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Engineering, Electrical & Electronic
Jiantao Wu et al.
Summary: Climate change is considered as one of the biggest challenges in the 21st century, resulting in more frequent extreme weather events. While the impact of climate change on various industries has been well-documented, its influence on the tourism economy remains to be fully understood. This article applies knowledge graph techniques, particularly analyzing weather data, to enhance the understanding of the relationship and interaction between climate and a country's tourism economy. Through the knowledge gained from the knowledge graph, it is expected that the quality of life and tourism industry of a country can be improved.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
(2023)
Article
Computer Science, Cybernetics
Fernando Terroso-Saenz et al.
Summary: Music listening choices can reflect people's emotions, and this study analyzes the most popular songs from 52 countries on Spotify to explore mood trends and contextual factors. A multivariate time series model is proposed to predict preferred music types based on previous listening patterns and contextual factors, showing changes due to the pandemic. The resulting prediction model can forecast music listening preferences in different countries with a low error rate, providing insights for the music and marketing industry.
ENTERTAINMENT COMPUTING
(2023)
Article
Public, Environmental & Occupational Health
Catherine Bravo et al.
Summary: This study focuses on the attitude and behavior of German travelers towards vaccination, as well as their activities in seeking travel-related health information. Using web scraping techniques, the researchers analyzed comments on German travel-related sites and identified eight different traveler personas based on their behavior and preferences. Malaria and rabies were the most commented diseases, and the personas of middle-class family women and upper-class active men were the most active in online conversations regarding endemic diseases and vaccines.
JOURNAL OF TRAVEL MEDICINE
(2022)
Article
Green & Sustainable Science & Technology
Li Zhao et al.
Summary: This study analyzes the visual and textual information posted by sustainable fashion brands on social media and finds that the content is consistent with their brand identities and sustainability goals. The study also shows that social media users are more likely to leave comments on posts using expressive and directive acts.
Article
Physics, Multidisciplinary
Guang Zeng et al.
Summary: This study explored the influence of music on pedestrian flow and movement through a series of experiments. The results showed that both the type of music and the instruction method can affect the walking speed of pedestrians. Motivational music led to faster walking, while nonmotivational music slowed down pedestrians at low density and sped them up at high density. Additionally, the study found that music can improve pedestrian flow. This research is important for understanding the impact of music on pedestrian dynamics.
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
(2022)
Article
Computer Science, Cybernetics
Nacer Farajzadeh et al.
Summary: Music genres are important tools for organizing music and targeting different markets. This research introduces a new deep neural network-based method for automatically classifying Persian music genres, which shows acceptable accuracy in the dataset test.
ENTERTAINMENT COMPUTING
(2022)
Article
Computer Science, Artificial Intelligence
Angelo Cesar Mendes da Silva et al.
Summary: This paper introduces a new method for learning multimodal representations by constructing representations that combine different musical features and explore similarity simultaneously. The proposed method achieves the best results in comparative evaluation and highlights the discriminative power of multimodality in musical representations.
EXPERT SYSTEMS WITH APPLICATIONS
(2022)
Article
Business
Mi Zhou et al.
Summary: The study introduces a novel video feature framework based on machine learning and computer vision techniques, helping marketers predict and understand online video consumption from a content-based perspective. By analyzing data sets from MasterClass and Crash Course, the framework accurately predicts individual-level consumer behavior and aggregate video popularity in different contexts. The findings and methods discussed can be applied to advance management and marketing research with unstructured video data in various other contexts such as video marketing and entertainment analytics.
JOURNAL OF MARKETING RESEARCH
(2021)
Article
Psychology, Applied
Darko Babic et al.
Summary: The study found that different music genres have an impact on drivers' behavior and visual scanning of the environment. Participants drove at the highest average speed while listening to Balkan folk and metal music, while other genres and no music condition had a similar influence on driving speed.
TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR
(2021)
Article
Oncology
Lillie O'steen et al.
Summary: This study aimed to evaluate the influence of music therapy on anxiety during radiation therapy for cancer in women. Results showed that music did not significantly reduce anxiety levels in female patients undergoing radiation therapy.
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
(2021)
Article
Food Science & Technology
Solciaray Cardoso Soares Estefan de Paula et al.
Summary: The study suggests that music and package labeling can influence beer consumers' attitudes and behaviors, with music and labeling having a positive impact on sensory acceptance and intent to purchase craft beer. Industrial beer generally received better evaluation scores in various conditions compared to craft beer.
FOOD QUALITY AND PREFERENCE
(2021)
Article
Physics, Multidisciplinary
Archi Banerjee et al.
Summary: This study aims to quantitatively analyze the relationship between the complexity of audio signals and the neurocognitive attributes, by examining the changes in pitch, loudness, and timbre of sound. EEG experiments were conducted to observe how the brain responds to variations in these basic components of sound. The results indicate a correlation between linear parameters and nonlinear features in the acoustic domain, while also revealing new information about the cognition of sound features in the human brain.
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
(2021)
Article
Computer Science, Artificial Intelligence
Jerry Chun-Wei Lin et al.
Summary: This study explores the importance of mining high-utilization patterns in market engineering and proposes a new approach based on clustering models and a compact genetic algorithm to discover high-utility closed patterns more quickly and accurately. Experimental results show that this method outperforms existing methods in terms of runtime performance and mining results.
APPLIED SOFT COMPUTING
(2021)
Article
Mathematics, Interdisciplinary Applications
Tisara Kumarasinghe et al.
Summary: This study investigated the synchronization of brain and heart responses to different auditory stimuli, revealing a strong correlation between the complexities of EEG signals and heart rate variability. This finding demonstrates the synchronization of brain and heart responses to auditory stimuli from a complexity perspective.
FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY
(2021)
Article
Computer Science, Software Engineering
Francois Levesque et al.
Summary: This paper proposes a new method for exploring and understanding a specific type of multilayered graph by combining a large bipartite graph with a set of tree structures. The interactive visualization tool MuzLink allows users to navigate, search, locate, and compare relationships between musical artists through the exploration of musical adaptations. User studies with BAnQ users and two case studies demonstrate the proposed approach is capable of performing a wide range of analytical and exploratory tasks.
INFORMATION VISUALIZATION
(2021)
Review
Surgery
Victor X. Fu et al.
Summary: Environmental noise pollution is considered a general stressor, especially in hospitals. Higher noise levels in the operation room have a negative impact on patient outcome and performance by operation room staff. Most surveyed staff perceive playing music during surgery as beneficial for improving individual and team performance.
JOURNAL OF SURGICAL RESEARCH
(2021)
Article
Multidisciplinary Sciences
Steffen A. Herff et al.
Summary: This study draws from the observation that music can influence the imagined content during non-directed mind-wandering, as well as the finding that relative orientation within time and space is retained in imagination. It reveals strong evidence that music can influence the vividness, sentiment, imagined time passed, and distances traveled in directed imagination tasks, with aspects of these effects being modeled through features such as tempo. The results highlight music's potential to support therapies such as Exposure Therapy and Imagery Rescripting, which deploy directed imagination as a clinical tool.
SCIENTIFIC REPORTS
(2021)
Article
Mathematical & Computational Biology
Chen Xi
Summary: This paper studies the influencing factors of music emotion expression, proposes an analysis model based on the PSO-BP neural network, and verifies its effectiveness through multiple experiments.
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE
(2021)
Article
Computer Science, Information Systems
Sabin C. Buraga et al.
Summary: A knowledge-driven approach is proposed for assessing the influence of music on university students, using modeling and interactive pilot studies. The statistical analysis suggests that music listening significantly impacts students' cognitive abilities in various contexts. The study also incorporates semantic enhancement, knowledge graph creation, and a knowledge-based persona Web smart editor.
CMC-COMPUTERS MATERIALS & CONTINUA
(2021)
Article
Economics
Jonathan Daniel Gomez-Zapata et al.
Summary: The study evaluates the economic and social impact of the music education program at the Medellin Music School Network on participants. Results show that the program significantly reduces the probability of participants' involvement in conflict, improves their quality of life, and enhances academic performance and cultural consumption.
JOURNAL OF CULTURAL ECONOMICS
(2021)
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Computer Science, Information Systems
Yan Shi et al.
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
(2020)
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Chemistry, Multidisciplinary
Raza Hasan et al.
APPLIED SCIENCES-BASEL
(2020)
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Multidisciplinary Sciences
Marek Franek et al.
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Computer Science, Cybernetics
Cataldo Musto et al.
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES
(2019)
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Computer Science, Cybernetics
Ivana Andjelkovic et al.
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES
(2019)
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Ecology
Arjan S. Gosal et al.
ECOSYSTEM SERVICES
(2019)
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Computer Science, Cybernetics
Salman Cheema et al.
ENTERTAINMENT COMPUTING
(2013)
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Computer Science, Cybernetics
Y. Lin et al.
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES
(2009)
Article
Mechanics
Vincent D. Blondel et al.
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
(2008)
Article
Anthropology
Phillip Bonacich
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Multidisciplinary Sciences
AL Barabási et al.
SCIENTIFIC AMERICAN
(2003)
