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A systematic literature review on state-of-the-art deep learning methods for process prediction
2021
Artificial Intelligence Review
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This paper attempts to synthesise the advantages and disadvantages of the procedural decisions in these approaches by conducting a systematic literature review. ...
Whilst having a common learning algorithm, they use different data preprocessing techniques, implement a variety of network topologies and focus on various goals such as outcome prediction, time prediction ...
A study has to comply with all inclusion criteria and none of the exclusion criteria to be considered in this systematic literature review. ...
doi:10.1007/s10462-021-09960-8
fatcat:cikw2kxd7vhozeevsrl3qp6p24
Information Technology for Business Sustainability: A Literature Review with Automated Content Analysis
2021
Sustainability
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Through a systematic literature review and the application of automated content analysis, this study aims to provide insights into the latest research in the interdisciplinary field of sustainable business ...
The analysis of research trends revealed a discrepancy between the research in the European Union and the rest of the world and pointed to several avenues for future research. ...
Global Business Economics Perspective' Sustainability
Literature review
Theoretical
Brenner, Barbara
2018
Sustainability
Framework
development based on
literature and
practice review
Theoretical ...
doi:10.3390/su13031192
fatcat:kjummiivwndyhcmihszj3cc3ce
Current Studies of the Decision Process: Automation Versus Creativity
1955
Political research quarterly
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And the aim is not to impose the relationships that have prevailed in the past upon the decision-makers of the future, but rather to bring to their notice a body of pertinent intelligence capable
AUTOMATION ...
Among political scientists this is reflected in the volume of publica-
tion devoted to the theory and practice of decision-making and execution.? ...
doi:10.1177/106591295500800305
fatcat:2dfvqzt5rratbnhcjgtmagipaq
Towards Semantic Interoperability in Information Technology: On the Advances in Automation
[chapter]
2012
Automation
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from the conception of systems continuously more complex, intelligent and, above all, interoperable. ...
From this point of view it is important to note that the concepts inherited from UFO are important in promoting paradigms such as artificial intelligence by making explicit, for computational agents, concepts ...
doi:10.5772/48028
fatcat:3cdkpbsn5rclvlkra3m3oq2pca
Decision-Making in Driver-Automation Shared Control: A Review and Perspectives
[article]
2020
arXiv
pre-print
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Finally, we give a further discussion on the key future challenges and opportunities. They are likely to shape new potential research directions. ...
Due to the advent of these attentions and questions, it is desirable to present a survey on the decision-making between human drivers and highly automated vehicles, to understand their architectures, human ...
Xing, and F.-Y. Wang, "Decision-making in driver-automation shared control: a review and perspectives," IEEE/CAA J. Autom. ...
arXiv:2007.12597v1
fatcat:de5ixidgvzbkdb7y4ilwbgjocy
Automated influence and the challenge of cognitive security
2020
Proceedings of the 7th Symposium on Hot Topics in the Science of Security
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CCS CONCEPTS • Security and privacy → Human and societal aspects of security and privacy; • Social and professional topics; KEYWORDS disinformation, information operations, grey zone conflict, cognitive ...
The military and intelligence communities are starting to discuss ways to engage in this space, but the path forward is still unclear. ...
, from a governance perspective, more complicated to manage. ...
doi:10.1145/3384217.3385615
fatcat:ifd5jsjlhjcwbny5oouttggj74
Toward Life Cycle Sustainability in Infrastructure: The Role of Automation and Robotics in PPP Projects
2021
Sustainability
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Based on a comprehensive literature review, the model subdivides sustainability into engineering, project management, environmental, social, and economic dimensions. ...
This article identifies how project life cycle characteristics and automation and robotic technologies influence the sustainability of public-private partnership (PPP) infrastructure projects. ...
The design of this approach is therefore consistent with a conceptual paper, which is characterized by drawing on multiple concepts, literature streams, and theories [19] . ...
doi:10.3390/su13073779
fatcat:tf6kpkl2ivc27ciiuwfc7xptfq
Overtrusting robots: Setting a research agenda to mitigate overtrust in automation
2021
Paladyn: Journal of Behavioral Robotics
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Our review mobilizes insights solicited from in-depth conversations from a multidisciplinary workshop on the subject of trust in human–robot interaction (HRI), held at a leading robotics conference in ...
There is increasing attention given to the concept of trustworthiness for artificial intelligence and robotics. ...
The need for multidisciplinary definitions will stay relevant in the future and empirical research could try to systematically map and consolidate existing scholarship (e.g. through a systematic literature ...
doi:10.1515/pjbr-2021-0029
fatcat:lozo6p3gajcdrje2qeyastxqfu
Automated Records and Techniques Curriculum Development Project
1993
The American Archivist
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trends Impact on archival concepts and theory. ...
basic concepts and terminology of automated systems in order to understand archival literature on automated records and techniques, to identify and select relevant literature from related disciplines, ...
on automated techniques. ...
doi:10.17723/aarc.56.3.mk666816528057jm
fatcat:vwu6zgaqsrhwlhkapihyszi5g4
Automating Data Science (Dagstuhl Seminar 18401)
2019
Dagstuhl Reports
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First, from an artificial intelligence perspective, it is interesting to investigate whether (data) science (or portions of it) can be automated, as it is an activity currently requiring high levels of ...
Data science is concerned with the extraction of knowledge and insight, and ultimately societal or economic value, from data. ...
This systematic perspective has been approached from the point of view of the practice of data analysis (see for example position papers by Tukey, Mallows, Cox, Huber, Chatfield, and many others), to the ...
doi:10.4230/dagrep.8.9.154
dblp:journals/dagstuhl-reports/BieRHS18
fatcat:gimtfddy6fgpve3wtnu2qlulrq
Automated Writing Analysis for Writing Pedagogy: From Healthy Tension to Tangible Prospects
2015
Writing & Pedagogy
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It recounts the values of writing pedagogy and, from this perspective, examines legitimate concerns with automated writing analysis. ...
It recounts the values of writing pedagogy and, from this perspective, examines legitimate concerns with automated writing analysis. ...
Acknowledgements The author is thankful to the guest editor of this special issue and the anonymous reviewers for their insightful comments on this manuscript. ...
doi:10.1558/wap.v7i2-3.26381
fatcat:6ag77uou5feszlyewyjc35h5iy
Exploring the Use and Adoption of Workplace Automation through Metaphors: A Discourse Dynamics Analysis
2021
Communications of the Association for Information Systems
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In this paper, I review previous work on organizational metaphors in IS research and build on this work by proposing a discourse dynamics approach to metaphors as an alternative lens for conceptualizing ...
to generate fresh insights into the implications that arise from adopting and using workplace automation that remain unnoticed if one used more conventional methods. ...
it important to keep the literature review to a manageable size. ...
doi:10.17705/1cais.04904
fatcat:u7er3pcpmrdkxmxgrvbzp54sdu
Robotic Process Automation (RPA) Implementation Drivers: Evidence of Selected Nordic Companies
2021
Issues in Information Systems
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Deploying software robots with robotics process automation (RPA) became one of the most important and fastest growing technologies in the recent years. ...
The findings suggest that RPA is mainly perceived as an operational tool to automate and improve internal processes with little consideration of its strategic and external impact, including impact on customers ...
Conclusions This section is concluding findings from the field work and comparing them against the reviewed literature. ...
doi:10.48009/2_iis_2021_21-40
fatcat:h5e7kxq4pnhsvjiarq2fvg7il4
Automated Generation of Cross-Domain Analogies via Evolutionary Computation
[article]
2012
arXiv
pre-print
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Our algorithm is based on the concept of "memes", which are units of culture, or knowledge, undergoing variation and selection under a fitness measure, and represents evolving pieces of knowledge as semantic ...
In this paper we introduce a technique for the automated generation of cross-domain analogies based on a novel evolutionary algorithm (EA). ...
Acknowledgments This work was supported by a JAE-Predoc fellowship from CSIC, and the research grants: 2009-SGR-1434 from the Generalitat de Catalunya, CSD2007-0022 from MICINN, and Next-CBR TIN2009-13692 ...
arXiv:1204.2335v1
fatcat:npoz3is3vjaqzoyzp3htbtyev4
Software Engineering in Industrial Automation: State-of-the-Art Review
2013
IEEE Transactions on Industrial Informatics
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This paper presents one perspective on recent developments related to software engineering in the industrial automation sector that spans from manufacturing factory automation to process control systems ...
and energy automation systems. ...
From that perspective, such works in the automation domain are especially valuable. ...
doi:10.1109/tii.2013.2258165
fatcat:sx4qitarozdehokrdm2cwrp5oe
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