Foster Provost

New York University

Associate Professor

44 West Fourth Street

New York, NY 10012

United States

SCHOLARLY PAPERS

37

DOWNLOADS
Rank 5,258

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Top 5,258

in Total Papers Downloads

7,801

CITATIONS
Rank 6,988

SSRN RANKINGS

Top 6,988

in Total Papers Citations

69

Scholarly Papers (37)

1.

Information in Digital, Economic and Social Networks

Information Systems Research, Forthcoming
Number of pages: 48 Posted: 05 Sep 2012 Last Revised: 19 Oct 2012
New York University (NYU): Stern School of Business and Center for Data Science, New York University, Tel Aviv University - Coller School of Management and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 1,390 (12,783)
Citation 2

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2.

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
affiliation not provided to SSRN, affiliation not provided to SSRN, IBM Corporation - Thomas J. Watson Research Center and New York University
Downloads 707 (34,391)
Citation 2

Abstract:

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3.

Pseudo-Social Network Targeting from Consumer Transaction Data

NYU Working Paper No. CEDER-11-05
Number of pages: 31 Posted: 28 Sep 2011
David Martens and Foster Provost
University of Antwerp and New York University
Downloads 635 (39,712)
Citation 1

Abstract:

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4.

In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions

Tuck School of Business Working Paper No. 2903548, Columbia Business School Research Paper No. 17-16
Number of pages: 46 Posted: 23 Jan 2017 Last Revised: 05 Apr 2017
Harvard Business School, Dartmouth College - Tuck School of Business, Columbia Business School - Marketing, Electronic Arts, University of Pennsylvania - Marketing Department, Harvard Business School, London Business School, Tilburg University, Interdisciplinary Center (IDC) Herzliyah - Adelson School of Entrepreneuship, Duke University, New York University and University of Pennsylvania - The Wharton School
Downloads 604 (42,559)

Abstract:

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5.

Viral Marketing: Identifying Likely Adopters Via Consumer Networks

NYU Working Paper No. 2451/14128
Number of pages: 38 Posted: 09 Oct 2008
Shawndra Hill, Foster Provost and Chris Volinsky
Microsoft Research, New York University and affiliation not provided to SSRN
Downloads 435 (64,262)
Citation 24

Abstract:

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Viral marketing, word-of-mouth marketing, target marketing

6.

Audience Selection for On-Line Brand Advertising: Privacy-Friendly Social Network Targeting

Number of pages: 9 Posted: 25 May 2011
New York University, affiliation not provided to SSRN, affiliation not provided to SSRN, New York University (NYU) - Department of Information, Operations, and Management Sciences and affiliation not provided to SSRN
Downloads 344 (84,784)
Citation 6

Abstract:

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on-line advertising, predictive modeling, social

7.

Cost-Effective Quality Assurance in Crowd Labeling

Information Systems Research, Vol. 28, No. 1, pp. 137-158
Number of pages: 53 Posted: 13 Aug 2014 Last Revised: 19 Jul 2018
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 323 (90,984)

Abstract:

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crowd labeling, quality assurance, dynamic label allocation, worker performance metric

8.

Explaining Data-Driven Document Classifications

NYU Working Paper No. 2451/31831
Number of pages: 54 Posted: 24 Jun 2013
David Martens and Foster Provost
University of Antwerp and New York University
Downloads 300 (98,542)

Abstract:

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Document Classification, Instance Level Explanation, Text mining, Comprehensibility

9.

Social Network Collaborative Filtering

NYU Working Paper No. CEDER-08-08
Number of pages: 23 Posted: 19 Nov 2008
Rong Zheng, Dennis Wilkinson and Foster Provost
Hong Kong University of Science and Technology - Business School - Department of Information Systems, Business Statistics and Operations Management, affiliation not provided to SSRN and New York University
Downloads 233 (128,333)
Citation 1

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10.

Who's Watching TV?

NYU Working Paper No. ;CBA-16-02
Number of pages: 37 Posted: 25 Oct 2016
New York University, Department of Information, Operations, and Management Sciences, Students, AT&T - Research Department and New York University
Downloads 227 (131,679)

Abstract:

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11.

Repeated Labeling Using Multiple Noisy Labelers

NYU Working Paper No. CEDER-10-03
Number of pages: 31 Posted: 06 Oct 2010 Last Revised: 21 Oct 2012
New York University - Leonard N. Stern School of Business, New York University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 227 (131,679)

Abstract:

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active learning, data selection, data preprocessing, classification, crowdsourcing, mechanical turk, noisy data

12.

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
Jessica Clark and Foster Provost
New York University (NYU) - Department of Information, Operations, and Management Sciences and New York University
Downloads 215 (138,703)

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13.

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
Columbia University, Computer Science, New York University (NYU) - Leonard N. Stern School of Business and New York University
Downloads 189 (156,489)

Abstract:

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14.

Quality-Based Pricing for Crowdsourced Workers

NYU Working Paper No. 2451/31833
Number of pages: 46 Posted: 24 Jun 2013
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 183 (161,076)

Abstract:

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15.

Wallenius Naive Bayes

NYU Working Paper No. 2451/33545
Number of pages: 12 Posted: 21 Dec 2013
Independent, University of Antwerp and New York University
Downloads 177 (165,937)

Abstract:

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16.

Geo-Social Targeting for Privacy-Friendly Mobile Advertising: Position Paper

NYU Working Paper No. CEDER-11-06A
Number of pages: 6 Posted: 20 Oct 2011
Foster Provost
New York University
Downloads 177 (165,937)

Abstract:

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Intelligent Assistance for the Data Mining Process: an Ontology-Based Approach

NYU Working Paper No. 2451/14156
Number of pages: 41 Posted: 13 Oct 2008
Abraham Bernstein, Shawndra Hill and Foster Provost
University of Zurich - Dynamic and Distributed Information Systems Group, Microsoft Research and New York University
Downloads 106 (250,777)

Abstract:

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Data mining, data-mining process, intelligent assistants, knowledge discovery

Intelligent Assistance for the Data Mining Process: an Ontology-Based Approach

NYU Working Paper No. 2451/14146
Number of pages: 41 Posted: 13 Oct 2008
Abraham Bernstein, Shawndra Hill and Foster Provost
University of Zurich - Dynamic and Distributed Information Systems Group, Microsoft Research and New York University
Downloads 63 (345,025)

Abstract:

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Data mining, data-mining process, intelligent assistants, knowledge discovery

Tree Induction Vs Logistic Regression: A Learning Curve Analysis

NYU Working Paper No. SOR-2001-6
Number of pages: 48 Posted: 03 Nov 2008
Claudia Perlich, Foster Provost and Jeffrey S. Simonoff
IBM Corporation - Thomas J. Watson Research Center, New York University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 80 (301,280)
Citation 8

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Tree Induction Vs. Logistic Regression: a Learning-Curve Analysis

NYU Working Paper No. 2451/14161
Number of pages: 51 Posted: 13 Oct 2008
Claudia Perlich, Foster Provost and Jeffrey S. Simonoff
IBM Corporation - Thomas J. Watson Research Center, New York University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 73 (318,224)
Citation 8

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19.
Downloads 143 (198,872)
Citation 2

Confidence Bands for Roc Curves

NYU Working Paper No. 2451/14116
Number of pages: 9 Posted: 09 Oct 2008
Sofus Macskassy and Foster Provost
Fetch Technologies, Inc and New York University
Downloads 95 (270,259)
Citation 2

Abstract:

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Confidence Bands for Roc Curves

NYU Working Paper No. 2451/14153
Number of pages: 10 Posted: 13 Oct 2008
Sofus Macskassy, Foster Provost and Michael L. Littman
Fetch Technologies, Inc, New York University and affiliation not provided to SSRN
Downloads 48 (393,136)
Citation 2

Abstract:

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20.

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
Jessica Clark and Foster Provost
New York University, Department of Information, Operations, and Management Sciences, Students and New York University
Downloads 124 (222,469)

Abstract:

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Discovering Knowledge from Relational Data Extracted from Business News

NYU Working Paper No. 2451/14157
Number of pages: 15 Posted: 13 Oct 2008
University of Zurich - Dynamic and Distributed Information Systems Group, affiliation not provided to SSRN, Microsoft Research, IBM Corporation - Thomas J. Watson Research Center and New York University
Downloads 75 (313,177)
Citation 2

Abstract:

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Discovering Knowledge from Relational Data Extracted from Business News

NYU Working Paper No. 2451/14147
Number of pages: 15 Posted: 13 Oct 2008
University of Zurich - Dynamic and Distributed Information Systems Group, affiliation not provided to SSRN, Microsoft Research, IBM Corporation - Thomas J. Watson Research Center and New York University
Downloads 41 (419,514)
Citation 2

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22.

Discovering Interesting Patterns for Investment Decision Making with Glower C - a Genetic Learner Overlaid with Entropy Reduction

NYU Working Paper No. 2451/14171
Number of pages: 35 Posted: 13 Oct 2008
Vasant Dhar, Dashin Chou and Foster Provost
New York University (NYU) - Leonard N. Stern School of Business, affiliation not provided to SSRN and New York University
Downloads 115 (235,272)
Citation 1

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23.

Active Learning for Decision Making

NYU Working Paper No. 2451/14120
Number of pages: 31 Posted: 09 Oct 2008
Maytal Saar-Tsechansky and Foster Provost
Univesity of Texas at Austin and New York University
Downloads 103 (254,308)

Abstract:

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active learning, information acquisition, decision-making, class probability estimation, cost-sensitive learning

24.

Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers

NYU Working Paper No. 2451/25882
Number of pages: 9 Posted: 09 Oct 2008
affiliation not provided to SSRN, New York University and New York University - Leonard N. Stern School of Business
Downloads 92 (273,858)
Citation 5

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25.

An Intelligent Assistant for the Knowledge Discovery Process

NYU Working Paper No. 2451/14155
Number of pages: 7 Posted: 13 Oct 2008
Abraham Bernstein and Foster Provost
University of Zurich - Dynamic and Distributed Information Systems Group and New York University
Downloads 81 (296,315)

Abstract:

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26.

Active Feature-Value Acquisition

McCombs Research Paper Series No. IROM-08-06
Number of pages: 33 Posted: 16 Nov 2006
University of Texas at Austin, IBM Research and New York University
Downloads 70 (322,178)
Citation 3

Abstract:

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Information acquistion, predicitve modeling

27.

Roc Confidence Bands: An Empirical Study

NYU Working Paper No. 2451/14107
Number of pages: 10 Posted: 09 Oct 2008
Sofus Mcskassy, Foster Provost and Saharon Rosset
affiliation not provided to SSRN, New York University and affiliation not provided to SSRN
Downloads 45 (396,606)

Abstract:

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28.

The Relational Vector-Space Model

NYU Working Paper No. 2451/14130
Number of pages: 11 Posted: 13 Oct 2008
Abraham Bernstein, Scott Clearwater and Foster Provost
University of Zurich - Dynamic and Distributed Information Systems Group, affiliation not provided to SSRN and New York University
Downloads 41 (411,121)
Citation 1

Abstract:

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Relational Data Mining, Vector-space models, lndustry Classification

29.

Classification in Networked Data: a Toolkit and a Univariate Case Study

NYU Working Paper No. 2451/14122
Number of pages: 41 Posted: 09 Oct 2008
Sofus Macskassy and Foster Provost
Fetch Technologies, Inc and New York University
Downloads 40 (414,929)
Citation 3

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relational learning, network learning, collective inference, collective classification, networked data

30.

Simple Models and Classification in Networked Data

NYU Working Paper No. 2451/14117
Number of pages: 9 Posted: 09 Oct 2008
Sofus Macskassy and Foster Provost
Fetch Technologies, Inc and New York University
Downloads 33 (443,208)

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31.

Variance-Based Active Learning

NYU Working Paper No. 2451/14167
Number of pages: 7 Posted: 13 Oct 2008
Maytal Saar-Tsechansky and Foster Provost
New York University (NYU) and New York University
Downloads 31 (452,083)

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32.

Aggregation-Based Feature Invention and Relational

NYU Working Paper No. IS-03-03
Number of pages: 11 Posted: 13 Oct 2008
Claudia Perlich and Foster Provost
IBM Corporation - Thomas J. Watson Research Center and New York University
Downloads 30 (456,652)
Citation 2

Abstract:

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Relational Learning, Aggregation, Feature Invention

33.

Acora: Distribution-Based Aggregation for Relational Learning from Identifier Attributes

NYU Working Paper No. 2451/14118
Number of pages: 46 Posted: 09 Oct 2008
Claudia Perlich and Foster Provost
IBM Corporation - Thomas J. Watson Research Center and New York University
Downloads 26 (476,539)
Citation 2

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34.

Active Sampling for Class Probability Estimation and Ranking

NYU Working Paper No. 2451/14165
Number of pages: 34 Posted: 13 Oct 2008
Maytal Saar-Tsechansky and Foster Provost
New York University (NYU) and New York University
Downloads 23 (492,820)
Citation 4

Abstract:

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active learning, class probability estimation, cost-sensitive learning

35.

Estimating Audience Interest Distribution Based on Audience Web Behavior

NYU Working Paper No. 2451/31830
Posted: 21 Feb 2013
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

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36.

Online Active Inference and Learning

NYU Working Paper No. CEDER-11-02
Posted: 30 Mar 2011
Josh Attenberg and Foster Provost
affiliation not provided to SSRN and New York University

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37.

Explaining Documents' Classifications

NYU Working Paper No. CEDER-11-01
Posted: 17 Mar 2011
David Martens and Foster Provost
University of Antwerp and New York University

Abstract:

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