Machine learning in occupational accident analysis: A review using science mapping approach with citation network analysis

S Sarkar, J Maiti - Safety science, 2020 - Elsevier
The present study reviews the publications that examine the application of machine learning
(ML) approaches in occupational accident analysis. The review process includes four …

A machine learning-based usability evaluation method for eLearning systems

A Oztekin, D Delen, A Turkyilmaz, S Zaim - Decision Support Systems, 2013 - Elsevier
The research presented in this paper proposes a new machine learning-based evaluation
method for assessing the usability of eLearning systems. Three machine learning methods …

Editor's comments: riding the wave: past trends and future directions for health IT research

D Romanow, S Cho, D Straub - MIS quarterly, 2012 - JSTOR
Background Before analyzing the HIT literature, it is helpful to underline the importance of
this area, not simply from the standpoint of scholars, but from the standpoint of society as a …

A look toward the future: decision support systems research is alive and well

B Hosack, D Hall, D Paradice… - Journal of the Association …, 2012 - aisel.aisnet.org
This commentary examines the historical importance of decision support to the information
systems (IS) field from the viewpoint of four researchers whose work spans the several …

A service oriented architecture to provide data mining services for non-expert data miners

M Zorrilla, D García-Saiz - Decision Support Systems, 2013 - Elsevier
In today's competitive market, companies need to use discovery knowledge techniques to
make better, more informed decisions. But these techniques are out of the reach of most …

Method engineering as design science

G Goldkuhl, F Karlsson - Journal of the Association for Information …, 2020 - aisel.aisnet.org
In this paper, we motivate, devise, demonstrate, and evaluate an approach for the research-
based development of information systems development methods (ISDMs). This approach …

[PDF][PDF] Issues to consider in designing health care information systems: a user-centred design approach

AJ Abugabah, O Alfarraj - electronic Journal of Health Informatics, 2015 - Citeseer
Objectives: This paper presents a literature review of recent research on user-centred
requirements of Healthcare Information Systems. Methods: Our aim is to identify key issues …

[HTML][HTML] Innovating from within: a process model for user-centered digital development in academic medical centers

SK Chokshi, DM Mann - JMIR human factors, 2018 - humanfactors.jmir.org
Background: Design thinking and human-centered design approaches have become
increasingly common in health care literature, particularly in relation to health information …

Personal health indexing based on medical examinations: a data mining approach

L Chen, X Li, Y Yang, H Kurniawati, QZ Sheng… - Decision Support …, 2016 - Elsevier
We design a method called MyPHI that predicts personal health index (PHI), a new evidence-
based health indicator to explore the underlying patterns of a large collection of geriatric …

Adapted visual analytics process for intelligent decision-making: application in a medical context

H Ltifi, E Benmohamed, C Kolski… - International journal of …, 2020 - World Scientific
The theoretical and practical researches on Visual Analytics for intelligent decision-making
tasks have remarkably advanced in the past few years. Intelligent Decision Support Systems …