The unprecedented increase in the amount of data available for processing has created novel opportunities for individuals, organizations, and society. For instance, the field of cognitive analytics mimics the human brain to draw inference from unstructured data. This is creating a huge impact in fields like healthcare, finance, energy, and sports by assisting in complex analytical tasks. The ability to manage big data and glean insightful knowledge is also leading towards process-centric transformations in organizations. At a higher level, big data and analytics applications are able to drive positive impact on society in the areas of poverty mitigation, health and well-being, food safety, energy, and sustainability. Organizations are allocating greater resources to enhance and develop new innovative applications of advanced analytics. As organizations transform into data and analytics centric enterprises (e.g. health insurance companies, automobile companies), more research is needed on both the technical and organizational aspects. On one hand, research focused on the creation and application of new data science approaches like deep learning, cognitive computing can inform us about the different ways to improve decision making and outcomes. On the other hand, research on organizational issues in the analytics context can inform industry leaders on handling various organizational and technical opportunities along with various challenges associated with building and executing big data driven organization. Examples may include, data and process governance and ethical issues, leadership, and driving innovation.
Schedule

Subscribe to RSS Feed

2020
Monday, August 10th
12:00 AM

A case for Data Democratization

Pranjal Awasthi, Mays Business School, Texas A&M University
Jordana J. George, Mays Business School at Texas A&M University

12:00 AM

A Dynamic Classification Approach to Churn Prediction in Banking Industry

Hoiyin Christina Leung, University of Central Florida
Wingyan Chung, Western Carolina University and University of Hong Kong

12:00 AM

A Novel Machine Learning Approach for High-Performance Diagnosis of Premature Internet Addiction Using the Unfolded EEG Spectra

Jan Gross, Aalen University
Hermann Baumgartl, Aalen University
Ricardo Buettner, Aalen University

12:00 AM

A Pilot Study on Designing a Data & AI Performance Canvas

Michael Engel, Volkswagen Financial Services AG
Fabian Lang, Hanover University of Applied Sciences

12:00 AM

Algorithmic Appreciation Across Task Difficulty

Eric Bogert, University of Georgia
Rick Watson, University of Georgia
Aaron Schecter, University of Georgia

12:00 AM

An Assessment of Medication Therapy and Readmission of Comorbid Diabetic Patients

Chinedu Ossai, Swinburne University
Nilmini Wickramasinghe, Swinburne University

12:00 AM

An Industry-Agnostic Approach for the Prediction of Return Shipments

Adrian Hofmann, University of Wuerzburg
Fabian Gwinner, University of Wuerzburg
Kevin Fuchs, University of Würzburg
Axel Winkelmann, University of Würzburg

12:00 AM

Analyzing Co-authorship Network for Homophily – Evidence from IS senior Scholar’s Basket of Eight Journals for Business Analytics Research

Rahul Dwivedi, Texas A&M University - Central Texas
Sridhar Nerur, University of Texas at Arlington

12:00 AM

Bridging the Gap between Insights and Action: the Role of Analytical Storytelling

Elisa Gagnon, Bishop's University
Olivier Caya, Université de Sherbrooke

12:00 AM

Convolutional Neural Networks for Survey Response Classification

Nikolai Stein, Julius-Maximilians-University
Felix Oberdorf, Julius-Maximilians-University
Jonas Pirner, Julius-Maximilians-University

12:00 AM

Customer Co-creation through the Lens of Service-dominant Logic: A literature Review

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

12:00 AM

Design Science Guided Sports Information System Framework Development for Sports Data Analytics

Shastri Nimmagadda, Curtin University
Anthony Mullins, Curtin University
Torsten Reiners, Curtin University
Dr Neel Mani, Amity University

12:00 AM

Discovering Design Principles of Web Analytics Tools: A Text Mining Approach

Yousra Harb, Yarmouk University
Yanyan Shang, The University of Tampa
Lamar Al-Musa, Yarmouk University

12:00 AM

Dynamic Modelling of Inter-Organizational Networks Using the Domain Knowledge and Big Data Analytics

Piotr Śliwa, Institute of Organization and Management
Grzegorz Krzos, Institute of Organization and Management
Maciej Pondel, Institute of Organization and Management

12:00 AM

Early Public Outlook on the Coronavirus Disease (COVID-19): A Social Media Study

Giridhar Reddy Bojja, Dakota State University
Martinson Ofori, Dakota State University
Jun Liu, Dakota State University
Loknath Sai Ambati, Dakota State University

12:00 AM

Home Field Advantage in Major League Soccer

Christopher Njunge, California Lutheran University
Brian Hilton, Claremont Graduate University
Lorne Olfman, Claremont Graduate University
June Hilton, Claremont Graduate University

12:00 AM

Interpretable Multiple Treatment Revenue Uplift Modeling

Robin M. Gubela, Humboldt-Universität zu Berlin
Stefan Lessmann, Humboldt-University of Berlin

12:00 AM

Is Attention Contagious? Estimating the Spillover Effect of Investor Attention in Digital Networks

Wuyue (Phoebe) Shangguan, Zhejiang University
Xi Chen, Zhejiang University
Alvin Leung, City University of Hong Kong

12:00 AM

Linking Big Data and Business: Design Parameters of Data-Driven Organizations

Janine Adina Hagen, LMU Munich
Thomas Hess, Institute for Information Systems

12:00 AM

Local Learning from Municipal Ransomware Attacks

Kent Marett, Mississippi State University
Misty Nabors, Mississippi State University

12:00 AM

Machine Learning and Grounded Theory: New Opportunities for Mixed-Design Research

Jang Bahadur Singh, Indian Institute of Management, Tiruchirappalli
M Vimal Kumar, Indian Institute of Management Tiruchirappalli
Rajesh Chandwani, Indian Institute of Management
Biju Varkkey, Indian institute of Management Ahmedabad

12:00 AM

Making the Newsvendor Smart – Order Quantity Optimization with ANNs for a Bakery Chain

Franz Seubert, Lehrstuhl für Betriebswirtschaftslehre und Wirtschaftsinformatik
Nikolai Stein, Julius-Maximilians-University
Fabian Taigel, Lehrstuhl für Logistik und quantitative Methoden in der Betriebswirtschaftslehre
Axel Winkelmann, University of Würzburg

12:00 AM

Opioid Use Disorder: Decision Support for Healthcare Professionals

Neetu Singh, University of Illinois - Springfield
Upkar Varshney, GSU

12:00 AM

Predicting Fall Risks Vulnerability with Inpatient Data in Acute Care Hospitalization

Chinedu Ossai, Swinburne University
Louise O’Connor, Epworth HealthCare, Australia
Nilmini Wickramasinghe, Swinburne University

12:00 AM

Provider Selection Framework for Bundled Payments in Healthcare Services

Seokjun Youn, University of Arizona
Anupam Agrawal, Texas A&M University
Subodha Kumar, Temple University
Chelliah Sriskandarajah, Texas A&M University

12:00 AM

Selecting Implementation Criteria in the Age of GeoBlockchain

Constantinos Papantoniou, Claremont Graduate University

12:00 AM

Sharing Economy: Application of Structural Topic Models

Yalda Esmizadeh, University of North Carolina at Greensboro
Bonnie Canziani, University of North Carolina at Greensboro
Hamid R. Nemati, UNCG
Minoo Mondaresnezhad, University of North Carol​ina Wilmington

12:00 AM

Show Your Face! Investigating the Relationship Between Human Faces and Music’s Success

Michael Schlechtinger, University of Siegen
Michael Klesel, University of Siegen
Bjoern Niehaves, University of Siegen

12:00 AM

Social Movement and Core-Peripheral Network Mobilization

Romilla Syed, UNIVERSITY OF MASSACHUSETTS BOSTON
Leiser Silva, University of Houston

12:00 AM

Spatial Analytics -- A Missing Key to Ending Homelessness

Hafsa Aasi, Claremont Graduate University

12:00 AM

Spatial Decision Support System for Student Data: A Case Study of Yemen

Ali Mohammed Bazarah, Claremont Graduate University

12:00 AM

Technological and Human Factors for Supporting Big Data Analytics in Saudi Arabian Higher Education

Maher Mohammed Aseeri, University of Technology Sydeny
Kyeong Kang, University of Technology Sydney

12:00 AM

The Impact of Data Analytics on Hospital Performance

Naser Shekarian, University of Colorado Denver
Ronald Ramirez, University of Colorado Denver
Jiban Khuntia, University of Colorado Denver

12:00 AM

The Impact of Expert Knowledge on User Behavior in Recommender Systems

Nils Herm-Stapelberg, Johannes Gutenberg-Universität Mainz

12:00 AM

Toward Effective Mobile Promotion: A Survey of Mobile Prediction Techniques and Applications

Kai Zhao, Georgia State University
Houping Xiao, Georgia State University
Arun Rai, Georgia State University

12:00 AM

Two-Level Classification of Chronic Stress Using Machine Learning on Resting-State EEG Recordings

Hermann Baumgartl, Aalen University
Eric Fezer, Aalen University
Ricardo Buettner, Aalen University

12:00 AM

Using Mobile Devices for Data Analytics: The Impact of Time Pressure

Brenda L. Eschenbrenner, University of Nebraska at Kearney
Rachel McGill, University of Nebraska at Kearney

12:00 AM

What Makes a Winner? Analyzing Team Statistics to Predict Wins in the NFL

Matthew Gifford, Fingerpaint
Tuncay Bayrak, Western New England University

12:00 AM