11 research outputs found
Enabling Flexibility in Process-Aware Information Systems: Challenges, Methods, Technologies
In today’s dynamic business world, the success of a company increasingly depends on its ability to react to changes in its environment in a quick and flexible way. Companies have therefore identified process agility as a competitive advantage to address business trends like increasing product and service variability or faster time to market, and to ensure business IT alignment. Along this trend, a new generation of information systems has emerged—so-called process-aware information systems (PAIS), like workflow management systems, case handling tools, and service orchestration engines.
With this book, Reichert and Weber address these flexibility needs and provide an overview of PAIS with a strong focus on methods and technologies fostering flexibility for all phases of the process lifecycle (i.e., modeling, configuration, execution and evolution). Their presentation is divided into six parts. Part I starts with an introduction of fundamental PAIS concepts and establishes the context of process flexibility in the light of practical scenarios. Part II focuses on flexibility support for pre-specified processes, the currently predominant paradigm in the field of business process management (BPM). Part III details flexibility support for loosely specified processes, which only partially specify the process model at build-time, while decisions regarding the exact specification of certain model parts are deferred to the run-time. Part IV deals with user- and data-driven processes, which aim at a tight integration of processes and data, and hence enable an increased flexibility compared to traditional PAIS. Part V introduces existing technologies and systems for the realization of a flexible PAIS. Finally, Part VI summarizes the main ideas of this book and gives an outlook on advanced flexibility issues.
The attached pdf file gives a preview on Chapter 3 of the book which explains the book's overall structure
Towards Object-aware Process Support in Healthcare Information Systems
The processes to be supported by healthcare information systems are highly complex, and they produce and consume a large amount of data. Besides, they require a high degree of flexibility. Despite their widespread adoption in industry, however, traditional process management systems (PrMS) have not been broadly used in healthcare environments so far. One major reason for this is the missing integration of processes with business data; i.e., business objects (e.g., medical orders or reports) are usually outside the control of a PrMS. By contrast, our PHILharmonicFlows framework offers an object-aware process management approach, which tightly integrates business objects and processes. In this paper, we use this framework to support a breast cancer diagnosis scenario. We discuss the lessons learned from this case study as well as requirements from the healthcare domain that can be effectively met by an object-aware process management system
Process and Data: Two Sides of the Same Coin
Companies increasingly adopt process management technology which offers promising perspectives for realizing flexible information systems. However, there still exist numerous process scenarios not adequately covered by contemporary information systems. One major reason for this deficiency is the insufficient understanding of the inherent relationships existing between business processes on one side and business data on the other. Consequently, these two perspectives are not well integrated in many existing process management systems. This paper emphasizes the need for both object- and process-awareness in future information systems, and illustrates it along several examples. Especially, the relation between these two fundamental perspectives will be discussed, and the role of business objects and data as drivers for both process modeling and process enactment be emphasized. In general, any business process support should consider object behavior as well as object interactions, and therefore be based on two levels of granularity. In addition, data-driven process execution and integrated user access to
processes and data are needed. Besides giving insights into these fundamental characteristics, an advanced framework supporting them in an integrated manner will be presented and its application to real-world process scenarios be shown. Overall, a holistic and generic framework integrating processes, data, and users will contribute to overcome many of the limitations of existing process management technology
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Computerization of workflows, guidelines and care pathways: a review of implementation challenges for process-oriented health information systems
There is a need to integrate the various theoretical frameworks and formalisms for modeling clinical guidelines, workflows, and pathways, in order to move beyond providing support for individual clinical decisions and toward the provision of process-oriented, patient-centered, health information systems (HIS). In this review, we analyze the challenges in developing process-oriented HIS that formally model guidelines, workflows, and care pathways. A qualitative meta-synthesis was performed on studies published in English between 1995 and 2010 that addressed the modeling process and reported the exposition of a new methodology, model, system implementation, or system architecture. Thematic analysis, principal component analysis (PCA) and data visualisation techniques were used to identify and cluster the underlying implementation ‘challenge’ themes. One hundred and eight relevant studies were selected for review. Twenty-five underlying ‘challenge’ themes were identified. These were clustered into 10 distinct groups, from which a conceptual model of the implementation process was developed. We found that the development of systems supporting individual clinical decisions is evolving toward the implementation of adaptable care pathways on the semantic web, incorporating formal, clinical, and organizational ontologies, and the use of workflow management systems. These architectures now need to be implemented and evaluated on a wider scale within clinical settings
ICE-B 2010:proceedings of the International Conference on e-Business
The International Conference on e-Business, ICE-B 2010, aims at bringing together researchers and practitioners who are interested in e-Business technology and its current applications. The mentioned technology relates not only to more low-level technological issues, such as technology platforms and web services, but also to some higher-level issues, such as context awareness and enterprise models, and also the peculiarities of different possible applications of such technology. These are all areas of theoretical and practical importance within the broad scope of e-Business, whose growing importance can be seen from the increasing interest of the IT research community. The areas of the current conference are: (i) e-Business applications; (ii) Enterprise engineering; (iii) Mobility; (iv) Business collaboration and e-Services; (v) Technology platforms. Contributions vary from research-driven to being more practical oriented, reflecting innovative results in the mentioned areas. ICE-B 2010 received 66 submissions, of which 9% were accepted as full papers. Additionally, 27% were presented as short papers and 17% as posters. All papers presented at the conference venue were included in the SciTePress Digital Library. Revised best papers are published by Springer-Verlag in a CCIS Series book
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A modular, open-source information extraction framework for identifying clinical concepts and processes of care in clinical narratives
In this thesis, a synthesis is presented of the knowledge models required by clinical informa- tion systems that provide decision support for longitudinal processes of care. Qualitative research techniques and thematic analysis are novelly applied to a systematic review of the literature on the challenges in implementing such systems, leading to the development of an original conceptual framework. The thesis demonstrates how these process-oriented systems make use of a knowledge base derived from workflow models and clinical guidelines, and argues that one of the major barriers to implementation is the need to extract explicit and implicit information from diverse resources in order to construct the knowledge base. Moreover, concepts in both the knowledge base and in the electronic health record (EHR) must be mapped to a common ontological model. However, the majority of clinical guideline information remains in text form, and much of the useful clinical information residing in the EHR resides in the free text fields of progress notes and laboratory reports. In this thesis, it is shown how natural language processing and information extraction techniques provide a means to identify and formalise the knowledge components required by the knowledge base. Original contributions are made in the development of lexico-syntactic patterns and the use of external domain knowledge resources to tackle a variety of information extraction tasks in the clinical domain, such as recognition of clinical concepts, events, temporal relations, term disambiguation and abbreviation expansion. Methods are developed for adapting existing tools and resources in the biomedical domain to the processing of clinical texts, and approaches to improving the scalability of these tools are proposed and evalu- ated. These tools and techniques are then combined in the creation of a novel approach to identifying processes of care in the clinical narrative. It is demonstrated that resolution of coreferential and anaphoric relations as narratively and temporally ordered chains provides a means to extract linked narrative events and processes of care from clinical notes. Coreference performance in discharge summaries and progress notes is largely dependent on correct identification of protagonist chains (patient, clinician, family relation), pronominal resolution, and string matching that takes account of experiencer, temporal, spatial, and anatomical context; whereas for laboratory reports additional, external domain knowledge is required. The types of external knowledge and their effects on system performance are identified and evaluated. Results are compared against existing systems for solving these tasks and are found to improve on them, or to approach the performance of recently reported, state-of-the- art systems. Software artefacts developed in this research have been made available as open-source components within the General Architecture for Text Engineering framework
Konfigurierbare Visualisierung komplexer Prozessmodelle
Die in heutigen Unternehmen durch Informationssysteme unterstützten Geschäftsprozesse werden zunehmend komplexer. Häufig existieren keine zentralen Steuereinheiten, sondern die Ausführung eines Prozesses ist auf viele heterogene Systeme verteilt. Ohne entsprechende Werkzeugunterstützung ist es daher schwer, einen Überblick über den aktuellen Ausführungsstatus solcher fragmentierter Prozesse zu bewahren. Eine Visualisierungskomponente, welche die Prozesse (inkl. relevanter Applikationsdaten) durchgängig darstellt, ist hier essenziell. Allerdings muss eine solche Komponente in der Lage sein, die Informationsbedürfnisse der verschiedenen Benutzergruppen adäquat zu befriedigen. Typischerweise gibt es hier unterschiedliche Anforderungen an eine Prozessvisualisierung im Hinblick auf Detaillierungsgrad, angezeigte Daten und graphische Informationsaufbereitung. Heutige Werkzeuge stellen Prozesse meist in exakt derselben Form dar, wie sie vom Prozessmodellierer ursprünglich gezeichnet worden sind. Eine
flexible Anpassung der Darstellung an die Bedürfnisse des Betrachters ist nicht oder nur in sehr engen Grenzen möglich.
Diese Arbeit stellt mit Proviado ein Rahmenwerk für die konfigurierbare Visualisierung komplexer Prozesse vor. Proviado ermöglicht sowohl eine strukturelle als auch eine graphische Anpassung der Prozessvisualisierung. Mit Hilfe eines mächtigen View-Mechanismus können Prozessmodelle
strukturell an die Bedürfnisse ihrer Betrachter angepasst werden, indem Prozesselemente reduziert oder zu abstrakten Elementen aggregiert werden. Es werden View-Bildungsoperationen bereitgestellt, die in mehreren Schichten organisiert sind. Mittels Konfigurationsparametern, die die Eigenschaften der resultierenden Prozessmodelle beeinflussen, kann die View-Bildung flexibel konfiguriert und an die Bedürfnisse des jeweiligen Anwendungsfalls angepasst werden. Weitere Möglichkeiten zur graphischen Konfiguration einer Prozessvisualisierung bietet ein fortschrittlicher Template-Mechanismus. Zum einen können die für die Visualisierung zu verwendenden Symbole einfach definiert werden. Zum anderen erlaubt dieser Mechanismus eine flexible Zuordnung der Symbole einer Prozessnotation zu Prozesselementen. Diese Zuordnung kann entweder statisch (z.B. abhängig vom Prozesselementtyp) oder dynamisch, d.h. abhängig von Laufzeitdaten (z.B. Ausführungszustand), erfolgen. Diese beiden Basismechanismen werden ergänzt um Konzepte, die für die Realisierung einer umfassenden Visualisierungskomponente
unverzichtbar sind. Dazu zählen unter anderem die Anbindung prozessunterstützender Systeme (d.h. die Integration von Modell- und Laufzeitdaten) sowie Konzepte für das automatische Layout dynamisch berechneter Prozessgraphen.
Insgesamt können mit Proviado Prozessvisualisierungen strukturell und graphisch an die Bedürfnisse des jeweiligen Betrachters angepasst werden. Die entsprechenden Darstellungen bieten allen in die Prozesse involvierten Personen eine wesentlich bessere Unterstützung bei der täglichen Arbeit als derzeit verfügbare Systeme
Agile cooperative process-aware information systems (ProGility 2008)
The goal of the ProGility workshop is to bring together practitioners and researchers from different communities such as BPM, software engineering, service-oriented computing, artificial intelligence, and CSCW/Groupware who share an interest in flexibility of cooperative process-aware information systems and team support in both an intra- and inter-organizational setting. This report of the third edition of the workshop gives an overview of the presented papers, which address various flexibility issues of process-aware information systems