Recent years have seen a surge in online collaboration between experts and amateurs on scientific research. In this article, we analyse the epistemological implications of these crowdsourced projects, with a focus on Zooniverse, the world’s largest citizen science web portal. We use quantitative methods to evaluate the platform’s success in producing large volumes of observation statements and high impact scientific discoveries relative to more conventional means of data processing. Through empirical evidence, Bayesian reasoning, and conceptual analysis, we show how information (...) and communication technologies enhance the reliability, scalability, and connectivity of crowdsourced e-research, giving online citizen science projects powerful epistemic advantages over more traditional modes of scientific investigation. These results highlight the essential role played by technologically mediated social interaction in contemporary knowledge production. We conclude by calling for an explicitly sociotechnical turn in the philosophy of science that combines insights from statistics and logic to analyse the latest developments in scientific research. (shrink)

Research ethics committees and institutional review boards spend considerable time developing, scrutinising, and revising specific consent processes and materials for survey-based studies conducted on crowdsourcing and online recruitment platforms such as MTurk and Prolific. However, there is evidence to suggest that many users of ICT services do not read the information provided as part of the consent process and they habitually provide or refuse their consent without adequate reflection. In principle, these practices call into question the validity of their (...) consent. In this paper we argue that although the ‘no read problem’ and the routinisation of consent may apply to research participants’ consent practices for studies on crowdsourcing platforms, this is not a serious problem. Furthermore, given that the informational requirements for informed consent in these contexts are minimal, we argue that these participants are, nevertheless, sufficiently informed to give valid consent. We conclude that research ethics committees and institutional review boards should only agonise over the precise details of the informed consent process and materials in those rare cases where appreciable risks to research participants need to be managed. (shrink)

Based on a crowdsourced truth value judgment experiment, we provide empirical evidence challenging two classical views in semantics, and we develop a novel account of counterfactuals that combines ideas from inquisitive semantics and causal reasoning. First, we show that two truth-conditionally equivalent clauses can make different semantic contributions when embedded in a counterfactual antecedent. Assuming compositionality, this means that the meaning of these clauses is not fully determined by their truth conditions. This finding has a clear explanation in inquisitive semantics: (...) truth-conditionally equivalent clauses may be associated with different propositional alternatives, each of which counts as a separate counterfactual assumption. Second, we show that our results contradict the common idea that the interpretation of a counterfactual involves minimizing change with respect to the actual state of affairs. We propose to replace the idea of minimal change by a distinction between foreground and background for a given counterfactual assumption: the background is held fixed in the counterfactual situation, while the foreground can be varied without any minimality constraint. (shrink)

Social innovations are usually understood as new ideas, initiatives, or solutions that make it possible to meet the challenges of societies in fields such as social security, education, employment, culture, health, environment, housing, and economic development. On the one hand, many citizen science activities serve to achieve scientific as well as social and educational goals. Thus, these actions are opening an arena for introducing social innovations. On the other hand, some social innovations are further developed, adapted, or altered after the (...) involvement of scientist-supervised citizens in research and with the use of the citizen science tools and methods such as action research, crowdsourcing, and community-based participatory research. Such approaches are increasingly recognized as crucial for gathering data, addressing community needs, and creating engagement and cooperation between citizens and professional scientists. However, there are also various barriers to both citizen science and social innovation. For example, management, quality and protection of data, funding difficulties, non-recognition of citizens’ contributions, and limited inclusion of innovative research approaches in public policies. In this volume, we open theoretical as well as empirically-based discussion, including examples, practices, and case studies of at least three types of relations between citizen science and social innovation: domination of the citizen science features over social innovation aspects; domination of the social innovation features over the citizen science aspects; and the ways to achieve balance and integration between the social innovation and citizen science features. Each of these relationships highlights factors that influence the development of the main scales of sustainability of innovations in the practice. These innovations are contributing to a new paradigm of learning and sharing knowledge as well as interactions and socio-psychological development of participants. Also, there are factors that influence the development of platforms, ecosystems, and sustainability of innovations such as broad use of the information and communications technologies including robotics and automation; emerging healthcare and health promotion models; advancements in the development and governance of smart, green, inclusive and age-friendly cities and communities; new online learning centers; agri-food, cohousing or mobility platforms; and engagement of citizens into co-creation or co-production of services delivered by public, private, non-governmental organizations as well as non-formal entities. (shrink)

Linden Lab studies massive online game "Second Life" unexpectedly gained worldwide fame after a few years after release. To the surprise of many game has met with great interest, despite the lack of promotional campaigns. It can be assumed that the reason why "second life" reached a wider audience was a special type of offered entertainment. Network game proved to be no longer a game that was known so far, but an example of a mass media, whose central element is (...) a dynamic virtual world which is an extension of our "first" reality. "Second Life" has the potential, which is challenging the widely shared rules could shake the foundations of the social world. This program is currently the most advanced example of a virtual economy. Unlike many other massive online games and their predecessors, this game is entirely based on the principles of virtual property ownership, as well as rules of conduct virtual business and service, and finally also the consumption of goods. Users of the game, just like the person providing the data in the framework of social networking sites maintained in the mainstream of Web 2.0, user-generated content constituting the virtual world, which can trade content with others linden virtual dolars that can be exchanged to real U.S. dollars. The increase in popularity of "Second Life" brings to mind the vision of the possibility of creating a better place to live for many people. Closer analysis of this phenomenon does not allow for such statements. In the following instances will be presented: information about the growth of the global market for online games and its consequences, the distinguishing features of "Second Life" from traditional online games, virtual elements of the impact of economics on social life, the concept of entertainment as a job stream properties Games 2.0 and contentious issues, which produces "second life". ** Masowa gra on-line "Second Life" studia Linden Lab nieoczekiwanie zdobyła sławȩ na całym świecie po kilku latach od premiery. Ku zaskoczeniu wielu tytuł spotkał siȩ z ogromnym zainteresowaniem mimo braku akcji promocyjnych. Można przypuszczać, że powodem dla którego "drugie życie" dotarło do szerszego grona odbiorców był szczególny typ zaoferowanej formy rozrywki. Sieciowa gra okazała siȩ nie być już gr¸a} jak¸a} znano do tej pory, lecz przykładem środka masowego przekazu, którego centralnym elementem jest dynamiczny wirtualny świat stanowi¸a}cy przedłużenie naszej, "pierwszej", rzeczywistości. "Second Life" kryje w sobie potencjał, który podważaj¸a}c podzielane powszechnie reguły może wstrz¸a}sn¸a}ć posadami świata społecznego. Program ten jest obecnie najbardziej zaawansowanym przykładem wirtualnej gospodarki. W odróżnieniu od wielu innych masowych gier on-line i ich poprzedniczek pozycja ta w całości opiera siȩ na zasadach posiadania wirtualnej własności, jak też regułach prowadzenia wirtualnej działalności gospodarczej i usługowej, i wreszcie takiej też konsumpcji dóbr. Użytkownicy gry, podobnie jak osoby udostȩpniaj¸a}ce dane w ramach internetowych serwisów społecznościowych utrzymanych w nurcie Web 2.0, generuj¸a} treści tworz¸a}ce wirtualny świat, treści którymi mog¸a} handlować z innymi pobieraj¸a}c za nie opłaty w wirtualnych dolarach lindeńskich wymiennych na realne dolary amerykańskie. Wzrost popularności "Second Life" przywodzi na myśl wizjȩ możliwości stworzenia lepszego miejsca do życia dla wielu ludzi. Bliższa analiza tego zjawiska nie pozwala już na takie stwierdzenia. W dalszej czȩści wyst¸apienia przedstawione zostan¸a: informacje o wzroście globalnego rynku gier on-line i jego konsekwencjach, cechy odróżniaj¸ace "Second Life" od tradycyjnych gier sieciowych, elementy wpływu wirtualnej gospodarki na życie społeczne, pojȩcie rozrywki jako pracy, właściwości nurtu Games 2.0 oraz sporne kwestie, jakie wywołuje "drugie życie". (shrink)

The use of language models in Web applications and other areas of computing and business have grown significantly over the last five years. One reason for this growth is the improvement in performance of language models on a number of benchmarks — but a side effect of these advances has been the adoption of a “bigger is always better” paradigm when it comes to the size of training, testing, and challenge datasets. Drawing on previous criticisms of this paradigm as applied (...) to large training datasets crawled from pre-existing text on the Web, we extend the critique to challenge datasets custom-created by crowdworkers. We present several sets of criticisms, where ethical and scientific issues in language model research reinforce each other: labour injustices in crowdwork, dataset quality and inscrutability, inequities in the research community, and centralized corporate control of the technology. We also present a new type of tool for researchers to use in examining large datasets when evaluating them for quality. (shrink)

Increase in popularity of games like "Second Life" has contributed not only to significant changes in the development of the electronic entertainment industry. Promoting Games 2.0, the new trend of video game production that are assumed to be the virtual worlds that contain user-generated content makes both measured with a specific technological innovation, as well as a serious change in the organization of socio-cultural heritage. The article presents problems of the existing difficulties of terminology, the implications of the availability of (...) Games 2.0 for social life, the concept of leisure as work in the new economy and creative non-material and the characteristics of "Generation C". Work stresses the need for discussion on trends in the development of video games - defined as a choice between the projects’ of "socio-cultural ideology of perpetual motion" and "utopia of universal creativity". These approaches allow to identify the methodological basis for analysis of relations between the operators and users of Games 2.0, taking into account the wider social environment. ** Wzrost popularności gier typu „Second Life” przyczynił siȩ nie tylko do znacznych przemian w rozwoju branży rozrywki elektronicznej. Upowszechnianie Games 2.0, nowego nurtu produkcji gier wideo które z założenia maj¸a} stanowić wirtualne światy zawieraj¸a}ce treści tworzone przez użytkowników sprawia, że mierzymy siȩ zarówno z określon¸a} innowacj¸a} technologiczn¸a}, jak też z poważn¸a} zmian¸a} organizacji życia społeczno-kulturowego. Artykuł przedstawia problematykȩ istniej¸acych trudności terminologicznych, konsekwencje dostȩpności Games 2.0 dla życia społecznego, pojȩcie rozrywki jako pracy w nowej gospodarce niematerialnej i twórczej oraz charakterystykȩ „generacji C”. Praca podkreśla potrzebȩ dyskusji nad kierunkami rozwoju gier wideo - określanymi jako wybór miȩdzy projektami „ideologii społeczno-kulturowego perpetuum mobile” i „utopii powszechnej twórczości”. Podejścia te pozwalaj¸a na wskazanie podstaw metodologicznych do prowadzenia analiz relacji miȩdzy operatorami, a użytkownikami Games 2.0 przy uwzglȩdnieniu szerszego otoczenia społecznego. (shrink)