Search Results for author: Mohammadzaman Zamani

Found 5 papers, 1 papers with code

Residualized Factor Adaptation for Community Social Media Prediction Tasks

no code implementations EMNLP 2018 Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian

Predictive models over social media language have shown promise in capturing community outcomes, but approaches thus far largely neglect the socio-demographic context (e. g. age, education rates, race) of the community from which the language originates.

Predicting Human Trustfulness from Facebook Language

no code implementations WS 2018 Mohammadzaman Zamani, Anneke Buffone, H. Andrew Schwartz

Trustfulness -- one's general tendency to have confidence in unknown people or situations -- predicts many important real-world outcomes such as mental health and likelihood to cooperate with others such as clinicians.

Using Twitter Language to Predict the Real Estate Market

no code implementations EACL 2017 Mohammadzaman Zamani, H. Andrew Schwartz

We explore whether social media can provide a window into community real estate -foreclosure rates and price changes- beyond that of traditional economic and demographic variables.

Marketing

Cascading Randomized Weighted Majority: A New Online Ensemble Learning Algorithm

no code implementations3 Mar 2014 Mohammadzaman Zamani, Hamid Beigy, Amirreza Shaban

With the increasing volume of data in the world, the best approach for learning from this data is to exploit an online learning algorithm.

Ensemble Learning

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