TY - JOUR
A1 - Pietsch, Wolfram
T1 - IT Service Deployment
JF - QFD : transactions from International Symposium on QFD 2007 - Williamsburg, the Nineteenth Symposium on Quality Function Deployment ; September 7 - 8, 2007, Williamsburg, VA ; [companion document to the Thirteenth International and Nineteenth North American Symposium on Quality Function Deployment (ISQFD'07)] / [organized and hosted by the QFD Institute]
Y1 - 2007
SN - 1-889477-19-2
N1 - QFD 2007, 19th Symposium on Quality Function Deployment, Williamsburg, VA, US, Sep 7-8, 2007
SP - 203
EP - 212
PB - QFD Inst.
CY - Ann Arbor, Mich.
ER -
TY - CHAP
A1 - Pietsch, Wolfram
T1 - A framework for strategic positioning of IT-products
T2 - Software business : from physical products to software services and solutions : 4th International Conference on Software Business, ICSOB 2013; Potsdam; Germany; 11 June 2013 through 14 June 2013. (Lecture notes in business information processing ; 150)
N2 - IT Products are viewed and managed differently depending on the perspectives and the stage within the life cycle. A model is presented that integrates different perspectives and stages serving as an aid for the analysis of business models and focused positioning of IT-products. Four generic business models are analysed with regard to the product management function in general and the positioning field for IT-products specifically: off-the-shelf (license), license plus service, project, and system service (incl. cloud computing).
KW - Strategic Business Planning
KW - IT Products
KW - Business Models
KW - Product Management
Y1 - 2013
U6 - https://doi.org/10.1007/978-3-642-39336-5_11
SP - 102
EP - 116
PB - Springer
CY - Berlin
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 - JOUR
A1 - Pietsch, Wolfram
T1 - Augmenting voice of the customer analysis by analysis of belief
JF - QFD-Forum
Y1 - 2015
SN - 1431-6951
IS - 30
SP - 1
EP - 5
ER -
TY - JOUR
A1 - Palmer, J. W.
A1 - Lindemann, Markus
T1 - Business models and market mechanisms : evaluating efficiency in consumer electronic markets
JF - Data base and advanced information systems. Bd. 34 (2003), H. 2
Y1 - 2003
SN - 0105-9912
SP - 23
EP - 38
ER -
TY - JOUR
A1 - Möhren, Felix
A1 - Bergmann, Ole
A1 - Janser, Frank
A1 - Braun, Carsten
T1 - Assessment of structural mechanical effects related to torsional deformations of propellers
JF - CEAS Aeronautical Journal
N2 - Lifting propellers are of increasing interest for Advanced Air Mobility. All propellers and rotors are initially twisted beams, showing significant extension–twist coupling and centrifugal twisting. Torsional deformations severely impact aerodynamic performance. This paper presents a novel approach to assess different reasons for torsional deformations. A reduced-order model runs large parameter sweeps with algebraic formulations and numerical solution procedures. Generic beams represent three different propeller types for General Aviation, Commercial Aviation, and Advanced Air Mobility. Simulations include solid and hollow cross-sections made of aluminum, steel, and carbon fiber-reinforced polymer. The investigation shows that centrifugal twisting moments depend on both the elastic and initial twist. The determination of the centrifugal twisting moment solely based on the initial twist suffers from errors exceeding 5% in some cases. The nonlinear parts of the torsional rigidity do not significantly impact the overall torsional rigidity for the investigated propeller types. The extension–twist coupling related to the initial and elastic twist in combination with tension forces significantly impacts the net cross-sectional torsional loads. While the increase in torsional stiffness due to initial twist contributes to the overall stiffness for General and Commercial Aviation propellers, its contribution to the lift propeller’s stiffness is limited. The paper closes with the presentation of approximations for each effect identified as significant. Numerical evaluations are necessary to determine each effect for inhomogeneous cross-sections made of anisotropic material.
KW - Lifting propeller
KW - Extension–twist coupling
KW - Trapeze effect
KW - Centrifugal twisting moment
Y1 - 2024
U6 - https://doi.org/10.1007/s13272-024-00737-7
SN - 1869-5590 (eISSN)
SN - 1869-5582
N1 - Corresponding author: Felix Möhren
PB - Springer
CY - Wien
ER -
TY - JOUR
A1 - Mueller, Tobias
A1 - Segin, Alexander
A1 - Weigand, Christoph
A1 - Schmitt, Robert H.
T1 - Feature selection for measurement models
JF - International journal of quality & reliability management
N2 - Purpose
In the determination of the measurement uncertainty, the GUM procedure requires the building of a measurement model that establishes a functional relationship between the measurand and all influencing quantities. Since the effort of modelling as well as quantifying the measurement uncertainties depend on the number of influencing quantities considered, the aim of this study is to determine relevant influencing quantities and to remove irrelevant ones from the dataset.
Design/methodology/approach
In this work, it was investigated whether the effort of modelling for the determination of measurement uncertainty can be reduced by the use of feature selection (FS) methods. For this purpose, 9 different FS methods were tested on 16 artificial test datasets, whose properties (number of data points, number of features, complexity, features with low influence and redundant features) were varied via a design of experiments.
Findings
Based on a success metric, the stability, universality and complexity of the method, two FS methods could be identified that reliably identify relevant and irrelevant influencing quantities for a measurement model.
Originality/value
For the first time, FS methods were applied to datasets with properties of classical measurement processes. The simulation-based results serve as a basis for further research in the field of FS for measurement models. The identified algorithms will be applied to real measurement processes in the future.
KW - Feature selection
KW - Modelling
KW - Measurement models
KW - Measurement uncertainty
Y1 - 2022
U6 - https://doi.org/10.1108/IJQRM-07-2021-0245
SN - 0265-671X
IS - Vol. ahead-of-print, No. ahead-of-print.
PB - Emerald Group Publishing Limited
CY - Bingley
ER -
TY - JOUR
A1 - Moosdorf, Andreas
T1 - It’s not just the Talent, it’s the Knowledge Transfer Method
JF - GC Ticker
Y1 - 2009
IS - 1
SP - 16
EP - 16
ER -
TY - BOOK
A1 - Moosdorf, Andreas
T1 - The determinants of international knowledge transfer effectiveness - conceptual advances and empirical verification
Y1 - 2008
N1 - The University of Leeds > Leeds University Business School. Thesis (PhD)
ER -
TY - JOUR
A1 - Mischke, Winfried
T1 - Kurzkommentierung der §§ 433, 436, 446 - 453, 474 - 479 BGB
JF - LexisNexis : Elektronische Ressource / Recht (2009)
Y1 - 2009
ER -
TY - JOUR
A1 - Mischke, Winfried
T1 - Die Garantie im Kaufrecht
JF - Betriebs-Berater. 50 (1995), H. 22
Y1 - 1995
SN - 0340-7918
SP - 1093
EP - 1096
ER -
TY - BOOK
A1 - Maercker, Gisela
T1 - Efficient estimation in AR models with ARCH errors
Y1 - 1995
N1 - Bericht // Institute für Mathematik, Technische Universität Braunschweig ; 95,10
PB - Institute für Mathematik, Techn. Univ.
CY - Braunschweig
ER -
TY - BOOK
A1 - Maercker, Gisela
T1 - Statistical inference in conditional heteroskedastic autoregressive models
Y1 - 1997
SN - 3-8265-2486-1
N1 - Berichte aus der Mathematik ; Zugl.: Braunschweig, Techn. Univ., Diss., 1996
PB - Shaker
CY - Aachen
ER -
TY - BOOK
A1 - Mackenstein, Hans
A1 - Marsch, Steve
T1 - The international relations of the European Union / by Steve Marsh and Hans Mackenstein
Y1 - 2005
SN - 0-582-47293-8
PB - Pearson Education
CY - Harlow [u.a.]
ER -
TY - JOUR
A1 - Mackenstein, Hans
A1 - Jeffery, Charlie
T1 - Financial equalization in the 1990s : on the road back to Karlsruhe / Hans Mackenstein and Charlie Jeffery
JF - Recasting German federalism : the legacies of unification
Y1 - 1999
SN - 1-85567-579-x
SP - 155
EP - 176
PB - Pinter
CY - London
ER -
TY - JOUR
A1 - Mackenstein, Hans
T1 - Book Reviews - Samardzic, Slobodan and Thomas Fleiner, Federalismus und Minderheitenproblem in Multiethnischen Gemeinschaften
JF - Regional and federal studies. 8 (1998), H. 3
Y1 - 1998
SN - 1359-7566
SP - 138
EP - 138
ER -
TY - JOUR
A1 - Mackenstein, Hans
T1 - Book Reviews - Morass, Michael; Regionale Interessen auf dem Weg in die Europäische Union: Strukturelle Entwicklung und Perspektiven der Interessenvermittlung Österreichischer und deutscher Ländesakteure im Rahmen der Europäischen Integration
JF - Regional and federal studies. 8 (1998), H. 1
Y1 - 1998
SN - 1359-7566
SP - 227
EP - 227
ER -
TY - BOOK
A1 - Mackenstein, Hans
T1 - The European system of central banks in relation to the Deutsche Bundesbank : a comparative study of the two institutions and their political and social environment / by Hans Wilhelm Mackenstein
Y1 - 1992
N1 - Birmingham, Univ., Diss., 1992
CY - Birmingham
ER -
TY - JOUR
A1 - Mackenstein, Hans
T1 - The role of Germany, Japan and the United States on the ECU-bond markets / Hans Wilhelm Mackenstein
JF - De pecunia. 3 (1991), H. 1
Y1 - 1991
SN - 1015-6283
SP - 113
EP - 150
ER -
TY - JOUR
A1 - Mackenstein, Hans
T1 - Books Reviewed - European Democratization since 1800 edited by J. Garrard, V. Tolz and R. White
JF - Democratization. 7 (2000), H. 4
Y1 - 2000
SN - 1351-0347
SP - 219
EP - 219
ER -
TY - JOUR
A1 - Mackenstein, Hans
T1 - Book Reviews - Cowie, Harry, Private Partnership and Public Networks in Europe
JF - Regional and federal studies. 9 (1999), H. 2
Y1 - 1999
SN - 1359-7566
SP - 111
EP - 111
ER -
TY - JOUR
A1 - Lindemann, Markus
A1 - Schmid, Beat F.
T1 - Framework for specifying, building and operating electronic markets
JF - International journal of electronic commerce. Vol. 3 (1998/99), No. 2
Y1 - 1999
SN - 1086-4415
SP - 7
EP - 21
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 - JOUR
A1 - Lindemann, Markus
A1 - Runge, Alexander
T1 - Permanent IT-support in electronic commerce transactions
JF - Electronic markets : the international journal of networked business. Vol. 7 (1997), iss. 1
Y1 - 1997
SN - 1422-8890
SP - 18
EP - 20
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
T1 - Names of individuals
T2 - European Encyclopedia of Private International Law
Y1 - 2017
SN - 9781782547228
PB - Edward Elgar Publishing
CY - Cheltenham, UK
ER -
TY - CHAP
A1 - Kroll-Ludwigs, Kathrin
T1 - Small Claims Regulation
T2 - European Encyclopedia of Private International Law
Y1 - 2017
SN - 9781782547228
PB - Edward Elgar Publishing
CY - Cheltenham, UK
ER -
TY - CHAP
A1 - Kroll-Ludwigs, Kathrin
ED - Calliess, Gralf-Peter
T1 - Art. 5 Rom III-Regulation (choice of applicable law by the parties)
T2 - Rome Regulations : commentary
Y1 - 2015
SN - 9789041147547
PB - Wolters Kluwer
ET - 2nd ed.
ER -
TY - CHAP
A1 - Kroll-Ludwigs, Kathrin
ED - Colliess, Gralf-Peter
T1 - Art. 7 Rome III-Regulation (formal validity)
T2 - Rome Regulations : commentary
Y1 - 2015
SN - 9789041147547
PB - Wolters Kluwer
ET - 2nd ed.
ER -
TY - JOUR
A1 - Kroll-Ludwigs, Kathrin
T1 - The Reform of German Maintenance Law
JF - The International Survey of Family Law
Y1 - 2018
SP - 85
EP - 100
ER -
TY - CHAP
A1 - Kroll-Ludwigs, Kathrin
ED - Boele-Woelki, Katharina
T1 - Unification of Conflict of Laws in Europe. Matrimonial Property Regimes
T2 - European Challenges in Contemporary Family Law
Y1 - 2008
SN - 978-90-5095-692-5
SP - 379
EP - 393
PB - Intersentia
CY - Antwerpen
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
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 - https://doi.org/10.1007/978-3-031-39059-3_16
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 - 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 - 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 - 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 - https://doi.org/10.1109/HICSS.2012.576
SP - 2309
EP - 2318
ER -
TY - JOUR
A1 - Klettke, Tanja
A1 - Homburg, Carsten
A1 - Gell, Sebastian
T1 - How to measure analyst forecast effort
JF - European Accounting Review
N2 - We introduce a new way to measure the forecast effort that analysts devote to their earnings forecasts by measuring the analyst's general effort for all covered firms. While the commonly applied effort measure is based on analyst behaviour for one firm, our measure considers analyst behaviour for all covered firms. Our general effort measure captures additional information about analyst effort and thus can identify accurate forecasts. We emphasise the importance of investigating analyst behaviour in a larger context and argue that analysts who generally devote substantial forecast effort are also likely to devote substantial effort to a specific firm, even if this effort might not be captured by a firm-specific measure. Empirical results reveal that analysts who devote higher general forecast effort issue more accurate forecasts. Additional investigations show that analysts' career prospects improve with higher general forecast effort. Our measure improves on existing methods as it has higher explanatory power regarding differences in forecast accuracy than the commonly applied effort measure. Additionally, it can address research questions that cannot be examined with a firm-specific measure. It provides a simple but comprehensive way to identify accurate analysts.
Y1 - 2015
U6 - https://doi.org/10.1080/09638180.2014.909291
SN - 0963-8180
VL - 24
IS - 1
SP - 129
EP - 146
PB - Taylor & Francis
CY - London
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 - JOUR
A1 - Kempt, Hendrik
A1 - Freyer, Nils
A1 - Nagel, Saskia K.
T1 - Justice and the normative standards of explainability in healthcare
JF - Philosophy & Technology
N2 - Providing healthcare services frequently involves cognitively demanding tasks, including diagnoses and analyses as well as complex decisions about treatments and therapy. From a global perspective, ethically significant inequalities exist between regions where the expert knowledge required for these tasks is scarce or abundant. One possible strategy to diminish such inequalities and increase healthcare opportunities in expert-scarce settings is to provide healthcare solutions involving digital technologies that do not necessarily require the presence of a human expert, e.g., in the form of artificial intelligent decision-support systems (AI-DSS). Such algorithmic decision-making, however, is mostly developed in resource- and expert-abundant settings to support healthcare experts in their work. As a practical consequence, the normative standards and requirements for such algorithmic decision-making in healthcare require the technology to be at least as explainable as the decisions made by the experts themselves. The goal of providing healthcare in settings where resources and expertise are scarce might come with a normative pull to lower the normative standards of using digital technologies in order to provide at least some healthcare in the first place. We scrutinize this tendency to lower standards in particular settings from a normative perspective, distinguish between different types of absolute and relative, local and global standards of explainability, and conclude by defending an ambitious and practicable standard of local relative explainability.
KW - Clinical decision support systems
KW - Justice
KW - Medical AI
KW - Explainability
KW - Normative standards
Y1 - 2022
U6 - https://doi.org/10.1007/s13347-022-00598-0
VL - 35
IS - Article number: 100
SP - 1
EP - 19
PB - Springer Nature
CY - Berlin
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 - https://doi.org/10.1109/HICSS.1996.493191
SP - 199
EP - 208
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Peters, Bettina
T1 - Innovation and Innovation Success in the German Manufacturing Sector. Econometric Evidence at Firm Level / Janz, N. and Peters, B.
Y1 - 2002
ER -
TY - JOUR
A1 - Janz, Norbert
A1 - Lööf, Hans
A1 - Peters, Bettina
T1 - Firm Level Innovation and Productivity, Is there a Common Story Across Countries?
JF - Problems and Perspectives in Management (2004)
Y1 - 2004
SN - ISSN 1727-7051
N1 - online download: http://businessperspectives.org/files/ppm/PPM_EN_2004_02_Janz.pdf
SP - 184
EP - 204
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Lööf, Hans
A1 - Peters, Bettina
T1 - Firm Level Innovation and Productivity, Is there a Common Story Across Countries?
Y1 - 2003
SN - ISSN 1727-7051
N1 - ZEW Diskussion Paper. No 03-26 Online : ftp://ftp.zew.de/pub/zew-docs/dp/dp0326.pdf
PB - Zentrum für Europäische Wirtschaftsforschung ZEW
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Licht, Georg
A1 - Ebling, Günther
A1 - Niggemann, Hiltrud
T1 - Innovation in the Service Sector. Selected Facts and Some Policy Conclusions / Licht, G., G. Ebling, N. Janz, H. Niggemann
Y1 - 1999
PB - European Commission
CY - Luxembourg
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Licht, Georg
T1 - Innovation Activities and European Patenting of German Firms. A Panel Data Analysis / Janz, N., G. Licht
Y1 - 2002
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Gottschalk, Sandra
A1 - Hempell, Thomas
A1 - Peters, Bettina
T1 - Innovation Activities in the German Economy. Report on Indicators from the Innovation Survey 2000 (English translation) / Janz, N., S. Gottschalk, T. Hempell, B. Peters, G. Ebling und H. Niggemann
Y1 - 2002
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Gottschalk, Sandra
T1 - Innovation Dynamics and Endogenours Market Structue. An Econometric Investigation with Aggregated Innovation Survey Data / Gottschalk, S. und N. Janz
Y1 - 2001
N1 - ZEW-Discussion Paper 01-39 online unter ftp://ftp.zew.de/pub/zew-docs/dp/dp0139.pdf
PB - ZEW Zentrum für Europäische Wirtschaftsförderung
CY - Mannheim
ER -
TY - JOUR
A1 - Janz, Norbert
A1 - Goedhuys, Micheline
A1 - Mohnen, Pierre
T1 - What drives productivity in Tanzanian manufacturing firms: technology or business environment? / Goedhuys, Micheline ; Janz, Norbert ; Mohnen, Pierre
JF - The European Journal of Development Research. 20 (2008), H. 2
Y1 - 2008
SN - 1743-9728
SP - 199
EP - 218
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Goedhuys, Micheline
A1 - Mohnen, Pierre
T1 - Knowledge-based productivity in "low-tech" industries : evidence from firms in developing countries / Goedhuys, Micheline ; Janz, Norbert ; Mohnen, Pierre
Y1 - 2008
N1 - Working paper series // United Nations University, UNU-MERIT ; 2008,007
PB - UNU-MERIT
CY - Maastricht
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Goedhuys, Micheline
A1 - Mohnen, Pierre
T1 - What drives productivity in Tanzanian manufacturing firms: technology or institutions? / Goedhuys, Micheline ; Janz, Norbert ; Mohnen, Pierre
Y1 - 2006
N1 - Working paper series // United Nations University, UNU-MERIT ; 2006,037
PB - UnU-MERIT
CY - Maastricht
ER -
TY - JOUR
A1 - Janz, Norbert
A1 - Goedhuys, Micheline
A1 - Mairesse, Jacques
A1 - Mohnen, Pierre
T1 - Micro-evidence on innovation and development (MEIDE): an introduction / Goedhuys, Micheline ; Janz, Norbert ; Mairesse, Jacques ; Mohnen, Pierre
JF - The European Journal of Development Research. 20 (2008), H. 2
Y1 - 2008
SN - 1743-9728
SP - 167
EP - 171
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Niggemann, Hiltrud
A1 - Stahl, Harald
T1 - 2nd Community Innovation Survey. 1st Interim Report. Report prepared for Eurostat / Ebling, G., N. Janz, H. Niggemann und H. Stahl
Y1 - 1998
PB - ZEW Zentrum für Europäische Wirtschaftsförderung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Göggerle, J.
A1 - Licht, Georg
T1 - The Longitudinal Aspect of Innovation Surveys / G. Ebling, J. Göggerle, N. Janz, G. Licht und H. Stahl
Y1 - 1998
PB - ZEW Zentrum für Europäische Wirtschaftsförderung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Gottschalk, Sandra
A1 - Peters, Bettina
T1 - Innovation Activities in the German Economy: Report on indicators from the Innovation Survey 2001 (english translation) / Janz, N., G. Ebling, S. Gottschalk, B. Peters und T. Schmidt
Y1 - 2002
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - JOUR
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Gottschalk, Sandra
A1 - Niggemann, Hiltrud
T1 - The Mannheim Innovation Panels (MIP and MIP-S) of the Centre for European Economic Research (ZEW) / Janz, N., G. Ebling, S. Gottschalk und H. Niggemann
JF - Schmollers Jahrbuch : Zeitschrift für Wirtschafts- und Sozialwissenschaften ; journal of applied social science studies. 121 (2001)
Y1 - 2001
SN - 0342-1783
SP - 123
EP - 129
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Gottschalk, Sandra
A1 - Niggemann, Hiltrud
T1 - Prospects of the German Economy: Innovation Activities in the Manufacturing Sector. Survey 1999 Report to the Federal Ministry of Education and Research (English translation) / Janz, N., G. Ebling, S. Gottschalk und H. Niggemann
Y1 - 2000
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Gottschalk, Sandra
A1 - Niggemann, Hiltrud
T1 - Services in the Future: Innovation Activities in the Service Sector. Survey 1999 (English translation) / Janz, N., G. Ebling, S. Gottschalk und H. Niggemann
Y1 - 2000
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Gottschalk, Sandra
A1 - Niggemann, Hiltrud
T1 - 2nd Community Innovation Survey. Final Report. Report prepared for Eurostat / Ebling, G. , S. Gottschalk, N. Janz und H. Niggemann
Y1 - 1999
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Gottschalk, Sandra
A1 - Niggemann, Hiltrud
T1 - 2nd Community Innovation Survey. 2nd Interim Report. Report prepared for Eurostat / Ebling, G. , S. Gottschalk, N. Janz und H. Niggemann
Y1 - 1999
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Gottschalk, Sandra
A1 - Licht, Georg
T1 - Prospects of the German Economy: Innovation Activities in the Manufacturing Sector. Survey 1998 (English translation) / Janz, N., G. Ebling, S. Gottschalk, G. Licht und H. Niggemann
Y1 - 1999
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
A1 - Gottschalk, Sandra
A1 - Licht, Georg
T1 - Services in the Future. Innovation Activities in the Service Sector. Survey 1998 (English translation) / Janz, N., G. Ebling, S. Gottschalk, G. Licht und H. Niggemann
Y1 - 1999
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - BOOK
A1 - Janz, Norbert
A1 - Ebling, Günther
T1 - Export and Innovation Activities in the German Service Sector. Empirical Evidence at the Firm Level / Ebling, G.. und N. Janz
Y1 - 1999
N1 - ZEW-Discussion Paper 99-53 online unter ftp://ftp.zew.de/pub/zew-docs/dp/dp5399.pdf
PB - ZEW Zentrum für Europäische Wirtschaftsförderung
CY - Mannheim
ER -
TY - JOUR
A1 - Janz, Norbert
T1 - Outlier Robust Estimation of an Euler Equation Investment Model with German Firm Level Panel Data
JF - Contributions to modern econometrics : from data analysis to economic policy ; [dedicated to Gerd Hansen on the occasion of his 65th Birthday] / ed. by Ingo Klein and Stefan Mittnik
Y1 - 2002
SN - 1402073348
N1 - Dynamic modeling in econometrics in economics and finance ; 4
SP - 87
EP - 103
PB - Kluwer Academic Publ.
CY - Dordrecht [u.a.]
ER -
TY - JOUR
A1 - Janz, Norbert
T1 - Innovative Power of German Manufacturing Industry Slows Down
JF - ZEW news. English edition. 4 (2002), H. 2002
Y1 - 2002
SP - 5
EP - 5
ER -
TY - JOUR
A1 - Janz, Norbert
T1 - Innovations in Germany: Market Novelties Gain Greater Importance
JF - ZEW news. English edition (2001)
Y1 - 2001
SP - 3
EP - 3
ER -
TY - BOOK
A1 - Janz, Norbert
T1 - Interpreting Estimation Result of Euler Equation Investment Models when Factor Markets are Imperfectly Competitive
Y1 - 1997
N1 - ZEW-Discussion Paper 97-29 online unter ftp://ftp.zew.de/pub/zew-docs/dp/dp2997.pdf
PB - ZEW Zentrum für Europäische Wirtschaftsforschung
CY - Mannheim
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Quernheim, Ulrich
A1 - Aghadavoodi Jolfaei, Masoud
T1 - Performance Evalutation of three Access Protocols for VSAT Networks / Ulrich Quernheim, Stephan Jacobs, Masoud Aghadavoodi Jolfaei
JF - Proceedings of the second European Conference on Satellite Communications : ECSC-2 ; Palais de Congrès, Liège, Belgium, 22 - 24 October 1991 / [ed.: Brigitte Kaldeich]
Y1 - 1991
SN - 92-9092-170-6
N1 - European Conference on Satellite Communications <2, 1991, Liège>; ESA SP ; 332
PB - ESA Publ. Div.
CY - Noordwijk
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Quernheim, Ulrich
T1 - ARQ Error Control for Multipoint Satellite Communications / Ulrich Quernheim, Stephan Jacobs
JF - Computer networking : proceedings of the IFIP TC 6 Conference on Computer Networking, COMNET '90, Budapest, Hungary, 8-10 May, 1990 / edited by László Csaba, Tibor Szentiványi, Katie Tarnay
Y1 - 1990
SN - 0444888721
N1 - International Federation for Information Processing ; COMNET ; (1990, Budapest)
PB - Elsevier
CY - New York, N.Y.
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Quernheim, Ulrich
T1 - Multicopy ARQ Error Control Techniques for Multipoint Satellite Links / Ulrich Quernheim, Stephan Jacobs
JF - Proceedings of the IFIP TC 6 International Conference on Information Network and Data Communication : Lillehammer, Norway, 26 - 29 March, 1990 / ed. by Dipak Khakhar ...
Y1 - 1990
SN - 0-444-88696-6
N1 - International Conference on Information Network and Data Communication <3, 1990, Lillehammer>
PB - North-Holland
CY - Amsterdam [u.a.]
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Quernheim, Ulrich
T1 - Error Control Techniques for Digital Satellite Links
JF - C-band antennas for regional communication systems : 1st European Conference Satellite Communications, ECSC-1, München, 28.-30.11.89 / Wolf, H. u.a. [Mitarb.]. Information und Dokumentation, Messerschmitt-Bölkow-Blohm GmbH (MBB), München
Y1 - 1990
PB - OTN-Berichtsstelle, Technisch-wissenschaftliche Information, Messerschmitt-Bölkow-Blohm GmbH
CY - München
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Jarke, Matthias
A1 - Pohl, Klaus
A1 - Bubenko, Janis
T1 - Requirements Engineering : An Integrated View of Representations, Process, and Domain / Jarke, Matthias ; Pohl, Klaus ; Jacobs, Stephan ; Bubenko, Janis ...
JF - Software engineering : 4th European Software Engineering Conference Garmisch-Partenkirchen, Germany, September 13 - 17, 1993 ; proceedings / ESEC '93. Ian Sommerville ... (eds.)
Y1 - 1993
SN - 3-540-57209-0
N1 - ESEC (4, 1993, Garmisch-Partenkirchen); Lecture notes in computer science ; 717
SP - 100
EP - 114
PB - Springer
CY - Berlin [u.a.]
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Jarke, Matthias
A1 - Pohl, Klaus
T1 - Requirements Engineering 1993
JF - Automated software engineering : the international journal of automated reasoning and artificial intelligence in software engineering. Vol. 1 (1994), H. No. 1
Y1 - 1994
SN - 0928-8910
ER -
TY - BOOK
A1 - Jacobs, Stephan
A1 - Jarke, Matthias
T1 - Requirements information management : the NATURE approach / RWTH Aachen, Fachgruppe Informatik. M. Jarke
Y1 - 1994
N1 - Aachener Informatik-Berichte ; 94-24
PB - RWTH, Fachgruppe Informatik
CY - Aachen
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Holten, Roland
T1 - Goal Driven Business Modelling - Supporting Decision Making within Information System Development
JF - Conference on Organizational Computing Systems : August 13 - 16, 1995, Milpitas, Calif. / general ed. Nora Comstock ...
Y1 - 1995
SN - 0-89791-706-5
N1 - Conference on Organizational Computing Systems <1995, Milpitas, Calif.>
PB - ACM
CY - New York, NY
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Hermanns, Oliver
T1 - Cooperative Design: Requirements on Network Technology and Document Architecture
JF - Selected papers of the 6th Joint European Networking Conference / guest ed.: J. Barberá
Y1 - 1996
N1 - Joint European Networking Conference <6, 1995, Tel Aviv>; Computer networks and ISDN systems ; 28,4 : special issue
PB - Elsevier
CY - Amsterdam [u.a.]
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Grob, Robert
A1 - Kethers, Stefanie
T1 - Towards CIS in Quality Management - Integration of Agents and Methods / Robert Grob, Stephan Jacobs, Stefanie Kethers
JF - Proceedings of the Second International Conference on Cooperative Information Systems : May 17 - 20, 1994, Toronto, Canada / sponsored by the University of Toronto. Editors: Michael Brodie
Y1 - 1994
N1 - International Conference on Cooperative Information Systems ; (2 : ; 1994.05.17-20 : ; Toronto)
PB - University of Toronto Press
CY - Toronto
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Gebhardt, Michael
A1 - Kethers, Stefanie
A1 - Rzasa, Wojtek
T1 - Filling HTML forms simultaneously: CoWeb — architecture and functionality
JF - Computer Networks and ISDN Systems. Vol. 30 (1996), H. Issues 1-7
Y1 - 1996
SN - 0376-5075
SP - 1385
EP - 1395
ER -
TY - JOUR
A1 - Jacobs, Stephan
A1 - Gebhardt, Michael
T1 - Conflict Management in Design /
JF - Transactions from the Eighth Symposium on Quality Function Deployment : (concurrent with International Symposium on QFD 96] ; June 9 - 11, 1996, Novi, Michigan, USA / sponsored by: QFD Institute
Y1 - 1996
N1 - Symposium on Quality Function Deployment ; (8, 1996, Novi, Mich.)
PB - QFD Institute
CY - Ann Arbor, Mich.
ER -
TY - JOUR
A1 - Jacobs, Stephan
T1 - A Fault Diagnosis System Using Temporary Relations between Symptoms
JF - Operations research '93 : extended abstracts of the 18th Symposium on Operations Research held at the University of Cologne, September 1 - 3, 1993 / Achim Bachem ... (ed.)
Y1 - 1994
SN - 379080794X
N1 - Symposium on Operations Research ; (18, 1993, Köln)
PB - Physica-Verl.
CY - Heidelberg
ER -
TY - JOUR
A1 - Jacobs, Stephan
T1 - Introducing Measurable Requirements: A Case Study
JF - Proceedings : June 7 - 11, 1999, University of Limerick, Limerick, Ireland / sponsored by IEEE Computer Society Technical Council on Software Engineering. In cooperation with ACM SIGSOFT
Y1 - 1999
SN - 0769501885
N1 - International Symposium on Requirements Engineering ; (4, 1999, Limerick)
ER -
TY - JOUR
A1 - Jacobs, Stephan
T1 - CSCW for Requirements Engineering - Requirements Engineering for CSCW
JF - Proceedings of the Third European Conference on Computer Supported Cooperative Work : 13 - 17 September 1993, Milan, Italy ; ECSCW ' 93 / ed. by Giorgio de Michelis ...
Y1 - 1993
SN - 0-7923-2447-1
N1 - ECSCW <3, 1993, Milano> ; [Workshop "CSCW Tools and Technologies: Definging Research Agendas]
PB - Kluwer
CY - Dordrecht [u.a.]
ER -
TY - JOUR
A1 - Jacobs, Stephan
T1 - The Teamwork Approach in Requirements Engineering
JF - The nature of requirements engineering / Matthias Jarke ... (Hrsg.)
Y1 - 1999
SN - 3-8265-6174-0
PB - Shaker
CY - Aachen
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 - Hunsdiek, Niklas J.A.
A1 - Chwallek, Constanze
T1 - External venturing activities and the influence of the chief technology officer
T2 - G-Forum Jahreskonferenz 2019
Y1 - 2019
N1 - G-Forum Jahreskonferenz 2019, 25. – 27. September 2019, Wirtschaftsuniversität Wien; 23. Interdisziplinäre Jahreskonferenz zu Entrepreneurship, Innovation und Mittelstand „Die Chancen von KMU in einer globalisierten Welt“
ER -
TY - JOUR
A1 - Hoepner, Gert
T1 - Info-Web-Generation
JF - Dm-compact : academic news for marketeers / Deutscher Direktmarketing Verband e. V.. 2 (2004), H. 3-4
Y1 - 2004
SN - 1573-3181
N1 - engl. Text unter gleichem Titel im gleichen Heft: Seite 12-17
SP - 14
EP - 20
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 - https://doi.org/10.1109/IWSPM.2008.3
SP - 1
EP - 8
PB - IEEE
CY - Piscataway, NJ
ER -
TY - JOUR
A1 - Herzwurm, Georg
A1 - Krams, Benedikt
A1 - Pietsch, Wolfram
A1 - Schockert, Sixten
T1 - Report from the 3rd international workshop on requirements prioritization for customer oriented software development (RePriCo’12)
JF - ACM SIGSOFT Software Engineering Notes
N2 - Prioritization is an essential task within requirements engineering to cope with complexity and to establish focus properly. The 3rd Workshop on Requirements Prioritization for customer oriented Software Development (RePriCo’12) focused on requirements prioritization and adjacent themes in the context of customer oriented development of bespoke and standard software. Five submissions have been accepted for the proceedings and for presentation. The report summarizes and points out key findings.
KW - Requirements relations
KW - Discourse ethics
KW - Tool support
KW - Consensus
KW - Requirements prioritization
Y1 - 2012
U6 - https://doi.org/10.1145/2237796.2237817
SN - 0163-5948
VL - 37
IS - 4
SP - 32
EP - 34
PB - Association for Computing Machinery
CY - New York
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 -
TY - BOOK
A1 - Hack, Stefan
A1 - Lindemann, Markus
T1 - Enterprise SOA Roadmap
Y1 - 2008
SN - 1-59229-162-7
PB - Galileo Pr.
CY - Bonn
ER -
TY - JOUR
A1 - Görgens, Stefan
A1 - Greubel, Steffen
A1 - Moosdorf, Andreas
T1 - How to mobilize 20,000 people: Perspectives on retail and consumer goods
Y1 - 2013
SP - 52
EP - 58
ER -
TY - JOUR
A1 - Grap, Rolf Dietmar
T1 - Determining manpower requirements in a spinning mill
JF - Chemical fibers international : CFI ; fiber polymers, fibers, texturing, and spunbonds (2003)
Y1 - 2003
SN - 0340-3343
SP - 455
EP - 458
ER -
TY - JOUR
A1 - Grap, Rolf Dietmar
T1 - If you think, education is expensive, try incompetence
JF - Beschaffung aktuell (2007)
Y1 - 2007
SN - 0341-4507
N1 - freier Zugang nach Registrierung
SP - 62
EP - 63
ER -
TY - BOOK
A1 - Gottschalk, Sandra
A1 - Janz, Norbert
A1 - Rennings, Klaus
T1 - Characteristics and Performance of Eco-Innovative Firms in the German Service Sector
Y1 - 1998
ER -
TY - CHAP
A1 - Golland, Alexander
A1 - Ohrtmann, Jan-Peter
T1 - Video surveillance: The supervisory authorities’ view andrecent case law
T2 - Turning Point in Data Protection Law
Y1 - 2020
SN - 978-3-8487-6909-4
U6 - https://doi.org/10.5771/9783748921561-175
SP - 175
EP - 178
PB - Nomos
CY - Baden-Baden
ER -
TY - CHAP
A1 - Golland, Alexander
T1 - Struggling with users’ consent: Economic approach to solve the issue of coupling
T2 - Turning Point in Data Protection Law
Y1 - 2020
SN - 978-3-8487-6909-4
U6 - https://doi.org/10.5771/9783748921561-121
SP - 121
EP - 126
PB - Nomos
CY - Baden-Baden
ER -
TY - JOUR
A1 - Goedhuys, Micheline
A1 - Janz, Norbert
A1 - Mohnen, Pierre
T1 - Knowledge-based productivity in “low-tech” industries: evidence from firms in developing countries
JF - Industrial and corporate change
N2 - Using firm-level data from five developing countries—Brazil, Ecuador, South Africa, Tanzania, and Bangladesh—and three industries—food processing, textiles, and the garments and leather products—this article examines the importance of various sources of knowledge for explaining productivity and formally tests whether sector- or country-specific characteristics dominate these relationships. Knowledge sources driving productivity appear mainly sector specific. Also differences in the level of development affect the effectiveness of knowledge sources. In the food processing sector, firms with higher educated managers are more productive, and in least-developed countries, additionally those with technology licenses and imported machinery and equipment. In the capital-intensive textiles sector, productivity is higher in firms that conduct R&D. In the garments and leather products sector, higher education of the managers, licensing, and R&D raise productivity.
Y1 - 2014
U6 - https://doi.org/10.1093/icc/dtt006
SN - 1464-3650 (E-Journal); 0960-6491 (Print)
VL - 23
IS - 1
SP - 1
EP - 23
PB - Oxford University Press
CY - Oxford
ER -
TY - BOOK
A1 - Gell, Sebastian
T1 - Determinants of earnings forecast error, earnings forecast revision and earnings forecast accuracy
N2 - Earnings forecasts are ubiquitous in today’s financial markets. They are essential indicators of future firm performance and a starting point for firm valuation. Extremely inaccurate and overoptimistic forecasts during the most recent financial crisis have raised serious doubts regarding the reliability of such forecasts. This thesis therefore investigates new determinants of forecast errors and accuracy. In addition, new determinants of forecast revisions are examined. More specifically, the thesis answers the following questions: 1) How do analyst incentives lead to forecast errors? 2) How do changes in analyst incentives lead to forecast revisions?, and 3) What factors drive differences in forecast accuracy?
Y1 - 2012
SN - 978-3-8349-3936-4
SN - 978-3-8349-3937-1
U6 - https://doi.org/10.1007/978-3-8349-3937-1
N1 - Titel in der Buchreihe: Quantitatives Controlling
PB - Springer Gabler
CY - Wiesbaden
ER -
TY - JOUR
A1 - Gebhardt, Michael
A1 - Jarke, Matthias
A1 - Jacobs, Stephan
T1 - A Toolkit for Negotiation Support Interfaces to Multidimensional Data
JF - SIGMOD 1997 : proceedings ACM SIGMOD International Conference on Management of Data, May 13 - 15, 1997, Tucson, Arizona, USA / ed. by Joan M. Peckman
Y1 - 1997
SN - 0897919114
N1 - International Conference on Management of Data ; (1997, Tucson, Ariz.)
PB - ACM Press
CY - New York, NY
ER -
TY - CHAP
A1 - Freyer, Nils
A1 - Thewes, Dustin
A1 - Meinecke, Matthias
ED - Gusikhin, Oleg
ED - Hammoudi, Slimane
ED - Cuzzocrea, Alfredo
T1 - GUIDO: a hybrid approach to guideline discovery & ordering from natural language texts
T2 - Proceedings of the 12th International Conference on Data Science, Technology and Applications DATA - Volume 1
N2 - Extracting workflow nets from textual descriptions can be used to simplify guidelines or formalize textual descriptions of formal processes like business processes and algorithms. The task of manually extracting processes, however, requires domain expertise and effort. While automatic process model extraction is desirable, annotating texts with formalized process models is expensive. Therefore, there are only a few machine-learning-based extraction approaches. Rule-based approaches, in turn, require domain specificity to work well and can rarely distinguish relevant and irrelevant information in textual descriptions. In this paper, we present GUIDO, a hybrid approach to the process model extraction task that first, classifies sentences regarding their relevance to the process model, using a BERT-based sentence classifier, and second, extracts a process model from the sentences classified as relevant, using dependency parsing. The presented approach achieves significantly better resul ts than a pure rule-based approach. GUIDO achieves an average behavioral similarity score of 0.93. Still, in comparison to purely machine-learning-based approaches, the annotation costs stay low.
KW - Natural Language Processing
KW - Text Mining
KW - Process Model Extraction
KW - Business Process Intelligence
Y1 - 2023
SN - 978-989-758-664-4
U6 - https://doi.org/10.5220/0012084400003541
SN - 2184-285X
N1 - 12th International Conference on Data Science, Technology and Applications, July 11-13, 2023, in Rome, Italy.
SP - 335
EP - 342
ER -
TY - CHAP
A1 - Freyer, Nils
A1 - Kempt, Hendrik
ED - Bhakuni, Himani
ED - Miotto, Lucas
T1 - AI-DSS in healthcare and their power over health-insecure collectives
T2 - Justice in global health
N2 - AI-based systems are nearing ubiquity not only in everyday low-stakes activities but also in medical procedures. To protect patients and physicians alike, explainability requirements have been proposed for the operation of AI-based decision support systems (AI-DSS), which adds hurdles to the productive use of AI in clinical contexts. This raises two questions: Who decides these requirements? And how should access to AI-DSS be provided to communities that reject these standards (particularly when such communities are expert-scarce)? This chapter investigates a dilemma that emerges from the implementation of global AI governance. While rejecting global AI governance limits the ability to help communities in need, global AI governance risks undermining and subjecting health-insecure communities to the force of the neo-colonial world order. For this, this chapter first surveys the current landscape of AI governance and introduces the approach of relational egalitarianism as key to (global health) justice. To discuss the two horns of the referred dilemma, the core power imbalances faced by health-insecure collectives (HICs) are examined. The chapter argues that only strong demands of a dual strategy towards health-secure collectives can both remedy the immediate needs of HICs and enable them to become healthcare independent.
Y1 - 2023
SN - 9781003399933
U6 - https://doi.org/10.4324/9781003399933-4
SP - 38
EP - 55
PB - Routledge
CY - London
ER -