Data, Text, and Web Mining for Business Analytics

CDMF: A Deep Learning Model based on Convolutional and Dense-layer Matrix Factorization for Context-Aware Recommendation

Mingxin Gan, University of Science and Technology Beijing
Yingxue Ma, University of Science and Technology Beijing
Kejun Xiao, N/A

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Cross-Cultural Examination on Content Bias and Helpfulness of Online Reviews: Sentiment Balance at the Aspect Level for a Subjective Good

Makoto Nakayama, DePaul University
Yun Wan, University of Houston - Victoria

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Data Stream Models for Predicting Adverse Events in a War Theater

Donghui Shi, Anhui Jianzhu University
Jozef Zurada, University of Louisville
Waldemar Karwowski, University of Central Florida
Jian Guan, University of Louisville

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics

Dursun Delen, Oklahoma State University
Hamed Majidi Zolbanin, Ball State University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Leveraging Indexical Pragmatics (OFIP) for Search Engine: An Ontology- based Approach

Dapeng Liu, Virginia Commonwealth University
Victoria Y Yoon, Virginia Commonwealth University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Mining User-Generated Repair Instructions from Automotive Web Communities

Thiemo Wambsganss, Karlsruhe Institute of Technology
Hansjörg Fromm, Karlsruhe Institute of Technology

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Predicting the Outcome of a Football Game: A Comparative Analysis of Single and Ensemble Analytics Methods

Enes Eryarsoy, Istanbul Sehir University
Dursun Delen, Oklahoma State University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning

Bernhard Lutz, University of Freiburg
Nicolas Pröllochs, University of Oxford
Dirk Neumann, University of Freiburg

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Unsupervised Ranking of Numerical Observations based on Magnetic Properties and Correlation Coefficient

Khalid Alattas, University of Louisiana at Lafayette
Aminul Islam, University of Louisiana at Lafayette
Ashok Kumar, University of Louisiana at Lafayette
Magdy Bayoumi, University of Louisiana at Lafayette

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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