Search Results for author: Jim Samuel

Found 7 papers, 0 papers with code

Adaptive cognitive fit: Artificial intelligence augmented management of information facets and representations

no code implementations25 Apr 2022 Jim Samuel, Rajiv Kashyap, Yana Samuel, Alexander Pelaez

To this end, we propose and test a novel *Adaptive Cognitive Fit* [ACF] framework that explains the influence of information facets and AI-augmented information representations on human performance.

Management

Transparency versus Performance in Financial Markets: The Role of CSR Communications

no code implementations8 Aug 2020 Rajiv Kashyap, Mohamed Menisy, Peter Caiazzo, Jim Samuel

We found that in essence, the differences remained consistent and positive earnings firms were significantly more likely to disclose information about their ESG activities than their counterparts.

Feeling Like It is Time to Reopen Now? COVID-19 New Normal Scenarios based on Reopening Sentiment Analytics

no code implementations22 May 2020 Jim Samuel, Md. Mokhlesur Rahman, G. G. Md. Nawaz Ali, Yana Samuel, Alexander Pelaez

This study analyzes public sentiment using Twitter Data, time-aligned to COVID-19, to identify dominant sentiment trends associated with the push to 'reopen' the economy.

Data Visualization

COVID-19 Public Sentiment Insights and Machine Learning for Tweets Classification

no code implementations21 May 2020 Jim Samuel, G. G. Md. Nawaz Ali, Md. Mokhlesur Rahman, Ek Esawi, Yana Samuel

Along with the Coronavirus pandemic, another crisis has manifested itself in the form of mass fear and panic phenomena, fueled by incomplete and often inaccurate information.

BIG-bench Machine Learning Classification +3

Information Token Driven Machine Learning for Electronic Markets: Performance Effects in Behavioral Financial Big Data Analytics

no code implementations30 Mar 2020 Jim Samuel

Behavioral finance data, a subset of FBD, is seeing exponential growth and this presents an unprecedented opportunity to study behavioral finance employing big data analytics methodologies.

BIG-bench Machine Learning Math

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