Eavis and Ahmad Altamimi
keywords: Data warehouses; Data security; Query processing

Basic Components for Building Column Store-based Applications
Andreas Schmidt and Daniel Kimmig
keywords: Column store; basic components; framework; rapid prototyping.

Leveraging Compression in In-Memory Databases
Jens Krueger, Johannes Wust, Martin Linkhorst, and Hasso Plattner
keywords: in-memory databases; database compression; dictio- nary compression

A System Overview for netCDF-FastBit Integration
David Marks, Mahdi Abdelguerfi, Elias Ioup, John Sample, and Kevin Shaw
keywords: netCDF;geospatial processing; bitmap indexing

The Multi-Tenant Data Placement Problem
Jan Schaffner, Dean Jacobs, Tim Kraska, and Hasso Plattner
keywords: multi-tenancy; software-as-a-service; databases; enterprise applications; column-store

Evaluation of Data Anonymization Tools
Sergey Vinogradov and Alexander Pastsyak
keywords: data anonymization; test data generation; pseudonymization; data masking, de-identification.

Dynamic Stream Allocation with the Discrepancy between Data Access Time and CPU Usage Time
Sayaka Akioka, Yoichi Muraoka, and Hayato Yamana
keywords: load balancing, resource management, stream mining

Relevance of Quality Criteria According to the Type of Information Systems
Maria del Pilar Angeles and Francisco Javier Garcia-Ugalde
keywords: data quality; assessment; stereotypes

Cloud-based Medical Image Collection Database with Automated Annotation
Anthony Maeder and Birgit Planitz
keywords: medical imaging; content based image retrieval; cloud computing

Algebraic Constructs for Querying Provenance
Murali Mani, Mohamad Alawa, and Arunlal Kalyanasundaram
keywords: Provenance; graph; data model; query language; algebraic operators

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