Developing a framework for responsible innovation. JavaScript is disabled on your browser. Please enable JavaScript to use all the features on this page. Open Access funded by Engineering and Physical Sciences Research Council open access Highlights The democratic governance of emerging science and innovation is a major challenge. We describe a framework for responsible innovation that addresses social and ethical concerns.
The framework has four dimensions: anticipation, reflexivity, inclusion and responsiveness. We describe the application of this framework to one geoengineering research project. We conclude that such a framework can underpin a practical and systematic approach to governance. Abstract The governance of emerging science and innovation is a major challenge for contemporary democracies. Keywords Responsible innovation Governance Emerging technologies Ethics Geoengineering. Text mining. A typical application is to scan a set of documents written in a natural language and either model the document set for predictive classification purposes or populate a database or search index with the information extracted.
Text mining and text analytics[edit] The term text analytics describes a set of linguistic, statistical, and machine learning techniques that model and structure the information content of textual sources for business intelligence, exploratory data analysis, research, or investigation.[1] The term is roughly synonymous with text mining; indeed, Ronen Feldman modified a 2000 description of "text mining"[2] in 2004 to describe "text analytics. "[3] The latter term is now used more frequently in business settings while "text mining" is used in some of the earliest application areas, dating to the 1980s,[4] notably life-sciences research and government intelligence. History[edit] Text analysis processes[edit] Applications[edit] Security applications[edit] Software[edit]
National Centre for Text Mining. The National Centre for Text Mining (NaCTeM) [1] is a publicly funded text mining (TM) centre. It was established to provide support, advice, and information on TM technologies and to disseminate information from the larger TM community, while also providing tailored services and tools in response to the requirements of the United Kingdom academic community. The software tools and services which NaCTeM supplies allow researchers to apply text mining techniques to problems within their specific areas of interest - examples of these tools are highlighted below. In addition to providing services, the Centre is also involved in, and makes significant contributions to, the text mining research community both nationally and internationally in initiatives such as Europe PubMed Central. The Centre is located in the Manchester Institute of Biotechnology and is operated and organized by the University of Manchester School of Computer Science.
Services[edit] Resources[edit] References[edit] Biotext. The BioText Project. News PubMedCentral's Search Engine Adopts UI Changes Consistent with Recommendations from BioText Search Interface Research. Several Biotext research papers ( Bioinformatics and PLos ONE) find evidence for the efficacy of showing figures in bioscience search results and allowing search over figure captions. An NLM Technical Bulletin from July 2011 describes adoption of these features for PubMedCentral publications which have the necessarily open intellectual property rights. (Perhaps the BioText talk at NLM in spring 2009 had some impact? We hope so!) Project Goals When the project began, new methods and tools were needed to improve how bioscience researchers search for and synthesize information from textual descriptions of bioscience research.
The BioText Search Engine This project also worked with bioscience researchers to develop intuitive, appealing, interfaces for using these facilities to perform efficient and effective searches. The BioText Project. BioText Search Engine. Home : Neuropod podcasts. Publicaciones científicas indexadas. LAS REVISTAS LATINOAMERICANAS DE CORRIENTE PRINCIPAL: INDICADORES Y ESTRATEGIAS PARA SU CONSOLIDACIÓN.
Copyright © 1995. Depósito legal pp. 76-0010 ISSN 0378-1844. INTERCIENCIA 20(3): 144-148 Forma correcta de citar este articulo: MANUEL KRAUSKOPF y MARIA INES VERA 1995. LAS REVISTAS LATINOAMERICANAS DE CORRIENTE PRINCIPAL: INDICADORES Y ESTRATEGIAS PARA SU CONSOLIDACIÓN. . * Corresponde a una ponencia presentada en el Taller Internacional sobre Publicaciones Científicas en América Latina, Guadalajara, México (27-30 Noviembre de 1994). El modo social para validar el conocimiento y que permite, al mismo tiempo, su difusión pública, implica un proceso riguroso que converge en la publicación de un artículo en una revista científica.
En este contexto, la Revista Científica adquiere particular importancia. No obstante, las revistas científicas, además de validar nuevo conocimiento y de comunicarlo públicamente, son depositarias de un patrimonio que, siendo intangible, determina la capacidad de progreso de la sociedad. TABLA I País de origen de las revistas de corriente principal N ° de Revistas.