DATA ANALYTICS 2016, The Fifth International Conference on Data Analytics

Type: conference

Notes: IARIA Conference.

Editors:
Sandjai Bhulai, Vrije Universiteit Amsterdam, the Netherlands
Ivana Semanjski, University of Zagreb, Croatia / Ghent University, Belgium

ISSN: 2308-4464

ISBN: 978-1-61208-510-4

Location: Venice, Italy

Dates: from October 9, 2016 to October 13, 2016

Articles: there are 22 articles

Performance of Spanish Encoding Functions during Record Linkage
Maria del Pilar Angeles and Noemi Bailón-Miguel
keywords: data mining; data matching; de-duplication; record linkage.

Leveraging Analytics to Predict Geomagnetic Storms: Impact to Global Telecommunications
Taylor Larkin and Denise McManus
keywords: geomagnetic storms; stacked generalization; regularization; predictive modeling

A Framework for Call Center Decongestion Using Sequential Pattern Analysis
Eugene Rex Jalao
keywords: call center; decongestion; hotline; sequential pattern analysis;

Tracking Cyclists and Walkers: Will it Change Planning and Policy Processes?
João Bernardino, Predrag Živanović, Mafalda Lopes, Slaven Tica, Branko Milovanović, Stanko Bajčetić, and Giacomo Lozzi
keywords: walking; cycling; GPS; mobility; tracking; transport planning, transport policy.

The 100-fold Cross Validation for Small Sample Method
Shuichi Shinmura
keywords: Fisher’s LDF; logistic regression; two SVMs; three Optimal LDFs (OLDFs); Best Model; LOO.

Improving Process Mining Prediction Results in Processes that Change over Time
Alessandro Berti
keywords: Concept Drift; Process Mining; Prediction.

Real-Time Knowledge Map Services on National R&D Data
Kang-Ryul Shon, Han-Jo Jeong, Cheol-Joo Chae, and Chul-Su Lim
keywords: Knowledge Map; Map Service; NDSL-NTIS; Real-Time Analysis ; Slice and Dice

Multilingual Sentiment Analysis on Data of the Refugee Crisis in Europe
Gayane Shalunts and Gerhard Backfried
keywords: Multilingual sentiment analysis; refugee crisis

The Impact of Machine Translation on Sentiment Analysis
Gayane Shalunts, Gerhard Backfried, and Nicolas Commeignes
keywords: Sentiment analysis; machine translation.

Car Sales Forecasting Using Artificial Neural Networks and Analytical Hierarchy Process (Case Study Kia and Hyundai Incorporations in the USA)
Danial Shahrabi Farahani, Mansour Momeni, and Nader Sayyed Amiri
keywords: car sale prediction; analytical hierarchy process; artificial neural networks; feed forward network; multi-layer back propagation neural network; learning algorithm

Predicting Candidate Uptake For Online Vacancies
Corné de Ruijt, Sandjai Bhulai, Han Rusman, and Leon Willemsens
keywords: recruitment analytics; HR analytics

Almost Squares in Almost Squares: Solving the Final Instance
Florian Braam, Mark Moes, Emiel Suilen, Daan van den Berg, and Sandjai Bhulai
keywords: Asqas; almost-squares in almost-squares; rectangle packing problem.

Twitter Analytics for the Horticulture Industry
Marijn ten Thij, Sandjai Bhulai, Wilco van den Berg, and Henk Zwinkels
keywords: Twitter; horticulture; social media analytics

Using Data Mining Techniques for Information System Research Purposes – An Examplary Application in the Field of Business Intelligence and Corporate Performance Management Research
Karin Hartl and Olaf Jacob
keywords: Data Mining; Association Rule Discovery; Business Intelligence; Corporate Performance Management

Travelled Distance Estimation for GPS-based Round Trips: Car-Sharing Use Case
Angel J. Lopez, Ivana Semanjski, Dominique Gillis, Daniel Ochoa, and Sidharta Gautama
keywords: Data quality; travelled distance; CAN-BUS data; GPS data

Forecasting Travel Behaviour from Crowdsourced Data with Machine Learning Based Model
Angel Lopez, Ivana Semanjski, and Sidharta Gautama
keywords: travel behavior; smart city; crowdsourceing; transport planning

Datamining and Big Freight Transport Database
Massimiliano Petri, Antonio Pratelli, and Giovanni Fusco
keywords: Freight Demand Model; Bayesian Networks; European Freight Corridor; Demand Forecasting

Seaplane Traffic in the Republic of Croatia
Pero Vidan, Merica Slišković, and Nikola Očašić
keywords: Seaplane; Traffic, Safety; Seaplane Service in the Republic of Croatia.

WACIC Method – A Web Analytics Process to Perform Continuous Improvement in Digital Environments
Adriana Figueiredo, Regina Moraes, and Marcos Borges
keywords: Web Analytics; Metrics; Method; Google Analytics

Learning Analytics: Supporting Teaching and Learning through Learner’s Data Analytics and Visualization
Ali Shiri
keywords: Learning analytics; learner’s big data; visualization; data analytics; learning management systems.

Tourism Websites Network: Crawling the Italian Webspace
Alessandro Longheu, Giuseppe Mangioni, and Marialaura Previti
keywords: web pages categorization; text classification; Support Vector Machine (SVM); complex networks; tourism management.

A Study of the OAuth 2.0 Protocol Extended Using SMS for Safe User Access
Chae Cheol-Joo and Kwang-Nam Choi
keywords: OAuth 2.0; User Access; Authentication; Authorization