DATA ANALYTICS 2012, The First International Conference on Data Analytics

Type: conference

Notes: IARIA Conference.

Editors:
Sandjai Bhulai, VU University Amsterdam, The Netherlands
Joseph Zernik, Human Rights Alert (NGO), USA
Petre Dini, Concordia University, Canada / China Space Agency Center, China

ISSN: 2308-4464

ISBN: 978-1-61208-242-4

Location: Barcelona, Spain

Dates: from September 23, 2012 to September 28, 2012

Articles: there are 18 articles

Complexity Analysis in the Language of Information Technology Companies
Mary Luz Mouronte López
keywords: network; mean distance; communities; motif; robustness.

How to Find Important Users in a Web Community? Mining Similarity Graphs
Clemens Schefels
keywords: Web, User Profiles, Explicit Feedback, Implicit Feedback, Graphs, Similarity Graph, Graph mining, Mining, Network, Social Network, Web 2.0, Computer aided analysis, World Wide Web, Data analysis, Graph theory

Characterization of Network Traffic Data:A Data Preprocessing and Data Mining Application
Esra Kahya-Özyirmidokuz, Ali Gezer, and Cebrail Ciflikli
keywords: Network traffic data analysis; Kohonen networks; Data mining; CART; Preporcessing process

Structured Data and Source Code Analysis for Financial Fraud Investigations
Joe Sremack
keywords: structured data analysis, source code review, fraud investigation

Integrity, or Lack Thereof, of the Electronic Record Systems of the Courts of the State of Israel
Joseph Zernik
keywords: e-courts; e-government; information systems; validation; electronic signatures; certification; authentication, State of Israel.

Network Visualization of Car Inspection Data using Graph Layout
Jaakko Talonen, Miki Sirola, and Mika Sulkava
keywords: Car inspection; Rejection reason network; Visualization; Gephi; ForceAtlas2

Trend Visualization on Twitter: What's Hot and What's Not?
Sandjai Bhulai, Peter Kampstra, Lidewij Kooiman, Ger Koole, Marijn Deurloo, and Bert Kok
keywords: microblogging; Twitter; trend detection; clustering; visualization; dynamic squarified treemaps

Travel Time Estimation Results with Supervised Non-parametric Machine Learning Algorithms
Ivana Cavar, Zvonko Kavran, and Ruder Michael Rapajic
keywords: vehicle track; travel time estimation; k-nearest neighbours; iterative regression model; urban traffic

Automated Predictive Assessment from Unstructured Student Writing
Norma C. Ming and Vivienne Ming
keywords: Predictive assessment; learning analytics; text mining; topic modeling; online discussion.

Building OLAP Data Analytics by Storing Path-Enumeration Keys into Sorted Sets of Key-Value Store Databases
Luis Loyola, Fernando Wong, and Daniel Pereira
keywords: OLAP; path-enumeration keys; sorted sets; databases; key-value stores

Ontology-Guided Data Acquisition and Analysis
Dominic Girardi, Klaus Arthofer, and Michael Giretzlehner
keywords: ontology-based data acquisition; semantic data quality; ontology-supported data analysis.

Analysis of Streaming Service Quality Using Data Analytics of Network Parameters
Jie Zhang, Hwa-Jong Kim, and Doo-Heon Ahn
keywords: Data analytics; Network parameter; Quality of Service; Streaming service

Modeling Team-Compatibility Factors Using a Semi-Markov Decision Process: A Data-Driven Framework for Performance Analysis in Soccer
Ali Jarvandi, Shahram Sarkani, and Thomas Mazzuchi
keywords: Markov Modeling; Decision Process; Sports; Simulation

Design and Operation of the Electronic Record Systems of the US Courts are Linked to Failing Banking Regulation
Joseph Zernik
keywords: e-Courts; e-Government; United States; Banking Regulation; PACER; CM/ECF

The Open Data Interface (ODI) Framework for Public Utilization of Big Data
Hwa-Jong Kim, Seung-Teak Lee, and Yi-Chul Kang
keywords: big data；open API；open data interface； public data

Evaluating Data Minability Through Compression - An Experimental Study
Dan Simovici, Dan Pletea, and Saaid Baraty
keywords: data mining; lossless compression; LZW; market basket data; patterns; Kronecker product

A New Measure of Rule Importance Using Hellinger Divergence
Chang-Hwan Lee
keywords: Rule Importance; Association; Information Theory;

An Architecture for Semantically Enriched Data Stream Mining
Andreas Textor, Fabian Meyer, Marcus Thoss, Jan Schaefer, Reinhold Kroeger, and Michael Frey
keywords: data stream mining, complex event processing, ontologies, semantic tagging, stream query language, IT management, ambient assisted living.