scholarly journals Next Generation Crowdsourcing for Collective Intelligence

Author(s):  
John Prpić

New techniques leveraging IT-mediated crowds such as Crowdsensing, Situated Crowdsourcing, Spatial Crowdsourcing, and Wearables Crowdsourcing have now materially emerged. These techniques, here termed next generation Crowdsourcing, serve to extend Crowdsourcing efforts beyond the heretofore dominant desktop computing paradigm. Employing new configurations of hardware, software, and people, these techniques represent new forms of organization for IT-mediated crowds (Prpić et al 2015; 2015b, 2015c, 2015d, Prpić & Shukla 2013; 2014; 2016). However, it is not known how these new techniques change the processes and outcomes of IT-mediated crowds for Collective Intelligence purposes? The aim of this exploratory work is to begin to answer this question. The work ensues by outlining the relevant findings of the first generation Crowdsourcing paradigm, before reviewing the emerging literature pertaining to the new generation of Crowdsourcing techniques. Premised on this review, a collectively exhaustive and mutually exclusive typology is formed, organizing the next generation Crowdsourcing techniques along two salient dimensions common to all first generation Crowdsourcing techniques. As a result, this work situates the next generation Crowdsourcing techniques within the extant Crowdsourcing literature, and identifies new research avenues stemming directly from the analysis.Prpić, J. (2016). Next Generation Crowdsourcing for Collective Intelligence. Collective Intelligence Conference, 2016. Stern School of Business, NYU.

2014 ◽  
Vol 62 (6) ◽  
pp. 431 ◽  
Author(s):  
Glenn M. Shea

The foundation of the Australian Society of Herpetologists in 1964 occurred at a time of change in Australian herpetology, as university-based herpetological studies began to spread, both within and between institutions, and a new generation of museum researchers was employed. The Society’s foundation can be traced to a single lineage of anuran research at the University of Western Australia, which flowered in the 1950s with the stimulus of new techniques and technology introduced to Australia by John Alexander Moore and then spread to the University of Melbourne and Monash University as former students established new research groups. This stimulus coincided with new zoology staff appointments, particularly of New Zealand herpetologists, at the University of Sydney and the Australian National University, all of whom began to support students working on herpetological topics. The spreading of herpetology across institutions and scientific disciplines necessitated increasing communication, provided by the Society through its newsletters and meetings, and the Society has continued to expand over the half a century of its existence, and in turn encouraged the diversification of Australian herpetological research and the training of new generations of herpetological students.


2020 ◽  
Author(s):  
Lungwani Muungo

The purpose of this review is to evaluate progress inmolecular epidemiology over the past 24 years in canceretiology and prevention to draw lessons for futureresearch incorporating the new generation of biomarkers.Molecular epidemiology was introduced inthe study of cancer in the early 1980s, with theexpectation that it would help overcome some majorlimitations of epidemiology and facilitate cancerprevention. The expectation was that biomarkerswould improve exposure assessment, document earlychanges preceding disease, and identify subgroupsin the population with greater susceptibility to cancer,thereby increasing the ability of epidemiologic studiesto identify causes and elucidate mechanisms incarcinogenesis. The first generation of biomarkers hasindeed contributed to our understanding of riskandsusceptibility related largely to genotoxic carcinogens.Consequently, interventions and policy changes havebeen mounted to reduce riskfrom several importantenvironmental carcinogens. Several new and promisingbiomarkers are now becoming available for epidemiologicstudies, thanks to the development of highthroughputtechnologies and theoretical advances inbiology. These include toxicogenomics, alterations ingene methylation and gene expression, proteomics, andmetabonomics, which allow large-scale studies, includingdiscovery-oriented as well as hypothesis-testinginvestigations. However, most of these newer biomarkershave not been adequately validated, and theirrole in the causal paradigm is not clear. There is a needfor their systematic validation using principles andcriteria established over the past several decades inmolecular cancer epidemiology.


Author(s):  
Elisabeth Schimpfössl

Chapter 7 focuses on the upbringing of the second generation of the Russian bourgeoisie. As the first generation of wealthy Russians grows older, they are becoming more aware of their own mortality and are preparing to hand over their wealth to the next generation. It seems that rich Russians are yet to find a convincing narrative to justify their children’s legitimate entitlement to wealth that does not contradict their own everyday ideology of being self-made. Nevertheless, a two-pronged approach is emerging. First, in line with the shift toward new modesty, children are being encouraged to cultivate a habitus of privilege, as Sherman suggests in the case with wealthy US Americans, which makes them appear morally worthy in an environment marked by extreme inequality. Second, via their philanthropy the rich are supporting institutions and scholars in an effort to strengthen a dynamic capitalist environment in which privileged status is respected.


2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Carolin M. Kobras ◽  
Andrew K. Fenton ◽  
Samuel K. Sheppard

AbstractMicrobiology is at a turning point in its 120-year history. Widespread next-generation sequencing has revealed genetic complexity among bacteria that could hardly have been imagined by pioneers such as Pasteur, Escherich and Koch. This data cascade brings enormous potential to improve our understanding of individual bacterial cells and the genetic basis of phenotype variation. However, this revolution in data science cannot replace established microbiology practices, presenting the challenge of how to integrate these new techniques. Contrasting comparative and functional genomic approaches, we evoke molecular microbiology theory and established practice to present a conceptual framework and practical roadmap for next-generation microbiology.


2011 ◽  
Vol 7 (S284) ◽  
pp. 301-305
Author(s):  
Steven P. Bamford ◽  
Boris Häußler ◽  
Alex Rojas ◽  
Marina Vika ◽  
Jim Cresswell

AbstractOur project, ‘MegaMorph’, is developing a next-generation tool for decomposing galaxies, in terms of both their structures and stellar populations. By combining data from UV to NIR wavelengths, accounting for morphological peculiarities using non-parametric components, and utilising efficient likelihood sampling methods, we are working to significantly improve the robustness and accuracy of galaxy decomposition. Applying these new techniques to modern large surveys will provide us with a deeper understanding of galaxies.


Author(s):  
Paul J. Stoller ◽  
Anthony LoRe ◽  
William Crellin ◽  
Robert Hauser

This paper discusses one of the key lessons learned from administering the first generation of service agreements for public owners of waste-to-energy (WTE) facilities over the past 22 years and how those experiences were incorporated into a new service agreement for the operation and maintenance of Pinellas County’s 24 year old, 3,000 tpd WTE Facility to better protect the county’s interests. Additionally, a major issue raised by the operating companies during the competitive procurement process for continue operation of the facility is discussed and how that concern was addressed in the new service agreement is also presented. Capitalized words or terms used in this paper are defined within the new service agreement.


Author(s):  
Epaminondas Kapetanios

In this article, the author explores the notion of Collective Intelligence (CI) as an emerging computing paradigm. The article is meant to provide a historical and contextual view of CI through the lenses of as many related disciplines as possible (biology, sociology, natural and environmental sciences, physics) in conjunction with the computer science point of view. During this explorative journey, the article also aims at pinpointing the current strengths and weaknesses of CI-related computational and system engineering design and implementation methodologies of CI-based systems. A non-exhaustive list of case studies set up the stage for CI applications as well as challenging research questions. These can be particularly directed towards the Social Web, as a very prominent example of synergistic interactions of a group of people with diverse cultural and professional backgrounds and its potential to become a platform for the emergence of truly CI-based systems.


2021 ◽  
Author(s):  
Jewell N Walters ◽  
Blake Schouest ◽  
Ami Patel ◽  
Emma L Reuschel ◽  
Katherine Schultheis ◽  
...  

The enhanced transmissibility and immune evasion associated with emerging SARS-CoV-2 variants demands the development of next-generation vaccines capable of inducing superior protection amid a shifting pandemic landscape. Since a portion of the global population harbors some level of immunity from vaccines based on the original Wuhan-Hu-1 SARS-CoV-2 sequence or natural infection, an important question going forward is whether this immunity can be boosted by next-generation vaccines that target emerging variants while simultaneously maintaining long-term protection against existing strains. Here, we evaluated the immunogenicity of INO-4800, our synthetic DNA vaccine candidate for COVID-19 currently in clinical evaluation, and INO-4802, a next-generation DNA vaccine designed to broadly target emerging SARS-CoV-2 variants, as booster vaccines in nonhuman primates. Rhesus macaques primed over one year prior with the first-generation INO-4800 vaccine were boosted with either INO-4800 or INO-4802 in homologous or heterologous prime-boost regimens. Both boosting schedules led to an expansion of antibody responses which were characterized by improved neutralizing and ACE2 blocking activity across wild-type SARS-CoV-2 as well as multiple variants of concern. These data illustrate the durability of immunity following vaccination with INO-4800 and additionally support the use of either INO-4800 or INO-4802 in prime-boost regimens.


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