121 research outputs found
Predictive Task Monitoring for Business Processes
Information sources providing real-time status of physical
objects have drastically increased in recent times. So far, research in
business process monitoring has mainly focused on checking the completion
of tasks. However, the availability of real-time information allows
for a more detailed tracking of individual business tasks. This paper
describes a framework for controlling the safe execution of tasks and signalling
possible misbehaviours at runtime. It outlines a real use case on
smart logistics and the preliminary results of its application.European Union FP7/2007-2013 / 318275 (GET Service
Comprehensive characterization of molecular interactions based on nanomechanics
Molecular interaction is a key concept in our understanding of the biological mechanisms of life. Two physical properties change when one molecular partner binds to another. Firstly, the masses combine and secondly, the structure of at least one binding partner is altered, mechanically transducing the binding into subsequent biological reactions. Here we present a nanomechanical micro-array technique for bio-medical research, which not only monitors the binding of effector molecules to their target but also the subsequent effect on a biological system in vitro. This label-free and real-time method directly and simultaneously tracks mass and nanomechanical changes at the sensor interface using micro-cantilever technology. To prove the concept we measured lipid vesicle (approximately 748*10(6) Da) adsorption on the sensor interface followed by subsequent binding of the bee venom peptide melittin (2840 Da) to the vesicles. The results show the high dynamic range of the instrument and that measuring the mass and structural changes simultaneously allow a comprehensive discussion of molecular interactions
Nanomechanical detection of antibiotic-mucopeptide binding in a model for superbug drug resistance
The alarming growth of the antibiotic-resistant superbugs
methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant
Enterococcus (VRE) is driving the development of new technologies to
investigate antibiotics and their modes of action. We report the label-free
detection of vancomycin binding to bacterial cell wall precursor analogues
(mucopeptides) on cantilever arrays, with 10 nM sensitivity and at clinically
relevant concentrations in blood serum. Differential measurements quantified
binding constants for vancomycin-sensitive and vancomycin-resistant mucopeptide
analogues. Moreover, by systematically modifying the mucopeptide density we
gain new insights into the origin of surface stress. We propose that stress is
a product of a local chemical binding factor and a geometrical factor
describing the mechanical connectivity of regions affected by local binding in
terms of a percolation process. Our findings place BioMEMS devices in a new
class of percolative systems. The percolation concept will underpin the design
of devices and coatings to significantly lower the drug detection limit and may
also impact on our understanding of antibiotic drug action in bacteria.Comment: Comments: This paper consists of the main article (6 pages, 5
figures) plus Supplemental Material (6 pages, 3 figures). More details are
available at http://www.london-nano.co
Absorbing customer knowledge: how customer involvement enables service design success
Customers are a knowledge resource outside of the firm that can be utilized for new service success by involving them in the design process. However, existing research on the impact of customer involvement (CI) is inconclusive. Knowledge about customers’ needs and on how best to serve these needs (articulated in the service concept) is best obtained from customers themselves. However, codesign runs the risk of losing control of the service concept. This research argues that of the processes of external knowledge, acquisition (via CI), customer knowledge assimilation, and concept transformation form a capability that enables the firm to exploit customer knowledge in the form of a successful new service. Data from a survey of 126 new service projects show that the impact of CI on new service success is fully mediated by customer knowledge assimilation (the deep understanding of customers’ latent needs) and concept transformation (the modification of the service concept due to customer insights). However, its impact is more nuanced. CI exhibits an “∩”-shaped relationship with transformation, indicating there is a limit to the beneficial effect of CI. Its relationship with assimilation is “U” shaped, suggesting a problem with cognitive inertia where initial learnings are ignored. Customer knowledge assimilation directly impacts success, while concept transformation only helps success in the presence of resource slack. An evolving new service design is only beneficial if the firm has the flexibility to adapt to change
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