A Social Media Analysis of Corporate Culture

Autor: Andy Moniz

Publikováno v: Big Data and Machine Learning in Quantitative Investment ISBN: 9781119522225
Big Data and Machine Learning in Quantitative Investment

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ab703e0dbea1180355bae6f8900493d6
https://doi.org/10.1002/9781119522225.ch8

A Multilingual Analysis of Corporate Governance News

Autor: Andy Moniz

Publikováno v: SSRN Electronic Journal.

In this study, we conduct a textual analysis of media news for a sample of Chinese ADRs and compare the topics discussed by English- and Chinese-language media outlets. Our findings suggest that a large proportion of corporate governance news article

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::71c147a5f7329056b8b2f84692790bb0
https://doi.org/10.2139/ssrn.2775319

Inferring the Financial Materiality of Corporate Social Responsibility News

Autor: Andy Moniz

Publikováno v: SSRN Electronic Journal.

The intangible nature of Corporate Social Responsible (CSR) issues has typically hindered financial analysts' abilities to integrate such information into investment models. To address this limitation, we employ a probabilistic topic model known as L

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::faa36970c070c5e4d017bb7cd30e4cfe
https://doi.org/10.2139/ssrn.2761905

Analysis of Companies’ Non-financial Disclosures: Ontology Learning by Topic Modeling

Autor: Andy Moniz, Franciska de Jong

Publikováno v: The Semantic Web: ESWC 2015 Satellite Events ISBN: 9783319256382
ESWC (Satellite Events)

Prior studies highlight the merits of integrating Linked Data to aid investors' analyses of company financial disclosures. Non-financial disclosures, including reporting on a company's environmental footprint corporate sustainability, remains an unex

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1e6a74058f1bdab516e1551728c540df
https://doi.org/10.1007/978-3-319-25639-9_19

Sentiment analysis and the impact of employee satisfaction on firm earnings

Autor: Andy Moniz, Franciska de Jong

Publikováno v: Lecture Notes in Computer Science ISBN: 9783319060279
ECIR
36th European Conference on IR Research, ECIR 2014, 519-527
STARTPAGE=519;ENDPAGE=527;TITLE=36th European Conference on IR Research, ECIR 2014
36th European Conference on IR Research, ECIR 2014, 8416, 519-527

Prior text mining studies of corporate reputational sentiment based on newswires, blogs and Twitter feeds have mostly captured reputation from the perspective of two groups of stakeholders --- the media and consumers. In this study we examine the sen

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8e63f0792d13093ec39bacac77c3cea1
https://doi.org/10.1007/978-3-319-06028-6_51