Automating Routine Tasks in AmI Systems by Using Models at Runtime

Author(s):  
Estefanía Serral ◽  
Pedro Valderas ◽  
Vicente Pelechano
2013 ◽  
Vol 1 (1) ◽  
pp. 13
Author(s):  
Javaria Manzoor Shaikh ◽  
JaeSeung Park

Usually elongated hospitalization is experienced byBurn patients, and the precise forecast of the placement of patientaccording to the healing acceleration has significant consequenceon healthcare supply administration. Substantial amount ofevidence suggest that sun light is essential to burns healing andcould be exceptionally beneficial for burned patients andworkforce in healthcare building. Satisfactory UV sunlight isfundamental for a calculated amount of burn to heal; this delicaterather complex matrix is achieved by applying patternclassification for the first time on the space syntax map of the floorplan and Browder chart of the burned patient. On the basis of thedata determined from this specific healthcare learning technique,nurse can decide the location of the patient on the floor plan, hencepatient safety first is the priority in the routine tasks by staff inhealthcare settings. Whereas insufficient UV light and vitamin Dcan retard healing process, hence this experiment focuses onmachine learning design in which pattern recognition andtechnology supports patient safety as our primary goal. In thisexperiment we lowered the adverse events from 2012- 2013, andnearly missed errors and prevented medical deaths up to 50%lower, as compared to the data of 2005- 2012 before this techniquewas incorporated.In this research paper, three distinctive phases of clinicalsituations are considered—primarily: admission, secondly: acute,and tertiary: post-treatment according to the burn pattern andhealing rate—and be validated by capable AI- origin forecastingtechniques to hypothesis placement prediction models for eachclinical stage with varying percentage of burn i.e. superficialwound, partial thickness or full thickness deep burn. Conclusivelywe proved that the depth of burn is directly proportionate to thedepth of patient’s placement in terms of window distance. Ourfindings support the hypothesis that the windowed wall is mosthealing wall, here fundamental suggestion is support vectormachines: which is most advantageous hyper plane for linearlydivisible patterns for the burns depth as well as the depth map isused.


1993 ◽  
Vol 16 (3) ◽  
pp. 429-441 ◽  
Author(s):  
A. Bame Nsamenang ◽  
Michael E. Lamb

Among the Nso of Northwest Cameroon, the primary purpose of socialisation is the development of social intelligence and a sense of social responsibility. This process is dependent on and shaped more by "tacit lessions" built into children's apprenticeship in routine tasks and interpersonal encounters with both peers and adults than on role instruction. Nso children are co-participants in their own "hands-on" socialisation. The traditional niche is now in total flux. In order to compare the ideas and values of different parental cohorts inherent in the tension of continuity and change, we interviewed 389 Nso men and women using the Lamnso Parent Interview Guide. The results revealed both similarities and differences in the values of various parental cohorts. Although traditional values were widely endorsed, mothers, parents, and urban respondents tended to manifest less indigenous viewpoints than fathers, grandparents, and rural subjects, perhaps because of their greater exposure to alien modifiers of cultural knowledge and values.


2021 ◽  
Vol 11 (2) ◽  
pp. 213
Author(s):  
Dulce Romero-Ayuso ◽  
Cristian Cuerda ◽  
Carmen Morales ◽  
Ricardo Tesoriero ◽  
José Matías Triviño-Juárez ◽  
...  

Cognitive dysfunction affects the performance of Activities of Daily Living (ADL) and the quality of life of people with these deficits and their caregivers. To the knowledge of the authors, to date, there are few studies that focus on knowing the relationship between personal autonomy and deductive reasoning and/or categorization skills, which are necessary for the performance of the ADL. The aim of this study was to explore the relationships between ADL and categorization skills in older people. The study included 51 participants: 31 patients with cognitive impairment and 20 without cognitive impairment. Two tests were administered to assess cognitive functions: (1) the Montreal Cognitive Assessment (MoCA); and (2) the digital version of Riska Object Classification test (ROC-d). In addition, the Routine Tasks Inventory-2 (RTI-2) was applied to determine the level of independence in activities of daily living. People with cognitive impairment performed poorly in categorization tasks with unstructured information (p = 0.006). Also, the results found a high correlation between cognitive functioning and the performance of ADLs (Physical ADL: r = 0.798; p < 0.001; Instrumental ADL: r = 0.740; p < 0.001), a moderate correlation between Physical ADLs and categorization skills (unstructured ROC-d: r = 0.547; p < 0.001; structured ROC-d: r = 0.586; p < 0.001) and Instrumental ADLs and categorization skills in older people (unstructured ROC-d: r = 0.510; p < 0.001; structured ROC-d: r = 0.463; p < 0.001). The ROC-d allows the assessment of categorization skills to be quick and easy, facilitating the assessment process by OT, as well as the accuracy of the data obtained.


2021 ◽  
pp. 136548022199913
Author(s):  
Brian Vassallo

The quest for educational leaders to enact social and equitable schooling requires ongoing critical transformations that cannot be alienated from contemporary educational discourses and practices. Enacting social justice and equitable schooling poses an unparalleled challenge on the shoulders of risk-taking visionaries, who meticulously attempt to transmit their believes and values into the daily routine tasks at school, rather than plotting futuristic management scenarios. The study seeks to explore the multifaceted role of primary school leaders in the daily struggle to diffuse the principles of Multicultural Education for more just and equitable schooling. For this purpose, qualitative data measures were employed to determine the extent of which participants in the study mirrored the review of literature and research questions. The Critical Incident Technique was particularly useful as it allowed the collection for a large number of incidents occurring over a number of years, from a small number of people in a relatively short time. Analyses proceeded by identifying culturally responsive leadership practices and the application of critical race theory. Results identified seven core characteristics, present in school leaders who professed strong adherence to the principles of Multicultural Education. This suggests the need for emerging models of educational leadership to effectively respond to the increased diversity in our schools and to further establish the connections between multicultural educational leadership and equity schooling.


Computer ◽  
2009 ◽  
Vol 42 (10) ◽  
pp. 37-43 ◽  
Author(s):  
Carlos Cetina ◽  
Pau Giner ◽  
Joan Fons ◽  
Vicente Pelechano

2016 ◽  
Vol 10 (4) ◽  
pp. 288-304 ◽  
Author(s):  
Syagnik Banerjee ◽  
Phil Longstreet

Purpose With the ubiquitous diffusion of mobile-enabled internet, individuals are constantly immersed in both virtual and physical environments. While this causes distractions, lower attention spans and disasters such as texting while driving and walking, it also creates synergies and smoother navigational experiences. Technology developers, marketers and policy-makers are both concerned and intrigued to understand how to deploy these mobile technologies so as to optimize their disruptive impact. In this paper, the authors aim to develop a framework of dual consciousness to understand the potential causes and outcomes of individual’s simultaneous presence in physical and virtual worlds. Design/methodology/approach A careful review of past academic literature on behavior, as well as media reports of incidents of disruptions, led the authors to construct a 2 × 2 framework depicting behaviors that indicated high-low consciousness in physical, as well as virtual worlds. Findings In dual environments, individuals either dissociate from one of the environments or integrate both environments. While the former is driven by the multiplicity of irrelevant roles and goals, oblivion of relevant roles, perception of group norms and performance of practiced routine tasks, the latter is driven by strong executive control processes, focused singular goals and usage of the virtual environment to reinforce their physical tasks. The most affected parties are retailers, service providers, digital marketers and social media marketers. Originality/value Most prior research in interactive marketing examine effects of online stimuli on online behavior. This paper identifies the noise created by physical context on clicks as well as the interference created by virtual stimuli on physical purchases and service experiences.


2021 ◽  
Vol 9 (1) ◽  
Author(s):  
Bharti Pandya ◽  
Maryam Mohammed Al Janahi

Artificial Intelligence (AI) is not a new concept for Hospitality Industry and Recruitment functions. AI has displaced the human intervention in routine tasks. In few years, AI will take over several jobs (Kubler, 2018). Recently AI technologies support application screening, data analysis, and preliminary interviews, saving time of recruiters. Chatbots are now designated recruitment officers supporting candidates. Researchers have studied the influence of AI on Recruitment, but only a few focused on the AI displacing human in the recruitment function performed in UAE’s hospitality industry. This research aims to understand the transformation in the recruitment function of UAE’s hospitality industry due to AI intervention. Using concurrent mixed-methods, data was collected by interviewing 10 UAE HR leaders and surveying 135 HR professionals. The inductive-deductive thematic analysis was conducted for subjective measures and descriptive analysis was performed for scaled measures. This study found that UAE’s hospitality sector deployed AI technologies in recruitment areas such as job advertisements, collecting applications, maintaining profiles, and storing the applications. The routine, repetitive, and heavy-volume tasks in the recruitment are delegated to AI while strategic roles are retained for human professionals including development of strategies, and creation of job descriptions and specifications. While the literature review suggested a wider application of AI in recruitment function, UAE’s hospitality sector seems to be lagging. The recommendations will benefit industry leaders, HR professionals, recruitment consultants, and AI developers to rethink on the recruitment strategies, operations, and administration and to embrace the intervention of AI in recruiting the best talent proficiently.


Robotica ◽  
1989 ◽  
Vol 7 (2) ◽  
pp. 101-111 ◽  
Author(s):  
C. R. Weisbin ◽  
W. R. Hamel ◽  
D. P. Kuban ◽  
S. A. Meacham ◽  
F. G. Pin

SUMMARYThis paper describes the Robotics and Intelligent Systems Program (RISP) at the Oak Ridge National Laboratory (ORNL). RISP is a focal point at ORNL for studies in robotics, teleoperations, and related aspects of intelligent machines, such as artificial intelligence, neural networks, and parallel computing. RISP research is intended to minimize human error through automation of repetitive, dull, and routine tasks; to minimize human risk by allowing effective remote operation in hazardous environments; to optimize cooperation of humans and machines; and to cope effectively with emergency situations where fast response is essential.


2009 ◽  
Vol 3 (2) ◽  
pp. 111-116 ◽  
Author(s):  
Kristine M. Gebbie ◽  
Cheryl A. Peterson ◽  
Italo Subbarao ◽  
Kathleen M. White

ABSTRACTThe filing of criminal charges against a group of clinicians in New Orleans for failure to meet expected standards of care following the hurricanes of 2005 made the growing concern among health professionals about care provided during extreme emergencies or disasters all too real. Questions about what may lead to censure, penalties from licensing boards, or lawsuits have come from nurses, physicians, and many other licensed health professionals. A panel convened by the American Nurses Association that included representatives of medical, public health, hospital, and government agencies considered the ethical, professional, and practical aspects of meeting standards of care in such circumstances. Clinicians are reminded that in emergencies, it is only the circumstances that change (perhaps radically); neither the individual’s professional competency nor the basic professional standard of care is different. In making prioritized decisions under such circumstances, the individual’s ethical framework is utilitarian, and there are 3 areas for action, even when some routine tasks are set aside: maintain worker and patient safety; maintain airway, breathing, and circulation; and establish or maintain infection control. Policy recommendations such as state legislation for the adoption of comprehensive immunity for volunteer health care workers, and the establishment of a medical review panel as arbitration board are also suggested. The resulting white paper summarizes the issues and provides guidance to individual professionals, institutions in which they work, and emergency planners. (Disaster Med Public Health Preparedness. 2009;3:111–116)


e-xacta ◽  
2016 ◽  
Vol 9 (1) ◽  
pp. 37
Author(s):  
Cristiano Martins Monteiro ◽  
Flavianne Braga Campos de Lima ◽  
Carlos Renato Storck

<p>A geração automática de código-fonte é uma prática adotada no desenvolvimento de softwares para agilizar, facilitar e padronizar a implementação dos projetos. Embora seja uma prática comum nas fábricas de software, não se conhece uma ferramenta que permita escolher o padrão de projeto a ser usado. O objetivo principal deste trabalho é apresentar um gerador de códigos para o desenvolvimento de sistemas Web a partir de uma modelagem entidade-relacionamento, uma linguagem de programação e um padrão de projeto determinados pelo usuário. Os objetivos específicos são propor uma arquitetura do sistema capaz de adequar e reaproveitar diferentes padrões de projeto, linguagens de programação e projetos cadastrados; permitir que o usuário cadastre, altere, exclua, importe e exporte um projeto; e gerar automaticamente o seu código-fonte e scripts de banco de dados. Este trabalho se justifica pela importância de reduzir erros de codificação; e evitar perca tempo ao realizar atividades rotineiras de implementação de padrões de projeto. Possibilitando assim, maior dedicação no planejamento das regras de negócios e redução de custos. A ferramenta proposta (GCER) foi desenvolvida em linguagem Java com o uso banco de dados Oracle 11g, e seguindo os padrões DAO e MVC. Os resultados foram avaliados através da geração e compilação de códigos de um projeto para cadastro de veículos. A geração com êxito evidencia a viabilidade da ferramenta proposta para a geração automática de códigos no processo de desenvolvimento de software.</p><p>Abstract</p><p>The automatic generation of source code is a practice adopted in the development of software to streamline, facilitate and standardize the implementation of projects. Although it be a common practice in software factories, it is not known a tool able to choose the design pattern to be used. The main objective of this paper is to present a code generator for the development of Web systems from an entity-relationship modeling, a programming language and a design pattern determined by the user. The specific objectives are to propose a system architecture able to suit and reuse different design patterns, programming languages and saved projects; allow the user to insert, update, delete, import and export a project; and automatically generate the source code and database scripts. This work is justified by the importance to reduce errors of coding; and to avoid waste of time in the development of Web systems performing routine tasks. Allowing, then, a greater dedication in the planning of business rules and the reduction of costs. The tool proposed (GCER) was developed in Java with the database using Oracle 11g, and following the DAO and MVC patterns. The results were evaluated by generating and compiling codes of a project for vehicle registration. The successful code generation demonstrate the feasibility of the proposed tool for the automatic generation of code in the software development process.</p>


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