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Machine infelicity in a poignant visitor setting: comparing human and AI's ability to analyze discourse

Martin MacCarthy, Hairong Shan
2021 Current Issues in Tourism  
and context in thematic analysis, and (3) encouraging a discussion of the appropriateness of using AI in research.  ...  This study compares the efficacy of computer and human analytics in a commemorative setting. Both deductive and inductive reasoning are compared using the same data across both methods.  ...  Acknowledgements We wish to thank our colleagues Eunjung Kim and Stephen Fanning for their assistance in making this project possible.  ... 
doi:10.1080/13683500.2021.1915252 fatcat:xveoimocfvewji6dpdjyjyf7eq

Model-Driven Time-Series Analytics

Sabine Wolny, Alexandra Mazak, Manuel Wimmer, Rafael Konlechner, Gerti Kappel
2018 Enterprise Modelling and Information Systems Architectures - An International Journal  
We show how such data analytics is specified for modelling languages using standard metamodelling techniques and technologies.  ...  Tackling the challenge of managing the full life-cycle of systems requires a well-defined mix of approaches.  ...  While the presented approach opens the door for using time-series analytics in a model-driven engineering toolbox, there are still several challenges to be tackled in the future.  ... 
doi:10.18417/emisa.si.hcm.19 dblp:journals/emisaij/WolnyMWKK18 fatcat:q24lbwvjmvb53b7zmtwi75tawe

Towards a connected factory: Shop-floor data analytics in cyber-physical environments

Dávid Gyulai, Júlia Bergmann, Viola Gallina, Alexander Gaal
2019 Procedia CIRP  
In the paper, a reference model of an industrial data analytics platform is presented that supports the integration of various analytics solutions with enterprise level decision support tools, such as  ...  In the paper, a reference model of an industrial data analytics platform is presented that supports the integration of various analytics solutions with enterprise level decision support tools, such as  ...  Acknowledgment The research in this paper was (partially) supported by the European Commission through the H2020 project EPIC  ... 
doi:10.1016/j.procir.2020.01.016 fatcat:hqrdp5u65vbn5f2vzv6n7cgjxi

Capturing smart service systems: Development of a domain-specific modelling language

Rocco Xaver Richard Huber, Louis Christian Püschel, Maximilian Röglinger
2019 Information Systems Journal  
These developments have given rise to novel types of service and smart service systems (SSS), ie, resource configurations capable of learning, dynamic adaptation, and decision making.  ...  Over the last years, the nature of service has changed owing to conceptual advances and developments in information technology.  ...  We included the development of a formal metamodel and the implementation of a modelling tool as topics for future research.  ... 
doi:10.1111/isj.12269 fatcat:27tcqyb2g5gl5lbog7jdym4ury

Using Work System Theory to Link Managerial and Technical Perspectives on BPM

Steven Alter
2013 2013 IEEE 15th Conference on Business Informatics  
Subsequent research in process-aware information systems (e.g., [4] , [13] ) and process mining and adaptive case management (e.g., [14] ) retains a rigorous analytic focus as it moves toward recognizing  ...  The challenge of learning that method would minimal, however, since many MBA students have learned to apply the core of WST in only several hours of instruction and subsequent work.  ... 
doi:10.1109/cbi.2013.39 dblp:conf/wecwis/Alter13 fatcat:u63vglgsoncajkigugfniof2ey

Artificial Intelligence and Design of Experiments for Assessing Security of Electricity Supply: A Review and Strategic Outlook [article]

Jan Priesmann, Justin Münch, Elias Ridha, Thomas Spiegel, Marius Reich, Mario Adam, Lars Nolting, Aaron Praktiknjo
2021 arXiv   pre-print
We end with deriving a new methodological pipeline for adequately and efficiently addressing the present and upcoming challenges in the assessment of security of electricity supply.  ...  Among other findings, we identify metamodeling of complex security of electricity supply models using AI methods and applications of AI-based methods for forecasts of storage dispatch and (non-)availabilities  ...  Often, the term "feature space" is used when talking about data in a machine learning context.  ... 
arXiv:2112.04889v2 fatcat:zfm7gfnfcraoplytbaixsdx2ia

Architectural Decision Management for Digital Transformation of Products and Services

Alfred Zimmermann, Dierk Jugel, Kurt Sandkuhl, Rainer Schmidt, Christian Schweda, Michael Möhring
2016 Complex Systems Informatics and Modeling Quarterly  
The present research paper investigates mechanisms for decision analytics in the context of multi-perspective explorations of enterprise services and their digital enterprise architectures by extending  ...  We are putting a spotlight on the example domain -Internet of Things.  ...  In Section 6 we focus on collaborative decision analytics techniques and present a decisional metamodel for digital enterprise architectures.  ... 
doi:10.7250/csimq.2016-6.03 fatcat:yptxd6qvlveafadqar35w7uxky

An enterprise modeling and integration framework based on knowledge discovery and data mining

Elena I. Neaga, Jennifer A. Harding *
2005 International Journal of Production Research  
First, the paper briefly presents the background and current state-of-the-art of knowledge discovery in databases and data mining systems and projects.  ...  An extension and a generic exploration of the information view that already exists within some enterprise models, are also proposed.  ...  ., 1998, Introduction to A-Life, (Berlin:Springer-Verlag) ADAMO, J.M., 2001, Data Mining for Association Rules and Sequential Patterns, (Berlin:Springer-Verlag) ADRIAANS, P., ZANTINGE, D., 1996, Data Mining  ... 
doi:10.1080/00207540412331322939 fatcat:sc5k3vlr3fh7vpiowjjwsfvhfu

Grand challenges in model-driven engineering: an analysis of the state of the research

Antonio Bucchiarone, Jordi Cabot, Richard F. Paige, Alfonso Pierantonio
2020 Journal of Software and Systems Modeling  
This article reports on the results of those meetings, and presents a set of grand challenges that emerged from discussions and synthesis.  ...  In 2017 and 2018, two events were held-in Marburg, Germany, and San Vigilio di Marebbe, Italy, respectively-focusing on an analysis of the state of research, state of practice, and state of the art in  ...  This was analyzed and the state of the art synthesized, in a selection of research roadmaps and challenge papers published at the time.  ... 
doi:10.1007/s10270-019-00773-6 fatcat:7dwvhuqvjjeifjeat3bxsyeycm

Metamodelling for Design of Mechatronic and Cyber-Physical Systems

Krzysztof Pietrusewicz
2019 Applied Sciences  
Usually, one of the problems during the development of such projects is an interdisciplinary character of the team that is involved in this endeavour. The success of a complex machine project (e.g.  ...  The paper presents the issue of metamodeling of Domain-Specific Languages (DSL) for the purpose of designing complex mechatronics systems.  ...  In the presented context, model is understood as an abstract representation of a system used in object control.  ... 
doi:10.3390/app9030376 fatcat:wzd4lmkzhbgypiyk2hla5qilne

Metamodel for Service Analysis and Design Based on an Operational View of Service and Service Systems

Steven Alter
2012 Service Science  
This paper applies those definitions in a metamodel of service-in-operation that provides a direct path for addressing issues that must be resolved in moving from the general concept (c) Steven Alter 2012  ...  A subsequent version was published by Service Science, 4(3), pp. 218-235.  ...  One of the goals of the original metamodel in Alter (2010a) was to inspire a set of easily used tools in the form of tables based on links in the metamodel.  ... 
doi:10.1287/serv.1120.0020 fatcat:gz2jxbpj2jcixnchsouw5xpdp4

Research Curation on Knowledge Management [article]

Peng Huang, Atreyi Kankanhalli, Harris Kyriakou, Rajiv Sabherwal
2018 arXiv   pre-print
In an attempt to provide a useful resource for scholars interested in KM, we take stock of the pertinent research published in MISQ.  ...  Knowledge has been viewed in several ways in the prior literature, including as a state of mind, an object, a process, access to information, and a capability.  ...  Progression of Research in MISQ The first two research papers in MISQ on KM (Meyer and Curley 1991; Byrd et al. 1992) were published in the early 1990's.  ... 
arXiv:1805.04515v1 fatcat:xz7mvsa2hfgs3jjm6azwupude4

Reducing design time and promoting evolvability using Domain-Specific Languages in an industrial context [chapter]

Benny Akesson, Jozef Hooman, Jack Sleuters, Adrian Yankov
2020 Model Management and Analytics for Large Scale Systems  
Section 10.3 then discusses the five research questions in the context of the published state of the art to determine the extent to which they are recognized in literature and identify the range of available  ...  We start by presenting the general context of our case study from the defense domain. This study is centered around the engagement chain of a Combat Management System, shown in Fig. 10.1 .  ... 
doi:10.1016/b978-0-12-816649-9.00020-x fatcat:z7mhjdwmr5dgljcawy4cgd7kaq

Collaborative Modelling and Visualization of Business Ecosystems

Anne Faber, Adrian Hernandez-Mendez, Sven-Volker Rehm, Florian Matthes
2020 Australasian Journal of Information Systems  
In a cross-case analysis, we draw conclusions with respect to process implementation and the role of visualizations.  ...  For gaining a comprehensive picture of the ecosystem, various enterprise stakeholders need to be involved in the analysis process.  ...  Acknowledgements The research described in this article rests on results of the project grant BEEx+ 01IS17049 sponsored by the German Federal Ministry of Education and Research (BMBF).  ... 
doi:10.3127/ajis.v24i0.2229 fatcat:t7qo7chnsbeuni5tptxbnbfpey

Analyzing the Efficiency of Travel and Tourism in the European Union [chapter]

Petra Barišić, Violeta Cvetkoska
2019 Springer Proceedings in Business and Economics  
The location of Abstract: A number of American options pricing methods via Monte Carlo simulation have been developed.  ...  Abstract: A simulation model to determine a runway exit location is proposed in the paper.  ...  Numerous journals and special volumes publish research on sustainable supply chain.  ... 
doi:10.1007/978-3-030-21990-1_10 fatcat:mkkhegc3hjgzzfra66ccabhw44
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