Taxonomies are classification systems that help researchers conceptualize phenomena based on their dimensions and characteristics. To address the problem of 'ad-hoc' taxonomy building, Nickerson et al. (2013) proposed a rigorous taxonomy development method for information systems researchers....

Predictive process monitoring aims at forecasting the behavior, performance, and outcomes of business processes at runtime. It helps identify problems before they occur and re-allocate resources before they are wasted. Although deep learning (DL) has yielded breakthroughs, most existing...

Business process management (BPM) is a mature discipline that drives corporate success through effective and efficient business processes. BPM is commonly structured via capability frameworks, which describe and bundle capability areas relevant for implementing process orientation in...

Since the Software Engineering Institute has launched the Capability Maturity Model almost twentyyears ago, hundreds of maturity models have been proposed by researchers and practitioners acrossmultiple application domains. With process orientation being a central paradigm of...

Trotz der Wichtigkeit kontinuierlicher Prozessverbesserungen undder Höhe entsprechender Investitionen, werden Prozessverbesserungsmaßnahmeni. d. R. auf Basis von Plausibilitätsüberlegungenoder Kriterien geplant, die nur bedingt mit marktwirtschaftlichenUnternehmenszielen konform sind. Vor...

Schätzungen zufolge erfüllen mehr als 50 % aller CRM-Projekte (Customer Relationship Management)nicht die in sie gesteckten Erwartungen – trotzdem steckt die Wirtschaftlichkeitsanalysevon CRM-Systemen noch in den Kinderschuhen. Dies verwundert umso mehr, macht man sichbewusst, dass eine...

Mit der zunehmenden Digitalisierung von Wirtschaft und Gesellschaft ist die Vision der Industrie 4.0, einer intelligenten und vernetzten Produktion, entstanden. Inzwischen ist Digitalisierung für Unternehmen ein entscheidender Faktor, um zukunfts- und wettbewerbsfähig zu bleiben. Allerdings...

Business process management (BPM) is an acknowledged source of corporate performance. A well-established element of the BPM toolbox by which organizations intend to tune the performance of their processes is business process standardization (BPS). So far, research on BPS has predominantly taken...

Business process management (BPM) is an important area of organizational design and an acknowledged source of corporate performance. Over the last decades, many approaches, methods, and tools have been proposed to discover, design, analyze, enact, and improve individual processes. At the same...