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Handbook of Research on Emerging Perspectives on Healthcare Information Systems and Informatics
Entire elements such as devices, ailing individual, care provider, caregiver, and accompanying processes all together for the benefit of an individual needing care.
Published in Chapter:
Recommender Systems in Healthcare: Towards Practical implementation of Real-Time Recommendations to Meet the Needs of Modern Caregiving
Adekunle Oluseyi Afolabi (University of Eastern Finland, Finland) and Pekka Toivanen (University of Eastern Finland, Finland)
DOI: 10.4018/978-1-5225-5460-8.ch014
Abstract
In this chapter the appropriateness of any recommender system in healthcare, which lies in its ability to provide capabilities for meeting the challenges of modern care giving, is examined. The impacts of over two decades of research in and implementation of recommender systems in healthcare are extensively examined in two consecutive periods: first to examine empirical results and practical implementations while the second focuses on validating the earlier findings and justifying the propositions made. Although the result indicates an optimistic progress and upward trend in both the research and implementation, there are compelling reasons to invest more efforts at harmonizing evaluation criteria and metrics. In addition, in order to appropriately, adequately, and effectively meet the challenges of modern care, the rapidly evolving trends, and changing technologies, a novel solution with potential for these capabilities is proposed: a solution to provide real-time recommendations and make them available for sharing among stakeholders in real time.
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