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Scientific data governance should prioritize maximizing the utility of data throughout the research lifecycle. Research software systems that enable analysis reproducibility inform data governance policies and assist administrators in…

Operations and Supply Chain Management (OSCM) has continually evolved, incorporating a broad array of strategies, frameworks, and technologies to address complex challenges across industries. This encyclopedic article provides a…

Computers and Society · Computer Science 2025-06-24 Fotios Petropoulos , Henk Akkermans , O. Zeynep Aksin , Imran Ali , Mohamed Zied Babai , Ana Barbosa-Povoa , Olga Battaïa , Maria Besiou , Nils Boysen , Stephen Brammer , Alistair Brandon-Jones , Dirk Briskorn , Tyson R. Browning , Paul Buijs , Piera Centobelli , Andrea Chiarini , Paul Cousins , Elizabeth A. Cudney , Andrew Davies , Steven J. Day , René de Koster , Rommert Dekker , Juliano Denicol , Mélanie Despeisse , Stephen M. Disney , Alexandre Dolgui , Linh Duong , Malek El-Qallali , Behnam Fahimnia , Fatemeh Fakhredin , Stanley B. Gershwin , Salar Ghamat , Vaggelis Giannikas , Christoph H. Glock , Janet Godsell , Kannan Govindan , Claire Hannibal , Anders Haug , Tomislav Hernaus , Juliana Hsuan , Dmitry Ivanov , Marianne Jahre , Björn Johansson , Madan Shankar Kalidoss , Argyris Kanellopoulos , Devika Kannan , Elif Karul , Konstantinos V. Katsikopoulos , Ayse Begüm Kilic-Ararat , Rainer Kolisch , Maximilian Koppenberg , Maneesh Kumar , Yong-Hong Kuo , Andrew Kusiak , Michael A. Lewis , Stanley Frederick W. T. Lim , Veronique Limère , Jiyin Liu , Omid Maghazei , Matija Marić , Joern Meissner , Miranda Meuwissen , Pietro Micheli , Samudaya Nanayakkara , Bengü Nur Özdemir , Thanos Papadopoulos , Stephen Pavelin , Srinath Perera , Wendy Phillips , Dennis Prak , Hubert Pun , Sharfah Ahmad Qazi , Usha Ramanathan , Gerald Reiner , Ewout Reitsma , Jens K. Roehrich , Nada R. Sanders , Joseph Sarkis , Nico André Schmid , Christoph G. Schmidt , Andreas Schroeder , Kostas Selviaridis , Stefan Seuring , Chuan Shi , Byung-Gak Son , Martin Spring , Brian Squire , Wendy van der Valk , Dirk Pieter van Donk , Geert-Jan van Houtum , Miriam Wilhelm , Finn Wynstra , Ting Zheng

Cybersecurity governance influences the quality of strategic decision-making to ensure cyber risks are managed effectively. Board of Directors are the decisions-makers held accountable for managing this risk; however, they lack adequate and…

Cryptography and Security · Computer Science 2023-11-30 Anita Modi , Ievgeniia Kuzminykh , Bogdan Ghita

Data science has become increasingly essential for the production of official statistics, as it enables the automated collection, processing, and analysis of large amounts of data. With such data science practices in place, it enables more…

Machine Learning · Statistics 2023-06-08 Cedric De Boom , Michael Reusens

Individuals and organizations cope with an always-growing amount of data, which is heterogeneous in its contents and formats. An adequate data management process yielding data quality and control over its lifecycle is a prerequisite to…

The second industrial revolution saw the development of management methods tailored to the challenges of the times: firstly, the need for mass production, and then, the pursuit of improved quality and customer satisfaction, followed by a…

Physics and Society · Physics 2026-01-13 Brunet Luc E. , Longcôté Éric

As testified by new regulations like the European AI Act, worries about the human and societal impact of (autonomous) software technologies are becoming of public concern. Human, societal, and environmental values, alongside traditional…

Software Engineering · Computer Science 2024-12-30 Marco Autili , Martina De Sanctis , Paola Inverardi , Patrizio Pelliccione

During the last decade or so, we have had a deluge of data from not only science fields but also industry and commerce fields. Although the amount of data available to us is constantly increasing, our ability to process it becomes more and…

Distributed, Parallel, and Cluster Computing · Computer Science 2017-04-13 Nhien-An Le-Khac , Lamine Aouad , M-Tahar Kechadi

Over the past decades, network systems have surged in significance, driven by merging technological advancements. These systems play pivotal roles in diverse applications ranging from autonomous driving to smart grids, yet they confront…

Systems and Control · Electrical Eng. & Systems 2025-11-20 Gang Wang , Wenjie Liu , Yifei Li , Xin Wang , Jian Sun , Jie Chen

Integrating on-chain and off-chain data storage for decentralised and distributed information systems, such as blockchain, presents specific challenges for providing transparency of data governance and ensuring data integrity through…

Cryptography and Security · Computer Science 2022-07-04 Shoufeng Cao , Thomas Miller , Marcus Foth , Warwick Powell , Xavier Boyen , Charles Turner-Morris

The management of data and digital assets poses various challenges, including the need to adhere to legal requirements with respect to personal data protection and copyright. Usage control technologies could be used by software platform…

Cryptography and Security · Computer Science 2022-03-10 Ines Akaichi , Sabrina Kirrane

The data revolution continues to transform every sector of science, industry and government. Due to the incredible impact of data-driven technology on society, we are becoming increasingly aware of the imperative to use data and algorithms…

Databases · Computer Science 2019-03-12 Serge Abiteboul , Julia Stoyanovich

"Data" is becoming an indispensable production factor, just like land, infrastructure, labor or capital. As part of this, a myriad of applications in different sectors require huge amounts of information to feed models and algorithms…

Databases · Computer Science 2022-01-13 Santiago Andrés Azcoitia , Nikolaos Laoutaris

With the general trend towards data-driven decision making (DDDM), organizations are looking for ways to use DDDM to improve their decisions. However, few studies have looked into the practitioners view of DDDM, in particular for agile…

Software Engineering · Computer Science 2019-04-09 Richard Berntsson Svensson , Robert Feldt , Richard Torkar

Data has been increasingly recognized as a critical factor in the future economy. However, constructing an efficient data trading market faces challenges such as privacy breaches, data monopolies, and misuse. Despite numerous studies…

Computers and Society · Computer Science 2024-07-17 Yi Yu , Jingru Yu , Xuhong Wang , Juanjuan Li , Yilun Lin , Conghui He , Yanqing Yang , Yu Qiao , Li Li , Fei-Yue Wang

While manufacturers have been generating highly distributed data from various systems, devices and applications, a number of challenges in both data management and data analysis require new approaches to support the big data era. These…

Databases · Computer Science 2018-12-14 JunPing Wang , WenSheng Zhang , YouKang Shi , ShiHui Duan , Jin Liu

The rapid advancement of artificial intelligence has positioned data governance as a critical concern for responsible AI development. While frameworks exist for conventional AI systems, the potential emergence of Artificial General…

Computers and Society · Computer Science 2025-08-19 Masayuki Hatta

Data is essential to train and fine-tune today's frontier artificial intelligence (AI) models and to develop future ones. To date, academic, legal, and regulatory work has primarily addressed how data can directly harm consumers and…

Artificial Intelligence · Computer Science 2025-06-03 Jason Hausenloy , Duncan McClements , Madhavendra Thakur

As platform ecosystems are growing by platform users' data, the importance of data governance has been highlighted. In particular, how to share control and decision rights with platform users are regarded as significant design issues since…

Software Engineering · Computer Science 2017-06-26 Sung Une Lee , Liming Zhu , Ross Jeffery

Recently, platform ecosystem has received attention as a key business concept. Sustainable growth of platform ecosystems is enabled by platform users supplying and/or demanding content from each other: e.g. Facebook, YouTube or Twitter. The…

Computers and Society · Computer Science 2017-05-11 Sung Une Lee , Liming Zhu , Ross Jeffery