Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes

This paper addresses the problem of predicting the outcome of an ongoing case of a business process based on event logs. In this setting, the outcome of a case may refer for example to the achievement of a performance objective or the fulfillment of a compliance rule upon completion of the case. Given a log consisting of traces of completed cases, given a trace of an ongoing case, and given two or more possible out- comes (e.g., a positive and a negative outcome), the paper addresses the problem of determining the most likely outcome for the case in question. Previous approaches to this problem are largely based on simple symbolic sequence classification, meaning that they extract features from traces seen as sequences of event labels, and use these features to construct a classifier for runtime prediction. In doing so, these approaches ignore the data payload associated to each event. This paper approaches the problem from a different angle by treating traces as complex symbolic sequences, that is, sequences of events each carrying a data payload. In this context, the paper outlines different feature encodings of complex symbolic sequences and compares their predictive accuracy on real-life business process event logs.

Four stories about copyright law and appropriation art

This article considers copyright law and the art of appropriation in an Australian context. It tells four stories about Australian artists - Imants Tillers, Gordon Bennett, Juan Davila and Tracey Moffatt. The stories examine the postmodern critique of copyright law, indigenous copyright and self-determination, the introduction of moral rights, and copyright, photography and film. The article concludes that the work of such contemporary artists has practical implications for the reform of copyright law.

Terra Incognita: A symbolic mythical journey

This practice-led project is implemented in the context of rites of passage based on significant events in formative transitions of Self. It employs an intuitive methodology to examine and explore the 'Child archetype', mythos, symbolic imagination and self-narrative, through the manifestation of a visual symbolic language. The contexts, methods and processes enable empowerment, heightened awareness of personal and collective relationships, meaningful discovery and development of innovative ideas and forms. The implications for this project highlight the importance of intuition in creativity and innovation. Creative practice is a vehicle for personal and collective interconnectedness. I have discovered self-empowerment, meaningful learning and innovative forms of personal and collective communication as a way of enabling transition of a significant life event.

Complex symbolic sequence clustering and multiple classifiers for predictive process monitoring

This paper addresses the following predictive business process monitoring problem: Given the execution trace of an ongoing case,and given a set of traces of historical (completed) cases, predict the most likely outcome of the ongoing case. In this context, a trace refers to a sequence of events with corresponding payloads, where a payload consists of a set of attribute-value pairs. Meanwhile, an outcome refers to a label associated to completed cases, like, for example, a label indicating that a given case completed “on time” (with respect to a given desired duration) or “late”, or a label indicating that a given case led to a customer complaint or not. The paper tackles this problem via a two-phased approach. In the first phase, prefixes of historical cases are encoded using complex symbolic sequences and clustered. In the second phase, a classifier is built for each of the clusters. To predict the outcome of an ongoing case at runtime given its (uncompleted) trace, we select the closest cluster(s) to the trace in question and apply the respective classifier(s), taking into account the Euclidean distance of the trace from the center of the clusters. We consider two families of clustering algorithms – hierarchical clustering and k-medoids – and use random forests for classification. The approach was evaluated on four real-life datasets.

Consumers and the conceptual and practical appropriation of functional foods

Taking the appropriation of objects as a theoretical starting point, this study makes a distinction between a conceptual and practical level of adopting new objects and products in everyday life. The study applies the concept of appropriation in social food research and examines consumers appropriation of functional foods, i.e., foods developed to improve health and well-being or reduce the risk of disease beyond the usual nutritional effects of foods. The study uses the concept of appropriation to understand the adoption and the process of making functional foods our own . First, the study focuses on the conceptual appropriation by analysing consumers interpretations and opinions on functional foods. Second, it analyses the use of functional foods and examines the role of sociodemographic and food- and health-related background factors in the use of functional foods. Both quantitative and qualitative data were used in the study. Altogether 1210 Finns representative of the population took part in a survey carried out in 2002 as computer-assisted telephone interviews (CATI). The survey examined the acceptability and use of functional foods in Finland. In 2004, eight focus group discussions were organised for 45 users and non-users of cholesterol-lowering spreads. The qualitative study focused on consumers interpretative perspectives on healthy eating and functional foods. The findings are reported in four original articles and a summary article. The results show that the appropriation of functional foods is a multifaceted phenomenon. The conceptual appropriation is related to consumers interpretations of functional foods in the context of healthy foods and healthy eating; their trust in the products, their manufacturers, research and control; and the relationship of functional foods and the ideal of natural foods. The analysis of the practical appropriation of four different types of foods marketed as functional showed that there are sociodemographic differences between users and non-users of the products, but more importantly, the differences are related to consumers food- and health-related views and practices. Consumers ways of appropriating functional foods in the conceptual and practical sense take shape in a complex web of ideas and everyday practices concerning food, health and eating as a whole. The results also indicate that the conceptual and practical appropriation are not necessarily uniform or coherent processes. Consumers interpret healthy eating and functional foods from a variety of perspectives and there is a multiplicity of rationales of using functional foods. Appropriation embraces many opposing dimensions simultaneously: good experiences and doubts, approval and criticism, expectations and things taken for granted.

Means are the Ends: The Command Issue

Means are the Ends: The Command Issue (2014) was an exhibition of sculptural works exhibited at LEVEL Artist-Run Initiative, Brisbane. The exhibition playfully critiqued the portrayal of women’s desire in cultural production and symbolic discourse through a focus on fetish sensibilities. Developed during a summer residency, the artworks looked to the rituals, materials and iconographies associated with certain divergent subcultures. Employing strategies of sculptural intervention and appropriation, the exhibition consisted of found objects, which had been deconstructed, altered and intervened; a dildo became a faux drawing machine, a butt-plug a makeshift horn. Reconstructing these visual codes through the formal and theoretical language of contemporary sculptural practice, Means are the Ends: The Command Issue spoke to the problematic, humorous and often paradoxical relationship between depictions of the feminine and women’s desire and agency.

Being online, living offline: The influence of social ties over the appropriation of social network sites

Research on social network sites has examined how people integrate offline and online life, but with a particular emphasis on their use by friendship groups. We extend earlier work by examining a case in which offline ties are non-existent, but online ties strong. Our case is a study of bodybuilders, who explore their passion with like-minded offline 'strangers' in tightly integrated online communities. We show that the integration of offline and online life supports passion-centric activities, such as bodybuilding.

Evil Gods and Reckless Saviours : Adaptation and Appropriation in Late Twentieth Century Jesus-Novels

Late twentieth century Jesus-novels search after a completely new picture of Jesus. Novels written for instance by Norman Mailer, José Saramago, Michèle Roberts, Marianne Fredriksson, and Ki Longfellow provide an inversive revision of the canonic Gospels. They read the New Testament in terms of the present age. In their adaptation the story turns often into a critique of the whole Christian history. The investigated contrast-novels end up with an appropriation that is based on prototypical rewriting. They aim at the rehabilitation of Judas, and some of them make Mary Magdalane the key figure of Christianity. Saramago describes God as a blood thirsty tyrant, and Mailer makes God combat with the Devil in a manichean sense as with an equal. Such ideas are familiar both from poststructuralist philosophy and post-metaphysical death-of-God theology. The main result of the intertextual analysis is that these scholars have adopted Nietzschean ideas in their writing. Quite unlike earlier Jesus-novels, these more recent novels present a revision that produces discontinuity with the original source text, the New Testament. The intertextual strategy is based on contradiction. The reader wittnesses contesting and challenging, the authors attack Biblical beliefs and attempt to dissolve Christian doctrines. An attack on Biblical slave morality and violent concept of God deprives Jesus of his Jewish Messianic identity, makes Old Testament law a contradiction of life, calls sacrificial soteriology a violent pattern supporting oppression, and presents God as a cruel monster who enslaves people under his commandments and wishes their death. The new Jesus-figure contests Mosaic Law, despises orthodox Judaism, abandons Jewish customs and even questions Old Testament monotheism. In result, the novels intentionally transfer Jesus out of Judaism. Furthermore, Jewish faith appears in a negative light. Such an intertextual move is not open anti-Semitism but it cannot avoid attacking Jewish worship. Why? One reason that explains these attitudes is that Western culture still carries anti-Judaic attitudes beneath the surface covered with sentiments of equality and tolerance. Despite the evident post-holocaust consciousness present in the novels, they actually adopt an arrogant and ironical refutation of Jewish beliefs and Old Testament faith. In these novels, Jesus is made a complete opposite and antithesis to Judaism. Key words: Jesus-novel, intertextuality, adaptation, slave morality, Nietzsche, theodicy, patriarchy.

A study of symbolic processing and computational aspects in helicopter dynamics

Even research models of helicopter dynamics often lead to a large number of equations of motion with periodic coefficients; and Floquet theory is a widely used mathematical tool for dynamic analysis. Presently, three approaches are used in generating the equations of motion. These are (1) general-purpose symbolic processors such as REDUCE and MACSYMA, (2) a special-purpose symbolic processor, DEHIM (Dynamic Equations for Helicopter Interpretive Models), and (3) completely numerical approaches. In this paper, comparative aspects of the first two purely algebraic approaches are studied by applying REDUCE and DEHIM to the same set of problems. These problems range from a linear model with one degree of freedom to a mildly non-linear multi-bladed rotor model with several degrees of freedom. Further, computational issues in applying Floquet theory are also studied, which refer to (1) the equilibrium solution for periodic forced response together with the transition matrix for perturbations about that response and (2) a small number of eigenvalues and eigenvectors of the unsymmetric transition matrix. The study showed the following: (1) compared to REDUCE, DEHIM is far more portable and economical, but it is also less user-friendly, particularly during learning phases; (2) the problems of finding the periodic response and eigenvalues are well conditioned.

Music and symbolic dynamics: the science behind an art

Music signals comprise of atomic notes drawn from a musical scale. The creation of musical sequences often involves splicing the notes in a constrained way resulting in aesthetically appealing patterns. We develop an approach for music signal representation based on symbolic dynamics by translating the lexicographic rules over a musical scale to constraints on a Markov chain. This source representation is useful for machine based music synthesis, in a way, similar to a musician producing original music. In order to mathematically quantify user listening experience, we study the correlation between the max-entropic rate of a musical scale and the subjective aesthetic component. We present our analysis with examples from the south Indian classical music system.

用Symbolic Computation计算毛细重力波六阶解

本文首先运用Symbolic Computation在半物理平面(x,)上计算了毛细重力波的六阶解,得到了波形与色散关系,低阶解与 Hogan 结果一致。

Translation, literature and nation: the Xeneración Nós and the appropriation of Joyce's texts

Santamaría, José Miguel; Pajares, Eterio; Olsen, Vickie; Merino, Raquel; Eguíluz, Federico (eds.)

Can the dead speak? appropriation and rewriting of the canon in Angela Carters Nights at the circus and in Margaret Atwoods The Penelopiad

Esta dissertação visa estudar como autoras pós-modernas se apropriam e reescrevem textos canônicos em uma tentativa de trazer à tona e desconstruir as metanarrativas patriarcais, que informam tais textos. Tal objetivo pretende ser alcançado através de um estudo sobre a formação do cânone literário, dos conceitos de mito e principalmente das estratégias narrativas utilizadas por essas autoras em seu processo criativo. Para tal, um estudo sobre intertextualidade, a paródia e a intertextualidade paródica é levado a cabo nesta dissertação. Dois romances figuram como objeto de investigação neste trabalho. O romance Nights at the Circus, da escritora inglesa Angela Carter, é o primeiro a ser analisado. Nesse romance, as estratégias de apagamento das fronteiras entre os gêneros e a intertextualidade paródica entre textos e mitos clássicos como formas de apropriação e subversão do cânone, são privilegiadas. O outro romance que se faz presente nesta dissertação é a obra da autora canadense Margaret Atwood intitulada The Penelopiad. Nesse romance, personagens que antes eram marginalizados ou não tinham voz figuram como personagens principais, como é o caso de Penélope e de suas doze criadas. Esta dissertação visa, assim, mostrar como essas apropriações de textos canônicos exercem um papel fundamental no questionamento da artificialidade de discursos que são naturalizados e dos valores propagados pelos mesmos

Vertigens de uma psicanálise a céu aberto: a cidade contribuições do acompanhamento terapêutico à clínica na reforma psiquiátrica

A pesquisa, interessada em precisar as ferramentas conceituais que possibilitam operar a clínica no campo da reforma psiquiátrica quando a cidade invade o setting do tratamento e vem colocar a clínica em questão tem como ponto de partida o percurso de uma experiência desenvolvida nos últimos dez anos junto à Universidade Federal do Rio Grande do Sul, em parceria com serviços de saúde mental da rede pública, tendo a atividade do acompanhamento terapêutico como vetor. Clínica e cidade foram os fios condutores desta investigação, que recorre inicialmente a leituras diversas, da história, geografia, ciências sociais, literatura, filosofia, para acompanhar desde a formação das cidades medievais até o advento das metrópoles contemporâneas. O nascimento do alienismo é inscrito nesse contexto, no momento de instauração das sociedades democráticas modernas, cuja ambição pelo governo das lamas engendra o ideal isolacionista que o asilo psiquiátrico veio presentificar, de forma que a psiquiatria e suas congêneres, nascidas na cidade, dela vêm se apartar, o que se coloca como paradoxo presente nos processos de reforma psiquiátrica contemporâneos que propugnam o retorno da loucura ao convívio nas cidades. Considerando que é esses paradoxo que o acompanhamento terapêutico, ao abrir-se à cidade, vem habita, a pesquisa busca identificar as ferramentas conceituais de que se serve o acompanhamento terapêutico em cada uma de suas vertentes em cada uma de suas vertentes teóricas referendadas seja em Lacan, em, Winnicott ou Deleuze e Guattari e o modo como essas ferramentas possibilitam à clínica a incorporação do espaço pública, através de objetos e relações, tanto simbólicos como materiais, sem fazer uso de uma relação de domínio à parte que implique em segregação com respeito à sociedade comum. Conclui-se, daí, que, se a incidência da cidade na prática do acompanhamento terapêutico configura o traço que singulariza essa prática como um dos modos de fazer clínica, ela é, ao mesmo tempo, o que leva ao seu limite paradoxal o modo como a clínica se faz, cabendo disso extrais as consequências que interessam a uma clínica conforme a radicalidade do que propõe a reforma psiquiátrica.