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 -