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Selection: with tag human-centered-automation [9 articles] 


What can machine learning do? Workforce implications

Science, Vol. 358, No. 6370. (22 December 2017), pp. 1530-1534,


Digital computers have transformed work in almost every sector of the economy over the past several decades (1). We are now at the beginning of an even larger and more rapid transformation due to recent advances in machine learning (ML), which is capable of accelerating the pace of automation itself. However, although it is clear that ML is a “general purpose technology,” like the steam engine and electricity, which spawns a plethora of additional innovations and capabilities (2), there is no ...


(INRMM-MiD internal record) List of keywords of the INRMM meta-information database - part 19

(February 2014)
Keywords: historical-perspective   history   holdouts   holocene   homeostasis   homogenous-spatial-units   homonyms   honey   honey-production   honeydew   honeydew-honey   hopea-odorata   horizon-scan   horticulture   host   host-chemistry   host-defense   host-parasite   host-plant   host-range   host-resistance   host-taxonomy   hotspot   human-behaviour   human-centered-automation   human-diseases   human-health   human-impact   human-influence   human-machine-interface   human-refuge   human-rights   humboldt   humidity   humus   hungary   hunting   hura-crepitans   hutchinsonian-niche   hybrid-incompatibility   hybrid-poplars   hybridisation   hydraulic-conductivity   hydraulic-properties   hydrogeology   hydrology   hydropower-energy   hyena-hyaena   hylastes-ater   hylastes-cunicularius   hylobius-abietis   hylurgops-palliatus   hylurgus-lingniperda   hymenaea-courbaril   hymenoscyphus-pseudoalbidus   hyper-heuristics   hypericum-androsaemum   hypericum-inodorum   hyphantria-cunea   hypoglycin-a   hypothesizing-after-the-results-are-known   hypoxylon-mammatum   hypoxylon-mediterraneum   hypsipyla-robusta   hyrcanian-region   hysteresis   i-score   iatrogenic-problem   iberian-peninsula   iberian-region   ica   ice-cover   ice-nucleation-active-bacteria   ice-sheet   iceland   idl   ieee   ignition-factors   ignorance   iland   ilarvirus   ilex-aquifolium   ilex-colchica   ilex-hyrcana   ilex-spp   illyrian   ilwis   image-classification   image-processing-analysis   impact   impact-factor   impacts   impatiens-spp   importance   in-situ-conservation   in-vitro-culture   inaction   inbreeding   incompatibility   inrmm-list-of-tags  


List of indexed keywords within the transdisciplinary set of domains which relate to the Integrated Natural Resources Modelling and Management (INRMM). In particular, the list of keywords maps the semantic tags in the INRMM Meta-information Database (INRMM-MiD). [\n] The INRMM-MiD records providing this list are accessible by the special tag: inrmm-list-of-tags ( ). ...


The Ironies of Automation: Still Going Strong at 30?

In Proceedings of the 30th European Conference on Cognitive Ergonomics (2012), pp. 65-71,


[Motivation] Bainbridge highlighted some of the ironies of automation 30 years ago and identified possible solutions. Society is now highly dependent on complex technological systems, so we assess our performance in addressing the ironies in these systems. [Research approach] A critical reflection on the original ironies of automation, followed by a review of three domains where technology plays a critical role using case studies to identify where ironies persist. [Findings/Design] The reliability and speed of technology have improved, but the ironies ...


The philosophical novelty of computer simulation methods

Synthese In Synthese, Vol. 169, No. 3. (1 August 2009), pp. 615-626,


Reasons are given to justify the claim that computer simulations and computational science constitute a distinctively new set of scientific methods and that these methods introduce new issues in the philosophy of science. These issues are both epistemological and methodological in kind. ...


Putting humans in the loop: Social computing for Water Resources Management

Environmental Modelling & Software, Vol. 37 (November 2012), pp. 68-77,


The advent of online services, social networks, crowdsourcing, and serious Web games has promoted the emergence of a novel computation paradigm, where complex tasks are solved by exploiting the capacity of human beings and computer platforms in an integrated way. Water Resources Management systems can take advantage of human and social computation in several ways: collecting and validating data, complementing the analytic knowledge embodied in models with tacit knowledge from individuals and communities, using human sensors to monitor the variation of ...


Dealing with ghosts: Managing the user experience of autonomic computing

IBM Systems Journal, Vol. 42, No. 1. (2003), pp. 177-188,


Although the goal of autonomic computing is to make systems that work continuously, robustly, and simply, no one imagines that people can be excluded entirely. Whether it is end-users getting their jobs done by interacting with autonomic systems or system administrators maintaining, monitoring, and debugging large-scale systems with autonomic components, humans will always be part of the computational process. As autonomic systems become part of the computing infrastructure, new demands will be placed on all users. How do users understand what ...


Making autonomic computing systems accountable: the problem of human computer interaction

Database and Expert Systems Applications, 2003. Proceedings. 14th International Workshop on In Database and Expert Systems Applications, 2003. Proceedings. 14th International Workshop on (2003), pp. 718-724,


The vision of autonomic computing raises fundamental questions about how we interact with computer systems. In this paper, we outline these questions and propose some strategies for addressing them. In particular, we examine the problem of how we may make autonomic computing systems accountable in interaction for their behaviour. We conclude that there is no technological solution to this problem. Rather, it calls for designers of autonomic computing systems to engage with users so as to understand at first hand the ...


The effects of level of automation and adaptive automation on human performance, situation awareness and workload in a dynamic control task

Theoretical Issues in Ergonomics Science, Vol. 5, No. 2. (1 March 2004), pp. 113-153,


This paper extends previous research on two approaches to human-centred automation: (1) intermediate levels of automation (LOAs) for maintaining operator involvement in complex systems control and facilitating situation awareness; and (2) adaptive automation (AA) for managing operator workload through dynamic control allocations between the human and machine over time. Some empirical research has been conducted to examine LOA and AA independently, with the objective of detailing a theory of human-centred automation. Unfortunately, no previous work has studied the interaction of these ...


Level of automation effects on performance, situation awareness and workload in a dynamic control task

Ergonomics, Vol. 42, No. 3. (1 March 1999), pp. 462-492,


Various levels of automation (LOA) designating the degree of human operator and computer control were explored within the context of a dynamic control task as a means of improving overall human/machine performance. Automated systems have traditionally been explored as binary function allocations; either the human or the machine is assigned to a given task. More recently, intermediary levels of automation have been discussed as a means of maintaining operator involvement in system performance, leading to improvements in situation awareness and reductions ...

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Integrated Natural Resources Modelling and Management - Meta-information Database.

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Meta-information Database (INRMM-MiD).
This database integrates a dedicated meta-information database in CiteULike (the CiteULike INRMM Group) with the meta-information available in Google Scholar, CrossRef and DataCite. The Altmetric database with Article-Level Metrics is also harvested. Part of the provided semantic content (machine-readable) is made even human-readable thanks to the DCMI Dublin Core viewer. Digital preservation of the meta-information indexed within the INRMM-MiD publication records is implemented thanks to the Internet Archive.
The library of INRMM related pubblications may be quickly accessed with the following links.
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Full-text and abstracts of the publications indexed by the INRMM meta-information database are copyrighted by the respective publishers/authors. They are subject to all applicable copyright protection. The conditions of use of each indexed publication is defined by its copyright owner. Please, be aware that the indexed meta-information entirely relies on voluntary work and constitutes a quite incomplete and not homogeneous work-in-progress.
INRMM-MiD was experimentally established by the Maieutike Research Initiative in 2008 and then improved with the help of several volunteers (with a major technical upgrade in 2011). This new integrated interface is operational since 2014.