Unlocking the Power of Digital Commons: Data Cooperatives as a Pathway for Data Sovereign, Innovative and Equitable Digital Communities

نویسندگان

چکیده

Network effects, economies of scale, and lock-in-effects increasingly lead to a concentration digital resources capabilities, hindering the free equitable development entrepreneurship, new skills, jobs, especially in small communities their medium-sized enterprises (“SMEs”). To ensure affordability accessibility technologies, promote entrepreneurship community well-being, protect rights, we propose data cooperatives as vehicle for secure, trusted, sovereign exchange. In post-pandemic times, community/SME-led can play vital role by ensuring that supply chains support commons are uninterrupted, resilient, decentralized. Digital sovereignty provide with affordable easy access information ability collectively negotiate data-related decisions. Moreover, cooperative (a) infrastructure underpins modern economy, (b) preserve property (c) privatization monopolization do not further erode self-determination, world mediated AI. Thus, governance plays significant accelerating communities’/SMEs’ transformation addressing challenges. Cooperatives thrive on standards such open trusted application programming interfaces (“APIs”) increase efficiency, technological capacities participants and, most importantly, integrate, enable, accelerate SMEs overall process. This review article analyses an array transformative use cases underline potential governance. These case studies exemplify how platform cooperatives, through innovative value creation mechanisms, elevate dimension collaboration, thereby pressing societal issues. Guided our research aim, policy framework supports practical implementation federation platforms cooperatives. blueprint intends facilitate sustainable both Global South North, fostering inclusive strategies.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Systematic Review of Data Mining Applications in Digital Libraries

Purpose: Study aimed to identify the applications of data mining in the provision of services, collection and management of digital libraries. Methodology: This is an applied study in terms of purpose and in terms of method is qualitative research that have been done by systematic review method. For this purpose, articles have been obtained by searching databases of Springer, Emerald, ProQuest,...

متن کامل

Innovative Use of Opsite Flexigrid™ for Digital Photography in Rhinoplasty

Standardization of photography in plastic surgery is fundamental for pre-operative surgical planning, comparative post-operative assessment, and demonstration of surgical results.1 In rhinoplasty, slight changes in patient or camera position can lessen nasal hump, vary nose size, and alter skin tension.2 In order to prevent these common errors, photographic standardization with high-quality equ...

متن کامل

the clustering and classification data mining techniques in insurance fraud detection:the case of iranian car insurance

با توجه به گسترش روز افزون تقلب در حوزه بیمه به خصوص در بخش بیمه اتومبیل و تبعات منفی آن برای شرکت های بیمه، به کارگیری روش های مناسب و کارآمد به منظور شناسایی و کشف تقلب در این حوزه امری ضروری است. درک الگوی موجود در داده های مربوط به مطالبات گزارش شده گذشته می تواند در کشف واقعی یا غیرواقعی بودن ادعای خسارت، مفید باشد. یکی از متداول ترین و پرکاربردترین راه های کشف الگوی داده ها استفاده از ر...

A survey on digital data hiding schemes: principals, algorithms, and applications

This paper investigates digital data hiding schemes. The concept of information hiding will be explained at first, and its traits, requirements, and applications will be described subsequently. In order to design a digital data hiding system, one should first become familiar with the concepts and criteria of information hiding. Having knowledge about the host signal, which may be audio, image, ...

متن کامل

data mining rules and classification methods in insurance: the case of collision insurance

assigning premium to the insurance contract in iran mostly has based on some old rules have been authorized by government, in such a situation predicting premium by analyzing database and it’s characteristics will be definitely such a big mistake. therefore the most beneficial information one can gathered from these data is the amount of loss happens during one contract to predicting insurance ...

15 صفحه اول

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Digital

سال: 2023

ISSN: ['2673-6470']

DOI: https://doi.org/10.3390/digital3030011