computational creativity
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Evolution provides a creative fount of complex and subtle adaptations that often surprise the scientists who discover them. However, the creativity of evolution is not limited to the natural world: Artificial organisms evolving in computational environments have also elicited surprise and wonder from the researchers studying them. The process of evolution is an algorithmic process that transcends the substrate in which it occurs. Indeed, many researchers in the field of digital evolution can provide examples of how their evolving algorithms and organisms have creatively subverted their expectations or intentions, exposed unrecognized bugs in their code, produced unexpectedly adaptations, or engaged in behaviors and outcomes, uncannily convergent with ones found in nature. Such stories routinely reveal surprise and creativity by evolution in these digital worlds, but they rarely fit into the standard scientific narrative. Instead they are often treated as mere obstacles to be overcome, rather than results that warrant study in their own right. Bugs are fixed, experiments are refocused, and one-off surprises are collapsed into a single data point. The stories themselves are traded among researchers through oral tradition, but that mode of information transmission is inefficient and prone to error and outright loss. Moreover, the fact that these stories tend to be shared only among practitioners means that many natural scientists do not realize how interesting and lifelike digital organisms are and how natural their evolution can be. To our knowledge, no collection of such anecdotes has been published before. This article is the crowd-sourced product of researchers in the fields of artificial life and evolutionary computation who have provided first-hand accounts of such cases. It thus serves as a written, fact-checked collection of scientifically important and even entertaining stories. In doing so we also present here substantial evidence that the existence and importance of evolutionary surprises extends beyond the natural world, and may indeed be a universal property of all complex evolving systems.
Emotional creativity (EC), which constitutes a main aspect of the general creativity concept, is often shown to be substantially related to positive emotional experiences, effective motivation, and innovation at the workplace as well as at school. However, little is known about the relationship between emotional creativity and the time people tend to spend playing video games. Nowadays, video games and virtual reality have become an important aspect of public health and psychological research. They constitute a key element of popular culture and generate considerable economic profit as part of the public entertainment industry. Our study is based on the results of an emotional creativity inventory (ECI) survey that was administered at a snowball and convenient sample of 453 respondents (aged 18-60 years, M ± SD: 23.68 ± 6.36; 66.40% women, 20.00% with higher education) from the Czech Republic who were questioned about their habits and the time they devote to playing video games. The sample country was selected as one with a long tradition of homebrew video gaming going back to the 1980s. We employed a set of multinomial regression analyses, which revealed that more time devoted to playing video games is associated with lower emotional creativity, in general, as well as with lower novelty, preparedness, and effectiveness components of emotional creativity. The negative association above was less pronounced for women than for men. Moreover, in a sample containing only women, a longer time devoted to playing video games was associated with the higher novelty component of emotional creativity (the associations with the other two components were not statistically significant for women only). Our findings might considerably contribute to the study of the general overall long-term effect of video games and the use of digital technologies in general on public health.
- MeSH
- dospělí MeSH
- emoce * MeSH
- kreativita * MeSH
- lidé středního věku MeSH
- lidé MeSH
- mladiství MeSH
- mladý dospělý MeSH
- reprodukovatelnost výsledků MeSH
- videohry * MeSH
- Check Tag
- dospělí MeSH
- lidé středního věku MeSH
- lidé MeSH
- mladiství MeSH
- mladý dospělý MeSH
- mužské pohlaví MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- Geografické názvy
- Česká republika MeSH
In this work, starting from the social practice theory, we identified two kinds of creativity: a situational creativity that takes place when, starting from a defined situation, a social practice is played; and a creativity of habit that concerns the agents' capacity for generating new practices from habit when the situation is not defined or is unexpected. To test this hypothesis, the Torrance Test of Creative Thinking (Verbal Form A) was analyzed in the light of praxeology, and the results are analyzed in a computational creativity perspective.
- Publikační typ
- časopisecké články MeSH
Through the innovation network (IN) and the use of artificial intelligence (AI), this study aims to look into the innovation performance (IP) of the healthcare industry. Digital innovation (DI) is also tested as a mediator. For the collection of data, cross-sectional methods and quantitative research designs were used. To test the study hypotheses, the SEM technique and multiple regression technique were used. Results reveal that AI and the innovation network support the attainment of innovation performance. The finding demonstrates that the relationship between INs and IP links and AI adoption and IP links is mediated through DI. The healthcare industry plays a vital role in facilitating public health and improving the living standards of the people. This sector's growth and development are largely dependent on its innovativeness. This study highlights the major determinants of IP in the healthcare industry in terms of IN and AI adoption. This study adds to the literature's knowledge via an innovative proposal in which the mediation role of DI among IN-IP and AI adoption-innovation links is investigated.
- MeSH
- kreativita MeSH
- lidé MeSH
- průřezové studie MeSH
- regresní analýza MeSH
- sektor zdravotní péče * MeSH
- umělá inteligence * MeSH
- Check Tag
- lidé MeSH
- Publikační typ
- časopisecké články MeSH
X, 220 s. : obr., tab.,grafy ; 24 cm + 1 disketa
RATIONALE: Serotonergic psychedelics are being studied as novel treatments for mental health disorders and as facilitators of improved well-being, mental function, and creativity. Recent studies have found mixed results concerning the effects of low doses of psychedelics ("microdosing") on these domains. However, microdosing is generally investigated using instruments designed to assess larger doses of psychedelics, which might lack sensitivity and specificity for this purpose. OBJECTIVES: Determine whether unconstrained speech contains signatures capable of identifying the acute effects of psilocybin microdoses. METHODS: Natural speech under psilocybin microdoses (0.5 g of psilocybin mushrooms) was acquired from thirty-four healthy adult volunteers (11 females: 32.09 ± 3.53 years; 23 males: 30.87 ± 4.64 years) following a double-blind and placebo-controlled experimental design with two measurement weeks per participant. On Wednesdays and Fridays of each week, participants consumed either the active dose (psilocybin) or the placebo (edible mushrooms). Features of interest were defined based on variables known to be affected by higher doses: verbosity, semantic variability, and sentiment scores. Machine learning models were used to discriminate between conditions. Classifiers were trained and tested using stratified cross-validation to compute the AUC and p-values. RESULTS: Except for semantic variability, these metrics presented significant differences between a typical active microdose and the inactive placebo condition. Machine learning classifiers were capable of distinguishing between conditions with high accuracy (AUC [Formula: see text] 0.8). CONCLUSIONS: These results constitute first evidence that low doses of serotonergic psychedelics can be identified from unconstrained natural speech, with potential for widely applicable, affordable, and ecologically valid monitoring of microdosing schedules.
- MeSH
- dospělí MeSH
- duševní poruchy * MeSH
- dvojitá slepá metoda MeSH
- halucinogeny * farmakologie MeSH
- jazyk (prostředek komunikace) MeSH
- kreativita MeSH
- lidé MeSH
- psilocybin farmakologie MeSH
- Check Tag
- dospělí MeSH
- lidé MeSH
- mužské pohlaví MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
[1st ed.] xxx, 761 s.
By presenting the results of treatment of secondary pyomyositis of deep hip muscles, to draw attention to the seriousness of this complication occurring in association with pelvic and lumbo-sacral infections. MATERIAL AND METHODS: The course of disease was evaluated retrospectively in a group of 13 patients with an average age of 65.8 years treated in the period from April 2004 to June 2007. The imaging methods used included native radiography, ultrasonography (SONO), computed tomography (CT) and magnetic resonance imaging (MRI). Markers of inflammation, i.e., C-creative protein, erythrocyte sedimentation rate and WBC differential count, were used to assess the intensity of inflammation. At stage 1, patients were treated conservatively, with appropriate antibiotic therapy. At stages 2 and 3, surgical procedures were used (incision, abscess evacuation and drainage) or abscess was treated by CT-guided needle puncture and pigtail drain insertion. The evaluation took into account survival of the patients in relation to the stage of their disease, early detection of origin of infection, therapy initiation, and other factors putting patients at risk. RESULTS: Of the 13 patients treated, 10 had stage 3 pyomyositis with beginning or developed multiple-organ failure when they were referred to our institution from outside hospitals; three admitted at stage 2 pyomyositis were in relatively good state. Ten patients were cured, two died due to multiple-organ failure and one due to pulmonary embolism after lower-extremity phlebothrombosis. The success of treatment appeared to be related to early surgical intervention. DISCUSSION: A good outcome of therapy depends on an early diagnosis and treatment of the underlying infection and pyomyositis. To establish the diagnosis of pyomyositis, repeated clinical, laboratory and bacteriological examinations are necessary, as well as the use of imaging methods, namely SONO, CT and MRI. Treatment may be complicated when small multiple abscesses develop deep in the hip muscles where surgical intervention is difficult. CONCLUSIONS: Secondary pyomyositis is a serious, life-threatening complication of the underlying infection. The outcome of the disease depends on early diagnosis, therapy and the patient's overall state. Stage 1 pyomyositis (muscle oedema) is treated conservatively with antibiotics. Stage 2 pyomyositis needs surgical intervention with abscess aspiration and drainage; in some cases CT-guided needle puncture with pigtail drain insertion is sufficient. An appropriate antibiotic course is obligatory. Stage 3 pyomyositis associated with septic shock or multiple-organ failure requires a comprehensive care in an acute medicine department. In polymorbid patients prognosis is poor and treatment is expensive and often unsuccessful.
- MeSH
- absces diagnóza radiografie terapie MeSH
- kyčel MeSH
- lidé středního věku MeSH
- lidé MeSH
- magnetická rezonanční tomografie MeSH
- počítačová rentgenová tomografie MeSH
- pyomyozitida diagnóza etiologie radiografie terapie MeSH
- senioři MeSH
- Check Tag
- lidé středního věku MeSH
- lidé MeSH
- mužské pohlaví MeSH
- senioři MeSH
- ženské pohlaví MeSH
1st ed. xxvii, 466 s. : il.
