Intelligent Decision-Making System Frameworks for a Digital Plan of Work: A Theoretical Investigation for the Construction Industry

The construction industry is characterised by fragmentation and suffers from lack of collaboration, often adopting adversarial working practices to achieve deliverables. For the UK Government and construction industry, BIM is a game changer aiming to rectify this fragmentation and promote collaboration. However it has become clear that there is an essential need to have better controls and definitions of both data deliverables and data classification. Traditional methods and techniques for collating and inputting data have shown to be time consuming and provide little to improve or add value to the overall task of improving deliverables. Hence arose the need in the industry to develop a Digital Plan of Work (DPoW) toolkit that would aid the decision making process, providing the required control over the project workflows and data deliverables, and enabling better collaboration through transparency of need and delivery. The specification for the existing Digital Plan of Work (DPoW) was to be, an industry standard method of describing geometric, requirements and data deliveries at key stages of the project cycle, with the addition of a structured and standardised information classification system. However surveys and interviews conducted within this research indicate that the current DPoW resembles a digitised version of the pre-existing plans of work and does not push towards the data enriched decision-making abilities that advancements in technology now offer. A Digital Framework is not simply the digitisation of current or historic standard methods and procedures, it is a new intelligent driven digital system that uses new tools, processes, procedures and work flows to eradicate waste and increase efficiency. In addition to reporting on conducted surveys above, this research paper will present a theoretical investigation into usage of Intelligent Decision Support Systems within a digital plan of work framework. Furthermore this paper will present findings on the suitability to utilise advancements in intelligent decision-making system frameworks and Artificial Intelligence for a UK BIM Framework. This should form the foundations of decision-making for projects implemented at BIM level 2. The gap identified in this paper is that the current digital toolkit does not incorporate the intelligent characteristics available in other industries through advancements in technology and collation of vast amounts of data that a digital plan of work framework could have access to and begin to develop, learn and adapt for decision-making through the live interaction of project stakeholders.

Evolución de la Ley de Directrices y Bases de la Ley de Educación Nacional Law - nº 5.692/1971 la enfermería profesional en Brasil

A garantia da memória histórica do ensino em nível profissionalizante em enfermagem, na década de 1970, foi o objeto dessa investigação. Teve como objetivos descrever e analisar o contexto sócio-político e as circunstâncias históricas em que a Lei nº 5.692, de 12 de agosto de 1971, das Diretrizes e Bases da Educação Nacional, foi promulgada, bem como discutir as mudanças e desdobramentos dessa no ensino profissionalizante em enfermagem. Trata-se de estudo descritivo, qualitativo, exploratório e de natureza histórico-social, com base em análise documental. Optou-se pela Micro-história para dar sustentação teórica à discussão dos resultados dessa investigação, pois a análise dos documentos históricos, sob o prisma de que, embora não seja possível enxergar a sociedade inteira a partir de um fragmento social, é possível enxergar algo da realidade social que envolve o fragmento humano examinado. A delimitação das fontes históricas do estudo compreende o Acervo do Arquivo Histórico da Associação Brasileira de Enfermagem - Seção São Paulo; o Acervo documental sobre a ABEn/SP, existente no Centro Histórico Cultural da Enfermagem Ibero-Americana da Escola de Enfermagem da USP e a Série Documenta do Ministério da Educação e Cultura. A partir dessa LDB nº 5.692/71, o ensino de Enfermagem foi totalmente integrado ao sistema nacional de Educação e sua promulgação ocorreu durante a Ditadura Militar e a ideologia do “milagre econômico”. De acordo com essa ideologia, o sistema educacional brasileiro deveria adequar-se ao modelo econômico desenvolvimentista, com treinamento de pessoal de nível técnico, visando aumentar e baratear os recursos humanos para o trabalho. A ABEn, como entidade representativa dos interesses políticos e ideológicos dos profissionais da área, liderava os debates sobre as questões da formação dos recursos humanos na enfermagem, sendo que na década de 70 mais da metade do contingente de enfermagem era majoritariamente sem formação específica. Também por conta dessa realidade, houve iniciativas governamentais para tentar reverter essa situação. Apesar das questões do ensino da enfermagem não se encontrarem explicitadas no texto da LDB nº 5.692/71, os resultados deste trabalho revelaram que a legislação estudada teve desdobramentos nas decisões políticas no âmbito do ensino profissionalizante e, consequentemente, impactou sobre a formação dos profissionais de enfermagem.

Responsabilidad civil de la persona mayor incapaz y de sus guardadores por los daños causados a terceros: especial referencia a la responsabilidad del incapaz en el sistema del Common Law

Un número considerable de personas mayores padece alguna enfermedad neurodegenerativa que limita sus facultades intelectivas y volitivas, lo que en la práctica suele traducirse en alteraciones de la personalidad con conservación de consciencia, pérdidas de memoria, desorientación, inquietud, confusión o agresividad. Este deterioro progresivo de capacidad que puede afectar a nuestros mayores no sólo los convierte en fácil objetivo de agresiones sino también en potenciales creadores de riesgos y daños a terceros. Es precisamente la responsabilidad que puede derivarse de tales daños la que será analizada en primer lugar en esta sede, exponiendo el estado de la cuestión tanto en el civil como en el common law. Por otro lado, cuando una persona que tiene sus funciones cognitivas mermadas causa un daño a otro, no sólo se debe analizar la responsabilidad civil del propio agente del daño frente al perjudicado, sino también aquélla en que podría incurrir la persona encargada de su cuidado en caso de haberla. Dicha cuestión ocupará la segunda parte del presente trabajo.

Double Hybrid Functionals and the Π-System Bond Length Alternation Challenge: Rivaling Accuracy of Post-HF Methods

Predicting accurate bond length alternations (BLAs) in long conjugated oligomers has been a significant challenge for electronic-structure methods for many decades, made particularly important by the close relationships between BLA and the rich optoelectronic properties of π-delocalized systems. Here, we test the accuracy of recently developed, and increasingly popular, double hybrid (DH) functionals, positioned at the top of Jacobs Ladder of DFT methods of increasing sophistication, computational cost, and accuracy, due to incorporation of MP2 correlation energy. Our test systems comprise oligomeric series of polyacetylene, polymethineimine, and polysilaacetylene up to six units long. MP2 calculations reveal a pronounced shift in BLAs between the 6-31G(d) basis set used in many studies of BLA to date and the larger cc-pVTZ basis set, but only modest shifts between cc-pVTZ and aug-cc-pVQZ results. We hence perform new reference CCSD(T)/cc-pVTZ calculations for all three series of oligomers against which we assess the performance of several families of DH functionals based on BLYP, PBE, and TPSS, along with lower-rung relatives including global- and range-separated hybrids. Our results show that DH functionals systematically improve the accuracy of BLAs relative to single hybrid functionals. xDH-PBE0 (N4 scaling using SOS-MP2) emerges as a DH functional rivaling the BLA accuracy of SCS-MP2 (N5 scaling), which was found to offer the best compromise between computational cost and accuracy the last time the BLA accuracy of DFT- and wave function-based methods was systematically investigated. Interestingly, xDH-PBE0 (XYG3), which differs to other DHs in that its MP2 term uses PBE0 (B3LYP) orbitals that are not self-consistent with the DH functional, is an outlier of trends of decreasing average BLA errors with increasing fractions of MP2 correlation and HF exchange.