Journal of Business Analytics

2018 - 2025

Current editor(s): Dursan Delen

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Success Factors Affecting the Intention to Use Business Analytics: An Empirical Study pp. 77-90: Hokey Min, Hey-Young Joo and Seok-Beom Choi
A survey of image labelling for computer vision applications pp. 91-110: Christoph Sager, Christian Janiesch and Patrick Zschech
A Combined Approach For Collaborative Filtering Based Recommender Systems with Matrix Factorisation and Outlier Detection pp. 111-124: Venil P., Vinodhini G. and K. Suresh Joseph
Methodology to combine theoretical knowledge with a data-driven probabilistic graphical model pp. 125-139: Kazim Topuz, Brett D. Jones, Sumeyra Sahbaz and Murad Moqbel
Revenue characterisation with Singular Spectrum Analysis pp. 140-154: Rajiv Sambasivan
Balancing privacy rights and surveillance analytics: a decision process guide pp. 155-170: Daniel J. Power, Ciara Heavin and Yvonne O’Connor
Exposing model bias in machine learning revisiting the boy who cried wolf in the context of phishing detection pp. 171-178: Duan C.J. (Chaojie) and Anuj Gaurav

Short-term prediction of opioid prescribing patterns for orthopaedic surgical procedures: a machine learning framework pp. 1-13: Ebrahim Mortaz, Ali Dag, Lorraine Hutzler, Christopher Gharibo, Lisa Anzisi and Joseph Bosco
An integrated approach to renew software contract using machine learning pp. 14-25: Shylu John, Bhavin Shah, Varun Dixit and Amol Wani
Cybersecurity Threats and Organisational Response: Textual Analysis and Panel Regression pp. 26-39: Anand Jeyaraj, Amir Zadeh and Vikram Sethi
Using Scouting Reports Text To Predict NCAA → NBA Performance pp. 40-54: Philip Maymin
Classifying insincere questions on Question Answering (QA) websites: meta-textual features and word embedding pp. 55-66: Mohammad Al-Ramahi and Izzat Alsmadi
Team Contingent or Sport Native? A Bayesian Analysis of Home Field Advantage in Professional Soccer pp. 67-75: Duan C. J. (Chaojie) and Ananyo Chakravarty

A market basket analysis of the US auto-repair industry pp. 79-92: Hilde Patron and Laureano Gomez
Estimation and demographic analysis of COVID-19 infections with respect to weather factors in Europe pp. 93-106: Reza Gharoie Ahangar, Robert Pavur, Mahdi Fathi and Abdulazeez Shaik
Assessing text mining algorithm outcomes pp. 107-121: Triss Ashton, Nicholas Evangelopoulos, Audhesh Paswan, Victor R. Prybutok and Robert Pavur
How advanced analytics create (Core) value: an example from a pharmaceutical company, AstraZeneca pp. 122-137: Bart Willigers
Determining rank in the market using a neutrosophic decision support system pp. 138-157: Anuradha Banerjee, Basav Roychoudhury and Bidyut Jyoti Gogoi
A hybrid data analytics approach for high-performance concrete compressive strength prediction pp. 158-168: Serhat Simsek, Mehmet Gumus, Mohamed Khalafalla and Tahir Bachar Issa

Management of analytics-as-a-service - results from an action design research project pp. 1-16: Christian Dremel, Emanuel Stoeckli and Jochen Wulf
Deriving topic-related and interaction features to predict top attractive reviews for a specific business entity pp. 17-31: Eunjung Lee and Huimin Zhao
Privacy preserving targeted advertising and recommendations pp. 32-55: Theja Tulabandhula, Shailesh Vaya and Aritra Dhar
Refund fraud analytics for an online retail purchases pp. 56-66: Shylu John, Bhavin J. Shah and Pradeep Kartha
Artificial neural network incorporated decision support tool for point velocity prediction pp. 67-78: Serhat Simsek, Onur Genc, Abdullah Albizri, Semih Dinc and Bilal Gonen

How ideological network influences terrorist attack tactics? An empirical study pp. 101-117: Lyudmyla Starostyuk, Kay-Yut Chen and Edmund L. Prater
The origins of business analytics and implications for the information systems field pp. 118-133: Nik Rushdi Hassan
Bayesian assessment of predictors’ contributions to variation in the predictive performance of a logistic regression model pp. 134-146: Yonggang Lu
Organisational project evaluation via machine learning techniques: an exploration pp. 147-159: Alon Yaakobi, Moshe Goresh, Iris Reychav, Roger McHaney, Lin Zhu, Hanoch Sapoznikov and Yuval Lib
Business analytics capability, organisational value and competitive advantage pp. 160-173: Michael O’Neill and Anthony Brabazon

Tree-based methods for clustering time series using domain-relevant attributes pp. 1-23: Mahsa Ashouri, Galit Shmueli and Chor-Yiu Sin
An empirical model of the decision to switch between electricity price contracts pp. 24-46: Gauthier Lanot and Mattias Vesterberg
An evidence-based management framework for business analytics pp. 47-62: Kevin P. Scheibe, Sree Nilakanta, Cliff T. Ragsdale and Bob Younie
Predicting the point spread in professional basketball in real time: a data snapshot approach pp. 63-73: Varol Onur Kayhan and Alison Watkins
Remedies against bias in analytics systems pp. 74-87: John Steven Edwards and Eduardo Rodriguez
Optimizing management of emergency gas leaks: a case study in business analytics pp. 88-99: Charles R. Hadlock and Samuel W. Woolford

From analytics to artificial intelligence pp. 73-80: Thomas H. Davenport
Business analytics and firm performance: role of structured financial statement data pp. 81-92: Vincent Whitelock
Topic modeling for analyzing open-ended survey responses pp. 93-116: Andra-Selina Pietsch and Stefan Lessmann
Alignment of business and social media strategies: insights from a text mining analysis pp. 117-134: Amir Hassan Zadeh and Anand Jeyaraj
Explaining impact of predictors in rankings: an illustrative case of states rankings pp. 135-143: A. Rodriguez, Ahmet S. Ozkul and Brian A. Marks

Introduction to the inaugural issue of Journal of Business Analytics pp. 1-1: Sudha Ram and Dursun Delen
Research challenges and opportunities in business analytics pp. 2-12: Dursun Delen and Sudha Ram
Beyond solving the last mile problem: the substitution effects of bike-sharing on a ride-sharing platform pp. 13-28: Juan Qin, Stephanie Lee, Xiangbin Yan and Yong Tan
Classifying facts and opinions in Twitter messages: a deep learning-based approach pp. 29-39: Swayambhu Chatterjee, Shuyuan Deng, Jun Liu, Ronghua Shan and Wu Jiao
Defining business analytics: an empirical approach pp. 40-53: D. J. Power, C. Heavin, J. McDermott and M. Daly
Analysing forward-looking statements in initial public offering prospectuses: a text analytics approach pp. 54-70: Jie Tao, Amit V. Deokar and Ashutosh Deshmukh
Correction pp. 71-71: The Editors