SSRN NYU: Center for Business Analytics Working Papers (Topic)

1.

Evaluating and Optimizing Online Advertising: Forget the Click, But There are Good Proxies

NYU Working Paper No. 2451/31637

Number of pages: 16 Posted: 27 Oct 2012

Working Paper Series

Brian Dalessandro, Rod Hook, Claudia Perlich and Foster Provost

affiliation not provided to SSRN, affiliation not provided to SSRN, IBM - T. J. Watson Research Center and New York University

Downloads 658

2.

Machine Learning for Targeted Display Advertising: Transfer Learning in Action

NYU Working Paper No. 2451/31829

Number of pages: 21 Posted: 21 Feb 2013

Working Paper Series

C. Perlich, B. Dalessandro, O. Stitelman, T. Raeder and F. Provost

affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN

Downloads 485

3.

Data Science and Prediction

NYU Working Paper No. 2451/31635

Number of pages: 13 Posted: 31 May 2012

Working Paper Series

Vasant Dhar III

New York University (NYU) - Leonard N. Stern School of Business

There are 3 versions of this paper

Downloads 286

4.

Cost-Effective Quality Assurance in Crowd Labeling

Information Systems Research, Forthcoming

Number of pages: 53 Posted: 13 Aug 2014 Last Revised: 29 Sep 2016

Accepted Paper Series

Jing Wang, Panagiotis G. Ipeirotis and Foster Provost

Hong Kong University of Science & Technology, New York University - Leonard N. Stern School of Business and New York University

Downloads 274

5.

Comparing Context-Aware Recommender Systems in Terms of Accuracy and Diversity: Which Contextual Modeling, Pre-Filtering and Post-Filtering Methods Perform the Best

NYU Working Paper No. 2451/31636

Number of pages: 32 Posted: 27 Oct 2012

Working Paper Series

Umberto Panniello, Alexander Tuzhilin and Michele Gorgoglione

Politecnico di Bari, New York University (NYU) - Leonard N. Stern School of Business and Politecnico di Bari

Downloads 209

6.

Explaining Data-Driven Document Classifications

NYU Working Paper No. 2451/31831

Number of pages: 54 Posted: 24 Jun 2013

Working Paper Series

David Martens and Foster Provost

University of Antwerp and New York University

Downloads 209

7.

Dimensionality Reduction Via Matrix Factorization for Predictive Modeling from Large, Sparse Behavioral Data

NYU Working Paper No. 2451/33970

Number of pages: 38 Posted: 28 May 2015

Working Paper Series

Jessica Clark and Foster Provost

New York University (NYU) - Department of Information, Operations, and Management Sciences and New York University

Downloads 179

8.

Enhancing Transparency and Control When Drawing Data-Driven Inferences About Individuals

NYU Working Paper No. 2451/33969

Number of pages: 25 Posted: 28 May 2015

Working Paper Series

Daizhuo Chen, Samuel P. Fraiberger, Robert Moakler and Foster Provost

Columbia University, Harvard University - Institute for Quantitative Social Sciences, New York University (NYU) - Leonard N. Stern School of Business and New York University

Downloads 162

9.

Who's Watching TV?

NYU Working Paper No. ;CBA-16-02

Number of pages: 37 Posted: 25 Oct 2016

Working Paper Series

Jessica Clark, Jean Francois Paiement and Foster Provost

New York University, Department of Information, Operations, and Management Sciences, Students, AT&T - Research Department and New York University

Downloads 134

10.

Wallenius Naive Bayes

NYU Working Paper No. 2451/33545

Number of pages: 12 Posted: 21 Dec 2013

Working Paper Series

Enric Junqué de Fortuny, David Martens and Foster Provost

INSEAD, University of Antwerp and New York University

Downloads 130

11.

On Unexpectedness in Recommender Systems: Or How to Better Expect the Unexpected

NYU Working Paper No. 2451/31832

Number of pages: 50 Posted: 24 Jun 2013

Working Paper Series

Panagiotis Adamopoulos and Alexander Tuzhilin

New York University (NYU) - Leonard N. Stern School of Business and New York University (NYU) - Leonard N. Stern School of Business

Downloads 91

12.

In CARS We Trust: How Context-Aware Recommendations Affect Customers’ Trust and Other Business Performance Measures of Recommender Systems

NYU Working Paper No. 2451/34278

Number of pages: 60 Posted: 06 Oct 2015

Working Paper Series

Umberto Panniello, Michele Gorgoglione and Alexander Tuzhilin

Politecnico di Bari, Politecnico di Bari and New York University (NYU) - Leonard N. Stern School of Business

Downloads 87

13.

Matrix-Factorization-Based Dimensionality Reduction in the Predictive Modeling Process: A Design Science Perspective

NYU Working Paper No.; CBA-16-01

Number of pages: 41 Posted: 30 Sep 2016

Working Paper Series

Jessica Clark and Foster Provost

New York University, Department of Information, Operations, and Management Sciences, Students and New York University

Downloads 82

14.

Probabilistic Neighborhood Selection in Collaborative Filtering Systems

NYU Working Paper No. 2451/31988

Number of pages: 36 Posted: 09 Oct 2013

Working Paper Series

Alexander Tuzhilin and Panagiotis Adamopoulos

New York University (NYU) - Leonard N. Stern School of Business and New York University (NYU) - Leonard N. Stern School of Business

Downloads 79

15.

Virtual Power Outage Detection Using Social Sensors

NYU Working Paper No. 2451/34226

Number of pages: 9 Posted: 02 Sep 2015

Working Paper Series

Konstantin Bauman, Alexander Tuzhilin and Ryan Zaczynski

New York University (NYU) - Leonard N. Stern School of Business, New York University (NYU) - Leonard N. Stern School of Business and New York University (NYU) - Leonard N. Stern School of Business

Downloads 30

16.

Estimating Audience Interest Distribution Based on Audience Web Behavior

NYU Working Paper No. 2451/31830

Posted: 21 Feb 2013

Working Paper Series

Xiaohan Zhang, Foster Provost and Tsemekhman Kiril

New York University (NYU) - Department of Information, Operations, and Management Sciences, New York University and affiliation not provided to SSRN

Evaluating and Optimizing Online Advertising: Forget the Click, But There are Good Proxies

Machine Learning for Targeted Display Advertising: Transfer Learning in Action

Data Science and Prediction

Data Science and Prediction

Data Science and Prediction

Data Science and Prediction

Cost-Effective Quality Assurance in Crowd Labeling

Comparing Context-Aware Recommender Systems in Terms of Accuracy and Diversity: Which Contextual Modeling, Pre-Filtering and Post-Filtering Methods Perform the Best

Explaining Data-Driven Document Classifications

Dimensionality Reduction Via Matrix Factorization for Predictive Modeling from Large, Sparse Behavioral Data

Enhancing Transparency and Control When Drawing Data-Driven Inferences About Individuals

Who's Watching TV?

Wallenius Naive Bayes

On Unexpectedness in Recommender Systems: Or How to Better Expect the Unexpected

In CARS We Trust: How Context-Aware Recommendations Affect Customers’ Trust and Other Business Performance Measures of Recommender Systems

Matrix-Factorization-Based Dimensionality Reduction in the Predictive Modeling Process: A Design Science Perspective

Probabilistic Neighborhood Selection in Collaborative Filtering Systems

Virtual Power Outage Detection Using Social Sensors

Estimating Audience Interest Distribution Based on Audience Web Behavior

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