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Full Professor of Information
Systems Management and Policy School of Information Systems &
Management, Heinz College Department of Engineering and Public
Policy, College of Engineering Carnegie Mellon University (contact:
pedrof@cmu.edu)
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PRESENTATIONS A. Invited Seminars 1.
Graduate School of Business, Stanford
University, “The Effect of Binge Watching on the Consumption of Video on
Demand”, forthcoming 2.
Marshall School of Business, University of
South California, “Movie Recommendations from Experts and Machines”,
forthcoming 3.
Questrom School of Business, Boston
University, “The effect of smartphones in the classroom on the performance of
students”, January 2023 4.
Fox School of Business, Temple University,
“AIML research on text/image/audio/video data analytics in marketing,
advertising, service, retail, e-commerce”, July 2021 (online) 5.
Nova School of Business and Economics,
University of Lisbon, “The Effect of Binge Watching on the Consumption of
Video on Demand”, January 2021 (online) 6.
Challenges for Higher Education in the Next
Decade: Threats and Opportunities from Online Education, Keynote Address at
Ciência 2020, Lisbon, Portugal, September 2020 (online) 7.
The Future of Video Streaming: Using
Artificial Intelligence and Machine Learning to Produce Better Content,
Keynote Address, Board of NOS Comunicações, Lisbon, May 2020 (postponed) 8.
School of Information, University of
California Berkeley, “The Effect of Smartphone use in the classroom on
student performance: Results from a randomized field experiment”, October
2019 9.
Heinz College, Carnegie Mellon University,
“Binge Yourself Out: The Impact of Binge Behavior on the Subscription of VoD
Services”, September 2019 10.
World Economic Forum, Dalian, China, “The
Limits of Big Data Analytics”, Pecha Kucha Address, July 2019 11.
Katz School of Business, University of
Pittsburgh, “Binge Yourself Out: The Impact of Binge Behavior on the
Subscription of VoD Services”, April 2019 12.
Carlson School of Management, University of
Minnesota, “Binge Yourself Out: The Impact of Binge Behavior on the
Subscription of VoD Services”, March 2019 13.
Krannert School of Management, Purdue
University, “Binge Yourself Out: The Impact of Binge Behavior on the
Subscription of VoD Services”, February 2019 14.
Scheller College of Business, Georgia
Institute of Technology, “Binge Yourself Out: The Impact of Binge Behavior on
the Subscription of VoD Services”, February 2019 15.
Marshall School of Business, University of
Southern California, “Binge Yourself Out: The Impact of Binge Behavior on the
Subscription of VoD Services”, January 2019 16.
School of Business, George Mason University,
“Binge Yourself Out: The Impact of Binge Behavior on the Subscription of VoD
Services”, October 2018 17.
Fox School of Business, Temple University,
“Binge Yourself Out: The Impact of Binge Behavior on the Subscription of VoD
Services”, October 2018 18.
Business School, Imperial College, “The
Impact of Video-on-Demand on Piracy: Results from a Randomized Field
Experiment”, March 2018 19.
Think NYC, Carnegie Mellon University, “The
Effect of Subscription-based Video-on-Demand on the Demand and Supply of
Movies and TV shows”, October 2017 20.
Robert Smith School of Business, University
of Maryland, “The Impact of Video-on-Demand on Piracy: Results from a
Randomized Field Experiment”, September 2017 21.
Heinz College, Carnegie Mellon University,
“The Impact of Video-on-Demand on Piracy: Results from a Randomized Field
Experiment”, September 2017 22.
Centro Cultural de Cascais, “From Big Data
to Data Science”, Keynote Address at the Portuguese Annual Marketing
Conference, June 2017 23.
Haas School of Business, University of
California Berkeley, “Target the Ego or Target the Group: Evidence from a
Randomized Experiment in Proactive Churn Management”, March 2017 24.
Goizueta Business School, Emory University,
“The Impact of Time-Shift TV on TV Consumption and Ad-Avoidance”, October
2016 25.
Rady School of Management, University of
California San Diego, “Target the Ego or Target the Group: Evidence from a
Randomized Experiment in Proactive Churn Management”, September 2016 26.
Eller College of Management, University of
Arizona, “The Impact of Time-Shift TV on TV Consumption and Ad-Avoidance”,
September 2016 27.
Graduate School of Business, University of
California Davis, “Price Discounts and Peer effects in the consumption of
Information Goods: Results from an In-Vivo Organic Randomized Experiment”,
June 2016 28.
Sloan School of Management, Massachusetts
Institute of Technology, “Target the Ego or Target the Group: Evidence from a
Randomized Field Experiment in Pro-active Churn Management”, May 2016 29.
Stern School of Business, New York
University, “Welfare Properties of Recommender Systems: Results from a
Randomized Field Experiment”, December 2015 30.
Questrom School of Business, Boston
University, “The Effect of Technologies of Convergence in the Consumption of
Media over TV and Internet”, November 2015 31.
Fox School of Business, Temple University,
“The Welfare Properties of Recommender Systems”, November 2015 32.
Paul Merage School of Business, University
of California Irvine, “A Unified Framework for the Effect of Technology on
Product Sales”, October 2015 33.
Heinz College, Carnegie Mellon University,
“Target the Ego or Target the Group: Evidence from A Randomized Field
Experiment”, September 2015 34.
Department of Electrical and Computer
Engineering, Carnegie Mellon University, “Correlation, Causality and
Randomized Experiments”, May 2015 35.
Department of Electrical and Computer
Engineering, Carnegie Mellon University, “Is Peer Influence Always Positive?
Evidence from the Diffusion of Products over Large Social Networks”, October
2014 36.
McCombs Business School, University of Texas
Austin, “Contagious Churn in Cell Phone Networks”, April 2014 37.
School of Computing, National University of
Singapore, “Is Peer Influence Always Positive? Evidence from the Diffusion of
Products over Large Social Networks”, July 2013 38.
Catolica-Lisbon, Portuguese Catholic
University, “Is Peer Influence Always Positive? Evidence from the Diffusion
of Products over Large Social Networks”, June 2013 39.
Department of Engineering and Public Policy,
Carnegie Mellon University, “The Effect of Broadband in Schools on Students
Performance”, April 2013 40.
Heinz College, Carnegie Mellon University,
“The Impact of Likes on the Sales of Movies in Video-on-Demand: A Randomized
Experiment”, April 2013 41.
School of Information, University of
Pittsburgh, “The Effect of Peer Influence on the Diffusion of the iPhone 3G”,
October 2012 42.
School of Information Systems, Singapore
Management University, “Peer Influence in the Consumption of Video on Demand:
A Closed-Loop Real-Time Large-Scale Experiment”, March 2012 43.
School of Information Systems, Singapore
Management University, “Contagious Churn in Mobile Networks”, March 2012 44.
Instituto Superior Técnico, Technical
University of Lisbon, “Entry in Telecommunication Markets”, October 2010 45.
Instituto Superior Técnico, Technical
University of Lisbon, "A Supply-Chain Framework for Network
Modeling", October 2010 46.
Faculty of Engineering, University of Porto,
“The Spillover Effects of Wiring Schools with Broadband in Portugal”, May
2010 47.
Heinz College, Carnegie Mellon University,
“Economies of Scale vs. Market Power: An Analysis of Economic Efficiency and
Application to the Telecommunications Industry”, November 2009 48.
Culturgest, “Bridging the Digital Divide
Through Mobile Broadband: The Case of Portugal”, Keynote Address, OECD Expert
Workshop on Measuring Mobile and Wireless Service Data, February 2009 B. Presentations in Conferences Full Paper Reviewed 49.
Ferreira, P., Fan, Z., Godinho de Matos, M.,
“Recommendations for Movies from Humans and Machines”, Conference on
Artificial Intelligence, Machine Learning, and Business Analytics, December
16-17, 2002, Harvard Business School, Cambridge, MA 50.
Yangfan, L., Zhou, M., Ferreira, P., Smith,
M., ”The Impact of Instructor Personality on the Success of Online
Educational Videos: A Multimodal Deep Learning Approach”, Conference on
Information Systems and Technology (CIST), October 15-26, 2022, Indianapolis,
IN 51.
Zhou, M., Chen, G., Ferreira, P., Smith, M.,
“Disrupting Class: Using Video Analytics and Machine Learning to Understand
Student Engagement Online”, Conference on Information Systems and Technology
(CIST), October 19-20, 2019, Seattle, WA 52.
Belo, R., Ferreira, P., Inbar, Y., Turner,
R., “Wifi Usage on Campus and Students Academic Performance”, Conference on
Information Systems and Technology (CIST), October 19-20, 2019, Seattle, WA 53.
Yang, C., Godinho de Matos, M., Ferreira,
P., “The Effect of Friends and Crowds Throughout the Consumer Shopping
Journey”, Conference on Digital Marketing and Machine Learning (DMML),
Carnegie Mellon University, December 8-10, 2018, Pittsburgh, PA 54.
Godinho de Matos, M., Ferreira, P., “Binge
Yourself Out: The Effect of Binge Watching on the Subscription of
Video-on-Demand”, Conference on Digital Marketing and Machine Learning
(DMML), Carnegie Mellon University, December 8-10, 2018, Pittsburgh, PA 55.
Zhe, D., Chang, A., Ferreira, P., Pavlov,
P., “The Effect of Smartphone use in the classroom on student performance:
Results from a randomized field experiment”, Conference on Information
Systems and Technology (CIST), November 2-3, 2018, Phoenix, AZ 56.
Yang, C., Godinho de Matos, M., Ferreira,
P., “The Effect of Friends and Crowds Throughout the Consumer Shopping
Journey”, Conference on Information Systems and Technology (CIST), November
2-3, 2018, Phoenix, AZ 57.
Reis, F., Ferreira, P., Godinho de Matos,
M., “The Effect of DNS Website Blocking on Piracy”, ZEW Conference on The
Economics of Information and Communication Technologies, June 21-22, 2018,
ZEW, Mannheim, Germany 58.
Godinho de Matos, M., Ferreira, P., “Binge
Yourself Out: The Effect of Binge Watching on the Subscription of
Video-on-Demand”, ZEW Conference on The Economics of Information and
Communication Technologies, June 21-22, 2018, ZEW, Mannheim, Germany 59.
Reis, F., Godinho de Matos, M., Ferreira,
P., “The Effect of Website Blocking on Piracy”, International Conference on
Information Systems (ICIS), December 10-13, 2017, Seoul, South Korea. Best
Paper Award in the Economics of Information Systems track 60.
Reis, F., Ferreira, P., Godinho de Matos,
M., Belo, R., “The Impact of TSTV on the Consumption of Media”, International
Conference on Information Systems (ICIS), December 10-13, 2017, Seoul, South
Korea. Best Paper Award in the Data Science track 61.
Godinho de Matos, M., Ferreira, P., “Binge
Yourself Out: The Impact of Binge Behavior on VoD Consumption”, International
Conference on Information Systems (ICIS), December 10-13, 2017, Seoul, South
Korea 62.
Godinho de Matos, M., Ferreira, P., “Binge
Yourself Out: The Impact of Binge Behavior on VoD Consumption”, Conference on
Information Systems and Technology (CIST), October 22-24, 2017, Houston, TX 63.
Yang, C., Godinho de Matos, M., Ferreira,
P., “The Effect of Friends and Crowds Throughout the Consumer Shopping
Journey”, Conference on Information Systems and Technology (CIST), November
11-12, 2016, Nashville, TN. 64.
Reis, F., Godinho de Matos, M., Ferreira,
P., “The Effect of Website Blocking on Piracy”, Conference on Information
Systems and Technology (CIST), November 11-12, 2016, Nashville, TN 65.
Reis, F., Ferreira, P., Godinho de Matos,
M., Belo, R. “The Impact of TSTV on the Consumption of Media”, Summer
Institute, National Bureau of Economic Research (NBER), July 21-22, 2016,
Cambridge, MA 66.
Reis, F., Ferreira, P., Godinho de Matos,
M., Belo, R. “The Impact of TSTV on the Consumption of Media”, ZEW Conference
on The Economics of Information and Communication Technologies, June 3-4,
2016, ZEW, Mannheim, Germany 67.
Yang, C., Godinho de Matos, M., Ferreira,
P., “Quantifying Switching Costs and the Role of Service Contracts in Triple
Play Markets”, Workshop on the Economics of Network Industries, May 13, 2016,
Telecom Paris Tech, France 68.
Reis, F. and Ferreira, P., “Understanding
the Role of Social Networks on Labor Market Outcomes Using a Large Dataset
from a Mobile Network”, International Conference of Information Systems
(ICIS), Dallas, Texas, US, December 13-15 69.
Reis, F., Godinho de Matos, M., Ferreira,
P., “Television and Internet Technologies of Convergence: Evidence from a
randomized trial”, Conference on Information Systems and Technology (CIST),
November 1-2, 2015, Philadelphia, PA 70.
Godinho de Matos, M., Ferreira, P. and Belo,
R., “Target the Ego or Target the Group: Evidence from a Randomized
Experiment”, ZEW Conference on the Economics of Information and Communication
Technologies, ZEW, Mannheim, Germany, June 12-13, 2015 71.
Belo, R., Ferreira, P., Godinho de Matos,
M., “Price Discounts and Peer effects in the Consumption of Information
Goods”, Conference on Information Systems and Technology (CIST), November
8-9, 2014, San Francisco, CA 72.
Han, Q., Ferreira, P. (2014), “The Role of
Peer Influence in Churn in Wireless Networks”, ASE International Conference
on Social Computing (ICSC), Beijing, China, August 4-7. Best Paper Award 73.
Godinho de Matos, M., Ferreira, P., Smith,
M., Telang, R. “The Impact of Likes on the Sales of Movies in VoD: A
Randomized Experiment”, National Bureau of Economic Research (NBER), July
18-19, 2013, Cambridge, MA 74.
Belo, R., Ferreira, P., “Is Social Influence
Always Positive? Evidence from a Large Mobile Network”, Summer Institute,
National Bureau of Economic Research (NBER), July 18-19, 2013, Cambridge, MA
(presented as a poster) 75.
Godinho de Matos, M., Ferreira, P., Telang,
R., Smith M., “The Impact of Popularity on Sales of Movies in
Video-on-Demand: A Randomized Experiment”, National Bureau of Economic
Research (NBER), Workshop on Economics of Digitization, Stanford, CA, March
7-8, 2013 76.
Godinho de Matos, M., Ferreira, P.,
Krackhardt, D., “Peer Influence in a Very Large Social Network: The Diffusion
of the iPhone Handset?”, International Conference of Information Systems
(ICIS), Orlando, Florida, US, December 16-19, 2012 77.
Godinho de Matos, M., Ferreira, P.,
Krackhardt, D., “Peer Influence and Homophily in the Diffusion of the iPhone
3G in a Very Large Social Network”, IEEE International Conference on Social
Computing (ICSC), Amsterdam, The Netherlands, September 3-5, 2012 78.
Belo, R., Ferreira, P., “Using Randomization
to Identify Social Influence in Mobile Networks”, IEEE International
Conference on Social Computing (ICSC), Amsterdam, The Netherlands, September
3-5, 2012 (poster) 79.
Belo, R., Ferreira, P., Telang, R.,
“Spillover Effects of Broadband in Schools and the Critical Role of
Children”, Industry Studies Association Annual Conference, University of
Pittsburgh, May 29-June 1, Pittsburgh, PA, 2012 80.
Belo, R., Ferreira, P., “Social Influence
and Product Adoption in Mobile Networks”, Workshop on ICT-Enabled Innovation,
Productivity and Growth, Imperial College, London, UK, April 23-24, 2012 81.
Belo, R., Ferreira, P., “From School to
Home: Spillover Effects of Broadband in Schools and the Critical Role of
Children”, ZEW Workshop on ICT-Enabled Innovation, Productivity and Growth,
Mannheim, October 24-25, 2011 82.
Belo, R., Ferreira, P., Telang, R., “The
Effects of Broadband in Schools: Evidence from Portugal”, ZEW Conference on
the Economics of Information and Communication Technologies, ZEW, Mannheim,
Germany, June 27-28, 2011 83.
Belo, R., Ferreira, P., Telang, R., “The
Effects of Broadband in Schools: Evidence from Portugal”, Industry Studies
Association Annual Conference, University of Pittsburgh, May 31-June 3,
Pittsburgh, PA, 2011 84.
Pereira, J. P., Ferreira, P., "Next
Generation Access Networks (NGANs) and the Geographical Segmentation of
Markets”, International Conference on Networking, IEEE Computer Society, St.
Maarten, Antilles, The Netherlands, January 23-28, 2011 85.
Belo, R., Ferreira, P., Telang, R.,
“Broadband in Schools: Does it help or hurt student performance?”,
International Conference of Information Systems (ICIS), Saint Louis,
Missouri, US, December 12-15, 2010 86.
Belo, R., Ferreira, P., Telang, R., “Impact
of Broadband in Schools: Evidence from Portugal”, Summer Institute, National Bureau
of Economic Research (NBER), Cambridge, MA, July 23-24, 2010 87.
Pereira, J. P., Ferreira, P., "Access
networks for mobility: A Techno‐Economic Model for Broadband Access
Technologies," International Conference on Testbeds and Research
Infrastructures for the Development of Networks and Communities, Washington,
DC, April 6-8, 2009 88.
Mateus, A., Ferreira, P., “Inefficiency from
provisioning the Internet selfishly”, International Conference on Networking,
IEEE Computer Society, Sainte-Luce, Martinique, France, April 22-28, 2007 89.
Ferreira, P., Sirbu, M., “Inefficiency in
Provisioning Interconnected Communication Networks”, 6th ACM Conference on
Electronic Commerce, Vancouver, BC, Canada, June 5-8, 2005 90.
Ferreira, P., Chuang, J., “Economies of
Scale vs. Market Power: An Analysis of Economic Efficiency and Application to
the Telecom Industry”, Annual Meeting of the Production and Operations
Management Society, April 29-May 2, Chicago, IL, 2005 91.
Ferreira, P. and Sirbu, M., “The Price of
Anarchy for Interconnected Communication Networks Provisioned Selfishly”,
International Workshop on Competition on Wireline and Wireless, London
Business School, London, UK, May 14-15, 2004 Extended Abstract Reviewed 92.
Godinho de Matos, M., Mamadehussene, S.,
Ferreira, P., “When Minus is More: Content Release Strategies for
Subscription Video on Demand”, Workshop on Information Systems and Economics
(WISE), December 16-17, 2022, Copenhagen Business School, Copenhagen, Denmark 93.
Quinn, M., Ferreira, P., Peukert, C.,
Godinho de Matos, M., “The Returns to Targeting: Evidence from a Field
Experiment”, Workshop on Information Systems and Economics (WISE), December
16-17, 2022, Copenhagen Business School, Copenhagen, Denmark 94.
Godinho de Matos, M., Mamadehussene, S.,
Ferreira, P., “When Minus is More: Content Release Strategies for
Subscription Video on Demand”, Conference on Digital Experiments (CODE@MIT),
Massachusetts Institute of Technology, October 20-21, 2022, Boston, MA 95.
Ferreira, P., Fan, Z., Godinho de Matos, M.,
“Recommendations for Movies by Humans and Machines”, Conference on Digital
Experiments (CODE@MIT), Massachusetts Institute of Technology, October 20-21,
2022, Boston, MA 96.
Godinho de Matos, M., Peukert, C., Quinn,
M., Ferreira, P., "Comparing the Performance of Different Recommend
Systems for Video-on-Demand", Conference on Digital Experiments
(CODE@MIT), Massachusetts Institute of Technology, October 20-21, 2022,
Boston, MA 97.
Godinho de Matos, M., Peukert, C., Quinn,
M., Ferreira, P., "Comparing the Performance of Different Recommend
Systems for Video-on-Demand", Symposium on Statistical Challenges in
eCommerce Research (SCECR), Instituto Empresa, Madrid, June 20-21, 2022 98.
Fan, Z., Ferreira, P., Godinho de Matos, M.,
"Man vs. Machine: the case of Movie Recommendations", Symposium on
Statistical Challenges in eCommerce Research (SCECR), Instituto Empresa,
Madrid, June 20-21, 2022 99.
Liang, Y., Ferreira, P., Smith, M.,
"The Impact of Instructor Personality on the Success of Online
Educational Videos: A Multimodal Deep Learning Approach", Workshop on
Information Systems and Economics (WISE), December 16-17, 2021, Austin, TX 100.Liang, Y., Ferreira, P., Smith, M.,
"The Impact of Instructor Personality on the Success of Online
Educational Videos: A Multimodal Deep Learning Approach", Symposium on
Statistical Challenges in eCommerce Research (SCECR), Virtual Conference, June
17-18, 2021 101.Claussen, J., Sen, A., Ferreira, P.,
“Local News, User Generated Content and Professionals: Evidence from Citizen
Journalism”, Symposium on Statistical Challenges in eCommerce Research
(SCECR), Virtual Conference, June 17-18, 2021 102.Deng, Z., Ferreira, P., Belo, R.,
Inbar, Y., “Video Creation and Watching in Formal Learning Environments: A
Randomized Field Experiment on Video-Based Peer Tutoring”, Symposium on
Statistical Challenges in eCommerce Research (SCECR), Virtual Conference,
June 17-18, 2021 103.Ferreira, P., Belo, R., Inbar, Y.,
Azevedo, I., “The effect of video creation and video watching on climate
change understanding”, Symposium on Statistical Challenges in eCommerce
Research (SCECR), Virtual Conference, June 17-18, 2021 104.Liang, Y., Zhou, M., Ferreira, P.,
Smith, M., ”The Impact of Instructor Personality on the Success of Online
Educational Videos: A Multimodal Deep Learning Approach”, Workshop on
Information Systems and Economics (WISE), virtual, December 16-17, 2020 105.Sen, A., Claussen, J., Ferreira, P.,
Grad, T., “Local News, UGC and Professionals: Evidence from Citizen
Journalism”, Workshop on Information Systems and Economics (WISE), virtual,
December 16-17, 2020 106.Clausen, J., Ferreira, P., Sen, A.,
“Local News, User Generated Content and Professionals: Evidence from Citizen
Journalism”, Symposium on Statistical Challenges in eCommerce Research
(SCECR), virtual, June 16-19, 2020 107.Zhe, D., Ferreira, P., Belo, R.,
Inbar, Y., “Video Creation and Watching in Formal Learning Environments: A Randomized Field Experiment on
Video-Based Peer Tutoring”, Symposium on Statistical Challenges in eCommerce
Research (SCECR), Virtual Conference, June 16-19, 2020 108.Zhou, M., Chen, G., Ferreira, P.,
Smith, M., "Disrupting Class: Using Video Analytics and Machine Learning
to Understand Student Engagement Online", Workshop on Information
Systems and Economics (WISE), December 19-20, 2019, Munich, Germany 109.Belo, R., Ferreira, P., Inbar, Y.,
Turner, R., "Wifi Usage on Campus and Students Academic
Performance", Workshop on Information Systems and Economics (WISE), December
19-20, 2019, Munich, Germany 110.Zhe, D., Chang, A., Ferreira, P.,
Pavlov, P., “The Effect of Smartphone use in the classroom on student
performance: Results from a randomized field experiment”, Workshop on
Information Systems and Economics (WISE), December 16-18, 2018, San
Francisco, CA 111.Zhe, D., Chang, A., Ferreira, P.,
Pavlov, P., “The Effect of Smartphone use in the classroom on student
performance: Results from a randomized field experiment”, Conference on
Digital Experiments (CODE@MIT), Massachusetts Institute of Technology,
October 26-27, 2018, Boston, MA 112.Yang, C., Godinho de Matos, M.,
Ferreira, P., “The Effect of Friends and Crowds Throughout the Consumer
Shopping Journey”, Conference on Digital Experiments (CODE@MIT),
Massachusetts Institute of Technology, October 26-27, 2018, Boston, MA 113.Godinho de Matos, M., Ferreira, P.,
“Binge Yourself Out: The Effect of Binge Watching on the Subscription of
Video-on-Demand”, Annual Mallen Economics of Filmed Entertainment Conference,
Berlin, Germany, September 27-28, 2018 114.Reis, F., Ferreira, P., Godinho de
Matos, M., “The Effect of DNS Website Blocking on Piracy”, Symposium on
Statistical Challenges in eCommerce Research (SCECR), June 18-19, 2018,
Rotterdam School of Management, Erasmus University, Netherlands 115.Godinho de Matos, M., Ferreira, P.,
“Binge Yourself Out: The Effect of Binge Watching on the Subscription of
Video-on-Demand”, Symposium on Statistical Challenges in eCommerce Research
(SCECR), June 18-19, 2018, Rotterdam School of Management, Erasmus University,
Netherlands 116.Deng, Z., Cheng, A., Ferreira, P.,
Pavlou, P.,” Mobile Distraction in Class: An Empirical Investigation on
Smartphone Use Policies”, Symposium on Statistical Challenges in eCommerce
Research (SCECR), June 18-19, 2018, Rotterdam School of Management, Erasmus
University, Netherlands 117.Deng, Z., Cheng, A., Ferreira, P.,
Pavlou, P.,” Mobile Distraction in Class: An Empirical Investigation on
Smartphone Use Policies”, Conference on Digital Experiments (CODE@MIT),
Massachusetts Institute of Technology, October 27-28, 2017, Boston, MA 118.Godinho de Matos, M., Ferreira, P.,
“The Effect of Binge Watching on the Subscription of Media Services”,
Conference on Digital Experiments (CODE@MIT), Massachusetts Institute of
Technology, October 27-28, 2017, Boston, MA 119.Godinho de Matos, M., Ferreira, P.,
“Binge Yourself Out: The Impact of Binge Behavior on VoD Consumption”,
Workshop on Information Systems and Economics (WISE), December 14-16, 2016,
Dublin, Ireland 120.Reis, F., Godinho de Matos, M.,
Ferreira, P., “The Effect of Website Blocking on Piracy”, Workshop on
Information Systems and Economics (WISE), December 14-16, 2016, Dublin,
Ireland 121.Yang, C., Godinho de Matos, M., Ferreira,
P., “The Effect of Friends and Crowds Throughout the Consumer Shopping
Journey”, Workshop on Information Systems and Economics (WISE), December
14-16, 2016, Dublin, Ireland 122.Godinho de Matos, M., Ferreira, P.,
“Binge Yourself Out: The Effect of Binge Watching on the Consumption of
Media”, Conference on Digital Experiments (CODE@MIT), Massachusetts Institute
of Technology, October 14-15, 2016, Boston, MA 123.Godinho de Matos, M., Ferreira, P.,
Smith, M. “Pirates Keep Downloading Even When it is Free: Evidence from a
Randomized Field Experiment”, Conference on Digital Experiments (CODE@MIT),
Massachusetts Institute of Technology, October 14-15, 2016, Boston, MA 124.Han, Q., Costeira, J., Ferreira, P.,
“The Effect of Product Placement on Shopping Behavior at the Point of
Purchase”, Conference on Digital Experiments (CODE@MIT), Massachusetts
Institute of Technology, October 14-15, 2016, Boston, MA 125.Reis, F., Ferreira, P., Godinho de
Matos, M., Belo, R., “The Impact of TSTV on the Consumption of Media”,
Symposium on Statistical Challenges in eCommerce Research (SCECR), June
22-24, 2016, Naxos, Greece 126.Belo, R., Godinho de Matos, M.,
Ferreira, P., “Target the Ego or Target the Group: Evidence from a
Field-Randomized Experiment in Pro-active Churn Management”, Symposium on
Statistical Challenges in eCommerce Research (SCECR), June 22-24, 2016,
Naxos, Greece 127.Zhang, X., Ferreira, P., Belo, R.,
Godinho de Matos, M. “Welfare Properties of Recommender Systems: Evidence
from a Randomized Experiment”, Workshop on Information Systems and Economics
(WISE), December 12-13, 2015, Dallas, TX 128.Yang, C., Godinho de Matos, M.,
Ferreira, P., “Quantifying Switching Costs and the Role of Service Contracts
in Triple Play Markets”, Workshop of Information Technology and Systems
(WITS), December 12-13, 2015, Dallas, TX 129.Belo, R., Godinho de Matos, M.,
Ferreira, P., “Target the Ego or target the Group: Evidence from a randomized
experiment”, Conference on Digital Experiments (CODE@MIT), Massachusetts
Institute of Technology, October 15-17, 2015, Boston, MA 130.Zhang, X., Ferreira, P., Belo, R.,
Godinho de Matos, M., “Welfare Properties of Recommender Systems: Evidence
from a Randomized Experiment”, Conference on Digital Experiments (CODE@MIT),
Massachusetts Institute of Technology, October 15-17, 2015, Boston, MA 131.Reis, F., Godinho de Matos, M.,
Ferreira, P., “The Effect of Time-Shift TV and Converge Technologies on TV
Consumption”, Conference on Digital Experiments (CODE@MIT), Massachusetts
Institute of Technology, October 15-17, 2015, Boston, MA 132.Zhang, X., F., Ferreira, P., Godinho
de Matos, M., Belo, R., “The Welfare Effects of Recommender Systems: Systems:
Evidence from a Randomized Experiment with Video-on-Demand”, Symposium on
Statistical Challenges in eCommerce Research (SCECR), June 14-16, 2015, Addis
Ababa, Ethiopia 133.Reis, F., Ferreira, P., Godinho de
Matos, M., “Can the TV fight back? Evidence of Substitution between TV and
Internet Consumption”, Symposium on Statistical Challenges in eCommerce
Research (SCECR), June 14-16, 2015, Addis Ababa, Ethiopia 134.Han, Q., Ferreira, P., Costeira, J.,
“Asymmetric Role of Social Influence in Smartphone Adoption in Large Mobile
Networks”, Conference on the Analysis of Mobile Phone Datasets and Networks
(NETMOB), MIT, Boston, MA, April 7-10, 2015 135.Reis, F., Ferreira, P., “Using
Mobile Data to Discover Peer Influence in Job Referral Networks”, Conference
on the Analysis of Mobile Phone Datasets and Networks (NETMOB), MIT, Boston,
MA, April 7-10, 2015 136.Belo, R., Ferreira, P., “Identifying
Social Influence in Viral Products Using Randomization”, Workshop on
Information Systems and Economics (WISE), Auckland University, December
17-20, 2014, Auckland, New Zealand 137.Belo, R., Ferreira, P., Godinho de
Matos, M., “Price Discounts and Peer effects in the Consumption of
Information Goods”, Conference on Digital Experiments (CODE@MIT),
Massachusetts Institute of Technology, October 5-7, 2014, Boston, MA 138.Belo, R., Godinho de Matos, M.,
Ferreira, P., “Prime-Time Any Time: The Effect of Time- shifted TV on Media
Consumption”, Symposium on Statistical Challenges in eCommerce Research
(SCECR), June 12-13, 2014, Tel Aviv University, Tel Aviv, Israel 139.Ferreira, P., Telang, R., Godinho de
Matos, M., “Contagious Churn in Cell Phone Networks”, Winter Conference on
Business Analytics (WCBI), February 27 – March 1, 2014, Snowbird, UT 140.Belo, R., Ferreira, P., Telang, R.,
“Spillovers Effects of Wiring Schools with Broadband: The Critical Role of
Children”, Workshop on Information Systems and Economics (WISE), Bocconni
University, 14-15 December 2013, Milan, Italy 141.Belo, R., Godinho de Matos, M.,
Ferreira, P., “Prime-Time Any Time: The Effect of Time- shifted TV on Media
Consumption”, Workshop of Information Technology and Systems (WITS), Bocconni
University, December 14-15, 2013, Milan, Italy 142.Belo, R., Ferreira, P., Telang, R.,
“Spillovers Effects of Wiring Schools with Broadband: The Critical Role of
Children”, Workshop of Information Technology and Systems (WITS), Bocconni
University, December 14-15, 2013, Milan, Italy 143.Godinho de Matos, M., Ferreira, P.,
Smith, M., Telang, R. “The Impact of Likes on the Sales of Movies in VoD: A
Randomized Experiment”, Workshop of Information Technology and Systems
(WITS), Bocconni University, December 14-15, 2013, Milan, Italy 144.Godinho de Matos, M., Ferreira, P.,
Smith, M., Telang, R. “The Impact of Likes on the Sales of Movies in VoD: A
Randomized Experiment”, Symposium on Statistical Challenges in eCommerce
Research (SCECR), June 27-28, 2013, Católica Lisbon, Lisbon, Portugal 145.Belo, R., Ferreira, P., “Is Social Influence
Always Positive? Evidence from a Large Mobile Network”, Symposium on
Statistical Challenges in eCommerce Research (SCECR), June 27-28, 2013,
Católica Lisbon, Lisbon, Portugal 146.Belo, R., Ferreira, P., “Is Peer
Influence Always Positive?”, Conference on the Analysis of Mobile Phone
Datasets and Networks (NETMOB), MIT, Boston, MA, May 1-3, 2013 147.Han, Q., Ferreira, P., “Determinants
of Subscriber Churn in Wireless Network, Role of Peer Influence”, Conference
on the Analysis of Mobile Phone Datasets and Networks (NETMOB), MIT, Boston,
MA, May 1-3, 2013 148.Godinho de Matos, M., Ferreira, P.,
Telang, R., Smith, M., “The Impact of Likes on Sales of Movies in VoD: A
Randomized Experiment”, Workshop Statistical & Machine Learning
Approaches to Network Experimentation, CMU, Pittsburgh, PA, April 24-26, 2013 149.Godinho de Matos, M., Ferreira, P.,
Krackhardt, D., Peer Influence and Homophily in the Diffusion of the iPhone
3G in a Very Large Social Network”, Workshop of Information Systems and
Economics (WISE), Orlando, Florida, US, December 15-16, 2012 (poster) 150.Belo, R., Ferreira, P., “Spillover
Effects of Broadband Adoption in Schools and the Critical Role of Children”,
Academy of Management Annual Meeting, Boston, MA, August 3-7, 2012 151.Belo, R., Ferreira, P., “Using
Randomization Methods to Identify Social Influence in Mobile Networks”,
Symposium on Statistical Challenges in eCommerce Research (SCECR), McGill
University, Montreal, QC, June 28-29, 2012 152.Godinho de Matos, M., Ferreira, P.,
“Peer Effects on the Adoption of the iPhone 3G”, Symposium on Statistical
Challenges in eCommerce Research (SCECR), McGill University, Montreal, QC,
June 28-29, 2012 153.Belo, R., Ferreira, P., “Using
Randomization Methods to Identify Social Influence in Mobile Networks”,
Conference on the Analysis of Mobile Phone Datasets and Networks (NETMOB),
MIT, Boston, MA, October 10-11, 2011 154.Krivitsky, P., Ferreira, P. and
Telang, R., “Network neighbor effects on customer churn in cell phone
networks”, Conference on the Analysis of Mobile Phone Datasets and Networks
(NETMOB), MIT, Boston, MA, October 10-11, 2011 155.Krivitsky, P., Ferreira, P. and
Telang, R., “Network neighbor effects on customer churn in cell phone
networks”, Symposium on Statistical Challenges in eCommerce Research (SCECR),
Rio de Janeiro, Brazil, June 27-28, 2011 156.Oraro, M., Ferreira, P., “Next
Generation Networks and Cost-based Bit-stream Access: Pricing Asymmetrical
Distribution of Risk”, Annual Conference of Competition and Regulation in
Network Industries, Brussels, Belgium, November 25, 2011 Abstract Reviewed 157.Godinho de Matos, M., Ferreira, P.,
“The Impact of Binge Watching on TV Viewership and on the Subscription of TV
Products”, Annual ISMS Marketing Science Conference, June 7-10, 2017, in Los
Angeles, CA 158.Belo, R., Godinho de Matos, M.,
Ferreira, P., “Target the Ego or Target the Group: Evidence from a Randomized
Field Experiment in Churn Management”, Annual ISMS Marketing Science
Conference, June 7-10, 2017, in Los Angeles, CA 159.Liang, Y., Ferreira, P., Smith, M.,
"The Impact of Instructor Personality on the Success of Online
Educational Videos: A Multimodal Deep Learning Approach", INFORMS Annual
Meeting, October 24-27, 2021, Anaheim, CA 160.Liang, Y., Ferreira, P., Smith, M.,
"The Impact of Instructor Personality on the Success of Online
Educational Videos: A Multimodal Deep Learning Approach", ISOM Research
Workshop, March 2019, Gainesville, FL 161.Yang, B. Godinho de Matos, M.,
Ferreira, P., “The Interplay of Information from Friends Versus Crowds in
Consumer Digital Shopping Journey”, Annual ISMS Marketing Science Conference,
June 7-10, 2017, in Los Angeles, CA 162.Zhang, X., Ferreira, P., Belo, R.,
Godinho de Matos, M., “The Welfare Properties of Recommender Systems”, Annual
ISMS Marketing Science Conference, June 7-10, 2017, in Los Angeles, CA 163.Zhang, X., Ferreira, P., Belo, R.,
Godinho de Matos, M., “How Do Personalized Recommendations and Price
Discrimination Compare?”, Annual ISMS Marketing Science Conference, June
7-10, 2017, in Los Angeles, CA 164.Reis, F., Ferreira, P., Godinho de
Matos, M., Belo, R., “The Impact of TSTV on the Consumption of Media”, Annual
ISMS Marketing Science Conference, June 7-10, 2017, in Los Angeles, CA 165.Han, Q., Costeira, J., Ferreira, P.,
“The Effect of Product Placement on Shopping Behavior at the Point of
Purchase”, INFORMS Annual Meeting, November 12-15, 2016, Nashville, TN 166.Ligo, A., Peha, J., Ferreira, P.,
Barros, J., “Comparison between Benefits and Costs of Offload of Mobile
Internet Traffic Via Vehicular Networks”, Telecommunications Policy Research
Conference (TPRC), George Mason University, September 25-27, Arlington, VA,
2015 167.Ferreira, P., “Randomized Field Experiments
in Network Settings in the Media Industry”, Workshop on Big Data for Social
Policy, The Fields Institute for Research in Mathematical Sciences, April
14-15, 2015, Toronto, Canada 168.Belo, R., Ferreira, P., Godinho de
Matos, M. “Price Discounts and Peer effects in the Consumption of Information
Goods”, INFORMS Annual Meeting, November 8-10, 2014, San Francisco, CA 169.Turner, R., Ferreira, P., Belo, R.,
“Peer effects in student performance: evidence from a University Setting”,
INFORMS Annual Meeting, November 8-10, 2014, San Francisco, CA 170.Belo, R., Godinho de Matos, M.,
Ferreira, P., “The Effect of Movie Streaming on the Consumption of TV”,
INFORMS Annual Meeting, Digital Media, October 6-9, 2013, Minneapolis, MN 171.Turner, R., Ferreira, P., “The
effect of Wifi on Students Grades in a University Setting”, Lisbon Research
Workshop on Economics, Statistics and Econometrics of Education, Technical
University of Lisbon, January 18-19, 2013 172.Belo, R., Ferreira, P., “Spillover
Effects from Wiring Schools with Broadband”, Lisbon Research Workshop on
Economics, Statistics and Econometrics of Education, Technical University of
Lisbon, January 18-19, 2013 173.Cho, D., Ferreira, P., Telang, R.,
“Empirical Analysis of Mobile Number Portability and Exclusive Handset Deal
on Switching Costs and Market Competition”, Telecommunications Policy
Research Conference (TPRC), George Mason University, September 21-23, Arlington,
VA, 2012 174.Belo, R., Ferreira, P., “Spillover
Effects of Broadband in Schools and the Critical Role of Children",
Telecommunications Policy Research Conference (TPRC), George Mason
University, September 21-23, Arlington, VA, 2012 175.Turner, R., Ferreira, P., “Effects
of Wifi Internet Usage on Academic Performance in a University Setting”,
Annual Conference on Science and Technology in Society, American Academy of
Arts and Science, Washington, DC, March 30-31, 2012 176.Oraro, M., Ferreira, P., “Cost-Based
Open Access and Next Generation Networks: Pricing Asymmetric Flexibility
Using Contingent Claim Analysis", Academy of Business Research
Conference, Atlantic City, NJ, September 13-15, 2011 177.Oraro, M., Ferreira, P., “Cost-Based
Open Access and Next Generation Networks: Pricing Asymmetric Flexibility
Using Contingent Claim Analysis", Telecommunications Policy Research
Conference (TPRC), George Mason University, September 23-25, Arlington, VA,
2011 178.Vaishnav, C., Ferreira, P.,
“Internet and Political Participation: A New Integrated Model for the Role of
the Internet in Cyber-Democracy", Telecommunications Policy Research
Conference (TPRC), George Mason University, September 23-25, Arlington, VA,
2011 179.Godinho de Matos, M., Ferreira, P.,
“Entry in Telecommunication Markets”, Telecommunications Policy Research
Conference (TPRC), George Mason University, September 23-25, Arlington, VA,
2011 180.Belo, R., Ferreira, P., Telang, R.,
“The Effects of Broadband in Schools: Evidence from Portugal”, Lisbon
Research Workshop on Economics and Econometrics of Education, Business School
of the Technical University of Lisbon, January 7-9, Lisbon, Portugal, 2011 181.Ferreira, P., “Market Power vs.
Economies of Scale: An Analysis of Economic Efficiency”, INFORMS Annual
Meeting, October 9-14, San Diego, CA, 2009 182.Patrick, A., Ferreira, P.,
“Spillover Effects from Wiring Schools with Broadband: Implications for
Universal Service Policy”, Telecommunications Policy Research Conference
(TPRC), September, Arlington, VA, 2009 183.Ferreira, P., Regateiro, A.,
“Opportunities and Challenges for Segmented Regulation with Next Generation
Networks", Telecommunications Policy Research Conference (TPRC), George
Mason University, October 1-3, Arlington, VA, 2008 184.Ferreira, P., Sirbu, M., “The
Inefficiency of Markets for Provisioning Advanced Telecommunication
Networks”, Telecommunication Policy Research Conference (TPRC), George Mason
University, October 1-3, Arlington, VA, 2004 185.Ferreira, P., “Selfish Provisioning
of Communication Networks”, INFORMS Annual Meeting, October 19-22, Atlanta,
GA, 2003 186.Ferreira, P., Sirbu, M.,
“Interconnection Strategies for Internet Service Providers”, International
Conference on Technology Policy and Innovation, EGADE Business School,
Sistema Tecnologico de Monterrey, June 10-13, Monterrey, Mexico, 2003 187.Conceição, P., Faria, P., Ferreira,
P., Padilla, B., Preto, P., “Does Inequality Hinder the Diffusion of
Technology? Preliminary Explorations”, International Conference on Technology
Policy and Innovation, EGADE Business School, Monterrey, June 10-13, Monterrey,
Mexico, 2003 188.Ferreira, P. “Implications of
Decreasing Bandwidth Price on Allocating Traffic between Transit and
Peering”, INFORMS Annual Meeting, November 17-20, San Jose, CA, US, 2002 189.Ferreira, P., “The Evolving
Architecture of the Internet: Policy Issues Associated with Transitioning to
a Competitive Environment”, International Conference on Technology Policy and
Innovation, 12-15 August, Kansai, Japan, 2002 190.Ferreira, P., McKnight, L.,
“Bandwidth trading markets as critical infrastructures for the development of
the Telecommunications industry”, International Conference on Technology
Policy and Innovation, TU Delft, 26-29 June, Delft, Netherlands, 2001 191.Ferreira, P., “Testing the
scalability of DWDM networks”, International Conference on Technology Policy
and Innovation, Politecnica Universidade Catolica, 28-31 August, Curitiba,
Brazil, 2000 192.Conceição, P., Ferreira, P.,
Galbraith J. K., “Update on the work by the UTIP on measuring inequality”,
International Conference on Macro-Dynamics of Inequality in the
Industrialized and Developing Countries, The Jerome Levy Institute of Bard
College, Annadale-on- the-Hudson, 28-29 October, NY, 1999 193.Conceição, P., Ferreira, P.,
“Exploring the potential of the Theil index”, International Conference on
Technology Policy and Innovation, LBJ School of Public Affairs, 1-2
September, Austin, TX, 1999 194.Ferreira, P., Heitor, M., Santos,
F., “Organizational Design for The Knowledge Economy”, International
Conference on Technology Policy and Innovation, 3-5 August, Fundação Calouste
Gulbenkian, Lisbon, Portugal, 1998 |