A Proposed Framework and Future Research Opportunities
Accounting for individual and situational heterogeneity (i.e., precision) is now an important area of research and treatment in the field of medicine. This essay argues that precision should also be embraced within digital health artifacts, such …
The Role of Platform and Smart Device Manufacturer
At present, businesses can reap impressive benefits from the Internet of Things (IoT). However, with the increasing number of IoT devices and the complexity of the IoT ecosystem, there is a growing concern about security vulnerabilities. This …
In the last years, the increasing scientific and industrial interest in Business Process Management (BPM) approaches and methods on the one side, and Internet-of-Things (IoT) technologies and tools on the other. Are these fields complementary?
verfasst von:
Francesca De Luzi, Francesco Leotta, Andrea Marrella, Massimo Mecella
Process mining—a suite of techniques for extracting insights from event logs of Information Systems (IS)—is increasingly being used by a wide range of organisations to improve operational efficiency. Despite extensive studies of Critical Success …
verfasst von:
Azumah Mamudu, Wasana Bandara, Moe T. Wynn, Sander J. J. Leemans
Data-centric artificial intelligence (data-centric AI) represents an emerging paradigm that emphasizes the importance of enhancing data systematically and at scale to build effective and efficient AI-based systems. The novel paradigm complements …
verfasst von:
Johannes Jakubik, Michael Vössing, Niklas Kühl, Jannis Walk, Gerhard Satzger
Providing Multimodal Mobility Through Digital Wallets
With growing awareness of sustainability and convenience expectations, customers are increasingly demanding integrated and seamless mobility in the form of mobility-as-a-service (MaaS). However, as centralized MaaS platforms have thus far failed …
verfasst von:
Alexandra Hoess, Jonathan Lautenschlager, Johannes Sedlmeir, Gilbert Fridgen, Vincent Schlatt, Nils Urbach
Cybersecurity threats faced by organizations are growing in volume and sophistication, with human issues being a significant reason underlying these threats. Organizations report the need for skills development to face these challenges. This need …
verfasst von:
Dixon Prem Daniel Rajendran, Rangaraja P. Sundarraj
This study draws on signaling theory to investigate the effect of hedonic signals in crowdfunding projects on funding performance. It compares the effect of hedonic signals across reward-, equity-, and donation-based crowdfunding platforms by …
Contextualization is an important challenge in process mining. While Internet of Things (IoT) devices are collecting increasing amounts of data on the physical context in which business processes are executed, the IoT and process mining fields are …
verfasst von:
Yannis Bertrand, Jochen De Weerdt, Estefanía Serral
Workarounds, or deviations from standardized operating procedures, can indicate discrepancies between theory and practice in work processes. Traditionally, observations and interviews have been used to identify workarounds, but these methods can …
verfasst von:
Wouter van der Waal, Inge van de Weerd, Iris Beerepoot, Xixi Lu, Teus Kappen, Saskia Haitjema, Hajo A. Reijers
The majority of (business) processes described in literature are discrete, i.e., they result in an identifiable and distinct outcome such as a settled customer claim or a produced part. However, there also exists a plethora of processes in process …
Capabilities for an Integrated Digital and Sustainability Transformation
Complex digitalization and sustainability challenges shape today’s management agendas. To date, the dedication of Information Systems research to both challenges has not been equal in terms of effort and reward. Building capabilities to leverage …
verfasst von:
Anne-Sophie Christmann, Carlotta Crome, Valerie Graf-Drasch, Anna Maria Oberländer, Leonie Schmidt
Studying the behavior of users in software systems has become an essential task for software vendors who want to mitigate usability problems and identify automation potentials, or for researchers who want to test behavioral theories. One approach …
verfasst von:
Jana-Rebecca Rehse, Luka Abb, Gregor Berg, Carsten Bormann, Timotheus Kampik, Christian Warmuth
Recommender Systems support a broad range of domains, each with peculiarities that recommendation algorithms must consider to produce appropriate suggestions. In the paper, we bring attention to a little-studied scenario related to the news …
verfasst von:
Ángel Luis Garrido, Maria Soledad Pera, Carlos Bobed
Association Rule Mining (ARM) is a field of data mining (DM) that attempts to identify correlations among database items. It has been applied in various domains to discover patterns, provide insight into different topics, and build understandable …
verfasst von:
Carlos Pinheiro, Sergio Guerreiro, Henrique S. Mamede
Enterprise architecture (EA) practice is a complex set of organizational activities enabling well-coordinated business and IT planning. Organizationally, EA practices are implemented by specialized EA functions, which have existed in many …
verfasst von:
Svyatoslav Kotusev, Sherah Kurnia, Rod Dilnutt, Rogier van de Wetering
Nowadays, customers as well as retailers look for increased sustainability. Recommerce markets – which offer the opportunity to trade-in and resell used products – are constantly growing and help to use resources more efficiently. To manage the …
verfasst von:
Jan Groeneveld, Judith Herrmann, Nikkel Mollenhauer, Leonard Dreeßen, Nick Bessin, Johann Schulze Tast, Alexander Kastius, Johannes Huegle, Rainer Schlosser
Social media platforms have become a new source of useful information for companies. Ensuring the business value of social media first requires an analysis of the quality of the relevant data and then the development of practical business …
verfasst von:
María José Aramburu, Rafael Berlanga, Indira Lanza-Cruz