Sep 2026· Zenodo (CERN European Organization for Nuclear Research)
Web and Library Services
Abstract
Abstract The World Wide Web has evolved from a predominantly static information environment into an increasingly interactive, semantic, distributed and intelligent digital ecosystem. The earlier study on Web 1.0 to Web 3.0 described the transition from the read-only web to the read-write social web and then toward the semantic web. This revised study extends that framework to Web 4.0 and examines the technological and conceptual changes across the four stages. Web 1.0 is characterized by static pages, one-way information delivery and limited user participation; Web 2.0 emphasizes interaction, user-generated content, social networking and web applications; Web 3.0 is associated with semantic interoperability, decentralized architectures, data ownership and intelligent processing; and Web 4.0 is increasingly discussed as an intelligent or symbiotic web in which artificial intelligence, Internet of Things (IoT), cloud/edge computing, augmented and virtual reality, machine-to-machine communication and autonomous agents can interact with people and each other. The literature does not provide one universally accepted definition of Web 4.0, so this paper treats it as an emerging research and technology paradigm rather than a fixed technical standard. The study also discusses implications for libraries and information services, including intelligent discovery, personalized services, virtual assistance, semantic knowledge organization and human-machine collaboration. The paper concludes that the movement from Web 1.0 to Web 4.0 represents a shift from information access toward participation, meaning, intelligence and increasingly symbiotic interaction.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The perception of the impact of agile methods is predominantly positive, and several challenge areas were discovered, but based on this study, agile methods are here to stay.
M. Laanti, O. Salo, P. Abrahamsson· Information and Software Tec...· 260 citations· ⚡20
For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
Microsoft Research Blog· microsoft.comOct 15, 2026
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.
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