Tools for Healthcare Data Lake Infrastructure BenchmarkingInformation Systems Frontiers - - Trang 1-22 - 2024
Tommaso Dolci, Lorenzo Amata, Carlo Manco, Fabio Azzalini, Marco Gribaudo, Letizia Tanca
Vast amounts of medical data are generated every day, and constitute a crucial asset to improve therapy outcomes, medical treatments and healthcare costs. Data lakes are a valuable solution for the management and analysis of such a variety and abundance of data, yet to date there is no data lake architecture specifically designed for the healthcare domain. Moreover, benchmarking the underlying inf...... hiện toàn bộ
Data Sensitivity and Domain Specificity in Reuse of Machine Learning ApplicationsInformation Systems Frontiers - - Trang 1-8 - 2023
Corinna Rutschi, Nicholas Berente, Frederick Nwanganga
Data sensitivity and domain specificity challenges arise in reuse of machine learning applications. We identify four types of machine learning applications based on different reuse strategies: generic, distinctive, selective, and exclusive. We conclude with lessons for developing and deploying machine learning applications.
Agent-Based Knowledge Analysis Framework in Disaster ManagementInformation Systems Frontiers - Tập 20 - Trang 783-802 - 2017
Dedi Iskandar Inan, Ghassan Beydoun, Simon Opper
Disaster Management (DM) is a complex set of interrelated activities. The activities are often knowledge-intensive and time sensitive. Timely sharing of the required knowledge is critical for DM. For recurring disasters (e.g. floods), developed countries tend to have dedicated document repositories of Disaster Management Plans (DISPLANs) that can be accessed as needs arise. However, accessing the ...... hiện toàn bộ
Organizational implications of a comprehensive approach for cloud-storage sourcingInformation Systems Frontiers - Tập 19 - Trang 57-73 - 2015
Venkataraghavan Krishnaswamy, R. P. Sundarraj
Cloud-computing facilitates consumers to source online storage-services on a pay-as-you-go basis. The sourcing of storage-as-a-service (STaaS) requires a decision maker to contend with several elements such as pricing structure, application characteristics and quality-of-service requirements, in addition to tactical considerations such as risk propensity and supplier diversification. This makes ST...... hiện toàn bộ
Optimum design of electronic communities as economic entitiesInformation Systems Frontiers - Tập 8 - Trang 179-194 - 2006
Levent V. Orman
Electronic communities can be designed to organize consumers, to pool their purchasing power, and to guide their purchasing decisions. Such commercial electronic communities have the potential to facilitate the creation of novel marketplaces, and even radically change the buyer-seller interaction, as physical communities did throughout the history. Commercial electronic communities are groups of c...... hiện toàn bộ
A viability theory for digital businesses: Exploring the evolutionary changes of revenue mechanisms to support managerial decisionsInformation Systems Frontiers - Tập 19 - Trang 899-922 - 2016
Michaela Sprenger, Tobias Mettler, Robert Winter
The ongoing integration of Information Technology (IT) into various areas of our lives has led to a plethora of digital products and services. To survive competition in the long run, these offerings not only have to keep up with constant technological developments, but also have to adapt from a business point of view. Managers of these digital businesses have to especially focus on the design and ...... hiện toàn bộ
Overcoming organizational challenges to secure knowledge managementInformation Systems Frontiers - Tập 9 - Trang 481-492 - 2007
Finn Olav Sveen, Eliot Rich, Matthew Jager
Incident management systems have the potential to improve security dramatically but often experience problems stemming from organizational, interpersonal and social constraints that limit their effectiveness. These limits may cause underreporting of incidents, leading to erroneous perceptions of the actual safety and security situation of the organization. The true security situation may be better...... hiện toàn bộ
An integrative model of trust on IT outsourcing: Examining a bilateral perspectiveInformation Systems Frontiers - Tập 10 - Trang 145-163 - 2008
Jae-Nam Lee, Minh Q. Huynh, Rudy Hirschheim
Trust has been considered a central aspect of successful IT outsourcing. Although a great deal of interest in trust has been described, there are very few theoretical models in the IT outsourcing literature to explain mutual trust, its role, and its impact in IT outsourcing. This study proposes a trust-based relationship research model to assess the perceived IT outsourcing success in terms of (1)...... hiện toàn bộ
An empirical investigation into the effects of web search characteristics on decisions associated with impression formationInformation Systems Frontiers - Tập 12 - Trang 579-593 - 2009
Shailaja Venkatsubramanyan, Timothy R. Hill
It is now common knowledge that information on the World Wide Web is used by people to acquire facts before making decisions—a key activity being forming impressions about other people. Given this, an interesting question arises as to whether and how such impressions may be biased by the characteristics of the information source itself. For instance, in the case of search results about a person, d...... hiện toàn bộ