[PDF] How to measure the quality of financial tweets | Semantic Scholar (2024)

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@article{Cerchiello2015HowTM, title={How to measure the quality of financial tweets}, author={Paola Cerchiello and Paolo Giudici}, journal={Quality \& Quantity}, year={2015}, volume={50}, pages={1695 - 1713}, url={https://api.semanticscholar.org/CorpusID:54730087}}
  • P. Cerchiello, Paolo Giudici
  • Published in 14 July 2015
  • Computer Science, Business, Economics

This contribution proposes an effective statistical method that formalises and extends a quality index employed in the context of the evaluation of academic research, the h index, renamed T index, and shows how listed banks are connected on the basis of tweets data.

19 Citations

Highly Influential Citations

1

Background Citations

4

Methods Citations

6

19 Citations

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    Sami Al-YazidiJ. BerriMuhammad Al-QurishiMajed Al-Alrubaian

    Computer Science, Sociology

    IEEE Access

  • 2020

A Systematic Literature Review was conducted to collect, analyze, and synthesize data on the accuracy and value of previous literature that has focused on this field, has addressed a variety of topics, and has been published in digital databases between 2010 and September 2019.

  • 15
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Financial big data analysis for the estimation of systemic risks
    P. CerchielloPaolo Giudici

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The first systemic risk model based on big data is presented, and it is shown that such a model can shed further light on the interrelationships between financial institutions.

  • 1
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Assessing News Contagion in Finance
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    Economics, Business

  • 2017

The aim is to study the possible evolution of topics extracted from two well known news archive and to investigate a causal effect in the diffusion of the news by means of a Granger causality test, showing that both the temporal dynamics and the spatial differentiation matter in the news contagion.

  • 28
  • PDF
DEM Working Paper Series Assessing News Contagion in Finance
    P. CerchielloG. Nicola

    Economics, Business

The aim is to study the possible evolution of topics extracted from two well known news archive Reuters and Bloomberg and to investigate a causal effect in the diffusion of the news by means of a Granger causality test, which shows that both the temporal dynamics and the spatial differentiation matter in the news contagion.

  • PDF
Network Correlation and China ' s Systematic Financial Risk Contagion — — An Analysis Based on Big Data

    Economics, Business

  • 2019

The results show that the systemic risk contagion has certain stability and time-variability; the network correlation and size are important factors affecting the systemic importance of financial institutions; partial correlation coefficients can describe the time-varying characteristics of systemic risk of China's financial industry.

  • PDF
Network based evidence of the financial impact of Covid-19 pandemic
    D. AhelegbeyPaola CerchielloRoberta Scaramozzino

    Business, Economics

    International Review of Financial Analysis

  • 2022
  • 23
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A Bayesian h‐index: How to measure research impact
    P. CerchielloPaolo Giudici

    Mathematics, Computer Science

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  • 2016

This paper proposes a negative binomial distribution to jointly model the two main components of the h index: the number of papers and their citations and proposes a Bayesian model that allows to obtain posterior inferences on the parameters of the distribution and, in addition, a predictive distribution for the hindex itself.

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Network connectedness and China's systemic financial risk contagion——An analysis based on big data
    Xiaoyun FanYedong WangDaoping Wang

    Economics, Computer Science

  • 2020
  • 31
An analysis of the literature on systemic financial risk: A survey
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  • 2017
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Twitter mood predicts the stock market
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Web Search Queries Can Predict Stock Market Volumes
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It is shown that daily trading volumes of stocks traded in NASDAQ-100 are correlated with daily volumes of queries related to the same stocks, and query volumes anticipate in many cases peaks of trading by one day or more.

Complex dynamics of our economic life on different scales: insights from search engine query data
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It is found clear evidence that weekly transaction volumes of S&P 500 companies are correlated with weekly search volume of corresponding company names, and a recently introduced method for quantifying complex correlations in time series finds a clear tendency that search volume time series and transactionvolume time series show recurring patterns.

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Asymptotics for the Hirsch Index
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Abstract.  The last decade methods for quantifying the research output of individual researchers have become quite popular in academic policy making. The h‐index (or Hirsch index) constitutes an

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On the h-index - A mathematical approach to a new measure of publication activity and citation impact
    W. Glänzel

    Mathematics, Computer Science

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L'index-h, fonde sur le nombre de citations recues, mesure l'activite de publication and l'impact en citations, c'est un indicateur utile avec d'interessantes proprietes mathematiques, mais qui ne saurait se substituer aux indicateurs bibliometriques courants plus sophistiques.

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Hirsch's h-index: A stochastic model
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The COM-Poisson model for count data: a survey of methods and applications
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This paper surveys the different COM-Poisson models that have been published thus far and their applications in areas including marketing, transportation, and biology, among others.

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A Bayesian approach to estimate the marginal loss distributions in operational risk management
    L. D. VallePaolo Giudici

    Business, Economics

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Power Laws in Economics and Finance
    X. Gabaix

    Economics

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A power law is the form taken by a large number of surprising empirical regularities in economics and finance. This article surveys well-documented empirical power laws concerning income and wealth,

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