TY - JOUR A1 - Sildatke, Michael A1 - Karwanni, Hendrik A1 - Kraft, Bodo A1 - Zündorf, Albert T1 - A distributed microservice architecture pattern for the automated generation of information extraction pipelines JF - SN Computer Science N2 - Companies often build their businesses based on product information and therefore try to automate the process of information extraction (IE). Since the information source is usually heterogeneous and non-standardized, classic extract, transform, load techniques reach their limits. Hence, companies must implement the newest findings from research to tackle the challenges of process automation. They require a flexible and robust system that is extendable and ensures the optimal processing of the different document types. This paper provides a distributed microservice architecture pattern that enables the automated generation of IE pipelines. Since their optimal design is individual for each input document, the system ensures the ad-hoc generation of pipelines depending on specific document characteristics at runtime. Furthermore, it introduces the automated quality determination of each available pipeline and controls the integration of new microservices based on their impact on the business value. The introduced system enables fast prototyping of the newest approaches from research and supports companies in automating their IE processes. Based on the automated quality determination, it ensures that the generated pipelines always meet defined business requirements when they come into productive use. KW - Architectural design KW - Model-driven software engineering KW - Software and systems modeling KW - Enterprise information systems KW - Information extraction Y1 - 2023 U6 - http://dx.doi.org/10.1007/s42979-023-02256-4 SN - 2661-8907 N1 - Corresponding authors: Michael Sildatke, Hendrik Karwanni IS - 4, Article number: 833 PB - Springer Singapore CY - Singapore ER - TY - CHAP A1 - Sildatke, Michael A1 - Karwanni, Hendrik A1 - Kraft, Bodo A1 - Schmidts, Oliver A1 - Zündorf, Albert T1 - Automated Software Quality Monitoring in Research Collaboration Projects T2 - ICSEW'20: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops Y1 - 2020 U6 - http://dx.doi.org/10.1145/3387940.3391478 SP - 603 EP - 610 ER - TY - JOUR A1 - Siepmann, Thomas A1 - Schuh, G. A1 - Levering, V. T1 - PROPLAN / Schuh, G.; Siepmann, Th.; Levering, V. JF - Handbook on architectures of information systems : with 24 tables / Peter Bernus ... (ed.) Y1 - 1998 SN - 3-540-64453-9 N1 - International handbooks on information systems ; 1 PB - Springer CY - Berlin [u.a.] ER - TY - JOUR A1 - Siepmann, Thomas A1 - Rupietta, D. T1 - Closer to the customer with computerized product support JF - Technische Mitteilungen Krupp (1993) Y1 - 1993 CY - Essen ER - TY - BOOK A1 - Siepmann, Thomas T1 - Modeller for Value Systems Y1 - 1997 PB - Erasmus Universiteit Rotterdam CY - Rotterdam ER - TY - JOUR A1 - Siepmann, Thomas T1 - Exploitation Plan of the TELEflow Project Y1 - 1999 N1 - 4th Framework Programme Report CY - Brussels ER - TY - CHAP A1 - Siekmann, Thomas A1 - Müller, Karsten T1 - Adaptive potential of the stormwater management in urban areas faced by the climate change T2 - 12th International Conference on Urban Drainage, Porto Alegre/Brazil, 11-16 September 2011 Y1 - 2011 ER - TY - JOUR A1 - Sieker, Tim A1 - Neuner, Andreas A1 - Dimitrova, Darina A1 - Tippkötter, Nils A1 - Muffler, Kai A1 - Bart, Hans-Jörg A1 - Heinzle, Elmar A1 - Ulber, Roland T1 - Ethanol production from grass silage by simultaneous pretreatment, saccharification and fermentation: First steps in the process development JF - Engineering in Life Sciences N2 - Grass silage provides a great potential as renewable feedstock. Two fractions of the grass silage, a press juice and the fiber fraction, were evaluated for their possible use for bioethanol production. Direct production of ethanol from press juice is not possible due to high concentrations of organic acids. For the fiber fraction, alkaline peroxide or enzymatic pretreatment was used, which removes the phenolic acids in the cell wall. In this study, we demonstrate the possibility to integrate the enzymatic pretreatment with a simultaneous saccharification and fermentation to achieve ethanol production from grass silage in a one-process step. Achieved yields were about 53 g ethanol per kg silage with the alkaline peroxide pretreatment and 91 g/kg with the enzymatic pretreatment at concentrations of 8.5 and 14.6 g/L, respectively. Furthermore, it was shown that additional supplementation of the fermentation medium with vitamins, trace elements and nutrient salts is not necessary when the press juice is directly used in the fermentation step. Y1 - 2011 U6 - http://dx.doi.org/10.1002/elsc.201000160 N1 - Special Issue "Bioprocess‐oriented plant design" VL - 11 IS - 4 SP - 436 EP - 442 PB - Wiley CY - Weinheim ER - TY - CHAP A1 - Siegert, Petra A1 - Pohl, Martina A1 - Kneen, Malea M. A1 - Pogozheva, Irina D. A1 - Kenyon, George L. A1 - McLeish, Michael J. T1 - Exploring the substrate specificity of benzoylformate decarboxylase, pyruvate decarboxylase, and benzaldehyde lyase T2 - Thiamine : catalytic mechanisms in normal and disease states / ed. by Frank Jordan ... Y1 - 2004 SN - 0-8247-4062-9 SP - 275 EP - 290 PB - Dekker CY - New York, NY ER - TY - JOUR A1 - Siegert, Petra A1 - McLeish, Michael J. A1 - Baumann, Martin A1 - Iding, Hans A1 - Kneen, Malea M. A1 - Kenyon, George L. A1 - Pohl, Martina T1 - Exchanging the substrate specificities of pyruvate decarboxylase from Zymomonas mobilis and benzoylformate decarboxylase from Pseudomonas putida JF - Protein engineering, design, and selection : peds Y1 - 2005 SN - 1460-213X (E-Journal); 1741-0134 (E-Journal); 0269-2139 (Print); 1741-0126 (Print) VL - Vol. 18 IS - Iss. 7 SP - 345 EP - 357 ER -