847 resultados para computational creativity
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The investigation which employed the action research method (qualitative analysis)was divided into four fases. In phases 1-3 the participants were six double bass students at Nossa Senhora do Cabo Music School. Pilot exercises in creativity were followed by broader and more ambitious projects. In phase 4 the techniques were tested and amplified during a summer course for twelve double bass students at Santa Cecilia College.
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Computational Intelligence (CI) includes four main areas: Evolutionary Computation (genetic algorithms and genetic programming), Swarm Intelligence, Fuzzy Systems and Neural Networks. This article shows how CI techniques overpass the strict limits of Artificial Intelligence field and can help solving real problems from distinct engineering areas: Mechanical, Computer Science and Electrical Engineering.
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Dissertation presented to obtain the Doutoramento (Ph.D.) degree in Biochemistry at the Instituto de Tecnologia Qu mica e Biol ogica da Universidade Nova de Lisboa
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The Smart canula concept allows for collapsed cannula insertion, and self-expansion within a vein of the body. (A) Computational fluid dynamics, and (B) bovine experiments (76+/-3.8 kg) were performed for comparative analyses, prior to (C) the first clinical application. For an 18F access, a given flow of 4 l/min (A) resulted in a pressure drop of 49 mmHg for smart cannula versus 140 mmHg for control. The corresponding Reynolds numbers are 680 versus 1170, respectively. (B) For an access of 28F, the maximal flow for smart cannula was 5.8+/-0.5 l/min versus 4.0+/-0.1 l/min for standard (P<0.0001), for 24F 5.5+/-0.6 l/min versus 3.2+/-0.4 l/min (P<0.0001), and for 20F 4.1+/-0.3 l/min versus 1.6+/-0.3 l/min (P<0.0001). The flow obtained with the smart cannula was 270+/-45% (20F), 172+/-26% (24F), and 134+/-13% (28F) of standard (one-way ANOVA, P=0.014). (C) First clinical application (1.42 m2) with a smart cannula showed 3.55 l/min (100% predicted) without additional fluids. All three assessment steps confirm the superior performance of the smart cannula design.
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Creativity is important to the growth and development of society, to educational institutions, and to the personal growth of individuals. Students who are aware of their creativity are assumed to have innovative ideas and fresh insights. Limited research has been conducted to see if students can identify their own creative abilities. In this study, I explored the students' perceptions and experiences in a fashion design course. This study documented the creative journey from the concept stage of an apparel collection to the final product. Participants were asked to reflect and document their creative moments, describe a creative process, and identify a creative environment. The participants were students who were enrolled in a fashion design course and were asked to participate in this study because they experienced all stages of the design process. Data were collected through personal reflection surveys, focus groups, and personal interviews. Themes of creative moments that emerged from this study were experiences that the participants had as they proceeded through the stages of the fashion design process. All of the participants identified a creative process, but the stages varied for each participant The participants identified themes related to promoting creativity in an environment, including the atmosphere, creative people, teachers, reflection, student needs, and assignments. The participants identified potential barriers in an environment, including rules and guidelines, teachers, the classroom, deadlines and time, feedback, and other important issues. The results ofthis study suggest that there needs to be a better understanding of creativity and greater support and encouragement for creativity in the classroom. Instructors need to support environments that are conducive to creative development and lead to effective learning for students. Students need to learn how to enhance their creativity as well as understand the barriers that block their creative development.
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The purpose of this qualitative study was to understand the relationships between creativity and the working artist/teacher employed by an art college. The topic emerged from my job as an instructor at The Ontario College of Art which was used as the primary data resource and provided the highest caliber of professionals to chose from. Existent data were used to facilitate the study generated by the research of Cawelti, Rappaport, and Wood (1992). The data were generated by a group of 5 faculty members from The University of Northern Iowa, recognized for their expertise in the arts (a painter, a poet, a sculptor, a novelist, and a photographer). They were asked to respond to the following statement: "In as much detail as you like, list the things that you did, thought, or felt the last time you created an artistic product. II Cawelti, Rappaport, and Wood (1992) produced three models of the creative process, each building on the previous, with the resultant third,being in my opinion, an excellent illustration (text/visual) of the creative process. Model three (Appendix D) presented a "multi-dimensional view of the creative process: time, space, observatility, and consciousnessll (p. 90). Model three utilized a visual mapping device along the bottom of the page linked to text segments above. Both the visual and the text were interrelated so that they harmonized into a comprehensive "picture." The parti'cipants of this qualitative study were asked to consider model three from their professional perspective as artist/teachers. The interpretive sciences directed the methodology. The hermeneutic circle of continuous reflection from the whole to the part and back to the whole was an important aspect of the data analyses. Four members of the Foundation Department at The Ontario College of Art were the key participants. A series of conversational interviews was the primary source of data collection, this was augmented by observation, fie,ldnotes, and follow up telephone interviews. Transcripts of interviews were returned to participants for reflection and the telephone was used to discuss any additional -points raised. Analysis consisted of coding and organizing data according to emerging themes. These themes formed the basis for the narrative stories. The text of the narrative stories were given back to each participant for further comment. Revisions were made until both the researcher and the participants felt that the stories reflected reality. The resultant whole was critiqued from the researcher's perspective. The significance of this study was discussed as it pertains to the working artist/teacher and areas in need of further study are pointed out.
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Six lefthanded artist-educators were interviewed to attempt to discover any patterns t6 their perceptions and experiences. Artists have their own culture and priorities. According to the literature, lefthanded people appear more likely to suffer from dyslexia, allergies, asthma and other auto-immune diseases as well as machinery and equipment injuries. Patterns emerging suggested that lefthanded people indeed suffer more from dyslexia. More startling was the distinct possibility that many artists have traumatic childhood histories. This would commonly include negative school experiences, and for a significant number sexual assault, perceived or actual abandonment by parents, and/or consistently low selfesteem. The researcher discovered possible reasons why creative people frequently have problems at school, why they tend to be rebellious and anti-establishment oriented, how many of them perceive societal rules, and why they are more likely to be lefthanded. These characteristics all have significant implications for art school administrators.
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A sample of 50 male and female subjects ranging in age from 12 to 73 were divided into three groups according to the scale of maturity of moral judgment developed by Lawrence Kohlberg. Subjects were also tested on a measure of creativity developed by Torrance after the formulations of Guilford in order to test the hypothesis that the re^- lationship between creativity and maturity of moral judgment is curvilinear. Researchers have failed to develop any working hypothesis concerning the relationship between creativity and moral judgment or postulate any consistent theoretical framework concerning the possible relationship between these two constructs. The empirical investigation involved a scientific testing of a random selection of elementary subjects9 high school adolescents, and creative adults. Tests included Kohlberg8s Moral dilemmas and Guilford's Product Improvement Task. A trend analysis was conducted to reveal whether or not a curvilinear relationship existed between the independent variable (Moral Maturity Stages) and the de~ pe dent variable (creativity performance under each level). Curvilinear trends were observed in two out of four creativity subscales but were not statistically significant. It was concluded that these contradictory findings were due to the relatively small number of subjects tested, the narrow range or moral judgment scores, and the limited conception of creativity defined by the creativity measure used (The Product Improvement Task). It was suggested that an instrument assessing an identity status would be most useful as well as a creativity measure better suited for a theory of creativity essentially developmental in perspective.
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This study examined the commonalities and the differences between creativity and the schizophrenia spectrum. The variables measured as potential commonalities and differences were creativity, schizotypy, cognitive inhibition, spatial ability, balancing skills, positive and negative presence, absorption, mystical experiences, childhood abuse, and neuroticism. Three community groups were recruited, consisting of 31 artists, 10 people with schizophrenia, and 31 comparisons matched for gender and age with the artists. A larger student group consisting of 102 students was also recruited in order to examine the correlations among the same variables within a larger, more normative, group. The largest commonality between the artist and the schizophrenic groups, who represented the extreme end of the schizophrenia spectrum, was the propensity to mystical experiences. The greatest differences between the artist and the schizophrenic groups were that the artists were higher in creativity, performed better on spatial abilities, had better balance, had more positive states of presence, and were lower in neuroticism than the schizophrenic group. In the student group, creativity was correlated with spatial ability, positive presence, absorption, and mystical experiences. In addition, creativity was significantly related to two facets of schizotypy, unusual experiences and impulsive nonconformity. In other words, students high in certain facets of schizotypy, who may share certain characteristics with those who have schizophrenia, are higher in creativity, but people who are on the extreme end of the schizophrenia spectrum, who have been diagnosed with schizophrenia, are not. The differences between the artist and schizophrenic groups on spatial ability, balance, sense of presence, and neuroticism may help to determine whether mystical experiences help to integrate creative work or destabilize and disorganize the sense of self. It may be that mystical experiences can be used more positively by the creative individuals than people with schizophrenia, in that artists and people high in creativity were higher in positive traits such as positive presence and lower on negative variables such as neuroticism, and introvertive anhedonia.
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The use of theory to understand and facilitate catalytic enantioselective organic transformations involving copper and hydrobenzoin derivatives is reported. Section A details the use of theory to predict, facilitate, and understand a copper promoted amino oxygenation reaction reported by Chemler et al. Using Density Functional Theory (DFT), employing the hybrid B3LYP functional and a LanL2DZ/6-31G(d) basis set, the mechanistic details were studied on a N-tosyl-o-allylaniline and a [alpha]-methyl-[gamma]-alkenyl sulfonamide substrate. The results suggest the N-C bond formation proceeds via a cisaminocupration, and not through a radical-type mechanism. Additionally, the origin of diastereoselection observed with [alpha]-methyl-[gamma]-alkenyl sulfonamide arises from avoidance of unfavourable steric interactions between the methyl substituent and the N -protecting group. Section B details the computationally guided, experimental investigation of two hydrobenzoin derivatives as ligands/ catalysts, as well as the attempted synthesis of a third hydrobenzoin derivative. The bis-boronic acid derived from hydrobenzoin was successful as a Lewis acid catalyst in the Bignielli reaction and the Conia ene reaction, but provided only racemic products. The chiral diol derived from hydrobenzoin successfully increased the rate of the addition of diethyl zinc to benzaldehyde in the presence of titanium tetraisopropoxide, however poor enantioinduction was obseverved. Notably, the observed reactivity was successfully predicted by theoretical calculations.
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The question of how we can encourage creative capacities in young people has never been more relevant than it is today (Pink, 2006; Robinson as cited in TEDtalksDirector, 2007; Eisner as cited in VanderbiltUniversity, 2009). While the world is rapidly evolving, education has the great challenge of adapting to keep up. Scholars say that to meet the needs of 21st century learners, pedagogy must focus on fostering creative skills to enable students to manage in a future we cannot yet envision (Robinson as cited in TEDtalksDirector, 2007). Further, research demonstrates that creativity thrives with autonomy, support, and without judgment (Amabile, 1996; Codack [Zak], 2010; Harrington, Block, & Block, 1987; Holt, 1989; Kohn, 1993). So how well are schools doing in this regard? How do alternative models of education nurture or neglect creativity, and how can this inform teaching practice all around? In other words, ultimately, how can we nurture creativity in education? This documentary explores these questions from a scholarly art-based perspective. Artist/researcher/teacher Rebecca Zak builds on her experience in the art studio, academia, and the art classroom to investigate the various philosophies and strategies that diverse educational models implement to illuminate the possibilities for educational and paradigmatic transformation. The Raising Creativity documentary project consists of multiple parts across multiple platforms. There are five videos in the series that answer the why, who, how, what, and now what about creativity in education respectively (i.e., why is this topic important, who has spoken/written on this topic already, how will this issue be investigated this time, what was observed during the inquiry, and now what will this mean going forward?). There is also a self-reflexive blog that addresses certain aspects of the topic in greater depth (located here, on this website) and in the context of Rebecca's lived experience to complement the video format. Together, all video and blog artifacts housed on this website function as a polyptych, wherein the pieces can stand alone individually yet are intended to work together and fulfill the dissertation requirements for Rebecca's doctorate degree in education in reimagined ways.
Towards reverse engineering of Photosystem II: Synergistic Computational and Experimental Approaches
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ABSTRACT Photosystem II (PSII) of oxygenic photosynthesis has the unique ability to photochemically oxidize water, extracting electrons from water to result in the evolution of oxygen gas while depositing these electrons to the rest of the photosynthetic machinery which in turn reduces CO2 to carbohydrate molecules acting as fuel for the cell. Unfortunately, native PSII is unstable and not suitable to be used in industrial applications. Consequently, there is a need to reverse-engineer the water oxidation photochemical reactions of PSII using solution-stable proteins. But what does it take to reverse-engineer PSII’s reactions? PSII has the pigment with the highest oxidation potential in nature known as P680. The high oxidation of P680 is in fact the driving force for water oxidation. P680 is made up of a chlorophyll a dimer embedded inside the relatively hydrophobic transmembrane environment of PSII. In this thesis, the electrostatic factors contributing to the high oxidation potential of P680 are described. PSII oxidizes water in a specialized metal cluster known as the Oxygen Evolving Complex (OEC). The pathways that water can take to enter the relatively hydrophobic region of PSII are described as well. A previous attempt to reverse engineer PSII’s reactions using the protein scaffold of E. coli’s Bacterioferritin (BFR) existed. The oxidation potential of the pigment used for the BFR ‘reaction centre’ was measured and the protein effects calculated in a similar fashion to how P680 potentials were calculated in PSII. The BFR-RC’s pigment oxidation potential was found to be 0.57 V, too low to oxidize water or tyrosine like PSII. We suggest that the observed tyrosine oxidation in BRF-RC could be driven by the ZnCe6 di-cation. In order to increase the efficiency of iii tyrosine oxidation, and ultimately oxidize water, the first potential of ZnCe6 would have to attain a value in excess of 0.8 V. The results were used to develop a second generation of BFR-RC using a high oxidation pigment. The hypervalent phosphorous porphyrin forms a radical pair that can be observed using Transient Electron Paramagnetic Resonance (TR-EPR). Finally, the results from this thesis are discussed in light of the development of solar fuel producing systems.
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Experimental Extended X-ray Absorption Fine Structure (EXAFS) spectra carry information about the chemical structure of metal protein complexes. However, pre- dicting the structure of such complexes from EXAFS spectra is not a simple task. Currently methods such as Monte Carlo optimization or simulated annealing are used in structure refinement of EXAFS. These methods have proven somewhat successful in structure refinement but have not been successful in finding the global minima. Multiple population based algorithms, including a genetic algorithm, a restarting ge- netic algorithm, differential evolution, and particle swarm optimization, are studied for their effectiveness in structure refinement of EXAFS. The oxygen-evolving com- plex in S1 is used as a benchmark for comparing the algorithms. These algorithms were successful in finding new atomic structures that produced improved calculated EXAFS spectra over atomic structures previously found.
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Photosynthesis is a process in which electromagnetic radiation is converted into chemical energy. Photosystems capture photons with chromophores and transfer their energy to reaction centers using chromophores as a medium. In the reaction center, the excitation energy is used to perform chemical reactions. Knowledge of chromophore site energies is crucial to the understanding of excitation energy transfer pathways in photosystems and the ability to compute the site energies in a fast and accurate manner is mandatory for investigating how protein dynamics ef-fect the site energies and ultimately energy pathways with time. In this work we developed two software frameworks designed to optimize the calculations of chro-mophore site energies within a protein environment. The first is for performing quantum mechanical energy optimizations on molecules and the second is for com-puting site energies of chromophores in a fast and accurate manner using the polar-izability embedding method. The two frameworks allow for the fast and accurate calculation of chromophore site energies within proteins, ultimately allowing for the effect of protein dynamics on energy pathways to be studied. We use these frame-works to compute the site energies of the eight chromophores in the reaction center of photosystem II (PSII) using a 1.9 Å resolution x-ray structure of photosystem II. We compare our results to conflicting experimental data obtained from both isolat-ed intact PSII core preparations and the minimal reaction center preparation of PSII, and find our work more supportive of the former.
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Résumé Cette recherche a débuté avec l’idée que l’Internet est en train de changer la manière dont nous créons des connaissances et du contenu culturel. Notre point de départ était d’utiliser l’Internet afin de rassembler et amplifier plusieurs points de vue dans un processus de design. Une approche complexe a exposé l’Internet comme un système et conséquemment comme une plateforme pour l’innovation. La structure ouverte de l’Internet a soutenu le mouvement participatif des usagers qui ont choisi de partager leurs besoins, leurs désirs et leurs solutions. Notre recherche a pour but d’étudier ce contenu généré par les usagers en ligne et comprendre sa valeur pour les designers. Les usagers créatifs veulent s’exprimer et participer activement dans le processus de design. Notre recherche tente de démontrer que les designers ont beaucoup à apprendre du contenu généré par les usagers car ceux-ci soumettent des éléments qui ont attrait à toutes les étapes du processus de design et révèlent des relations présentes dans la situation de design à l’étude. Pour en apprendre plus sur ce contenu nous nous demandons : Quel type d’information offre le contenu généré par les usagers pour la phase de recherche dans le processus de design. Afin de centrer la portée de l’étude, nous nous sommes aussi questionné si cette information est plus pertinente au design de produits, au design de services ou au design de système de produits et de services. Aspirant aux idéaux du design participatif, notre méthodologie fut développée afin d’apprendre comment le contenu généré par les usagers pourrait influencer le processus de design. Pour ce faire, nous avons choisi de chercher sur l’Internet pour du contenu qui concerne la mobilité via l’usage d’une automobile. Les trois différents types de média considérés étaient les vidéos sur YouTube, les images sur Flickr et les textes sur Blogger. Afin de répondre à notre première question de recherche, nous nous sommes penchés sur deux éléments lorsque l’on recherche pour le design : les espaces de design et les relations de design. Premièrement, nous avons catégorisé le contenu récolté selon l’espace problème, créatif et solution. Deuxièmement, nous avons catégorisé le contenu dépendant de laquelle des relations de design elle démontrait soit une combinaison d’usagers, objets et contextes. Dans le but de répondre à la deuxième question de cette recherche, nous avons examiné trois types V de produits de design : les automobiles privées comme produit, le partage de voiture comme système de produit et de service, et le taxi comme service. Chaque élément pertinent généré par les usagés trouvé dans cette recherche fut catégorisé jusqu’à ce que l’on récolte 50 échantillons pour chaque combinaison de ces variables. Nous en sommes arrivés avec une matrice de 50 éléments de chaque produit de design, pour chacun des médias, puis catégorisé selon les espaces de design et les relations dans le design. Cette recherche démontre que l’Internet, comme médium, produit les conditions avantageuses pour que les usagers partagent de grandes quantités de contenu original et diversifié qui est pertinent aux situations de design. À partir de nos données de recherche, nous avons identifié des tendances dans le contenu généré par les usagers. Notamment, nous sommes en mesure d’affirmer que le contenu généré par les usagers offre de l’information pertinente à la recherche pour le design, et ce dans tous les espaces de design et toutes les relations de design. Il en fut de même pour les différentes issues du design car du contenu sur les produits, les systèmes de produits et de services et les services était présent et pertinent. Bref, nous avons démontré que l’Internet supporte la créativité et conséquemment il y abonde de contenu créatif produit par les usagers. Suivant dans les traces dessinées par d’autres chercheurs en design participatif, cette étude devrait être considérée comme un nouvel exemple des moyens qu’ont les designers pour percevoir les besoins tacites des usagers en leur permettant d’exprimer leurs idées. Alors que ceux-ci créent librement et intuitivement ainsi exposant leurs besoins, solutions et idées, les designers peuvent porter un regard de tierce partie sur les résultats. Jumelant des techniques comme le crowdsourcing et le brainstorming, nous avons créé une nouvelle activité et le néologisme : brainsourcing. En demeurant dans une forme de pratique réflexive, les designers peuvent réfléchir et ajouter au contenu généré par les usagers qui lui n’est pas biaisé par une éducation ou une culture du design. Ce processus est similaire au design participatif professionnel où le brainsourcing est une activité parallèle lorsque le designer fait des recherches pour le design. C’est cette perspective sur la somme des idées des participants qui peut contribuer à comprendre la complexité de la situation de design. VI Cette recherche a aussi soulevé des questions par rapport à l’effet de démocratisation de l’Internet. Bien que les usagers n’ont pas l’éducation, ni les habiletés des designers, ils aspirent à démocratiser le processus du design en voulant participer activement et en exposant leurs besoins, idées et solutions. Nous avons pu déterminer que les usagers n’étaient pas qualifiés pour entreprendre le processus complet du design comme les designers professionnels, mais nous avons observé directement la capacité des usagers à mettre de l’avant leur créativité. À propos de la relation entre les usagers créatifs et les designers, nous avons étudié des langages communs tels les scénarios et les prototypes. Tous deux sont présents dans le contenu généré par les usagers que nous avons récolté dans nos recherches sur Internet. Ceci nous a mené vers une nouvelle perspective sur l’activité du design où des opportunités créatives ressortent d’une conversation avec les usagers. Cette recherche a dévoilé de grandes tendances dans la manière dont les usagers communiquent naturellement dans un processus de design. Nous espérons avoir offert un aperçu de comment les designers peuvent prendre avantage de tous les types de contenu généré par les usagers en ligne. Dans le futur, nous souhaitons que les designers aient la possibilité d’interagir avec les participants en prenant le rôle de facilitateur de la conversation. La responsabilité du résultat ne tombe pas sur les épaules du designer car son mandat est d’assurer le bon fonctionnement du processus. Les designers rejoignent les usagers en ne demandant plus comment les choses peuvent être créées, mais pourquoi elles devraient exister. En tant que designers, nous aspirons à générer plus à partir de nouvelles connaissances, nous aspirons à créer plus de sens. Mots clés: Recherche en design, complexité, design participatif, contenu généré par les usagers, démocratisation, Internet, créativité, crowdsourcing, brainstorming, brainsourcing, réflexion-en-action.