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One important goal in sustainability is making technologies available to the maximum possible number of individuals, and especially to those living in less developed areas (Goal 9 of SDG). However, the diffusion of technical knowledge is…

Computers and Society · Computer Science 2019-10-15 Giorgio F. Signorini

We argue that the machine learning value chain is structurally unsustainable due to an economic data processing inequality: each state in the data cycle from inputs to model weights to synthetic outputs refines technical signal but strips…

Machine Learning · Computer Science 2026-01-16 Ruoxi Jia , Luis Oala , Wenjie Xiong , Suqin Ge , Jiachen T. Wang , Feiyang Kang , Dawn Song

Many scholarly societies face challenges in adapting their publishing to an open access model where neither authors nor readers pay any fees. Some have argued that one of the main barriers is the actual cost of publishing. The goal of this…

Digital Libraries · Computer Science 2025-07-22 Joppe Bos , Kevin S. McCurley

The rise of open access (OA) publishing has been followed by the expansion of the Article Publishing Charges (APC) that moves the financial burden of scholarly journal publishing from readers to authors. We introduce the results of an…

Digital Libraries · Computer Science 2022-05-25 Francisco Segado-Boj , Juan-Jose Prieto-Gutiérrez , Juan Martín-Quevedo

The concept of Science 2.0 was introduced almost a decade ago to describe the new generation of online-based tools for researchers allowing easier data sharing, collaboration and publishing. Although technically sound, the concept still…

Digital Libraries · Computer Science 2013-01-22 Vladimir B. Teif

The promise of "free and open" multi-terabyte datasets often collides with harsh realities. While these datasets may be technically accessible, practical barriers -- from processing complexity to hidden costs -- create a system that…

Computers and Society · Computer Science 2025-06-17 Marc Bara

Academic publishing is continuously evolving with the gradual adoption of new technologies. Blockchain is a new technology that promises to change how individuals and organizations interact across various boundaries. The adoption of…

Distributed, Parallel, and Cluster Computing · Computer Science 2018-09-25 Petr Novotny , Qi Zhang , Richard Hull , Salman Baset , Jim Laredo , Roman Vaculin , Daniel L. Ford , Donna N. Dillenberger

We propose an evolutionary competition model to investigate the green transition of firms, highlighting the role of adjustment costs, dynamically adjusted transition risk, and green technology progress in this process. Firms base their…

Theoretical Economics · Economics 2024-10-29 Davide Radi , Frank Westerhoff

Why do societies remain stuck in inferior institutions even when superior al ternatives are widely recognized? This paper develops a model in which agents choose not only actions within a game but also transformations of the game it self.…

Theoretical Economics · Economics 2026-05-22 Madjid Eshaghi Gordji , Mohammadali Berahman , Hasti Eshaghi

The domination of scientific publishing in the Global North by major commercial publishers is harmful to science. We need the most powerful members of the research community, funders, governments and Universities, to lead the drive to…

A new simple model of diffusion of innovations in a social network with upgrading costs is introduced. Agents are characterized by a single real variable, their technological level. According to local information agents decide whether to…

Statistical Mechanics · Physics 2009-11-07 X. Guardiola , A. Diaz-Guilera , C. J. Perez , A. Arenas , M. Llas

The scientific enterprise depends critically on the preservation of and open access to published data. This basic tenet applies acutely to phylogenies (estimates of evolutionary relationships among species). Increasingly, phylogenies are…

Populations and Evolution · Quantitative Biology 2017-02-08 Andrew F. Magee , Michael R. May , Brian R. Moore

Academic publishing is facing a crisis driven by exponential growth in submissions and an overwhelmed peer review system, leading to inconsistent decisions and a severe reviewer shortage. This paper introduces Panvas, a platform that…

Social and Information Networks · Computer Science 2025-03-25 Changlun Li , Yao Shi , Yuyu Luo , Nan Tang

The rise of AI has been rapid, becoming a leading sector for investment and promising disruptive impacts across the economy. Within the critical analysis of the economic impacts, AI has been aligned to the critical literature on data power…

Computers and Society · Computer Science 2025-09-15 Christopher Foster

Over the last two decades, research funders have adopted Open Access (OA) mandates, with various forms and success. While some funders emphasize gold OA through article processing charges, others favour green OA and repositories, leading to…

Digital Libraries · Computer Science 2026-03-05 Lucía Céspedes , Madelaine Hare , Simon van Bellen , Philippe Mongeon , Vincent Larivière

In this paper, we analyze the worst case efficiency loss of online platform designs under a networked Cournot competition model. Inspired by some of the largest platforms in operation today, the platform designs that we consider examine the…

Computer Science and Game Theory · Computer Science 2020-10-01 John Pang , Weixuan Lin , Hu Fu , Jack Kleeman , Eilyan Bitar , Adam Wierman

Recent research\cite{fort} has shown that in the 20th century there is an exponential growth of the number of published scientific papers, but new ideas has only a linear growth with time. The 19th and the first half of the 20th century saw…

Physics and Society · Physics 2022-01-21 Navinder Singh

This study presents estimates of the global expenditure on article processing charges (APCs) paid to six publishers for open access between 2019 and 2023. APCs are fees charged for publishing in some fully open access journals (gold) and in…

Digital Libraries · Computer Science 2024-07-24 Stefanie Haustein , Eric Schares , Juan Pablo Alperin , Madelaine Hare , Leigh-Ann Butler , Nina Schönfelder

Preprint is a version of a scientific paper that is publicly distributed preceding formal peer review. Since the launch of arXiv in 1991, preprints have been increasingly distributed over the Internet as opposed to paper copies. It allows…

Digital Libraries · Computer Science 2021-02-19 Boya Xie , Zhihong Shen , Kuansan Wang

We modify the standard model of price competition with horizontally differentiated products, imperfect information, and search frictions by allowing consumers to flexibly acquire information about a product's match value during their…

Theoretical Economics · Economics 2021-04-28 Vasudha Jain , Mark Whitmeyer