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Wednesday, July 20, 2022

Inclusive fitness in humans

From Wikipedia, the free encyclopedia

Inclusive fitness in humans is the application of inclusive fitness theory to human social behaviour, relationships and cooperation.

Inclusive fitness theory (and the related kin selection theory) are general theories in evolutionary biology that propose a method to understand the evolution of social behaviours in organisms. While various ideas related to these theories have been influential in the study of the social behaviour of non-human organisms, their application to human behaviour has been debated.

Inclusive fitness theory is broadly understood to describe a statistical criterion by which social traits can evolve to become widespread in a population of organisms. However, beyond this some scientists have interpreted the theory to make predictions about how the expression of social behavior is mediated in both humans and other animals – typically that genetic relatedness determines the expression of social behaviour. Other biologists and anthropologists maintain that beyond its statistical evolutionary relevance the theory does not necessarily imply that genetic relatedness per se determines the expression of social behavior in organisms. Instead, the expression of social behavior may be mediated by correlated conditions, such as shared location, shared rearing environment, familiarity or other contextual cues which correlate with shared genetic relatedness, thus meeting the statistical evolutionary criteria without being deterministic. While the former position still attracts controversy, the latter position has a better empirical fit with anthropological data about human kinship practices, and is accepted by cultural anthropologists.

History

Applying evolutionary biology perspectives to humans and human society has often resulted in periods of controversy and debate, due to their apparent incompatibility with alternative perspectives about humanity. Examples of early controversies include the reactions to On the Origin of Species, and the Scopes Monkey Trial. Examples of later controversies more directly connected with inclusive fitness theory and its use in sociobiology include physical confrontations at meetings of the Sociobiology Study Group and more often intellectual arguments such as Sahlins' 1976 book The use and abuse of biology, Lewontin et al.'s 1984 Not in Our Genes, and Kitcher's 1985 Vaulting Ambition:Sociobiology and the Quest for Human Nature. Some of these later arguments were produced by other scientists, including biologists and anthropologists, against Wilson's 1975 book Sociobiology: The New Synthesis, which was influenced by (though not necessarily endorsed by) Hamilton's work on inclusive fitness theory.

A key debate in applying inclusive fitness theory to humans has been between biologists and anthropologists around the extent to which human kinship relationships (considered to be a large component of human solidarity and altruistic activity and practice) are necessarily based on or influenced by genetic relationships or blood-ties ('consanguinity'). The position of most social anthropologists is summarized by Sahlins (1976), that for humans "the categories of 'near' and 'distant' [kin] vary independently of consanguinal distance and that these categories organize actual social practice" (p. 112). Biologists wishing to apply the theory to humans directly disagree, arguing that "the categories of 'near' and 'distant' do not 'vary independently of consanguinal distance', not in any society on earth." (Daly et al. 1997, p282).

This disagreement is central because of the way the association between blood ties/genetic relationships and altruism are conceptualized by many biologists. It is frequently understood by biologists that inclusive fitness theory makes predictions about how behaviour is mediated in both humans and other animals. For example, a recent experiment conducted on humans by the evolutionary psychologist Robin Dunbar and colleagues was, as they understood it, designed "to test the prediction that altruistic behaviour is mediated by Hamilton's rule" (inclusive fitness theory) and more specifically that "If participants follow Hamilton's rule, investment (time for which the [altruistic] position was held) should increase with the recipient's relatedness to the participant. In effect, we tested whether investment flows differentially down channels of relatedness." From their results, they concluded that "human altruistic behaviour is mediated by Hamilton's rule ... humans behave in such a way as to maximize inclusive fitness: they are more willing to benefit closer relatives than more distantly related individuals." (Madsen et al. 2007). This position continues to be rejected by social anthropologists as being incompatible with the large amount of ethnographic data on kinship and altruism that their discipline has collected over many decades, that demonstrates that in many human cultures, kinship relationships (accompanied by altruism) do not necessarily map closely onto genetic relationships.

Whilst the above understanding of inclusive fitness theory as necessarily making predictions about how human kinship and altruism is mediated is common amongst evolutionary psychologists, other biologists and anthropologists have argued that it is at best a limited (and at worst a mistaken) understanding of inclusive fitness theory. These scientists argue that the theory is better understood as simply describing an evolutionary criterion for the emergence of altruistic behaviour, which is explicitly statistical in character, not as predictive of proximate or mediating mechanisms of altruistic behaviour, which may not necessarily be determined by genetic relatedness (or blood ties) per se. These alternative non-deterministic and non-reductionist understandings of inclusive fitness theory and human behavior have been argued to be compatible with anthropologists' decades of data on human kinship, and compatible with anthropologists' perspectives on human kinship. This position (e.g. nurture kinship) has been largely accepted by social anthropologists, whilst the former position (still held by evolutionary psychologists, see above) remains rejected by social anthropologists.

Theoretical background

Theoretical overview

Inclusive fitness theory, first proposed by Bill Hamilton in the early 1960s, proposes a selective criterion for the potential evolution of social traits in organisms, where social behavior that is costly to an individual organism's survival and reproduction could nevertheless emerge under certain conditions. The key condition relates to the statistical likelihood that significant benefits of a social trait or behavior accrue to (the survival and reproduction of) other organisms who also carry the social trait. Inclusive fitness theory is a general treatment of the statistical probabilities of social traits accruing to any other organisms likely to propagate a copy of the same social trait. Kin selection theory treats the narrower but more straightforward case of the benefits accruing to close genetic relatives (or what biologists call 'kin') who may also carry and propagate the trait. Under conditions where the social trait sufficiently correlates (or more properly, regresses) with other likely bearers, a net overall increase in reproduction of the social trait in future generations can result.

The concept serves to explain how natural selection can perpetuate altruism. If there is an "altruism gene" (or complex of genes or heritable factors) that influence an organism's behavior in such a way that is helpful and protective of relatives and their offspring, this behavior can also increase the proportion of the altruism gene in the population, because relatives are likely to share genes with the altruist due to common descent. In formal terms, if such a complex of genes arises, Hamilton's rule (rb>c) specifies the selective criteria (in terms of relatedness (r), cost (c) benefit (b)) for such a trait to increase in frequency in the population (see Inclusive fitness for more details). Hamilton noted that inclusive fitness theory does not by itself predict that a given species will necessarily evolve such altruistic behaviors, since an opportunity or context for interaction between individuals is a more primary and necessary requirement in order for any social interaction to occur in the first place. As Hamilton put it, "Altruistic or selfish acts are only possible when a suitable social object is available. In this sense behaviours are conditional from the start." (Hamilton 1987, 420). In other words, whilst inclusive fitness theory specifies a set of necessary criteria for the evolution of certain altruistic traits, it does not specify a sufficient condition for their evolution in any given species, since the typical ecology, demographics and life pattern of the species must also allow for social interactions between individuals to occur before any potential elaboration of social traits can evolve in regard to those interactions.

Initial presentations of the theory

The initial presentation of inclusive fitness theory (in the mid 1960s, see The Genetical Evolution of Social Behaviour) focused on making the general mathematical case for the possibility of social evolution. However, since many field biologists mainly use theory as a guide to their observations and analysis of empirical phenomena, Hamilton also speculated about possible proximate behavioural mechanisms that might be observable in organisms whereby a social trait could effectively achieve this necessary statistical correlation between its likely bearers:

The selective advantage which makes behaviour conditional in the right sense on the discrimination of factors which correlate with the relationship of the individual concerned is therefore obvious. It may be, for instance, that in respect of a certain social action performed towards neighbours indiscriminately, an individual is only just breaking even in terms of inclusive fitness. If he could learn to recognise those of his neighbours who really were close relatives and could devote his beneficial actions to them alone an advantage to inclusive fitness would at once appear. Thus a mutation causing such discriminatory behaviour itself benefits inclusive fitness and would be selected. In fact, the individual may not need to perform any discrimination so sophisticated as we suggest here; a difference in the generosity of his behaviour according to whether the situations evoking it were encountered near to, or far from, his own home might occasion an advantage of a similar kind." (Hamilton 1996 [1964], 51)

Hamilton here was suggesting two broad proximate mechanisms by which social traits might meet the criterion of correlation specified by the theory:

Kin recognition (active discrimination): If a social trait enables an organism to distinguish between different degrees of genetic relatedness when interacting in a mixed population, and to discriminate (positively) in performing social behaviours on the basis of detecting genetic relatedness, then the average relatedness of the recipients of altruism could be high enough to meet the criterion. In another section of the same paper (page 54) Hamilton considered whether 'supergenes' that identify copies of themselves in others might evolve to give more accurate information about genetic relatedness. He later (1987, see below) considered this to be wrong-headed and withdrew the suggestion.

Viscous populations (spatial cues): Even indiscriminate altruism may achieve the correlation in 'viscous' populations where individuals have low rates of dispersal or short distances of dispersal from their home range (their location of birth). Here, social partners are typically genealogically closely related, and so altruism can flourish even in the absence of kin recognition and kin discrimination faculties – spatial proximity and circumstantial cues provide the necessary correlation.

These two alternative suggestions had important effects on how field biologists understood the theory and what they looked for in the behavior of organisms. Within a few years biologists were looking for evidence that 'kin recognition' mechanisms might occur in organisms, assuming this was a necessary prediction of inclusive fitness theory, leading to a sub-field of 'kin recognition' research.

Later theoretical refinements

A common source of confusion around inclusive fitness theory is that Hamilton's early analysis included some inaccuracies, that, although corrected by him in later publications, are often not fully understood by other researchers who attempt to apply inclusive fitness to understanding organisms' behaviour. For example, Hamilton had initially suggested that the statistical correlation in his formulation could be understood by a correlation coefficient of genetic relatedness, but quickly accepted George Price's correction that a general regression coefficient was the more relevant metric, and together they published corrections in 1970. A related confusion is the connection between inclusive fitness and multi-level selection, which are often incorrectly assumed to be mutually exclusive theories. The regression coefficient helps to clarify this connection:

Because of the way it was first explained, the approach using inclusive fitness has often been identified with 'kin selection' and presented strictly as an alternative to 'group selection'. But the foregoing discussion shows that kinship should be considered just one way of getting positive regression of genotype in the recipient, and that it is this positive regression that is vitally necessary for altruism. Thus the inclusive-fitness concept is more general than 'kin selection'.(Hamilton 1996 [1975], 337)

Hamilton also later modified his thinking about likely mediating mechanisms whereby social traits achieve the necessary correlation with genetic relatedness. Specifically he corrected his earlier speculations that an innate ability (and 'supergenes') to recognise actual genetic relatedness was a likely mediating mechanism for kin altruism:

But once again, we do not expect anything describable as an innate kin recognition adaptation, used for social behaviour other than mating, for the reasons already given in the hypothetical case of the trees. (Hamilton 1987, 425)

The point about inbreeding avoidance is significant, since the whole genome of sexual organisms benefits from avoiding close inbreeding; there is a different selection pressure at play compared to the selection pressure on social traits (see Kin recognition for more information).

It does not follow… that ability to discriminate degrees of relatedness automatically implies that kin selection is the model relevant to its origin. In fact, since even earlier than Darwin, it had been realised that most organisms tend to avoid closely inbred matings. The reasons must have to do with the function of sexuality and this is not quite yet resolved (see e.g. Bell, 1982; Shields, 1982; Hamilton, 1982); but whatever the function is, here must be another set of reasons for discriminating. Some animals clearly do use discrimination for purposes of mate selection. Japanese quail for example evidently use an early imprinting of their chick companions towards obtaining, much later, preferred degrees of consanguinity in their mates (Bateson 1983). (Hamilton 1987, 419)

Since Hamiton's 1964 speculations about active discrimination mechanisms (above), other theorists such as Richard Dawkins had clarified that there would be negative selection pressure against mechanisms for genes to recognize copies of themselves in other individuals and discriminate socially between them on this basis. Dawkins used his 'Green beard' thought experiment, where a gene for social behaviour is imagined also to cause a distinctive phenotype that can be recognised by other carriers of the gene. Due to conflicting genetic similarity in the rest of the genome, there would be selection pressure for green-beard altruistic sacrifices to be suppressed via meitoic drive.

Ongoing misconceptions

Hamilton's later clarifications often go unnoticed, and because of the long-standing assumption that kin selection requires innate powers of kin recognition, some theorists have later tried to clarify the position:

[T]he fact that animals benefit from engaging in spatially mediated behaviors is not evidence that these animals can recognize their kin, nor does it support the conclusion that spatially based differential behaviors represent a kin recognition mechanism (see also discussions by Blaustein, 1983; Waldman, 1987; Halpin 1991). In other words, from an evolutionary perspective it may well be advantageous for kin to aggregate and for individuals to behave preferentially towards nearby kin, whether or not this behaviour is the result of kin recognition per se" (Tang-Martinez 2001, 25)

In his original papers on inclusive fitness theory, Hamilton pointed out a sufficiently high relatedness to favour altruistic behaviours could accrue in two ways – kin discrimination or limited dispersal (Hamilton, 1964, 1971,1972, 1975). There is a huge theoretical literature on the possible role of limited dispersal reviewed by Platt & Bever (2009) and West et al. (2002a), as well as experimental evolution tests of these models (Diggle et al., 2007; Griffin et al., 2004; Kümmerli et al., 2009). However, despite this, it is still sometimes claimed that kin selection requires kin discrimination (Oates & Wilson, 2001; Silk, 2002 ). Furthermore, a large number of authors appear to have implicitly or explicitly assumed that kin discrimination is the only mechanism by which altruistic behaviours can be directed towards relatives... [T]here is a huge industry of papers reinventing limited dispersal as an explanation for cooperation. The mistakes in these areas seem to stem from the incorrect assumption that kin selection or indirect fitness benefits require kin discrimination (misconception 5), despite the fact that Hamilton pointed out the potential role of limited dispersal in his earliest papers on inclusive fitness theory (Hamilton, 1964; Hamilton, 1971; Hamilton, 1972; Hamilton, 1975). (West et al. 2010, p.243 and supplement)

The assumption that 'kin selection requires kin discrimination' has obscured the more parsimonious possibility that spatial-cue-based mediation of social cooperation based on limited dispersal and shared developmental context are commonly found in many organisms that have been studied, including in social mammal species. As Hamilton pointed out, "Altruistic or selfish acts are only possible when a suitable social object is available. In this sense behaviours are conditional from the start" (Hamilton 1987, see above section). Since a reliable context of interaction between social actors is always a necessary condition for social traits to emerge, a reliable context of interaction is necessarily present to be leveraged by context-dependent cues to mediate social behaviours. Focus on mediating mechanisms of limited dispersal and reliable developmental context has allowed significant progress in applying kin selection and inclusive fitness theory to a wide variety of species, including humans, on the basis of cue-based mediation of social bonding and social behaviours (see below).

Mammal evidence

In mammals, as well as in other species, ecological niche and demographic conditions strongly shape typical contexts of interaction between individuals, including the frequency and circumstances surrounding the interactions between genetic relatives. Although mammals exist in a wide variety of ecological conditions and varying demographic arrangements, certain contexts of interaction between genetic relatives are nevertheless reliable enough for selection to act upon. New born mammals are often immobile and always totally dependent (socially dependent if you will) on their carer(s) for nursing with nutrient rich milk and for protection. This fundamental social dependence is a fact of life for all mammals, including humans. These conditions lead to a reliable spatial context in which there is a statistical association of replica genes between a reproductive female and her infant offspring (and has been evolutionary typical) for most mammal species. Beyond this natal context, extended possibilities for frequent interaction between related individuals are more variable and depend on group living vs. solitary living, mating patterns, duration of pre-maturity development, dispersal patterns, and more. For example, in group living primates with females remaining in their natal group for their entire lives, there will be lifelong opportunities for interactions between female individuals related through their mothers and grandmothers etc. These conditions also thus provide a spatial-context for cue-based mechanisms to mediate social behaviours.

The most widespread and important mechanism for kin recognition in mammals appears to be familiarity through prior association (Bekoff, 1981; Sherman, 1980). During development, individuals learn and respond to cues from the most familiar or most commonly encountered conspecifics in their environment. Individuals respond to familiar individuals as kin and unfamiliar individuals as nonkin. (Erhart et al. 1997, 153–154)

Mammalian young are born into a wide variety of social situations, ranging from being isolated from all other individuals except their mother (and possibly other siblings) to being born into large social groups. Although siblings do interact in a wide variety of species having different life histories, there are certain conditions, almost all of which have to do with the developmental environment, that will favor a biased occurrence of interactions between littermates and/or different-aged siblings. It will be argued later that it is these, and perhaps other, conditions that predispose (in a probabilistic way) siblings to interact with one another. However, if two (or more) very young unrelated individuals (assume conspecifics for simplicity) are exposed to these conditions, they too will behave like siblings. That is, although [relatedness] and [familiarity] are tightly linked in many mammals, it is [familiarity] that can override [relatedness], rather than the reverse. (Bekoff 1981, 309)

In addition to the above examples, a wide variety of evidence from mammal species supports the finding that shared context and familiarity mediate social bonding, rather than genetic relatedness per se. Cross-fostering studies (placing unrelated young in a shared developmental environment) strongly demonstrate that unrelated individuals bond and cooperate just as would normal littermates. The evidence therefore demonstrates that bonding and cooperation are mediated by proximity, shared context and familiarity, not via active recognition of genetic relatedness. This is problematic for those biologists who wish to claim that inclusive fitness theory predicts that social cooperation is mediated via genetic relatedness, rather than understanding the theory simply to state that social traits can evolve under conditions where there is statistical association of genetically related organisms. The former position sees the expression of cooperative behaviour as more or less deterministically caused by genetic relatedness, where the latter position does not. The distinction between cooperation mediated by shared context, and cooperation mediated by genetic relatedness per se, has significant implications for whether inclusive fitness theory can be seen as compatible with the anthropological evidence on human social patterns or not. The shared context perspective is largely compatible, the genetic relatedness perspective is not (see below).

Human kinship and cooperation

The debate about how to interpret the implications of Inclusive fitness theory for human social cooperation has paralleled some of the key misunderstandings outlined above. Initially, evolutionary biologists interested in humans wrongly assumed that in the human case, 'kin selection requires kin discrimination' along with their colleagues studying other species (see West et al., above). In other words, many biologists assumed that strong social bonds accompanied by altruism and cooperation in human societies (long studied by the anthropological field of kinship) were necessarily built upon recognizing genetic relatedness (or 'blood ties'). This seemed to fit well with historical research in anthropology originating in the nineteenth century (see history of kinship) that often assumed that human kinship was built upon a recognition of shared blood ties.

However, independently of the emergence of inclusive fitness theory, from 1960s onwards many anthropologists themselves had reexamined the balance of findings in their own ethnographic data and had begun to reject the notion that human kinship is 'caused by' blood ties (see Kinship). Anthropologists have gathered very extensive ethnographic data on human social patterns and behaviour over a century or more, from a wide spectrum of different cultural groups. The data demonstrates that many cultures do not consider 'blood ties' (in the genealogical sense) to underlie their close social relationships and kinship bonds. Instead social bonds are often considered to be based on location-based shared circumstances including living together (co-residence), sleeping close together, working together, sharing food (commensality) and other forms of shared life together. Comparative anthropologists have shown that these aspects of shared circumstances are a significant component of what influences kinship in most human cultures, notwithstanding whether or not 'blood ties' are necessarily present (see Nurture kinship, below).

Although blood ties (and genetic relatedness) often correlate with kinship, just as in the case of mammals (above section), evidence from human societies suggests that it is not the genetic relatedness per se that is the mediating mechanism of social bonding and cooperation, instead it is the shared context (albeit typically consisting of genetic relatives) and the familiarity that arises from it, that mediate the social bonds. This implies that genetic relatedness is not the determining mechanism nor required for the formation of social bonds in kinship groups, or for the expression of altruism in humans, even if statistical correlations of genetic relatedness are an evolutionary criterion for the emergence of such social traits in biological organisms over evolutionary timescales. Understanding this distinction between the statistical role of genetic relatedness in the evolution of social traits and yet its lack of necessary determining role in mediating mechanisms of social bonding and the expression of altruism is key to inclusive fitness theory's proper application to human social behaviour (as well as to other mammals).

Nurture kinship

Compatible with biologists' emphasis on familiarity and shared context mediating social bonds, the concept of nurture kinship in the anthropological study of human social relationships highlights the extent to which such relationships are brought into being through the performance of various acts of sharing, acts of care, and performance of nurture between individuals who live in close proximity. Additionally the concept highlights ethnographic findings that, in a wide swath of human societies, people understand, conceptualize and symbolize their relationships predominantly in terms of giving, receiving and sharing nurture. The concept stands in contrast to the earlier anthropological concepts of human kinship relations being fundamentally based on "blood ties", some other form of shared substance, or a proxy for these (as in fictive kinship), and the accompanying notion that people universally understand their social relationships predominantly in these terms.

The nurture kinship perspective on the ontology of social ties, and how people conceptualize them, has become stronger in the wake of David M. Schneider's influential Critique of the Study of Kinship and Holland's subsequent Social Bonding and Nurture Kinship: Compatibility between Cultural and Biological approaches, demonstrating that as well as the ethnographic record, biological theory and evidence also more strongly support the nurture perspective than the blood perspective. Both Schneider and Holland argue that the earlier blood theory of kinship derived from an unwarranted extension of symbols and values from anthropologists' own cultures (see ethnocentrism).

Connectomics

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Connectomics is the production and study of connectomes: comprehensive maps of connections within an organism's nervous system. More generally, it can be thought of as the study of neuronal wiring diagrams with a focus on how structural connectivity, individual synapses, cellular morphology, and cellular ultrastructure contribute to the make up of a network. The nervous system is a network made of billions of connections and these connections are responsible for our thoughts, emotions, actions, memories, function and dysfunction. Therefore, the study of connectomics aims to advance our understanding of mental health and cognition by understanding how cells in the nervous system are connected and communicate. Because these structures are extremely complex, methods within this field use a high-throughput application of functional and structural neural imaging, most commonly magnetic resonance imaging (MRI), electron microscopy, and histological techniques in order to increase the speed, efficiency, and resolution of these nervous system maps. To date, tens of large scale datasets have been collected spanning the nervous system including the various areas of cortex, cerebellum, the retina, the peripheral nervous system and neuromuscular junctions.

Generally speaking, there are two types of connectomes; macroscale and microscale. Macroscale connectomics refers to using functional and structural MRI data to map out large fiber tracts and functional gray matter areas within the brain in terms of blood flow (functional) and water diffusivity (structural). Microscale connectomics is the mapping of small organisms' complete connectome using microscopy and histology. That is, all connections that exist in their central nervous system.

Methods

Magnetic Resonance Imaging used to assess Macroscale connectomics within the human brain. dMRI image series are used to map white matter tracts, and fMRI series are used to assess how blood flow correlates between connected gray matter areas.

Macroscale Connectomics

Macroscale connectomes are commonly collected using diffusion magnetic resonance imaging (dMRI) and functional magnetic resonance imaging (fMRI). dMRI datasets can span the entire brain, imaging white matter between the cortex and subcortex. In contrast, fMRI datasets measure cerebral blood flow in the brain, as a marker of neuronal activation. One of the benefits of MRI is it offers in vivo information about connectivity between different brain areas. Macroscale connectomics has furthered our understanding of various brain networks including visual, brainstem, and language networks, among others.

Microscale Connectomics

On the other hand, microscale connectomes focus on a much smaller area of the nervous system with much higher resolution. These datasets are commonly collected using electron microscopy imaging and offer single synapse resolution of entire local circuits. Some of the milestones in EM connectomics include the entire nervous system of C. elegans, an entire fly brain, and most recently a millimeter cube from both mouse and human cortex.

Tools

One of the main tools used for connectomics research at the macroscale level is MRI. When used together, a resting-state fMRI and a dMRI dataset provide a comprehensive view of how regions of the brain are structurally connected, and how closely they are communicating. The main tool for connectomics research at the microscale level is chemical brain preservation followed by 3D electron microscopy, used for neural circuit reconstruction. Correlative microscopy, which combines fluorescence with 3D electron microscopy, results in more interpretable data as is it able to automatically detect specific neuron types and can trace them in their entirety using fluorescent markers.

To see one of the first micro-connectomes at full-resolution, visit the Open Connectome Project, which is hosting several connectome datasets, including the 12TB dataset from Bock et al. (2011).

Model systems

Aside from the human brain, some of the model systems used for connectomics research are the mouse, the fruit fly, the nematode C. elegans, and the barn owl.

Applications

A connectivity matrix assessing the functional connectivity between each brain region in the Default Mode Network (DMN). Here, shades of red indicate stronger coupling between two regions blood flow changes, and shades of blue indicate an anti-correlation between two regions.

By comparing diseased and healthy connectomes, we can gain insight into certain psychopathologies, such as neuropathic pain, and potential therapies for them. Generally, the field of neuroscience would benefit from standardization and raw data. For example, connectome maps can be used to inform computational models of whole-brain dynamics. Current neural networks mostly rely on probabilistic representations of connectivity patterns. Connectivity matrices (checkerboard diagrams of connectomics) have been used in stroke recovery to evaluate the response to treatment via Transcranial Magnetic Stimulation. Similarly, connectograms (circular diagrams of connectomics) have been used in traumatic brain injury cases to document the extent of damage to neural networks.

The human connectome can be viewed as a graph, and the rich tools, definitions and algorithms of the Graph theory can be applied to these graphs. Comparing the connectomes (or braingraphs) of healthy women and men, Szalkai et al. have shown that in several deep graph-theoretical parameters, the structural connectome of women is significantly better connected than that of men. For example, women's connectome has more edges, higher minimum bipartition width, larger eigengap, greater minimum vertex cover than that of men. The minimum bipartition width (or, in other words, the minimum balanced cut) is a well-known measure of quality of computer multistage interconnection networks, it describes the possible bottlenecks in network communication: The higher this value is, the better is the network. The larger eigengap shows that the female connectome is better expander graph than the connectome of males. The better expanding property, the higher minimum bipartition width and the greater minimum vertex cover show deep advantages in network connectivity in the case of female braingraph.

Local measures of difference between populations of those graph have been also introduced (e.g. to compare case versus control groups). Those can be found by using either an adjusted t-test, or a sparsity model, with the aim of finding statistically significant connections which are different among those groups.

Human connectomes have an individual variability, which can be measured with the cumulative distribution function, as it was shown in. By analyzing the individual variability of the human connectomes in distinct cerebral areas, it was found that the frontal and the limbic lobes are more conservative, and the edges in the temporal and occipital lobes are more diverse. A "hybrid" conservative/diverse distribution was detected in the paracentral lobule and the fusiform gyrus. Smaller cortical areas were also evaluated: precentral gyri were found to be more conservative, and the postcentral and the superior temporal gyri to be very diverse.

Comparison to genomics

The human genome project initially faced many of the above criticisms, but was nevertheless completed ahead of schedule and has led to many advances in genetics. Some have argued that analogies can be made between genomics and connectomics, and therefore we should be at least slightly more optimistic about the prospects in connectomics. Others have criticized attempts towards a microscale connectome, arguing that we don't have enough knowledge about where to look for insights, or that it cannot be completed within a realistic time frame.

Eyewire game

Eyewire is an online game developed by American scientist Sebastian Seung of Princeton University. It uses social computing to help map the connectome of the brain. It has attracted over 130,000 players from over 100 countries.

Public Datasets

Websites to explore publicly available connectomics datasets:

Macroscale Connectomics (Healthy Young Adult Datasets)

For a more comprehensive list of open macroscale datasets, check out this article

Microscale Connectomics

Alternative media

From Wikipedia, the free encyclopedia

Alternative media are media sources that differ from established or dominant types of media (such as mainstream media or mass media) in terms of their content, production, or distribution. Sometimes the term independent media is used as a synonym, indicating independence from large media corporations, but this term is also used to indicate media enjoying freedom of the press and independence from government control. Alternative media does not refer to a specific format and may be inclusive of print, audio, film/video, online/digital and street art, among others. Some examples include the counter-culture zines of the 1960s, ethnic and indigenous media such as the First People's television network in Canada (later rebranded Aboriginal Peoples Television Network), and more recently online open publishing journalism sites such as Indymedia.

In contrast to mainstream mass media, alternative media tend to be "non-commercial projects that advocate the interests of those excluded from the mainstream", for example, the poor, political and ethnic minorities, labor groups, and LGBT identities. These media disseminate marginalized viewpoints, such as those heard in the progressive news program Democracy Now!, and create communities of identity, as seen for example in the It Gets Better Project that was posted on YouTube in response to a rise in gay teen suicides at the time of its creation.

Alternative media challenge the dominant beliefs and values of a culture and have been described as "counter-hegemonic" by adherents of Antonio Gramsci's theory of cultural hegemony; however, since the definition of alternative media as merely counter to the mainstream is limiting, some approaches to the study of alternative media also address the question of how and where these media are created, as well as the dynamic relationship between the media and the participants that create and use them.

Definitions

There are various definitions of "alternative media." John Downing, for example, defines "radical alternative media" as media "that express an alternative vision to hegemonic policies, priorities, and perspectives". In his assessment of a variety of definitions for the term, Chris Atton notes repeatedly the importance of alternative media production originating from small-scale, counter-hegemonic groups and individuals.

Christian Fuchs also argues that alternative media must have four distinct properties. The first being that the audience of these media must be involved in the creation of what is put out in alternative media. The second is that it has to be different from the mainstream. The third is that it should create a perspective different from that of the state and major corporations. The fourth property is that alternative media must "establish different types of relationships with the market and/or the state."

As defined by Atton and Hamilton "Alternative journalism proceeds from dissatisfaction not only with the mainstream coverage of certain issues and topics but also with the epistemology of news. Its critique emphasizes alternatives to, inter alia,  conventions of news sources and representation; the inverted pyramid of news texts; the hierarchical and capitalized economy of commercial journalism; the professional, elite basis of journalism as a practice; the professional norm of objectivity; and the subordinate role of the audience as a receiver" 

Journalistic Practices says "Alternative media not only allow but also facilitate the participation (in its more radical meaning) of its members (or the community) in both the produced content and the content-producing organization.' In this sense, participation in alternative media as described and reflected upon by the participants in this study can best be understood as a form of active citizenship".

Common approaches and practices

Approaches to the academic study of alternative media attempt to understand the ways in which these media are significant, each emphasizing a different aspect of media, including the role of the public sphere, social movements, and the participation by communities that create the media.

Democratic theory and the public sphere

A public sphere described by Habermas - Coffee House in 18C

One way of understanding alternative media is to consider their role in the process of democratic communication. Philosopher Jürgen Habermas proposed that a healthy democratic community requires a space where rational debate can take place between engaged citizens. It is essential that the dialogue in this public sphere occurs outside the control of any authority so that citizens can exchange ideas as equals. This translates to the need for free speech and a free press.

In Habermas's idea of the public sphere, participation is open to everyone, all participants are considered equal, and any issue can be raised for debate. However, this view fails to note the inherent exclusion of women and minorities (and their interests) from the debate in the public sphere. In light of this social inequality, philosopher Nancy Fraser argues for the importance of multiple independent public spheres, in which members of subordinated groups can first deliberate their issues and concerns among themselves and later assert those issues into the larger public sphere. The alternative media associated with these counter-public spheres are critical in developing the needs and identity of the group and in challenging the larger dominant public sphere. A feminist counter-public sphere is, for example, responsible for circulating the view that women's issues such as domestic abuse and reproductive rights are deserving of debate in the larger public sphere.

Social movement media

Social movements are a type of collective action. They involve large, sometimes informal, groups or organizations which focus on specific political or social issues and promote, instigate, resist or undo the social change. Social movement media is how social movements use media, and oftentimes, due to the nature of social movements, that media tends to be an alternative.

Communication is vital to the success of social movements. Research shows that social movements experience significant difficulties communicating through mainstream media because the mainstream media often systematically distort, stigmatize, or ignore social movement viewpoints. They may deny social movements' access or representation at critical moments in their development, employ message frames that undermine or weaken public perceptions of a movement's legitimacy or implicitly encourage movement actors who seek coverage to cater to the questionable values of mainstream reportage on social activism, including a heightened interest in violence, emotionality, and slogans. This problematic coverage of social movements is often referred to as the protest paradigm: the idea that mass media marginalizes protest groups through their depictions of the protesters, and, by doing so, subsequently support the status quo. As a result, social movements often turn to alternative media forms and practices in order to more effectively achieve their goals.

Example of a sign used during the Occupy Wall Street movement.

An example of how the mainstream media problematically covers social movements is the Occupy movement, which began with Occupy Wall Street in September 2011. The Occupy movement protested against social and economic inequality around the world, its primary goal being to make the economic and political relations in all societies less vertically hierarchical and more flatly distributed. Among the movement's primary concerns is the system which allows large corporations and the global financial system to manipulate the world in a way that disproportionately benefits a wealthy minority, undermines democracy, and disregards environmental sustainability. In comparing the mainstream news coverage of the Occupy movement against coverage from alternative press several trends emerge. First, mainstream media used confusion over the event as the dominant frame while alternative media focused on what the demonstrators were actually trying to accomplish. Second, the mainstream media placed the protesters at fault of any violence while the alternative media focused on the brutality of the police and their violent acts on the peaceful protesters.

For more information about social movements, and alternative media, see social movement theory.

Alternative media tend to be activist by nature. Social movements in areas such as human rights, the environmental movement, and civil rights produce alternative media to further their goals, spread awareness, and inspire participation and support.

Human rights

A favela in Brazil.

An example of a human rights social movement using alternative media is the group WITNESS. WITNESS is a human rights non-profit organization and its mission is to partner with on-the-ground organizations to support the documentation of human rights violations and their consequences, in order to further public engagement, policy change, and justice. They rely on video recordings using technology such as handheld camcorders and smartphones to capture the world's attention and viscerally communicate human rights abuses. They have documented human rights abuses from the police in the favelas of Brazil, children soldiers in the Democratic Republic of the Congo, human trafficking in Brazil and the United States, and many other human rights issues, all through the use of alternative media.

Environmental movement

Protester at a Greenpeace march in 2009.

An example of an environment movement using alternative media is the group, Green Peace. Greenpeace is a non-governmental environmental organization whose goal is to "ensure the ability of the Earth to nurture life in all its diversity and focuses its campaigning on worldwide issues such as climate change, deforestation, overfishing, commercial whaling, genetic engineering, and anti-nuclear issues. It uses direct action, lobbying, and research to achieve its goals, as well as alternative media. They use online tactics such as podcasts and blogs as well as performance art.

Civil rights

An example of a civil rights group using alternative media was the Student Non-violent Coordinating Committee (SNCC). SNCC was one of the most important organizations of the American Civil Rights Movement in the 1960s. SNCC was involved in voter registration rights in the south, established Freedom Schools, organized the Mississippi Freedom Democratic Party (MFDP), among many other accomplishments. Alternative media tactics used by SNCC included establishing a dedicated Communication Section which included a photography arm, its own printing press (which published its newsletter the Student Voice), published publicity materials, and created an alternative wire press.

Participatory culture

Alternative media have frequently been studied as a manifestation of participatory culture, in which citizens do not act as consumers only, but as contributors or producers as well. By opening up access to media production, participatory culture is believed to further democracy, civic engagement, and creative expression.

Participatory culture pre-dates the Internet. Amateur Press Associations are a form of participatory culture that emerged late in the 19th century. Members of such associations typeset and print their own publications, which are mailed through a network of subscribers. Zines, community-supported radio stations, and other types of projects were predecessors of blogs, podcasts, wikis, and social networks. Web services such as Tumblr, Imgur, Reddit, Medium, TikTok, and YouTube, among others, allow users to distribute original content to wider audiences, which makes media production more participatory.

Alternative media are also created by participatory journalism as citizens play an active role in collecting, reporting, analyzing, and disseminating news and information. This form of alternative and activist news-gathering and reporting functions outside of mainstream media institutions, often as a response to the shortcomings of professional journalism. It engages in journalistic practices but is driven by goals other than profit making, has different ideals, and relies on alternative sources of legitimacy.

Participatory media approaches consider participation in producing media content as well as in making decisions about media production processes as a defining feature of alternative media. Participatory culture can be realized in a number of ways. Media literacy is a way to begin participating by understanding media systems' conventions and means of production. Individuals learning to produce media themselves is the step that moves citizens from literacy to participation. Fan fiction, community radio (or low-power FM), and hyper-local blogging are just a few ways that citizens can produce media content to participate in the production of alternative media.

By fostering participation, alternative media contribute to the strengthening of a civic attitude and allow citizens to be active in one of the main spheres relevant to daily life and to put their right to communication into practice. To demonstrate the relationship between democracy and participation in media production, the term citizen's media illustrates that alternative media can help those who are producing media also become active citizens – particularly in a democracy. This idea is tied very closely to community media (see next section).

Community media

Community media includes citizens′ media, participatory media, activist and radical media as well as the broader forms of communication in which local or regional specific platforms are engaged. Like other forms of alternative media, community media seeks to bypass the commercialization of media. The elimination or avoidance of sole ownership or sponsorship is motivated by a desire to be free of oversight or obligation to cater to a specific agenda. Community media is often categorized as grassroots, a description that applies to both the financial structure and the process of content creation. While there is diversity in community media, which varies by media platform (radio, TV, web or print), it is typical that the media source is open to the public/community to submit material and content. This open policy aligns with the values of community media to maintain a democratic approach and ethos. Historically community media has served to provide an alternative political voice. Across the world forms of community, media are used to elevate the needs and discourse of a specific space, typically connected by geographical, cultural, social, or economic similarities.

Race and indigenous media

Minority community media can be both localized and national, serving to disseminate information to a targeted demographic. They provide a platform for discussion and exchange within the minority communities as well as between the minority and the majority communities. Oftentimes minority-focused media serves an essential resource, providing their audiences with essential information, in their own language of origin, helping the specified group to participate as equal citizens of their country of residence. These media platforms and outlets create an opportunity for cultural exchange and the elevation or empowerment of a disenfranchised or marginalized group, based on racial, ethnic or cultural identity. Historically, these forms of media have served a dual purpose, to disseminate information to a community that is traditionally ignored or overlooked by major media outlets and as a vehicle for political protest or social reform.

Spaces created to address minority discourse typically straddle the line of both alternative and activist media, working to provide a resource unavailable through mainstream measures and to shift the universally accepted perspective or understanding of a specific group of people. Sociologist Yu Shi's exploration of alternative media provides opposing arguments about the role of minority media to both facilitate cultural place-making and hinder community assimilation and acculturation. Shi expounds a widely shared understanding that racially informed media provide a place, power, and political agency.

Throughout the 20th-century, media spaces were developed to accommodate the growing multi-cultural state of the United States. African-Americans created local publications like the Chicago Defender to share critical information to protect citizens from discriminatory practices by police and policy-makers, while Jet and Ebony's magazine served to empower the national black identity, lauding the achievements and thought leadership of Black Americans. Similar practices became increasingly common for Latino/Latina and Asian groups. As immigration increased post-1965, Spanish-language newspapers and television stations, along with the creation of television networks like ICN-TV specifically for Chinese immigrants. A critical awareness of an increasingly participatory global media culture in multicultural societies is becoming widespread and a necessary approach to explaining the success and impact of ethnic or minority media, as well as to embrace the changing ways in which people 'use' their media.

Connections to subaltern studies

There are related aims found in alternative media studies and subaltern studies, as a concern for disenfranchised and oppressed voices pervades both fields. Subaltern studies draw on Antonio Gramsci's discussion of "subaltern" groups, that is, groups of people considered to be of inferior rank socially, economically, and politically. One of the most significant questions in subaltern studies is posed by Gayatri Chakravorty Spivak, "Can the subaltern speak?" which she asks in her seminal essay of the same name. Spivak investigates whether the subaltern has a voice within hegemonic political discourses, and if so if their voices are being heard, allowing them to participate. This is important, as the subaltern's ability to participate in politics and other social and cultural practices is key in establishing—as well as challenging—their subaltern status. This particular body of scholarship is useful to the study and discussion of alternative media due to their shared preoccupation with the ability of disenfranchised peoples to participate and contribute to mainstream hegemonic discourses, especially in regards to ethnic and racial media in which these groups speak from a subaltern position.

This connection is strengthened in the work of alternative media scholar Clemencia Rodriguez. In her discussion of citizenship, Rodriguez comments that "Citizens have to enact their citizenship on a day-to-day basis, through their participation in everyday political practices...As citizens actively participate in actions that reshape their own identities, the identities of others, and their social environments, they produce power." So it could be said that by subaltern groups creating alternative media, they are indeed expressing their citizenship, producing their power, and letting their voice be heard.

Forms of media

Press – print

The alternative press consists of printed publications that provide a different or dissident viewpoint than that provided by major mainstream and corporate newspapers, magazines, and other print media.

Factsheet Five publisher Mike Gunderloy described the alternative press as "sort of the 'grown-up' underground press. Whole Earth, the Boston Phoenix, and Mother Jones are the sorts of things that fall in this classification." In contrast, Gunderloy described the underground press as "the real thing, before it gets slick, co-opted, and profitable. The underground press comes out in small quantities, is often illegible, treads on the thin ice of unmentionable subjects, and never carries ads for designer jeans."

An example of alternative media is tactical media, which uses 'hit-and-run' tactics to bring attention to an emerging problem. Often tactical media attempts to expose large corporations that control sources of mainstream media.

One prominent NGO dedicated to tactical media practices and info-activism is the Tactical Technology Collective which assists human rights advocates in using technology. They have released several toolkits freely to the global community, including NGO In A Box South Asia, which assists in the setting up the framework of a self-sustaining NGO, Security-In-A-Box, a collection of software to keep data secure and safe for NGOs operating in potentially hostile political climates, and their new short form toolkit 10 Tactics, which "... provides original and artful ways for rights advocates to capture attention and communicate a cause".

Radio

Radio has been a significant form of alternative media due to its low cost, ease of use, and near ubiquity. Alternative radio has arisen in response to capitalist and/or state-sponsored mainstream radio broadcasts. For example, in early 1970s Australia, a new alternative radio sector was created by those who felt excluded from the two-sector national broadcasting system, consisting of a national public service broadcaster and commercial services. In the US, the first listener-supported independent station, KPFA, began in 1949 in order to provide an avenue for free speech unconstrained by the commercial interests that characterized mainstream radio.

Their content ranges broadly; while some stations' primary aims are explicitly political and radical, others namely seek to broadcast music that they believe to be excluded from mainstream radio. Alternative radio often, though not always, takes the form of community radio, which is generally understood as participatory, open, non-profit, and made by and for a community. These radio stations may broadcast legally or illegally, as pirate radio. Alternative radio is a global phenomenon. Examples of community and alternative radio endeavors include Tilos Rádió (Hungary), Missinipi Broadcasting Corporation (Canada), Pacifica Radio and the Prometheus Radio Project (both in the United States), and Radio Sagarmatha (Nepal).

Video and film

Alternative film and video are generally produced outside of the mainstream film and video industries and features content and/or style that is rarely seen in mainstream product. However, its particular genre, content, and form vary widely. It is often produced in non-profit organizational contexts, such as video art collectives (e.g. Videotage, Los Angeles Filmmakers' Cooperative) or grassroots social justice organizations (e.g. Line Break, CINEP—Center for Research and Popular Education). Participatory video projects in which marginalized or under-resourced groups tell their stories through video demonstrate the possibility for access and participation in video-making to empower those involved, circulate representations unseen in mainstream media, and challenge existing power relations.

Alternative film in the United States is evident in the work of The Film & Photo League chapters of the 1930s, which drew attention to union and class issues through social documentary film and the editing of newsreels. Though initiated in the '60s and '70s, radical video making reached an apex in the '80s, as technology became more accessible. Public access television provided a broadcast outlet for oftentimes punk and hip-hop-influenced radical cultural critique. Deep Dish TV, for instance, is a television network which seeks to provide media access to grassroots organizations and to marginalized or misrepresented perspectives through public access television. Today, portable, accessible recording technology and the internet allow increasing opportunities for global participation in the production, consumption, and exchange of alternative video content.

Internet

With the increasing importance attributed to digital technologies, questions have arisen about where digital media fit in the dichotomy between alternative and mainstream media. First, blogs, Facebook, Twitter and other similar sites, while not necessarily created to be information media, increasingly are being used to spread news and information, potentially acting as alternative media as they allow ordinary citizens to bypass the gatekeepers of traditional, mainstream media and share the information and perspectives these citizens deem important.

Second, the Internet provides an alternative space for mobilization through the cultivation of interpersonal networks, collective action towards social change, and making information much readily accessible. Typically, among those with deviant, dissident or non-traditional views, Internet platforms allow for the creation of new, alternative communities that can provide a voice for those normally marginalized by the mainstream media.

In addition, the Internet has also led to an alternative form of programming, which allows both professionals and amateurs to subvert or evade commercial and political restraints on open access to information and information technologies. Some examples of alternative computing are hacking, open source software or systems, and file sharing.

Lastly, the Internet also breeds a new way of creation and dissemination of knowledge —commons knowledge— that is different from the top-down manner. It seeks out and encourages the participation of multiple users, fostering forms of collaborative knowledge production and folksonomies. Wikipedia is an excellent example of this genre.

Street art

Often considered guerilla-art, street art operates free from the confines of the formal art world. In the form of graffiti, stencil, mural, and print, street art appropriates or alters public spaces as a means of protest and social commentary. Important aspects of street art as an alternative form are its blend of aesthetics and social engagement, use of urban spaces, and interaction with the social landscape of the area in which the art is made.

The street art movement gained popularity in the 1980s as a form of art distinct from high art and commercial venues, but as popularity grew, some street artists moved from the alternative venues of the streets to gallery and museum showings. Cities such as Paris, Buenos Aires, and São Paulo rose to prominence in using street art as legitimate alternative media through artist collectives and competitions, bringing attention to alternative voices. The internet has also influenced street art greatly by functioning as a platform for artists and fans to share pictures of street art from around the world. Websites like Streetsy.com and WoosterCollective.com are among the most popular of street art sharing sites.

Performance

Performance as an alternative medium uses theater, song, and performance art as a means of engaging audiences and furthering social agendas. Performance art is an avant garde art form that typically uses live performances to challenge traditional forms of visual art. It operates as "the antithesis of theatre, challenging orthodox art forms and cultural norms." Playing an important role in social and cultural movements from Dada and Surrealism to Post-Minimalism, performance art reflects the political environment of the time. While performance art is often relegated to high art, street theater is typically used in a grassroots fashion, utilizing local communities for performance or conversation. It can be used as a form of guerilla theater to protest, like in the case of The Living Theatre which is dedicated to transforming the hierarchy of power in society through experimental theater.

Music

Certain genres of music and musical performance can be categorized as alternative media. Independent music, or indie music, is music that is produced separate from commercial record labels. Professor David Hesmondhalgh describes indie music's alternative nature as a "hard-headed network of post-punk companies which made significant challenges to the commercial organization of cultural production favoured by the major record companies." Its subversive roots of sound or lyrics and alternative models of distribution distinguish it from the commercial record companies.

Genres

Some alternative media can be associated with the political left in the United States, the political right in the United States, and various political positions in the United Kingdom.

Primarily concerned with the growing role of new media in alternative media projects, communication scholar Leah Lievrouw identifies five genres of contemporary new media based alternative and activist media: culture jamming, alternative computing, participatory journalism, mediated mobilization, and commons knowledge.

  • Culture jamming generally attempts to critique popular cultures such as entertainment, advertising, and art. It tends to comment on issues of corporate capitalism and consumerism and seeks to provide political commentary. Characteristics of culture jamming texts include the appropriation or repurposing of images, video, sound, or text and that they are ironic or satirical in some sense. Today, culture jamming can come in the form of internet memes and guerrilla marketing.
  • Alternative computing deals with the material infrastructure of informational and communications technologies. It seeks to critique and reconfigure systems with the intention of subverting or evading commercial and political restraints on open access to information and information technologies. Some examples of alternative computing are hacking, open source software or systems, and file sharing.
  • Participatory journalism refers to web-based sources of critical or radical news either in the form of online news services or blogs. These alternative outlets of news often adopt the philosophies of citizen journalism and view themselves as providing an alternative to mainstream news and opinion. Participatory journalism projects may cover underreported groups and issues. Within this genre authors and readers of some of these alternative media projects have the ability contribute alike and therefore has the characteristic of being participatory or interactive. An example of participatory journalism is Indymedia and wearecgange.org
  • Mobilization media relate to communication practices that mobilization or organization social movements, identity, or cultural projects through the use of new media tools and platforms such as Facebook or YouTube. Characteristics of this genre include the cultivation of interpersonal networks, collective action towards social change, and making information much readily accessible.
  • Commons knowledge as a genre refers to projects that provide alternatives to the traditional top-down creation and dissemination of knowledge. It seeks out and encourages the participation of multiple users, fostering forms of collaborative knowledge production and folksonomies. Wikipedia is an excellent example of this genre.

Thinking of current forms of alternative media in terms of the genre not only allows one to identify the features and conventions of certain modes of communication, but also how "they allow people to express themselves appropriately, and to achieve their various purposes or intentions." In other words, one can begin to understand how the creators and participants of alternative new media projects actively shape their communication practices.

YouTube is considered to be not only a commercial enterprise but also a platform designed to encourage cultural participation by ordinary citizens. Although YouTube aimed to be foremost a commercial enterprise, nevertheless, it has become a community media as one of the forms of alternative media. Scholars assume that YouTube's commercial drive may have increased the probability of participation in online video culture for a broader spectrum of participants than before. This idea allows one to shift our concern away from the false contradiction between market-driven and non-market-driven culture towards the tensions between corporate logics and unruly and emergent traits of participatory culture, and the limits of YouTube model for cross-cultural diversity and global communication. In theory, YouTube stands as a site of cosmopolitan cultural citizenship. Uploading foreign soap opera episodes and dividing into several pieces to pass YouTube's content limits, can be seen as acts of cultural citizenship similar to the media sharing practices of diverse communities identified by Cunningham and Nguyen (2000). However, people who have the highest chance of encountering other cultural citizens are those who have the access to various contents, information and platforms; this is commonly referred to as the 'participation gap.' The notion of participation gap makes both digital literacy and digital divide such important issues for cultural politics. Therefore, it is still controversial whether YouTube is just another conduit for strengthening cultural imperialism or one of the alternative media.

Aesthetics

In association with experimental and innovative modes of production and collaboration, aesthetics in alternative media can be a political tool used to subvert dominant power. Like many makers of alternative media, scholar Crispin Sartwell identifies politics as an aesthetic environment. As such, these art political systems not only use aesthetics as a tool to gain power but are also produced via aesthetic forms within all media. Thus, it is not uncommon for alternative media to seek new artistic, non-traditional, or avant-garde means to represent its content. In this case, the use of aesthetics allows alternative media to address otherwise banal content in a manner which re-aligns, re-negotiates, or exposes the politics at work within it.

Form

Scholars have linked the Avant-garde art movements as one arena where alternative aesthetics are used as a political tool. Movements such as Futurism, Dada, and Situationism looked to challenge the formal rules regarding what art was, how it looked or sounded like, or where it could be in order to radically alter public and political ideology. The logic, reason, and rules of style and beauty, mandated by the dominant class, was rejected as an affirmation of subjugation.

Appropriation

While some alternative makers look to radically break away from the suffocating restraints of the dominant class by rejecting their dominant visual dogma, others appropriate, twist, and remix in order to subvert dominant language and messaging through mimicry, mockery, and satire. The détournement (and its successor culture-jamming) of the Situationists, the mimicry of Pop Art, and the reworking of normative narratives in slash fiction are examples of appropriation of mainstream media texts.

Participation

Avant-garde movements that have emphasized audience participation include Futurism, Dadaism, Surrealism, Situationism, Pop art, Neo-concretism, and the Theatre of the Oppressed. By inviting the audience to participate in the creation of media, collaborators look to subvert or critique hierarchical structures (capitalism, the ivory tower) within society by embracing democratic modes of production. Strategies that involve the input or collaboration of all stakeholders often result in less formally 'correct' aesthetics.

Notable media scholars

Equality (mathematics)

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