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Generative Artificial Intelligence (GAI) has made outstanding strides in recent years, with a good-sized impact on software product management. Drawing on pertinent articles from 2016 to 2023, this systematic literature evaluation reveals…

软件工程 · 计算机科学 2023-06-08 Nishant A. Parikh

Changes, they use to say, are the only constant in life. Everything changes rapidly around us, and more and more key to survival is the ability to rapidly adapt to changes. This consideration applies to many aspects of our lives. Strangely…

软件工程 · 计算机科学 2015-04-16 Vincenzo De Florio , Chris Blondia

Materials discovery is decisive for tackling urgent challenges related to energy, the environment, health care and many others. In chemistry, conventional methodologies for innovation usually rely on expensive and incremental strategies to…

机器学习 · 计算机科学 2020-06-09 Daniel Schwalbe-Koda , Rafael Gómez-Bombarelli

The implications of technological innovation for sustainability are becoming increasingly complex with information technology moving machines from being mere tools for production or objects of consumption to playing a role in economic…

计算机与社会 · 计算机科学 2019-05-14 Salvador Pueyo

We envision future technologies through science fiction, strategic planning, or academic research. Yet, our expectations do not always match with what actually unfolds, much like navigating a story where some events align with expectations…

物理与社会 · 物理学 2024-12-12 Oh-Hyun Kwon , Jisung Yoon , Lav R. Varshney , Woo-Sung Jung , Hyejin Youn

We consider inventions as novel combinations of existing technological capabilities. Patent data allow us to explicitly identify such combinatorial processes in invention activities. Unconsidered in the previous research, not every new…

物理与社会 · 物理学 2016-03-22 Daniel Kim , Daniel Burkhardt Cerigo , Hawoong Jeong , Hyejin Youn

The capacity to adapt can greatly influence the success of systems that need to compensate for damaged parts, learn how to achieve robust performance in new environments, or exploit novel opportunities that originate from new technological…

适应与自组织系统 · 物理学 2011-12-15 James Whitacre , Axel Bender

The Fourth Industrial Revolution represents a fundamental change in how we live, work, and relate to one another. It is a new chapter in human development with remarkable technological advancements comparable to those of the first, second,…

密码学与安全 · 计算机科学 2022-09-07 Bandar Alsulaimani , Amanul Islam

Key generation is a promising technique to bootstrap secure communications for the Internet of Things (IoT) devices that have no prior knowledge between each other. In the past few years, a variety of key generation protocols and systems…

密码学与安全 · 计算机科学 2020-08-10 Weitao Xu , Junqing Zhang , Shunqi Huang , Chengwen Luo , Wei Li

Machine learning algorithms can now outperform classic economic models in predicting quantities ranging from bargaining outcomes, to choice under uncertainty, to an individual's future jobs and wages. Yet this predictive accuracy comes at a…

理论经济学 · 经济学 2025-08-27 Annie Liang

We study the implications of model uncertainty in a climate-economics framework with three types of capital: "dirty" capital that produces carbon emissions when used for production, "clean" capital that generates no emissions but is…

综合经济学 · 经济学 2023-10-23 Michael Barnett , William Brock , Lars Peter Hansen , Ruimeng Hu , Joseph Huang

Logic is playing an increasingly important role in the engineering of real-time, hybrid, and cyber-physical systems, but mostly in the form of posterior verification and high-level analysis. The core methodology in the design of real-world…

计算机科学中的逻辑 · 计算机科学 2014-09-16 Sicun Gao

Technological knowledge evolves not only through the generation of new ideas, but also through the reinterpretation of existing ones. Reinterpretations lead to changes in the classification of knowledge, that is, reclassification. This…

综合经济学 · 经济学 2025-06-11 Peter Persoon

We present a new conceptual definition of 'productivity' for sustainably developing research software. Existing definitions are flawed as they are short-term biased, thus devaluing long-term impact, which we consider to be the principal…

软件工程 · 计算机科学 2020-09-30 Spencer Smith , Jacques Carette

The classification of crime into discrete categories entails a massive loss of information. Crimes emerge out of a complex mix of behaviors and situations, yet most of these details cannot be captured by singular crime type labels. This…

计算与语言 · 计算机科学 2018-08-08 Da Kuang , P. Jeffrey Brantingham , Andrea L. Bertozzi

This study proposes an effective method to predict technology development from an evolutionary perspective. Product evolution is the result of technological evolution and market selection. A phylogenetic network is the main method to study…

计算工程、金融与科学 · 计算机科学 2024-07-16 Youwei He , Jeong-Dong Lee , Dawoon Jeong , Sungjun Choi , Jiyong Kim

For workers, the exposure to on-site hazards can result in fatalities and serious injuries. To improve safety outcomes, different approaches have been implemented for health and safety training in the construction sector, such as…

计算机与社会 · 计算机科学 2018-08-08 Yifan Gao , Vicente Gonzalez , Tak Wing Yiu

Model-driven engineering is the automatic production of software artefacts from abstract models of structure and functionality. By targeting a specific class of system, it is possible to automate aspects of the development process, using…

软件工程 · 计算机科学 2013-01-03 Chen-Wei Wang , Jim Davies

The data science revolution has led to an increased interest in the practice of data analysis. While much has been written about statistical thinking, a complementary form of thinking that appears in the practice of data analysis is design…

统计方法学 · 统计学 2023-05-24 Lucy D'Agostino McGowan , Roger D. Peng , Stephanie C. Hicks

Current consumer-protection debates focus on the powerful new data-analysis techniques that have disrupted the balance of power between companies and their customers. Online tracking enables sellers to amass troves of historical data, apply…

综合经济学 · 经济学 2024-12-31 Gregory M. Dickinson