Using big data from long-form recordings to study development and optimize societal impact.
Sign Up to like & getrecommendations! Published in 2022 at "Advances in child development and behavior"
DOI: 10.1016/bs.acdb.2021.12.001
Abstract: Big data are everywhere. In this chapter, we focus on one source: long-form, child-centered recordings collected using wearable technologies. Because these recordings are simultaneously unobtrusive and encompassing, they may be a breakthrough technology for clinicians… read more here.
Keywords: development; big data; form recordings; data long ... See more keywords
Using big data to explore worldwide trends in objective sleep in the transition to adulthood.
Sign Up to like & getrecommendations! Published in 2019 at "Sleep medicine"
DOI: 10.1016/j.sleep.2019.07.024
Abstract: BACKGROUND Development induces changes in sleep, and its duration has been reported to change as a function of aging. Additionally, sleep timing is a marker of pubertal maturation, where during adolescence, the circadian rhythm shifts… read more here.
Keywords: sleep duration; differences sleep; using big; adulthood ... See more keywords
Using AI and big data analytics to support entrepreneurial decisions in the digital economy
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-20871-4
Abstract: Despite extensive research on AI’s theoretical benefits in entrepreneurship, few studies compare machine learning models’ effectiveness using real-world data or address challenges like model interpretability and overfitting. This study investigates how AI-driven big data analytics… read more here.
Keywords: gradient boosting; data analytics; digital economy; big data ... See more keywords
Using big data to make better decisions in the digital economy
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Production Research"
DOI: 10.1080/00207543.2017.1331051
Abstract: The question this special issue would like to address is how to harvest big data to help decision-makers to deliver better fact-based decisions aimed at improving performance or to create better strategy? This special issue… read more here.
Keywords: big data; data make; digital economy; using big ... See more keywords
Development and validation of HBV surveillance models using big data and machine learning
Sign Up to like & getrecommendations! Published in 2024 at "Annals of Medicine"
DOI: 10.1080/07853890.2024.2314237
Abstract: Abstract Background The construction of a robust healthcare information system is fundamental to enhancing countries’ capabilities in the surveillance and control of hepatitis B virus (HBV). Making use of China’s rapidly expanding primary healthcare system,… read more here.
Keywords: hbv; surveillance; language; medicine ... See more keywords
Research challenges and opportunities for using big data in global change biology.
Sign Up to like & getrecommendations! Published in 2020 at "Global change biology"
DOI: 10.1111/gcb.15317
Abstract: Global change biology has been entering a big data era due to the vast increase in availability of both environmental and biological data. Big data refers to large data volume, complex data sets, and multiple… read more here.
Keywords: big data; global change; biology; using big ... See more keywords
Using the big five inventory to evaluate the personality traits of Australian pharmacists
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Pharmacy Practice"
DOI: 10.1111/ijpp.12597
Abstract: Pharmacist personality traits may explain the incomplete uptake of extended scope pharmacy practice roles. The objective of this study was to explore the personality traits of Australian pharmacists using the Big Five Inventory (BFI). read more here.
Keywords: personality traits; big five; using big; personality ... See more keywords
Using big data to promote precision oral health in the context of a learning healthcare system
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Public Health Dentistry"
DOI: 10.1111/jphd.12354
Abstract: There has been a call for evidence-based oral healthcare guidelines, to improve precision dentistry and oral healthcare delivery. The main challenges to this goal are the current lack of up-to-date evidence, the limited integrative analytical… read more here.
Keywords: big data; oral health; using big; health ... See more keywords
Using Big Data-Based Neural Network Parallel Optimization Algorithm in Sports Fatigue Warning
Sign Up to like & getrecommendations! Published in 2021 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2021/2747940
Abstract: In high-paced and efficient life and work, fatigue is one of the important factors that cause accidents such as traffic and medical accidents. This study designs a feature map-based pruning strategy (PFM), which effectively reduces… read more here.
Keywords: human eye; fatigue; using big; neural network ... See more keywords
To do more, better, faster and more cheaply: using big data in public administration
Sign Up to like & getrecommendations! Published in 2017 at "International Review of Administrative Sciences"
DOI: 10.1177/0020852316640058
Abstract: Big data have become a game-changer for modern public administration in those areas in which they are used. Although their application is still limited in the public sector, their use develops dynamically in areas where… read more here.
Keywords: big data; public administration; using big; data methods ... See more keywords
Using big data to measure cultural tourism in Europe
Sign Up to like & getrecommendations! Published in 2024 at "Tourism Economics"
DOI: 10.1177/13548166241273604
Abstract: International tourism statistics are notorious for being overly aggregated, lacking in detailed tourist information, not timely, and often provided only on an annual basis. We suggest a unique, complementary data-driven approach relying on big data… read more here.
Keywords: economics; tourism; measure cultural; big data ... See more keywords