DATA ANALYTICS 2017, The Sixth International Conference on Data Analytics

Type: conference

Notes: IARIA Conference.

Editors:
Sandjai Bhulai, Vrije Universiteit Amsterdam, the Netherlands
Dimitris Kardaras, Athens University of Economics and Business, Greece

ISSN: 2308-4464

ISBN: 978-1-61208-603-3

Location: Barcelona, Spain

Dates: from November 12, 2017 to November 16, 2017

Articles: there are 13 articles

Mining Long-term Topic from a Real-time Feed
Marijn ten Thij
keywords: Topic Detection and Tracking; Twitter; Cluster Analysis; Content analysis; First Story Detection

A Use Case-oriented Framework for the Evaluation of In-Memory IT-Systems
Stephan Ulbricht, Marek Opuszko, Johannes Ruhland, and Sven Gehrke
keywords: In-Memory IT-Systems; Business Value; Analytic Hierarchy Process (AHP); Multi-Attribute Utility Theory

A Visual Data Profiling Tool for Data Preparation
Bjørn Marius Von Zernichow and Dumitru Roman
keywords: data preparation; visual data profiling; linked data; usability testing; interactive data cleaning and transformation

Contents Popularity Prediction by Vector Representation Learned from User Action History
Naoki Nonaka, Kotaro Nakayama, and Yutaka Matsuo
keywords: Popularity prediction, Wikipedia, Vector representation, MLP

A Novel Approach to Information Spreading Models for Social Networks
Burcu Sayin and Serap Şahin
keywords: social network analysis; information spreading; information cascades

A Graph Theoretical Approach for Identifying Fraudulent Transactions in Circular Trading
Priya Mehta, Jithin Mathews, S.V. Kasi Visweswara Rao, K. Sandeep Kumar, and Ch. Sobhan Babu
keywords: social network analysis; fraud detection; circular trading; value added tax

When Teachers and Machines Achieve the Best Combination: A National Comparative Study of Face-to-face and Blended Teaching and Learning
Cecilia Marconi, Juan José Goyeneche, and Cristóbal Cobo
keywords: Plan Ceibal; Online learning; LMS Engagement; Learning Analytics; Adaptive test

Integrating the Balanced Scorecard and Web Analytics for Strategic Digital Marketing: A Multi-criteria Approach using DEMATEL
Dimitris Kardaras, Bill Karakostas, Stavroula Barbounaki, Anastasios Papadopoulos, and Stavros Kaperonis
keywords: Google analytics, DEMATEL, Digital Marketing Analytics, Multi-Criteria Analysis

Optimization of the Revenue of the New York City Taxi Service using Markov Decision Processes
Jacky Li, Sandjai Bhulai, and Theresia van Essen
keywords: New York taxi service; revenue optimization; optimal routing; Markov decision processes

Japanese Kanji Characters are Small-World Connected Through Shared Components
Mark Jeronimus, Sil Westerveld, Cees van Leeuwen, Sandjai Bhulai, and Daan van den Berg
keywords: Japanese characters; Kanji; components; radicals; small-world networks; phase transition; Zipf's law; Gelb's hypothesis

Spatio-Temporal Modeling for Residential Burglary
Maria Mahfoud, Sandjai Bhulai, and Rob van der Mei
keywords: Predictive analytics; forecasting; spatio-temporal modeling; residential burglary

Detecting Fake Reviews through Sentiment Analysis Using Machine Learning Techniques
Elshrif Elmurngi and Abdelouahed Gherbi
keywords: Sentiment Analysis; Fake Reviews; Naïve Bayes; Support Vector Machine; k-Nearest Neighbor; KStar; Decision Tree -J48.

Aspect Term Extraction from Customer Reviews using Conditional Random Fields
Hardik Dalal and Qigang Gao
keywords: Aspect-based Sentiment Analysis; Aspect-term Extraction; Data Analytics; Conditional Random Fields