What is he best known for?
The fields of study he is best known for:
- Statistics
- The Internet
- Artificial intelligence
Guido Caldarelli focuses on Complex network, Social media, Financial market, Data science and The Internet.
In the subject of general Complex network, his work in Fitness model is often linked to Money market, thereby combining diverse domains of study.
His Social media research integrates issues from Social psychology, Misinformation and Advertising.
His study in Financial market is interdisciplinary in nature, drawing from both Volatility and Econometrics.
Guido Caldarelli has included themes like Diversification, Fixed point, Competitive advantage and Industrial organization in his Data science study.
Guido Caldarelli interconnects Market sentiment and Search engine in the investigation of issues within The Internet.
His most cited work include:
- The spreading of misinformation online (744 citations)
- Scale-Free networks from varying vertex intrinsic fitness (580 citations)
- Scale-Free Networks: Complex Webs in Nature and Technology (537 citations)
What are the main themes of his work throughout his whole career to date?
His main research concerns Complex network, Statistical physics, Theoretical computer science, Econometrics and Systemic risk.
His Complex network study focuses on Fitness model in particular.
The study incorporates disciplines such as Fractal dimension, Fractal and Scaling in addition to Statistical physics.
The Theoretical computer science study combines topics in areas such as Structure and Bipartite graph.
His studies in Econometrics integrate themes in fields like Financial market and Portfolio.
Guido Caldarelli studies Systemic risk, focusing on Financial networks in particular.
He most often published in these fields:
- Complex network (28.11%)
- Statistical physics (13.82%)
- Theoretical computer science (11.29%)
What were the highlights of his more recent work (between 2015-2021)?
- Complex network (28.11%)
- Financial networks (8.06%)
- Systemic risk (9.45%)
In recent papers he was focusing on the following fields of study:
Guido Caldarelli mainly focuses on Complex network, Financial networks, Systemic risk, Econometrics and Theoretical computer science.
His Complex network research is multidisciplinary, incorporating elements of Ecology, Financial contagion, Centrality, Distributed computing and Statistical physics.
His Financial networks research is multidisciplinary, relying on both Balance sheet, Network topology, Interbank lending market and Financial system.
His work in Systemic risk covers topics such as Financial economics which are related to areas like Mutual fund.
His study looks at the relationship between Econometrics and fields such as Stability, as well as how they intersect with chemical problems.
The concepts of his Theoretical computer science study are interwoven with issues in Null and Bipartite graph.
Between 2015 and 2021, his most popular works were:
- The spreading of misinformation online (744 citations)
- Echo Chambers: Emotional Contagion and Group Polarization on Facebook. (138 citations)
- The statistical physics of real-world networks (114 citations)
In his most recent research, the most cited papers focused on:
- Statistics
- Artificial intelligence
- The Internet
Guido Caldarelli mostly deals with Complex network, Financial networks, Social media, Systemic risk and Advertising.
His Complex network research incorporates themes from Centrality, Distributed computing, Statistical physics, Variety and Entropy.
His Financial networks research includes elements of Network topology, Actuarial science, Monetary economics and Financial system.
His Social media study incorporates themes from Sentiment analysis and Information exchange.
His Systemic risk study combines topics from a wide range of disciplines, such as Balance sheet, Stress test, Valuation and Credit risk.
His Advertising study integrates concerns from other disciplines, such as Null model, Discounting and Misinformation.
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