Data Science and Analytics for Decision Support (SIG DSA)

The track “Data Science and Analytics for Decision Support” seeks original research that promotes technical, theoretical, design science, pedagogical, and behavioral research as well as emerging applications in analytics and big data. Topics include (but are not limited to) data analytics and visualization from varied data sources (e.g. sensors or IoT data, text, multimedia, clickstreams, user-generated content) involving issues dealing with curation; management and infrastructure for (big) data; standards, semantics, privacy, security, legal and ethical issues in big data, analytics and KM (knowledge management); intelligence and scientific discovery using big data; analytics applications in various domains such as smart cities, smart grids, financial fraud detection, digital learning, healthcare, criminal justice, energy, environmental and scientific domains, sustainability; business process management applications such as process discovery, performance analysis, process conformance and mining using analytics and KM, cost-sensitive, value-oriented, and data-driven decision analysis, and optimization. Visionary research on new and emerging topics that make innovative contributions to the field are also welcome.

Track Chairs:

Ciara Heavin, University College Cork c.heavin@ucc.ie
Aleš Popovič, NEOMA Business School ales.popovic@neoma-bs.fr
Haya Ajjan, Elon University hajjan@elon.edu

Schedule

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2021
Monday, August 9th
12:00 AM

A Beyond the Dominant Paradigm Model for Examining Adoption of Big Data

Md Golam Kibria, University of Toledo
Golnoush (Julie) Joreimi, University of Toledo
Vatsal Keshavbhai Paghadal, University of Toledo
Suvankar Ghosh, University of Toledo

12:00 AM

An Explainable Machine Learning Model for Chronic Wound Management Decisions

Haadi Mombini, Worcester Polytechnic Institute
Bengisu Tulu, WPI
Diane Strong, Worcester Polytechnic Institute
Emmanuel O. Agu, Worcester Polytechnic Institut
Clifford Lindsay, UMass Memorial
Lorraine Loretz, The Vascular Care Group
Peder C. Pedersen, Worcester Polytechnic Institute
Raymond Dunn, UMass Memorial

12:00 AM

Applying Multi-Criteria Decision-Making for the Selection of Big Data Technologies

Matthias Volk, Otto-von-Guericke University Magdeburg
Daniel Staegemann, Otto-von-Guericke University
Dennis Bischoff, Otto-von-Guericke University
Klaus Turowski, Otto-von-Guericke-University Magdeburg

12:00 AM

Data Quality: Success Factors

Mehmet AKGUL, McMaster University

12:00 AM

Data Visualization Can Shifts our Sharing Economy Perceptions: Austin, Texas Airbnb Landscape

Kyle Nash, Baylor University

12:00 AM

Epidemic VS Pandemic: A Visual Data Analysis of Gun Deaths Vs COVID-19 Deaths in the United States of America

Yubo Fu, Claremont Graduate University
Md Moniruzzaman, Claremont Graduate University
Vinh Q. Tran, Claremont Graduate University
Samir Chatterjee, Claremont Graduate University
David Drew, Claremont Graduate University

12:00 AM

Gender and Racial Homophily in Email Networks and the Moderating Role of Business Unit on Network Structure: Evidence from a Large Financial Services Company

Wallace Chipidza, Claremont Graduate University
John Tripp, Clemson University
Elmira Akbaripourdibazar, Claremont Graduate University
TaeHoon Kim, Claremont Graduate University

12:00 AM

How to structure a company-wide Business Activity Monitoring Adoption

Ulrich Kevin Roell, University of Applied Science Cologne (RFH Köln)
Thomas Barth, University of Applied Science Cologne (RFH Köln)

12:00 AM

Impact of the Interplay Between Visualization Styles and Cognitive Bias on Managerial Cognition

Tahmina Sultana, The University of North Carolina at Greensboro
Rahul Singh, UNC Greensboro

12:00 AM

Input data preprocessing for the MCDM model: COPRAS method case study

Bartłomiej Kizielewicz, West Pomeranian University of Technology
Jakub Więckowski, West Pomeranian University of Technology
Andrii Shekhovtsov, West Pomeranian University of Technology
Ewa Ziemba, University of Economics in Katowice
Jarosław Wątróbski, University of Szczecin
Wojciech Sałabun, West Pomeranian University of Technology in Szczecin

12:00 AM

Investigating formation of Collective Identity driving the Black Lives Matter movement during COVID-19

Pranali Mandaokar, University of Texas at San Antonio
Paras Bhatt, The University of Texas at San Antonio
Kim-Kwang Raymond Choo, University of Texas at San Antonio

12:00 AM

Key Performance Indicators for Crisis-Ready Organizations in the Era of Massive Data: The Case of the Cultural Sector

Nguyen Anh Khoa Dam, Université du Québec à Trois-Rivières
Thang Le Dinh, Université du Québec à Trois-Rivières

12:00 AM

Performing Text Analytics on the Constitutions of European and Asian Countries

Tuncay Bayrak, Western New England University

12:00 AM

Real-time Streaming Technology and Analytics for Insights

J.P. Shim, Georgia State University
Karan Nisar, Tibco Software Inc.

12:00 AM

Semantic Web Analysis Graphs: Guided Multidimensional Analysis of Linked Open Data

Median Hilal, Department of Business Informatics - Data and Knowledge Engineering
Christoph G. Schuetz, Department of Business Informatics - Data and Knowledge Engineering

12:00 AM

The adoption of Big Data technologies - A challenge for National Statistics Offices

Fabio dos Santos Cardoso, University of Minho
João Varajão, University of Minho
Ana Carvalho, University of Minho

12:00 AM

The Sales Data Sells: Effects of Real-Time Sales Analytics on Live Streaming Selling

Yumei He, University of Houston
Lingli Wang, Tsinghua University
Nina Huang, University of Houston
Yili Hong, University of Houston
Jiandong Ding, Alibaba Group
Yan Sun, Alibaba Group
Yingyao Liu, Alibaba Group

12:00 AM

Towards a taxonomy of AI-based methods in Financial Statement Analysis

Tobias Nießner, University of Goettingen
Robert C. Nickerson, San Francisco State University
Matthias Schumann, University of Goettingen

12:00 AM

US Census Block Groups and Location Sharing Behavior: Case of IoT Adoption

Mehrdad Koohikamali, Cal Poly Pomona
Dan J. Kim, University of North Texas

12:00 AM

Who to donate to? A Recommender Model for Donation-based Crowdfunding

Mingyan Xu, Baruch College, City University of New York
Yuanfeng Cai, Baruch College, CUNY

12:00 AM