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Selection: with tag automatic-knowledge-generation [12 articles] 

 

The challenge of knowledge soup

  
In Research Trends in Science, Technology and Mathematics Education (May 2006), pp. 55-90

Abstract

People have a natural desire to organize, classify, label, and define the things, events, and patterns of their daily lives. But their best-laid plans are overwhelmed by the inevitable change, growth, innovation, progress, evolution, diversity, and entropy. These rapid changes, which create difficulties for people, are far more disruptive for the fragile databases and knowledge bases in computer systems. The term knowledge soup better characterizes the fluid, dynamically changing nature of the information that people learn, reason about, act upon, and ...

 

The philosophical novelty of computer simulation methods

  
Synthese In Synthese, Vol. 169, No. 3. (1 August 2009), pp. 615-626, https://doi.org/10.1007/s11229-008-9435-2

Abstract

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. ...

 

Autonomous technology – sources of confusion: a model for explanation and prediction of conceptual shifts

  
Ergonomics, Vol. 57, No. 3. (5 December 2013), pp. 455-470, https://doi.org/10.1080/00140139.2013.858777

Abstract

Today, autonomous is often used for technology with a more intelligent self-management capability than common automation. This concept usage is maladaptive, ignoring both the distinction between autonomy and heteronomy according to Kant's categorical imperative and that the meaning of autonomy implies qualities technology cannot have. Being autonomous is about having the right to be wrong, a right justified by accountability and insightful understanding of real-life values, and it is about being externally uncontrollable. The contemporary use of autonomy as well as ...

 

(INRMM-MiD internal record) List of keywords of the INRMM meta-information database - part 3

  
(February 2014)
Keywords: apennines   aphid   aphis-pomi   apl   apmv-transmission   approximate-dynamic-programming   apriona-germari   aqua-modis   aquatic-invertebrate-shredders   aradus-cinnamommeus   araucaria-angustifolia   araucaria-araucana   araucaria-bidwillii   araucaria-heterophylla   araucaria-montana   araucaria-spp   arboriculture   arbutus-canariensis   arbutus-menziesii   arbutus-spp   arbutus-unedo   arctic-region   arctostaphylos-uva-ursi   ardity   argania-spinosa   argentina   argive-plain   arid-climate   arid-region   aridity   arion-lusitanicus   aristolochia-arborea   armillaria-spp   array-atomic-variables   array-of-agents   array-of-factors   array-of-sectors   array-of-users   array-programming   arsenic   arthropods   artic-region   artic-sea-ice   artificial-intelligence   artificial-neural-network   artificial-neural-networks   artocarpus-altilis   artocarpus-heterophyllus   arvicola-spp   arxiv   asia   aspidosperma-cruentum   aspidosperma-myristicifolium   asplenium-spp   assessment   associated-microorganisms   association-genetics   associations   asteraceae   asynchronous-change   atmosphere   atmospheric-circulation   atriplex-halimus   atriplex-nummularia   atta-cephalotes   auc   australia   austria   austrocedrus-chilensis   authorship   autoecology   automatic-knowledge-generation   automatic-knowledge-mapping   automation   automation-irony   autonomic-computing   autoregressive-model   avicennia-germinans   avifauna   awk   azadirachta-indica   azerbaijan   azolla-spp   bacillus-thuringiensis   back-propagation-networks   bacteria   bacterial-canker   bacterial-diseases   bacterial-wood-degradation   bactris-gasipaes   bactrocera-invadens   bactrocera-oleae   baikiaea-plurijuga   balanites-aegyptiaca   balkan-peninsula   balkan-region   balkans   bangladesh   banksia-grandis   inrmm-list-of-tags  

Abstract

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 ( http://mfkp.org/INRMM/tag/inrmm-list-of-tags ). ...

 

Big Data analysis on autopilot?

  
BioData Mining, Vol. 6, No. 1. (2013), 22, https://doi.org/10.1186/1756-0381-6-22

Abstract

Biomedical sciences, especially fields such as genomics, are becoming Big Data fields, driven, to a large extent, simply by the ability to generate enormous data sets. For fields such as biology, where data has traditionally been small, the influx of Big Data, noise and all, has caused a need to rapidly shift research practices. Ways of dealing with these data have led to importing collaborators from statistics, computer science, and physics. However, these new "biologists" are simply not biologists and classically ...

 

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, https://doi.org/10.1080/1463922021000054335

Abstract

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, https://doi.org/10.1080/001401399185595

Abstract

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 ...

 

Automatic programming: myths and prospects

  
Computer, Vol. 21, No. 8. (August 1988), pp. 40-51, https://doi.org/10.1109/2.75

Abstract

The authors consider five common myths about automatic programming and expose the fallacies on which they rest. They attempt to provide an accurate picture of these systems in terms of what the user sees, how the system works, and what the system knows. They describe commercially available systems and discuss what is on the horizon.> ...

 

CYC: a large-scale investment in knowledge infrastructure

  
Commun. ACM, Vol. 38, No. 11. (November 1995), pp. 33-38, https://doi.org/10.1145/219717.219745

Abstract

Since 1984, a person-century of effort has gone into building CYC, a universal schema of roughly 105 general concepts spanning human reality. Most of the time has been spent codifying knowledge about these concepts; approximately 106 commonsense axioms have been handcrafted for and entered into CYC's knowledge base, and millions more have been inferred and cached by CYC. This article examines the fundamental assumptions of doing such a large-scale project, reviews the technical lessons learned by the developers, and surveys the ...

 

Intelligent database systems

  
(2001)

Abstract

This book provides a state of the art guide to the new developments in expert database systems, from the unique perspective of both the database and AI areas. It gives complete and detailed coverage of the latest research and practice, including all the need-to-know technical and theoretical approaches in the area. ...

 

Ontology research and development. Part 2 - a review of ontology mapping and evolving

  
Journal of Information Science, Vol. 28, No. 5. (01 October 2002), pp. 375-388, https://doi.org/10.1177/016555150202800503

Abstract

This is the second of a two-part paper to review ontology research and development, in particular, ontology mapping and evolving. Ontology is defined as a formal explicit specification of a shared conceptualization. Ontology itself is not a static model so that it must have the potential to capture changes of meanings and relations. As such, mapping and evolving ontologies is part of an essential task of ontology learning and development. Ontology mapping is concerned with reusing existing ontologies, expanding and combining ...

 

Ontology research and development. Part 1 - a review of ontology generation

  
Journal of Information Science, Vol. 28, No. 2. (01 April 2002), pp. 123-136, https://doi.org/10.1177/016555150202800204

Abstract

Ontology is an important emerging discipline that has the huge potential to improve information organization, management and understanding. It has a crucial role to play in enabling content-based access, interoperability, communications, and providing qualitatively new levels of services on the next wave of web transformation in the form of the Semantic Web. The issues pertaining to ontology generation, mapping and maintenance are critical key areas that need to be understood and addressed. This survey is presented in two parts. The first ...

This page of the database may be cited as:
Integrated Natural Resources Modelling and Management - Meta-information Database. http://mfkp.org/INRMM/tag/automatic-knowledge-generation

Publication metadata

Bibtex, RIS, RSS/XML feed, Json, Dublin Core

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:
Search only within the INRMM-MiD publication records:
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.