Data Science and Business Analytics

Data Acquisition for Business Analytics

Xiaoping Liu, University of Massachusetts Lowell
Xiao-Bai Li, University of Massachusetts Lowell

12:00 AM

Employee Satisfaction and Corporate Performance: Mining Employee Reviews on Glassdoor.com

Ning Luo, Fordham University
Yilu Zhou, Fordham University
John Shon, Fordham University

12:00 AM

Identifying High Quality Carding Services in Underground Economy using Nonparametric Supervised Topic Model

Weifeng Li, University of Arizona Eller College of Management
Junming Yin, University of Arizona Eller College of Management
Hsinchun Chen, University of Arizona

12:00 AM

Is Human Information Processing Affected by Emotional Content? Understanding The Role of Facts and Emotions in the Stock Market

Nicolas Pröllochs, University of Freiburg
Stefan Feuerriegel, University of Freiburg
Dirk Neumann, Albert-Ludwigs-Universität Freiburg im Breisgau

12:00 AM

Mathematical Modelling and Cluster Analysis in Healthcare Analytics - The Case of Length of Stay Management

Daniel Gartner, Cardiff University
Rema Padman, Carnegie Mellon University

12:00 AM

Mining Domain Knowledge: Using Functional Dependencies to Profile Data

Derek Legenzoff, The University of Alabama
Teagen Nabity, The University of Alabama

12:00 AM

Modeling Idle Customers to Tackle the Sparsity Problem in Time-dependent Recommendation

Haidong Zhang, University of the Chinese Academy of Sciences
Wancheng Ni, University of the Chinese Academy of Sciences
Xin Li, City University of Hong Kong
Yiping Yang, University of the Chinese Academy of Sciences

12:00 AM

Process Compliance Checking using Taint Flow Analysis

Alexander Seeliger, Technische Universitat Darmstadt
Timo Nolle, Technische Universitat Darmstadt
Benedikt Schmidt, Technische Universitat Darmstadt
Max Mühlhäuser, Technische Universitat Darmstadt

12:00 AM

Realizing the Activation Potential of Online Communities

Marios Kokkodis, Boston College
Theodoros Lappas, Stevens Institute of Technology

12:00 AM

Reconstructing Open Source Software Ecosystems: Finding Structure in Digital Traces

Alexander Eck, University of St.Gallen
Falk Uebernickel, University of St.Gallen

12:00 AM

Redefiners of Discipline Borders: A Bayesian Detection Method for Conceptual Changes in Scientific Knowledge

Ryo Onozuka, Keio Gijuku Daigaku SFC Kenkyujo, Keio Research Institute at SFC
Tomohito Yamazaki, Keio Research Institute at SFC
Jiro Kokuryo, Keio University

12:00 AM

Ridesharing and the Use of Public Transportation

Katherine Hoffmann, New York University, Stern School of Business
Panos Ipeirotis, NYU/Stern
Arun Sundararajan, New York University, Stern

12:00 AM

Road Condition Measurement and Assessment: A Crowd Based Sensing Approach

Kevin Laubis, FZI Forschungszentrum Informatik
Viliam Simko, FZI Forschungszentrum Informatik
Alexander Schuller, FZI Forschungszentrum Informatik

12:00 AM

Social Influence in Public and Private Behaviors

Shan Huang, Massachusetts Institute of Technology

12:00 AM

Social Media-Driven Credit Scoring: the Predictive Value of Social Structures

Tianhui Tan, National University of Singapore
Tuan Phan, National University of Singapore

12:00 AM

The Value of Live Chat on Online Purchase

Xue Tan, University of Washington
Youwei Wang, Fudan University School of Management
Yong Tan, University of Washington,

12:00 AM

Understanding Moderators of Peer Influence for Engineering Viral Marketing Seeding Simulations and Strategies

Daning Hu, University of Zurich
Jiaqi Yan, University of Zurich
Rene Algesheimer, University of Zurich
Markus Meierer, University of Zurich

12:00 AM

Using TB-Sized Data to Understand Multi-Device Advertising

Quan Wang, Carnegie Mellon University
Beibei Li, Carnegie Mellon University
Pengyuan Wang, University of Georgia
Jimmy Yang, Yahoo! Inc

12:00 AM

Who’s A Good Decision Maker? Data-Driven Expert Worker Ranking under Unobservable Quality

Tomer Geva, Tel Aviv University
Maytal Saar-Tsechansky, University of Texas at Austin

12:00 AM