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    <journal-meta>
      <journal-title-group>
        <journal-title>EMAIL: abraccini@unitus.it
ORCID:</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>The (un)invited in Collective Action on Social Media: A Socio- Technical Perspective of Fake News</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Alessio Maria Braccini</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Università degli Studi della Tuscia</institution>
          ,
          <addr-line>Via del Paradiso 47, 01100 Viterbo (VT)</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2020</year>
      </pub-date>
      <volume>000</volume>
      <fpage>0</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>Collective action is a form of cooperation in which a group of people coordinate their actions and cooperate to achieve a common objective. In collective action, the objective is out of reach for any individual acting alone; hence cooperation is necessary. Contemporary forms of collective action make use of social media as digital platforms providing support for communication and coordination of members' activities. The use of social media in collective action underpins the success of many initiatives that escalate to a mass size. However, social media amplify also one complication of the collective action: fake news. Fake news is sustained on social media by the same mechanisms that sustain information circulation: the sociotechnical interplay of the technical features of the digital platform, and the behavioural habits of social media users in sharing, wittingly or carelessly, fake contents. This short position paper aims at framing the fake news issue in collective action from a socio-technical perspective, motivating the use of the same collective action mechanisms that produce fake news to contrast their diffusion.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Social media</kwd>
        <kwd>Collective Action</kwd>
        <kwd>Fake News</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>1. Introduction and motivation</p>
      <p>Collective action is a sophisticated form of cooperation among people. In collective action, a group
of people actively cooperate to achieve a common objective [1]. The complexity of cooperation in
collective action stems from the need of finding an agreement – not necessarily unanimous – on the
decisions and the course of actions necessary to reach the goal. The decisions that participants of
collective action take – based on agreed rules – are binding for the whole collective, including those
who did not take part into the decision-making process, or those who supported a different outcome [2].
Even when the participants disagree on how to reach the common goal, they need to cooperate, because
the objective is out of reach for individuals alone, and because the objective achieved will benefit all
participants [1, 3]. Such characteristic makes collective action challenging. Participants to collective
action need hence to agree on the rules regulating their cooperation, and this requires communication,
coordination, and shared mechanisms for decision making [4–7]. Nowadays collective action settings
frequently make use of digital platforms for communication and coordination of actions. These
collective action settings take the form of online communities, with members having most of their
contacts online [6, 8, 9].</p>
      <p>At the end of the year 2020, the Internet will reach a projected number of 4.57 billion users. About
three billion of these users will be connected on social media. These figures grew by a factor of three
in the past ten years. Out of the many potential areas of application, social media are used as digital
platforms to create interactive spaces in which individuals for online communities sharing, co-creating,
discussing, and modifying the contents they produce [10]. Social media are also used in collective action
in various fields, such as management of common goods, philanthropy, social transformation, or
participation in political processes [9, 11].</p>
      <p>Pieces of evidence show that social media are valuable digital platforms supporting collective action.
Social media are exploited by collective action settings to reduce the cost of disseminating information
to a large mass of members [2, 12]. As a result, the use of social media afford collective action to
experiment forms of mass size cooperation [13–16].
2. Challenges for Collective Action</p>
      <p>The theory of collective action takes an economic argument for explaining cooperation. People
cooperate to achieve a common objective based on a criterion of convenience [3]. Participants join the
collective action effort because they expect a form of benefit when the objective of collective action is
met. Given that the collective goal needs cooperation because it is out of reach of individual efforts
alone, and since the achievement of the goal brings benefit to the collective, the most logical behavioural
outcome is that participants will find cooperation convenient because it is the only way to have the
objective achieved [1, 3]. The convenience is estimated with a difference of costs: the cost of
nonachieving the goal is higher than the cost of non-cooperating.</p>
      <p>In practice collective action is prone to forms of opportunistic behaviour. One form of opportunistic
behaviour is free-riding [17]. A free-rider participates to the collective action acquiring the collective
good but does not pay the participation cost, instead taken on by the rest of the collective [18]. A
freerider retains the cooperation may work well enough without her contribution. At the same time – being
part of the collective effort – retains, it will be difficult for other members to exclude him from the
benefit of the collective good. In all part, free riding is a risk for collective action, and detrimental for
its outcome, because it removes resources to the collective effort. If all participants to collective action
free ride, the common objective is impossible to achieve.</p>
      <p>The second form of opportunistic behaviour in collective action is the circulation of inaccurate
information on the digital platform to re-orient the collective action effort or to exploit the visibility
opportunity that social media afford to online communities [19, 20]. These contents are circulated not
to promote the collective action goal, but the goal of a few members, or even people external to the
community. Nowadays this phenomenon is better known under the name of fake news.</p>
      <p>Online communities for collective action work with three fundamental processes:
• Mobilising: the process of constructing resources necessary for mobilising people for collective
action, for enrolling new members, and for increasing the capability of the collective of
mobilising further resources [21–23];
• Framing: the process of constructing a shared meaning and building of a collective
understanding among members of the purposes, phenomena, context, goals, and significance of
the collective action [9, 24];
• Political opportunity: the process of challenging the contextual opportunities and constraints that
the collective action engages with to create new, or exploit already existing, opportunities [21,
22, 25]</p>
      <p>The diffusion of fake news in social media used for collective action has the potential of influencing
the framing process, the mobilisation of resources, and the creation of political opportunities. The
framework in Figure 1 highlights how the possibility of circulating information on social media
influences the three collective action processes through the intermediate outcome of communicational
ambidexterity. Said in other words, social media platforms afford collective action members to
communicate inside and outside the group of people engaged in collective action, influencing, in turn,
the three fundamental processes. Under this point of view, the impact of fake news on collective action
on social media is relevant because it influences both the communication and coordination among its
internal members, and the activity targeted externally to recruit other members.</p>
      <p>Nowadays, fake news revealed a dark side of social media that is now on the fore of the public
debate, especially in western democracies [26]. There are many examples in real life, such as the
controversial usage of social media that populistic movements and opinion leaders are making, bringing
visibility to anti-scientific opinion movements such as climate change deniers, no-vax, or even
COVID19 deniers.
3. The Difficulty of Fighting Fake News in Collective Action</p>
      <p>Fake news is fake content presented to people as being factually accurate, without genuinely being
based on facts [26]. The fake news can be either actual fake or opinionated fake. Factual fake news is
facts that are either not true or not accurate. Opinionated fake news is instead opinions expressed by
people based on biased reasoning, not supported by facts, or supported by a misinterpretation of facts.</p>
      <p>These pieces of content are created and circulated over social media, either with the deliberate
objective of disinforming, or by accident or mistake of unattentively social media users[27]. Fighting
fake news on social media is hard.</p>
      <p>A first reson concerns the truthfulness of information circulating on social media, for which
establishing authenticity is complicated by the challenge of determining the true source of the content
circulating and setting its reliability. A second problem concerns the difficulty of distinguishing fake
from actual contents as fake news are fabricated to imitate as much as possible actual news. As a result,
fake news circulating on social media have a broad engagement and, in some cases, they are reported
to circulate even more than actual news.</p>
      <p>The social media platforms are designed to reduce the cost of information circulation among users
and to maximise the information circulation and the creation of contents. A negative externality of such
design goal is that the social media platform offer no barriers to fake news diffusion. Even if not all
social media platforms are relaxed against fake news, many consider fake news just like another kind
of content shared by their users and take no actions against them.
4. A Socio-Technical Perspective of Fake News</p>
      <p>The fake news phenomenon can be analysed with a socio-technical perspective. Figure 2 represents
the elements of fake news on social media for collective action and their interplay schematically. The
visualisation is inspired by the framework provided by Bostrom &amp; Heinen [28].</p>
      <p>On the technical side, we have social media platforms and the tasks performed on them. On the
social side, we have instead a heterogeneous group of actors with different levels of engagement and
the set of organisational structures to coordinate the collective action that is either emergent or governed
by a social movement organisation [6].</p>
      <p>The technical side of the socio-technical interplay on social media for collective action affords
people the action possibilities of connecting with other people, and of circulating information, either by
creating new contents, circulating contents created by others, or contributing to contents created by
others. On the task side, we have the fundamental processes of collective action which – especially in
online communities for collective action – are intensively supported by the affordances of social media
[11].</p>
      <p>On the social side, the users engaged in collective action and their behaviour towards the communal
effort differ. Collective action settings see the engagement of both users that devote significant efforts
in reaching the common goal – commonly called activists – and others that instead show a varying level
of commitment testified by the discontinuous and shallow engagement of slacktivists to the passive
position of bystanders of followers. The coordination of these actors is in many cases emergent and left
to the mutual adjustment or to the coordination mechanisms of the technical platform or is instead
regulated by norms and processes agreed by the collective action members, and in some situations also
regulated by a formal social movement organisation.</p>
      <p>In this socio-technical interplay, the control mechanisms against fake news could be at every level.
One potential control point on the technical side is the social media platform itself. Social media
platforms providers that are responsible for creating the platforms and designing the structural features
could use filtering or signalling mechanisms to remove fake contents or identify contents as fake when
they are presented to users. Research shows that labelling or rating news affects the way users share the
news [29]. The technical complexity of this operation is high as automatic text-based filtering
approaches – like the ones already used for spam on e-mails for instance – are less useful because a
fake and a piece of actual news are virtually undistinguishable with a bag of words approach. The
mechanisms should also include other pieces of information next to the text to increase such
effectiveness [30].</p>
      <p>Another control point is on the structure side, by promoting rules and controls, especially when
promoted by a social movement organisation, aimed at de-incentivising the dissemination of fake news.
However, collective action settings are, to a large extent, based on voluntary efforts [31] and emergent
organising [32]. Even when collective action is coordinated by a social movement organisation, such
organisation as little control over the volunteers, and can only control the technological platform and
the conditions under which users are allowed to access it, and to use it [6]. On this side, the limitations
are even more significant for those collective action settings in which the digital platforms are the
mainstream social media (such as Facebook and Twitter) on which collective action members and the
social movement organisation has little or no control at all.</p>
      <p>Technology
Connect to people
Create content
Disseminate content
Reply to contents produced by other</p>
      <p>People
Followers
Activists
Slacktivists
Technical administrators
Platform administrators
Mobilise resources
Circulate frames
Create opportunities</p>
      <p>Task</p>
      <p>Structure
Roles
Rules on how to use the features of the
platform</p>
      <p>Finally, the last control point could be on the behaviour of the users themselves. Since in collective
action settings, social media affordances are socialised by participants [9], influencing how this
socialisation takes place could be a way to prevent the dissemination of fake news. However, the same
principle works also on the contrary. Collective action movements born on social media to disseminate
accurate information can easily polarise over time up to a point to be instead recognised as a fake news
factory and no longer a trustworthy source of information [33].
5. Using Collective Action Against Fake News in Collective Action</p>
      <p>Given the previous context, this paper raises the idea of using the same mechanisms that sustain fake
news circulation on social media for collective action, to contrast the diffusion of fake news. The idea
is based on the fact that in an online community for collective action, there are users who would not
share fake news if they would know they are not accurate, or even users that would proactively try to
debunk the fake news. The potential influence of their action in an online community, especially in one
of mass size, is limited to the portion of the network they can reach through their direct links. The idea
would then that of helping these members increasing the visibility of debunked fake news by the design
of a platform supporting the collective efforts of fake news debunkers.</p>
      <p>The platform supports a community of debunkers who, either acting on their input or reacting to
inputs received from other persons, engage on a collective action effort assessing contents shared on
social media, and ratin those that are fake. The contents rated as fake will be indexed in the platform,
and made publicly available to increase the visibility of debunked fake news. The platform would also
allow debunkers to identify relationships between different contents. In this way, it would be possible
to identify fake contents totally or partially based on a combination of existing fake contents, or contents
based on old contents already rated as fake news.</p>
      <p>Finally, the platform could work as an anti-fake software just like an anti-spam software works in
an e-mail client, open to the use of ordinary users, not just debunkers. The ordinary users would have
the possibility of searching contents – but not rating it – with the intent of qualifying a content as fake
or accurate when received from a social media, or previous sharing it again on social media. This
platform could also be integrated with the salient social media platforms to be used by all users to obtain
information to better identify fake news circulating on social media before sharing them.
6. References
1.
2.
3.
4.
5.
6.
32.</p>
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