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Influence analysis in social networks: A survey
Complementary to the fancy applications of social networks, influence analysis is an
indispensable technique supporting these practical applications. In recent years, this …
indispensable technique supporting these practical applications. In recent years, this …
A critical review of centrality measures in social networks
A Landherr, B Friedl, J Heidemann - Business & Information Systems …, 2010 - Springer
Social networks are currently gaining increasing impact in the light of the ongoing growth of
web-based services like facebook. com. One major challenge for the economically …
web-based services like facebook. com. One major challenge for the economically …
Gpt4graph: Can large language models understand graph structured data? an empirical evaluation and benchmarking
Large language models~(LLM) like ChatGPT have become indispensable to artificial
general intelligence~(AGI), demonstrating excellent performance in various natural …
general intelligence~(AGI), demonstrating excellent performance in various natural …
Identifying vital nodes from local and global perspectives in complex networks
Recognition of vital nodes in complex networks retains great importance in the improvement
of network's robustness and vulnerability. Consistent research proposed various …
of network's robustness and vulnerability. Consistent research proposed various …
A survey of sentiment analysis from social media data
In the current era of automation, machines are constantly being channelized to provide
accurate interpretations of what people express on social media. The human race nowadays …
accurate interpretations of what people express on social media. The human race nowadays …
Exploring digital corporate social responsibility communications on Twitter
Many brands utilize social media to communicate with consumers, but are they taking
advantage of these media's potential for co-creation? We explore this in the corporate social …
advantage of these media's potential for co-creation? We explore this in the corporate social …
A machine learning-based approach for vital node identification in complex networks
Vital node identification is the problem of finding nodes of highest importance in complex
networks. This problem has crucial applications in various contexts such as viral marketing …
networks. This problem has crucial applications in various contexts such as viral marketing …
Content-based filtering for recommendation systems using multiattribute networks
J Son, SB Kim - Expert Systems with Applications, 2017 - Elsevier
Abstract Content-based filtering (CBF), one of the most successful recommendation
techniques, is based on correlations between contents. CBF uses item information …
techniques, is based on correlations between contents. CBF uses item information …
Deep recursive network embedding with regular equivalence
Network embedding aims to preserve vertex similarity in an embedding space. Existing
approaches usually define the similarity by direct links or common neighborhoods between …
approaches usually define the similarity by direct links or common neighborhoods between …
[HTML][HTML] Sustainable development goals research in higher education institutions: An interdisciplinarity assessment through an entropy-based indicator
Abstract Since 2015, the United Nations has urged higher education institutions (HEIs) to
adopt an interdisciplinary approach towards the Sustainable Development Goals (SDGs). In …
adopt an interdisciplinary approach towards the Sustainable Development Goals (SDGs). In …