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Selection: with tag human-machine-interface [4 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 16

(February 2014)
Keywords: growth-rates   growth-responses   growth-trends   growth-variability   growth-yield   guajacum-officinale   guajacum-sanctum   guidos-mspa   gvsig   gymmocladus-spp   gymnospermae   gypsonoma-aceriana   gypsonoma-haimbachiana   h-index   habitat   habitat-area   habitat-availability   habitat-classification   habitat-conservation   habitat-description   habitat-suitability   hadgem2-ao   haematoxylum-campechianum   hagenia-abyssinica   haiti   half-sib-families   hamamelis-spp   handbook   handicraft   hardiness   hardware   hardwood   heat-storage   heat-transfer   heating   heatwaves   heavy-metal   heavy-metals   hedera-helix   hedera-spp   height-differentiation   height-growth   helianthus-spp   helianthus-tuberosus   hellenica   hellinger-distance   hemiptera   herbal-medicines   herbicide-control   herbivory   herbivory-impact   herpotrichia-juniperi   heterobasidion   heterobasidion-abietinum   heterobasidion-annosum   heterobasidion-parviporum   heuristics   hevea-brasiliensis   hibiscus-elatus   hibiscus-tiliaceus   hidden-goal   hidden-knowledge   high-impact-publication   high-resolution-data   hill-slope-curvature   hillslope   hilly-areas   himalayan-region   hippophae-rhamnoides   histamine-release   historical-perspective   history   holocene   homeostasis   homogenous-spatial-units   homonyms   honey   honey-production   honeydew   honeydew-honey   hopea-odorata   horticulture   host   host-chemistry   host-defense   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   humboldt   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 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.
Search within the whole INRMM meta-information database:
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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.