TY - CHAP A1 - Schmid, Beat F. A1 - Lindemann, Markus T1 - Elements of a reference model for electronic markets T2 - System sciences : proceedings. Vol. 4: Internet and the digital economy track / Thirty-first Hawaii International Conference on Systems Science : HICSS'98, Big Island of Hawaii, January 6-9, 1998 / ed. by Robert W. Blanning and David R. King. IEEE catalog ; 98TB100216 Y1 - 1998 SN - 0-8186-8242-6 SP - 193 EP - 201 PB - IEEE Computer Society Pr. CY - Los Alamos, CA ER - TY - CHAP A1 - Rosemann, Michael A1 - Eggert, Mathias A1 - Voigt, Matthias A1 - Beverungen, Daniel T1 - Leveraging Social Network Data for Analytical CRM Strategies - The Introduction of Social BI. T2 - ECIS 2012 Proceedings Y1 - 2012 N1 - European Conference on Information Systems (ECIS), 2012 ER - TY - CHAP A1 - Pietsch, Wolfram A1 - Herzwurm, Georg A1 - Zander, Dietmar T1 - Assuring quality of QFD-education in Germany T2 - ISQFD'06: 12th International Symposium on QFD : Tokyo, 07.-09.2006 Y1 - 2006 SP - 1 EP - 6 ER - TY - CHAP A1 - Pietsch, Wolfram T1 - A framework of quality function deployment T2 - Quality management / eds.: M. Ross ... (Software quality management ; 3,1) Y1 - 1995 SN - 1-85312-309-9 SP - 419 EP - 428 PB - Computational Mechanics Publ. CY - Southhampton ER - TY - CHAP A1 - Lindemann, Markus A1 - Runge, Alexander T1 - Electronic contracting within the reference model for electronic markets T2 - Proceedings of the Sixth European Conference on Information Systems, ECIS 1998, Aix-en-Provence, France, June 4-6, 1998 / Walter Baets (ed.) Y1 - 1998 SN - 849238333X SP - 44 EP - 59 PB - Euro-Arab Management School ER - TY - CHAP A1 - Kunfermann, Philipp A1 - Drumm, Christian T1 - Lifting XML schemas to ontologies - the concept finder algorithm T2 - MEDIATE 2005 First International Workshop on Mediation in Semantic Web Services Proceedings of the First International Workshop on Mediation in Semantic Web Services (MEDIATE 2005) Y1 - 2005 SP - 113 EP - 122 ER - TY - CHAP A1 - Kroll-Ludwigs, Kathrin ED - Lipp, Volker ED - Münch, Joachim T1 - Rechtswahl und Gerichtsstandsvereinbarungen T2 - Die neue Europäische Erbrechtsverordnung Y1 - 2016 SN - 978-3-95646-062-3 N1 - Schriftenreihe des Instituts für Notarrecht der Georg-August-Universität Göttingen ; Band 5 SP - 65 EP - 97 PB - Deutscher Notarverlag CY - Bonn ER - TY - CHAP A1 - Kohl, Philipp A1 - Freyer, Nils A1 - Krämer, Yoka A1 - Werth, Henri A1 - Wolf, Steffen A1 - Kraft, Bodo A1 - Meinecke, Matthias A1 - Zündorf, Albert ED - Conte, Donatello ED - Fred, Ana ED - Gusikhin, Oleg ED - Sansone, Carlo T1 - ALE: a simulation-based active learning evaluation framework for the parameter-driven comparison of query strategies for NLP T2 - Deep Learning Theory and Applications. DeLTA 2023. Communications in Computer and Information Science N2 - Supervised machine learning and deep learning require a large amount of labeled data, which data scientists obtain in a manual, and time-consuming annotation process. To mitigate this challenge, Active Learning (AL) proposes promising data points to annotators they annotate next instead of a subsequent or random sample. This method is supposed to save annotation effort while maintaining model performance. However, practitioners face many AL strategies for different tasks and need an empirical basis to choose between them. Surveys categorize AL strategies into taxonomies without performance indications. Presentations of novel AL strategies compare the performance to a small subset of strategies. Our contribution addresses the empirical basis by introducing a reproducible active learning evaluation (ALE) framework for the comparative evaluation of AL strategies in NLP. The framework allows the implementation of AL strategies with low effort and a fair data-driven comparison through defining and tracking experiment parameters (e.g., initial dataset size, number of data points per query step, and the budget). ALE helps practitioners to make more informed decisions, and researchers can focus on developing new, effective AL strategies and deriving best practices for specific use cases. With best practices, practitioners can lower their annotation costs. We present a case study to illustrate how to use the framework. KW - Active learning KW - Query learning KW - Natural language processing KW - Deep learning KW - Reproducible research Y1 - 2023 SN - 978-3-031-39058-6 (Print) SN - 978-3-031-39059-3 (Online) U6 - http://dx.doi.org/978-3-031-39059-3 N1 - 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023. SP - 235 EP - 253 PB - Springer CY - Cham ER - TY - CHAP A1 - Knackstedt, Ralf A1 - Eggert, Mathias A1 - Heddier, Marcel A1 - Chasin, Friedrich A1 - Becker, Jörg T1 - The Relationship Of Is And Law - The Perspective Of And Implications For IS Research T2 - ECIS 2013 Completed Research. 18 Y1 - 2013 N1 - Proceedings of the 21st European Conference on Information Systems ER - TY - CHAP A1 - Knackstedt, Ralf A1 - Eggert, Mathias A1 - Heddier, Marcel A1 - Chasin, Friedrich A1 - Becker, Jörg T1 - The Relationship of IS and Law - Insights into the German Online Car Registration Case T2 - ECIS 2013 Completed Research. 18. Proceedings of the 21st European Conference on Information Systems Y1 - 2013 ER - TY - CHAP A1 - Knackstedt, Ralf A1 - Eggert, Mathias A1 - Fleischer, Stefan T1 - The Legal Perspective on Business to Government Reporting - A Conceptual Modeling Approach and Its Application in the Financial Sector T2 - 45th Hawaii International Conference on System Sciences 2012 Y1 - 2012 SN - 978-0-7695-4525-7 U6 - http://dx.doi.org/10.1109/HICSS.2012.576 SP - 2309 EP - 2318 ER - TY - CHAP A1 - Klein, Stefan A1 - Lindemann, Markus ED - Vogel, Douglas R. T1 - New architectures for web-enabled EDI-applications and their impact on VANS T2 - Global business in practice : proceedings of the Tenth International Bled Electronic Commerce Conference BLED '97, Bled, Slovenia, June 9-11 1997 Y1 - 1997 SP - 556 EP - 573 PB - Moderna organizacija CY - Kranj ER - TY - CHAP A1 - Jarke, Matthias A1 - Gebhardt, Michael A1 - Jacobs, Stephan A1 - Nissen, Hans W. T1 - Conflict analysis across heterogeneous viewpoints: formalization and visualization T2 - Proceedings of the 29th Annual Hawaii International Conference on System Sciences Y1 - 1996 SN - 0-8186-7324-9 U6 - http://dx.doi.org/10.1109/HICSS.1996.493191 SP - 199 EP - 208 ER - TY - CHAP A1 - Jacobs, Stephan T1 - Verwendung von Netzwerkmustern in der Telekommunikationsindustrie : [Vortragsfolien] T2 - Test Patterns - Intelligente Wiederverwendung von Testware : Software-QS-Tag 2007 ; 08. November 2007, Nürnberg N2 - "[...] Der erste Teil des Vortags konzentriert sich auf die bei Ericsson gemachten Erfahrungen. Welche Muster wurden identifiziert, für welche Tests wurden sie eingesetzt. Wie werden diese Muster verwendet, wie werden sie beschrieben und spezifiziert. Und schließlich, wie entsteht eine Art Standardisierung, in der das Wissen über diese Muster als Organisationswissen zur Verfügung steht. Im zweiten Teil des Vortrags werden die bei Ericsson gemachten Erfahrungen verallgemeinert. Die bei Ericsson verwendeten Muster werden auf allgemeine Strukturen übertragen (z.B. Client-Server). Es wird gezeigt, wie die Zuordnung von Testverfahren auf Netzwerkmuster auch in anderen Domänen verwendet wird und welche Vorteile sich damit erzielen lassen." Quelle: http://www.qs-tag.de/fileadmin/software-qs-tag/public/2007/abstract_jacobs.shtml Y1 - 2007 ER - TY - CHAP A1 - Jacobs, Stephan ED - Bleek, Wolf-Gideon T1 - Towards integration driven design : experience report T2 - Software Engineering 2007 : Beiträge zu den Workshops ; Fachtagung des GI-Fachbereichs Softwaretechnik ; 27. - 30.03.2007 in Hamburg. - (GI-Edition : Proceedings ; 106) Y1 - 2007 SN - 978-3-88579-200-0 SP - 143 EP - 150 PB - Ges. für Informatik CY - Bonn ER - TY - CHAP A1 - Hoepner, Gert T1 - Jurorenstatement - Junioren zeigen sich aggressiv N2 - Statement zu den Einreichung des DDP 2008 KW - Deutscher Direktmarketing-Verband KW - Deutscher Dialogmarketing-Preis KW - Direktmarketing Y1 - 2008 ER - TY - CHAP A1 - Herzwurm, Georg A1 - Pietsch, Wolfram T1 - Introduction of RePriCo’13 T2 - 19th International Working Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2013) : proceedings of the REFSQ 2013 Workshops CreaRE, IWSPM, and RePriCo, the REFSQ 2013 Empirical Track (Empirical Live Experiment and Empirical Research Fair), the REFSQ 2013 Doctoral Symposium, and the REFSQ 2013 Poster Session. ICB-research report. No. 56 Y1 - 2013 SN - ISSN 1860-2770 (Print ) ; ISSN 1866-5101 (Online) SP - 103 EP - 105 PB - Duisburg-Essen CY - Univ. ER - TY - CHAP A1 - Herzwurm, Georg A1 - Pietsch, Wolfram T1 - Guidelines for the analysis of IT business models and strategic positioning of IT-products T2 - Second International Workshop on Software Product Management : IWSPM '08 : Barcelona, Catalunya, 09.09.2008 Y1 - 2008 SN - 978-1-4244-4083-2 (Print) ; 978-0-7695-3625-5 (E-Book) U6 - http://dx.doi.org/10.1109/IWSPM.2008.3 SP - 1 EP - 8 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP A1 - Herzwurm, Georg A1 - Krams, Benedikt A1 - Pietsch, Wolfram T1 - Preisfindung von IT-Produkten durch retrograde Kalkulation T2 - Multikonferenz Wirtschaftsinformatik : MKWI 2010, Göttingen, 23.-25.2.2010 Y1 - 2010 SP - 529 EP - 539 ET - Online-Ausg. ER - TY - CHAP A1 - Hammer, Andreas A1 - Vieth, Matthias A1 - Maier, Frank T1 - Co-Plot as a new multivariate analysis method for operations management research? T2 - Papers of the 12th International EurOMA Conference on Operational and Global Competitiveness, Budapest, Hungary, June 19-22, 2005 / Editor: Krisztina Demeter Y1 - 2005 SN - 963-218-455-6 SP - 1007 EP - 1016 ER -