1. Cine y vanguardias : el cine como promesa estético-política desde Dziga Vertov y Jean Epstein -- 2. Deleuze y las potencias del cine : el acontecimiento de lo inorgánico -- 3. De la vida inorgánica a la vida histórica : recuperación del carácter narrativo del cine a partir de Jacques Ranciere.

The purpose of this article is making a critical revision of the field of communication –understood as a field of research and reflection– and the way its existence has been tried to be legitimated since the postwar period. Our stance holds that, even though it is possible to find relatively linear and continuous narratives to understand communication, what is regarded here is reaching comprehension of the fragmentation and language games brought together in it. Besides, the core problem does not rely (...) on the consolidation of a linear and scientific epistemological narrative, but on the manner discourse is articulated, giving place to such narratives turning around their political charges and not the supposed scientific value attributed to them. (shrink)

This work describes the perceptions that Industrial Engineering students have regarding Colombian firms’ corporate social responsibility (CSR) practices. It also explores the incidence of gender, academic level, work experience and entrepreneurial intention on students’ vision. A survey with 70 CSR practices was designed based on previous research. Practices were grouped in ten dimensions: shareholders, customers, employees, suppliers, stakeholders, ethics, environment, legal, human rights and society. A representative sample of 142 students was used. Results show that students perceive a higher commitment (...) of Colombian companies with the shareholders dimension, while a lower with the society, ethics and environmental CSR practices. Work experience and entrepreneurial intention are the only variables affecting the identified perceptions. Thus, as they gain experience, their perceptions become more favorable. On the other hand, potential entrepreneurs have a more critical view on the companies’ commitment. Additionally, the fact that the academic level does not impact students’ perceptions constitutes a challenge for the academic program, since it is expected that this will affect the vision of future engineers. This is the first study that evaluates perceptions of Industrial Engineering students, who, given their object of study, will be responsible for designing and managing production processes in organizations of the future. Results respond to a specific context (students at a Colombian public university), therefore further research to explore the subject is recommended. (shrink)

Despite continuing controversies regarding the vital status of both brain-dead donors and individuals who undergo donation after circulatory death (DCD), respecting the dead donor rule (DDR) remains the standard moral framework for organ procurement. The DDR increases organ supply without jeopardizing trust in transplantation systems, reassuring society that donors will not experience harm during organ procurement. While the assumption that individuals cannot be harmed once they are dead is reasonable in the case of brain-dead protocols, we argue that the DDR (...) is not an acceptable strategy to protect donors from harm in DCD protocols. We propose a threefold alternative to justify organ procurement practices: (1) ensuring that donors are sufficiently protected from harm; (2) ensuring that they are respected through informed consent; and (3) ensuring that society is fully informed of the inherently debatable nature of any criterion to declare death. (shrink)

Background:Decision-making and assessment in emergency situations are complex and result many times in ethical conflicts between different healthcare professionals.Aim:To analyse and describe situations that can generate ethical conflict among nurses working in emergency situations.Methods:Qualitative analysis. A total of 16 emergency nurses took part in interviews and a focus group.Ethical considerations:Organisational approval by the University Hospital, and informed consent and confidentiality were ensured before conducting the research.Result/conclusion:Two categories emerged: one in ‘ethical issues’ and one in ‘emotions and feelings in caring’. The (...) four ethical subcategories are presented: Autonomy, the first sub category: first, the nurse’s ability to practise care on an emergency ward and, second, to support the patient and/or relatives in terms of care and medical treatment. The conflicts arise when the nurse ends up in the middle between the patient and the physician responsible for the diagnosis and treatment from a nature scientific perspective. Reification of injured body: patient was often reified and fragmented, becoming just a leg or arm. Different factors contributed in this perspective. Pain: pain relief was often inadequate but more effectively treated in the emergency medical services than at the emergency department. The nurses highlighted the phenomenon of suffering because they felt that pain was only an object, forgetting the patients’ care need, like separating mind from body. Death: the nurses felt that the emergency services are only prepared to save lives and not to take care of the needs of patients with ‘end-of-life’ care. Another issue was the lack of ethical guidelines during a cardiac arrest. Resuscitation often continues without asking about the patient’s ‘previous wishes’ in terms of resuscitation or not. In these situations, the nurses describe an ethical conflict with the physician in performing their role as the patient’s advocate. The nurses express feelings of distress, suffering, anger and helplessness. (shrink)

A key issue in the business ethics field is the design of effective measures for assessing the ethical culture of organizations. The Corporate Ethical Virtues Model (CEV), developed by Kaptein in 2008, is an instrument for measuring ethical culture, and has been applied, adapted and validated in different contexts. In 2013, DeBode, Armenakis, Field and Walker developed the CEV–S, a shortened version of the original scale. Both the CEV and CEV–S assess eight dimensions based on corporate ethical virtues: clarity, congruency (...) of supervisors, congruency of senior management, feasibility, supportability, transparency, discussability and sanctionability. The objective of this study is to present a Spanish version of the CEV–S and its validation process. The scale was applied to two samples of 114 and 193 Colombian employees from two companies operating in the services sector. The confirmatory factor analyses revealed a good fit for the eight-factor structure of the Spanish CEV–S and the statistical tests applied showed good levels of reliability and validity for this scale. The adequate psychometric properties shown by the Spanish CEV–S may support its use in future research to measure organizational ethical culture in Spanish-speaking settings. (shrink)

The aim of this research is to develop and validate a measurement scale for consumer’s perceptions of corporate social responsibility using the three-dimensional social, environmental and economic conceptual approach as a theoretical basis. Based on the stages of measurement scale creation and validation suggested by DeVellis and supported by Churchill Jr.’s :64–73, 1979) suggestions, five different empirical studies are developed expressly and applied to consumers of tourist services. This research involves 1147 real tourists from 24 countries in two different cultural (...) and geographical contexts. A three-dimensional 18-item scale is proposed for measuring consumer perceptions of corporate social, environmental and economic responsibilities. This paper presents the complete development of the scale, as well as the implications and limitations of the main findings and the managerial implications. (shrink)

La libertad tiene un valor sistemático fundamental en la filosofía de Kant. En la filosofía práctica, ella es condición de la acción en sentido eminente. Tanto en la _Fundamentación de la metafísica de las costumbres_, cuanto en la _Crítica de la razón práctica_, Kant intenta probar la libertad. La argumentación en ambas obras es distinta. El presente trabajo hace foco especialmente en la justificación de la segunda _Crítica_. En ella, Kant plantea que de la libertad sabemos gracias al hecho de (...) la consciencia moral o de una ley que vincula al sujeto incondicionadamente. Se intentará mostrar, a partir de una consideración de los textos de Kant, las obras de algunos intérpretes, así como en una reflexión sistemática, que la libertad, y el hecho de la consciencia moral, requieren de un acceso a la espontaneidad práctica por parte del sujeto, asunto que Kant deja sugerido en algunos pasajes. (shrink)

The ever‐increasing demand for organs led Spain, France, and other European countries to promote uncontrolled donation after circulatory determination of death (uDCDD). For the same reason, New York City has recently developed its own uDCDD protocol, which differs from European programs in some key ways. The New York protocol incorporates a series of technical and management improvements that address some practical problems identified in response to European uDCDD protocols. However, the more fundamental issue of whether uDCDD donors are dead when (...) organs are procured remains problematic for the New York City protocol and, indeed, for all uDCDD protocols. In the United States, two amendments to the legal criteria of death have been suggested to avoid a formal violation of the dead donor rule in DCDD protocols: first, replacing the requirement “irreversible” with the weaker term “permanent,” and second, using the term “circulatory” instead of “cardiac” to identify the key function that must be lost to declare death. While intended to facilitate controlled DCDD, these modifications create a problem for uDCDD protocols: if extracorporeal membrane oxygenation is introduced to preserve the organs, then circulation is restored after death is declared. In this issue of the Hastings Center Report, Kevin Munjal and colleagues call for a new ethical construct and policy so that uncontrolled and controlled DCDD can coexist. (shrink)

En la literatura sobre las emociones una de las teorías con mayor fuerza es la llamada “teoría James-Lange”. En esta obra se intenta hacer una crítica a dicha teoría a partir de algunas observaciones de Wittgenstein sobre el uso de conceptos psicológicos, sacando a la luz dos confusiones gramaticales que surgen en ella. Para ello, se construye primero la categoría de “programa de naturalización de las emociones” que recoge las teorías del Descartes, James y Prinz, siguiendo la metodología de Lakatos. (...) Luego, se identifica como problema central el de la naturalización de la intencionalidad. Para luego exponer algunas herramientas de Wittgenstein para estudiar la gramática de la pregunta por el objeto y la intencionalidad las emociones, mostrando que las respuestas del programa de naturalización no son satisfactorias y no respetan las reglas de ciertos usos del lenguaje. (shrink)

Since the 1960s, organ procurement policies have relied on the boundary of death—advertised as though it were a factual, value‐free, and unobjectionable event—to foster organ donation while minimizing controversy. Death determination, however, involves both discoveries of facts and events and decisions about their meaning (whether the facts and events are relevant to establish a vital status), the latter being subjected to legitimate disagreements requiring deliberation. By revisiting the historical origin of the dead donor rule, including some events that took place (...) in France prior to the report by the Ad Hoc Committee of the Harvard Medical School to Examine the Definition of Brain Death, I want to recall that those who first promoted the DDR did not take into account any scientific rationale to support the new proposed criteria to determine death. Rather, through a process of factual re‐semantization, they authorized themselves to decide about the meaning of death in order to implicitly prioritize the interests of organ recipients over those of dying people. (shrink)

In this issue of the Report, James L. Bernat proposes an innovative and sophisticated distinction to justify the introduction of permanent cessation as a valid substitute standard for irreversible cessation in death determination. He differentiates two approaches to conceptualizing and determining death: the biological concept and the prevailing medical practice standard. While irreversibility is required by the biological concept, the weaker criterion of permanence, he claims, has always sufficed in the accepted standard medical practice to declare death. Bernat argues that (...) the medical practice standard may be acceptable on the ground that proving circulatory or brain permanence is sufficient to assure complete accuracy for death diagnosis. -/- The topic requires public deliberation: processes to survey people's opinions and mechanisms to channel their opinions into policy-making. What is at stake is the nature of our society. Do we want an expertocracy, in which an enlightened few design policies for the greater good of the majority and exploit the lack of public knowledge to achieve compliance? (shrink)

Feminist reflections on the sexual division of labour have given rise to a body of knowledge on the ethics of care from different disciplines, including philosophy, in which outstanding contributions to the topic have been formulated. This approach is applicable to the analysis of any phenomenon and particularly that of disasters. As various investigations have highlighted, the consequences on the population throughout all of a disaster’s phases (prevention, emergency, and reconstruction) require an analysis of differentiated vulnerabilities based on gender and (...) other identity categories, such as social class, ethnicity, age, disability, sexual identity, etc. The interrelation between all these variables gives rise to differentiated impacts that cannot be ignored in catastrophic contexts, where survival and sustaining life are at stake, so care becomes a central issue. Research on the topic has also identified that, along with the analysis of social vulnerability, we must consider the capacity for agency, both individual and collective, where care is once again of vital importance. Considering the gender approach and its multiple intersections is thus a fundamental theoretical-practical proposal for the study of disasters from philosophy, as it implies an unavoidable epistemic, ontological, and ethical reflection in the face of risk reduction. (shrink)

RESUMENLa segunda etapa del pensamiento filosófico de Ayer es conocida como «fenomenalismo analítico» y se caracteriza por su afirmación: lo que conoce el sujeto no son más datos sensoriales. Esto conlleva la necesidad de de crear lo que se conoce como el lenguaje de «los datos sensoriales», que debería ser previo al lenguaje ordinario y al que podría traducirse el primero mediante la provisión de una serie de reglas con este objeto. Los problemas y las críticas, conectados con la caracterización (...) de que sea un «dato sensorial» surgieron muy pronto y tales problemas provocaron que el propio Ayer fuese obligado a redefinir su posición filosófica.PALABRAS CLAVE:DATO SENSORIAL, FENOMENALISMO ANALÍTICO, ENTIDAD CUASIFÍSICA, ENTIDAD LINGÜÍSTICAABSTRACTThe second phase of Ayer’s philosophical thought is known as «analytical phenomenalism» and is characterized by his assertion: what the subject knows is not but sense data. This involved the need of creating what is known as the language of «sense data», which should be prior to the ordinary language, and into which the last one could be translated, by means of providing a series of rules on this purpose. Problems and criticism, linked to the characterization of what a «sense datum» could be, arose very soon, and such problems and criticism forced Ayer to redefine his philosophical position.KEY WORDS.SENSE DATUM, ANALYTICAL PHENOMENALISM, QUASI-PHYSICAL ENTITY, LINGUISTIC ENTITY. (shrink)

Por paradójico que resulte, la crítica de Schopenhauer a la filosofía de Hegel es tan famosa como desconocida, lo que con seguridad se debe principalmente al harto caótico modo en el que Schopenhauer optó por presentarla al público. Frente a lo que opinan ciertos intérpretes, el presente artículo no sólo muestra la existencia de una crítica propiamente dicha, la cual a veces se ha negado, sino que establece y determina como núcleo de dicha crítica las objeciones de Schopenhauer a la (...) «Lógica» de Hegel; ante todo, las relativas a la Ontología hegeliana y, en segundo plano, las tocantes a la metodología dialéctica, sistematizando los argumentos que Schopenhauer presentó en multitud de pequeños pasajes dispersos. Aunque su crítica es original y heterodoxa en ciertos aspectos, se muestra como mínimo a la altura de la discusión sobre el hegelianismo de mediados del siglo XIX. (shrink)

Bioethicists involved in end‐of‐life debates routinely distinguish between ‘killing’ and ‘letting die’. Meanwhile, previous work in cognitive science has revealed that when people characterize behaviour as either actively ‘doing’ or passively ‘allowing’, they do so not purely on descriptive grounds, but also as a function of the behaviour’s perceived morality. In the present report, we extend this line of research by examining how medical students and professionals (N = 184) and laypeople (N = 122) describe physicians’ behaviour in end‐of‐life scenarios. (...) We show that the distinction between ‘ending’ a patient’s life and ‘allowing’ it to end arises from morally motivated causal selection. That is, when a patient wishes to die, her illness is treated as the cause of death and the doctor is seen as merely allowing her life to end. In contrast, when a patient does not wish to die, the doctor’s behaviour is treated as the cause of death and, consequently, the doctor is described as ending the patient’s life. This effect emerged regardless of whether the doctor’s behaviour was omissive (as in withholding treatment) or commissive (as in applying a lethal injection). In other words, patient consent shapes causal selection in end‐of‐life situations, and in turn determines whether physicians are seen as ‘killing’ patients, or merely as ‘enabling’ their death. (shrink)

1. Two Approaches to the EarthIn several postwar texts, the earth increasingly receives attention from Carl Schmitt.1 In The Nomos of the Earth, the most important of these texts, he refers to Friedrich Hölderlin, a much earlier, very different author, who also considers the subject of the earth. Even though the positions of both are, ultimately, quite similar, they maintain significant terminological differences. Schmitt and Hölderlin both employ the word “nomos,” but in very different ways. Hölderlin regards “nomos” as “law” (...) in the sense of “positive” norm or “Gesez.”2 This use of “nomos” as “Gesez” differs from a second notion of law as the meaning operating at the basis of what Hölderlin calls the “sphere.” The sphere is a meaningful whole in which man originally exists. Law is here the very relations of the sphere as a meaningful whole. Hölderlin calls it the law in a “negative” sense.3 This second notion of law by Hölderlin (negative law or law as the meaning at the basis of the sphere) coincides precisely with the Schmittian idea of “nomos” as an “order of meaning [Sinnreich],”4 what he also calls the law in an “ontonomous and existential” sense.5 The first use of law as “nomos” or “Gesez” by Hölderlin coincides with Schmitt’s use of “Gesetz”: of law as “positive” law. (shrink)

Emotional stimuli (e.g. words, images) are often remembered better than neutral stimuli. However, little is known about how memory is affected by an environmentally induced emotional state (without any overtly emotional occurrences) – the focus of this study. Participants were randomly assigned to discovery (n = 305) and replication (n = 306) subsamples and viewed a desktop virtual environment before rating their emotions and completing objective (i.e. item, temporal-order, duration) and subjective (e.g. vividness, sensory detail, coherence) memory measures. In both (...) samples, a Partial Least Squares Correlation analysis showed that an emotional state characterised by high negative emotion (i.e. threat, fear, anxiety) and arousal was reliably associated with better memory in both objective (i.e. item) and subjective (i.e. vividness and sensory detail) domains. No reliable associations were observed for any temporal memory measures (objective or subjective). Thus, an environmentally induced state of negative emotion corresponds with enhanced memory for indices of episodic memory pertaining to “what” happened, but not necessarily “when” it happened. (shrink)

Este ensayo presenta una panorámica general y un análisis de la visión que sustenta el empleo de los métodos cualitativos, incluyéndose su aplicación a la investigación en Administración. Bajo los planteamientos de un monismo metodológico, la aportación de conclusiones no generalizables y de subjetividad inherente de tales métodos se considera limitada; mientras que para los adherentes al constructivismo y al pluralismo, es de gran valía en la exploración de la profundidad de los fenómenos de estas disciplinas. En sí, prevalece en (...) el medio una falta de consensos incluso con respecto a qué son los métodos cualitativos y qué son las técnicas cualitativas de investigación, derivada del uso indistinto que dan algunos autores a esos términos; lo que aunado a la cantidad y diversidad de métodos cualitativos crea dificultades para comprender qué es en realidad la investigación cualitativa.This essay presents a general outlook and an analysis of the rationale behind the use of qualitative methods, including their being applied in research in Management. According to the views of methodological monism, the contribution of the conclusions which these methods yield, which are essentially subjective and not susceptible of being generalized, is considered too limited; while for advocates of constructivism and pluralism they are valuable in probing the depth of the phenomena of these disciplines. In fact, a lack of consensus prevails in these areas even in connection with what are qualitative methods and what are qualitative research techniques, associated to an indistinct use of these terms by some authors; which together with the number and diversity of qualitative methods makes it difficult to understand what actually is qualitative research. (shrink)

Nuestro frenesí de comunicación e información hace que las cosas des- aparezcan y devengan en no-cosas, también llamadas informaciones (Han, 2021: 10). El marco ontológico presente es resultado de un desplazamiento que va del ocaso de las cosas al consumo rápido y frenético de no-cosas. En este entorno intangible el ser humano ya no maneja ninguna cosa. Las no cosas son aquellas cosas puramente intangibles, que no pueden aprehenderse con las manos. Lo único que le queda de las manos al (...) ser humano que habita este entorno son las yemas de los dedos con las que presiona las teclas para jugar con símbolos (Flusser, 2002: 107). ¿Qué efectos contrae este nuevo paradigma vital en el campo de la educación? ¿Qué significa educar en y trabajar con no-cosas? (shrink)

The American Journal of Bioethics, Volume 11, Issue 8, Page W4-W6, August 2011.

La sociedad del siglo XXI ha sufrido una mutación histórica en lo que respecta a los métodos de producción y los impactos derivados de la generación de información. Este período se caracteriza por su inmersión en el entorno digital, donde los individuos, como ciudadanos, se encuentran bajo la manipulación, por un lado, de sus datos mediante técnicas de vigilancia y, por otros, expuestos a cámaras de resonancia mediática. Este panorama plantea desafíos significativos en cuanto a la manera en que interactúan (...) con la información y cómo esta afecta sus vidas. La relación entre los medios de comunicación y los acontecimientos, además, se encuentra atravesada por el concepto de interpretación, donde la capacidad de comprender y la habilidad para reconstruir narrativas son elementos que determinan la comprensión y el sentido de lo que ocurre en nuestro mundo. (shrink)

“Hay momentos en la vida en los que la cuestión de saber si se puede pensar distinto de como se piensa o percibir distinto de como se ve es indispensable para seguir contemplando o reflexionando” (Foucault, 2003, p. 8). Esta declaración foucaultiana es la que impulsa la voluntad genealógica que presenta este ensayo, así como su pretensión proyectiva para pensar hoy la educación. El momento filosófico crítico consiste en volver sobre las prácticas que día a día llevamos a cabo y (...) configuran nuestras vidas y nuestras instituciones. Este es necesario para realimentar y reorientar la savia de las instituciones, y especialmente la savia de nuestras instituciones académicas, suelo en el cual se teje la sustancia ética que posteriormente dará lugar a la articulación social. Si se aplica el elemento crítico que la actividad filosófica supone a la experiencia de la educación, entendiendo por ella la correlación dentro de una cultura entre campos de saber, tipos de normatividad y formas de subjetividad, podemos preguntarnos: qué es la educación y qué función desempeña hoy con respecto al ejercicio mismo del pensamiento en un contexto atravesado por las nuevas tecnologías y la IA. (shrink)

Explorar la posibilidad de una nueva micropolítica crítica del signo a partir de Foucault, inspirada en la genealogía nietzscheana, y examinar las políticas y estrategias de alfabetización mediática e informacional necesarias para desarrollar competencias digitales en la transformación del ecosistema mediático es una tarea fundamental del quehacer filosófico actual. La pregunta por la posibilidad de la verdad retorna en un contexto en el que el pluralismo semiótico y la conducción mediática son dos elementos que rigen y ordenan la sociedad actual, (...) sociedad que se caracteriza por la abundancia de información y la omnipresencia de los medios de comunicación como tecnologías de poder. Desgranar su significado y vínculo nos conduce directamente al estudio del poder y el signo en relación con los efectos de la verdad de la posverdad. En este marco conceptual, la obra de Foucault proporciona herramientas teóricas valiosas para afrontar esta problemática. (shrink)

Quien enseña sin emancipar no solo embrutece, predicaba Joseph Jacotot, sino que también adoctrina. Pasado un siglo y medio desde entonces, el filósofo y esteta francés emérito de la Universidad de París VIII y European Graduate School Jacques Rancière, en un ejercicio característico de la filosofía de la educación, publica en 1987 El maestro ignorante a partir de la experiencia de Jacotot. A lo largo de su vida y producción literaria, Rancière reflexiona concienzudamente sobre la naturaleza del proceso de enseñanza (...) y aprendizaje humano y se pregunta: ¿es posible enseñar? ¿qué decide el alumnado en su proceso de aprendizaje? ¿Cuáles son los límites de la palabra transmitida en el aprendizaje? ¿Es la determinación del saber un ejercicio del poder? ¿Son todos los seres humanos capaces de comprender lo que otros hacen y saben? ¿Qué relación hay entre el poder del maestro y el poder de la palabra? (shrink)

Este artículo se propone analizar la reinterpretación del concepto kantiano de crítica como una actitud ética en la obra de Foucault, destacando su relevancia para la hermenéutica crítica contemporánea. Por un lado, se explora cómo la práctica del cuidado de sí se convierte en un medio para “controlar” y “limitar” el poder, permitiendo así el ejercicio constante de la libertad. Esta concepción ética implica una nueva comprensión de la libertad, no como contrapuesta al poder, sino como su antecedente. La reflexión (...) crítica sobre la libertad, la ética y la verdad ofrece la posibilidad de transformarse continuamente a través del trabajo incesante en la construcción y el cultivo de uno mismo. Por otro lado, se presenta un método filosófico crítico basado en la autorreflexión, una ética hermenéutica del cuidado de sí, que abre nuevos horizontes interpretativos para dar forma al yo. (shrink)

Background Consent policies for post-mortem organ procurement (OP) vary throughout Europe, and yet no studies have empirically evaluated the ethical implications of contrasting consent models. To fill this gap, we introduce a novel indicator of governance quality based on the ideal of informed support, and examine national differences on this measure through a quantitative survey of OP policy informedness and preferences in seven European countries. -/- Methods Between 2017–2019, we conducted a convenience sample survey of students (n = 2006) in (...) Austria (AT), Belgium (BE), Denmark (DK), Germany (DE), Greece (GR), Slovenia (SI) and Spain (ES), asking participants about their donation preferences, as well as their beliefs and views about the policy in place. From these measures, we computed indices of informedness, policy support, and fulfilment of unexpressed preferences, which we compared across countries and consent systems. -/- Results Our study introduces a tool for analyzing policy governance in the context of OP. Wide variation in policy awareness was observed: Most respondents in DK, DE, AT and BE correctly identified the policy in place, while those in SI, GR and ES did not. Respondents in opt-out countries (AT, BE, ES and GR) tended to support the policy in place (with one exception, i.e., SI), whereas those in opt-in countries (DE and DK) overwhelmingly opposed it. These results reveal stark differences in governance quality across countries and consent policies: We found a preponderance of informed opposition in opt-in countries and a general tendency towards support–either informed or uninformed–in opt-out countries. We also found informed divergence in opt-in countries and a tendency for convergence–either informed or uninformed–among opt-out countries. -/- Conclusion Our study offers a novel tool for analyzing governance quality and illustrates, in the context of OP, how the strengths and weaknesses of different policy implementations can be estimated and compared using quantitative survey data. (shrink)

This work presents a novel approach to forecast streaming big time series based on nearest similar patterns. This approach combines a clustering algorithm with a classifier and the nearest neighbours algorithm. It presents two separate stages: offline and online. The offline phase is for training and finding the best models for clustering, classification and the nearest neighbours algorithm. The online phase is to predict big time series in real time. In the offline phase, data are divided into clusters and a (...) forecasting model based on the nearest neighbours is trained for each cluster. In addition, a classifier is trained using the cluster assignments previously generated by the clustering algorithm. In the online phase, the classifier predicts the cluster label of an instance, and the proper nearest neighbours model according to the predicted cluster label is applied to obtain the final prediction using the similar patterns. The algorithm is able to be updated incrementally for online learning from data streams. Results are reported using electricity consumption with a granularity of |$10$| minutes for 4-hour-ahead forecasting and compared with well-known online benchmark learners, showing a remarkable improvement in prediction accuracy. (shrink)

Despite frequent reference to the spatial turn, this is the first volume to explicitly address how theory and practice concerning space, is used in a variety of ...