The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future by Timothy E Hewett, Greg Olsen, Mark Atkinson

“…Practitioners of data science in human health-related domains typically see a world that differs substantially from practitioners in other domains such as advertising, finance, e-commerce, manufacturing, or social networking. This commentary discusses what those differences are (Project vs Product Focus, Independent vs Integrated Efforts, Causality vs Prediction Driven, Statistical vs Machine Learning Centricity) why they exist, and the future convergence that we believe is on the horizon. …”
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L'e-santé en France : déclinaisons et implications territoriales by Joy Raynaud

“…Telemedicine facilitates access to care but is not a measure for compensating the lack of doctors: territorial anchoring and knowledge of the health and medical-social network are essential. These issues reaffirm the importance of local health governance, which relies on the population and territorial responsibility of health professionals and their coordination ability to meet the health needs of their territory.…”
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Blockchain-based secure and fair crowdsourcing scheme by Junwei Zhang, Wenxuan Cui, Jianfeng Ma, Chao Yang

“…The crowdsourcing schemes which utilize the social network to solve complex tasks are an important part of open cooperation over the Internet. …”
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Gender and community development in Iran with emphasize in driving force the case study: Nemat Abad Tehran by Mohammad Eskandari Sani

“…According to the findings it is recommended that, the strategy for development of community-based planning can be very effective in urban planning system in Iran as this strategy for host communities could bring about social welfare, justice, and socio- economic suitability. Also Social Network, marriage, education level, employment are the most important elements that affect women's participation in the development of community-driven development programs.…”
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Investigation of high school students’ social emotional learning skills and social media use by Harun Şahin, Meriç Eraslan, Muhammed Ali Özkan

“…The results indicate a slight, adverse connection between the social–emotional learning abilities of students and their utilization of social networking sites. Furthermore, the research revealed that the average ratings for both social–emotional learning abilities and social media usage were moderate. …”
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Exploring the use of mobile phone data for domestic tourism trip analysis by Maarten Vanhoof, Liane Hendrickx, Aare Puussaar, Gert Verstraeten, Thomas Ploetz, Zbigniew Smoreda

“…We show how temporal patterns of mobile phone use differ from baseline behaviour, how destinations of trips can algorithmically be derived, and how future research can integrate information on the activation of the social network. Our main contribution is that we describe current barriers and sketch direction for future research.…”
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Theorising unconventional climate advocates and their relationship to the environmental movement by R. M. Colvin, Robyn E. Gulliver, Xiongzhi Wang, Ajay Adhikari, Sarah J. Boddington, Kelly S. Fielding, Winnifred R. Louis

“…In this paper we theorise ‘unconventional climate advocates’ as those who combine advocacy for climate action with a social identity that departs from the prototypical environmentalist identity. Using social network analysis we show that unconventional climate advocates in Australia are peripheral to the main environmental movement, that is, the conventional advocates for climate action. …”
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Building a High-Performance Graph Storage on Top of Tree-Structured Key-Value Stores by Heng Lin, Zhiyong Wang, Shipeng Qi, Xiaowei Zhu, Chuntao Hong, Wenguang Chen, Yingwei Luo

“…Additionally, TuGraph demonstrates superior performance in the Linked Data Benchmark Council (LDBC) Social Network Benchmark (SNB) interactive benchmark.…”
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Mediating Effect of Organizational Learning Capacity on the Relationship between Relational Embeddedness and Innovation Performance in Freight Logistics Service by Pengxia Bai, Qunqi Wu, Qian Li, Chenlei Xue, Lei Zhang

“…Firstly, a theoretical model is constructed based on Social Network Theory, and four research hypotheses are presented. …”
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Metaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach by Camilo Chacon Sartori, Christian Blum, Filippo Bistaffa, Guillem Rodriguez Corominas

“…The resulting hybrid method, tested in the context of a social network-based combinatorial optimization problem, outperforms existing state-of-the-art approaches that combine machine learning with MHs regarding the obtained solution quality. …”
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Quantifying Women’s Marginalisation in Ibero-American Film Culture During the First Half of the Twentieth Century: A Network-Science Proposal by Ainamar Clariana-Rodagut, Alessio Cardillo

“…The research presented here uses the tools of social network analysis to empirically show a socio-cultural phenomenon already addressed by the social sciences and history: the historical marginalisation of women in the field of cinema. …”
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An Improved Clustering Method for Detection System of Public Security Events Based on Genetic Algorithm and Semisupervised Learning by Heng Wang, Zhenzhen Zhao, Zhiwei Guo, Zhenfeng Wang, Guangyin Xu

“…The occurrence of series of events is always associated with the news report, social network, and Internet media. In this paper, a detecting system for public security events is designed, which carries out clustering operation to cluster relevant text data, in order to benefit relevant departments by evaluation and handling. …”
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The Cultural Science of Consumption: Brains, Networks, and Identities by Herrmann-Pillath Carsten

“…The paper proposes a general theory of consumer behaviour in ‘social network markets’ – where individual choices are determined by the choices of others – by conceptualising such markets as examples of distributed cognition; itself part of an ‘externalist’ perspective on human identity. …”
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Innovation Efficiency and the Spatial Correlation Network Characteristics of Intelligent-Manufacturing Enterprises by Ningning Fu

“…This research used the modified gravity model to determine the innovation efficiency and the spatial correlation of IM enterprises in China and used UCINET software to reveal the innovation efficiency and spatial network characteristics of IM enterprises through a social network analysis. The study found that the relationship was significant and frequently close between innovation efficiency and the spatial correlation network of IM enterprises. …”
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The impact of village heads' educational levels on adolescent academic performance: Evidence from rural China. by Jing Li, Huan Deng, Jun Li

“…Additionally, well-educated village chiefs serve as role models within the community's social network, positively influencing parental educational aspirations and enhancing adolescents' academic results. …”
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Un Grindr plus gentil ? by Sharif Mowlabocus

“…Grindr, the popular social networking app aimed at men who are sexually interested in other men, launched its Kindr campaign in 2018, which was designed to foster a more inclusive and respectful environment for its users. …”
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How to Analyze and Enhance Participation in Electronic Networks of Practice by Charkhsaz Fatemeh, Isaai Mohammad Taghi, Dayani Malihe

“…Clustering categorizes conversations into four types, each exhibiting participation patterns and attributes. Social network analysis further reveals the network’s structure and participants’ interrelations. …”
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Computation of Graph Fourier Transform Centrality Using Graph Filter by Chien-Cheng Tseng, Su-Ling Lee

“…Finally, the centrality computations of social network, metro network and sensor network are used to demonstrate the effectiveness of the proposed GFTC computation method using graph filter.…”
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From vulnerable to resilience: an assessment of small-scale fisheries livelihood in South Malang of Indonesia by Puji Handayati, Ahmad Munjin Nasih, Indah Susilowati, Idris, Prateep Kumar Nayak, Bagus Shandy Narmaditya

“…The findings indicate that two main components (livelihood strategy and climate variability and natural disaster) were included in high vulnerability, while another two main components (sociodemographic and social network) were categorized as moderate vulnerability. …”
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Advanced Data Delivery Strategy Based on Multiperceived Community with IoT in Social Complex Networks by Jingwen Luo, Jia Wu, Yuzhou Wu

“…These devices can take as nodes of a community in the opportunistic social network. However, in the environment of traditional opportunistic network algorithm and mass data transmission, information transmission is only carried out at several source nodes in the community, which usually leads to transmission delay, excessive energy consumption, and source node death. …”
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