Sinan Aral

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 14

Top Topics

Matrix Factorization

Top Venues

Publications

Jeremy Yang, Dean Eckles, Paramveer Dhillon, Sinan Aral
Targeting for Long-Term Outcomes. Manag. Sci. 70 (6) (2024)
Sinan Aral, Erik Brynjolfsson, Chris Gu, Hongchang Wang, Dongjun Wu
Understanding the Returns from Integrated Enterprise Systems: The Impacts of Agile and Phased Implementation Strategies. MIS Q. 48 (2) (2024)
Sinan Aral, Paramveer S. Dhillon
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties. Manag. Sci. 69 (2) (2023)
Paramveer S. Dhillon, Sinan Aral
Modeling Dynamic User Interests: A Neural Matrix Factorization Approach. Mark. Sci. 40 (6) (2021)
Sinan Aral, Paramveer S. Dhillon
Digital Paywall Design: Implications for Content Demand and Subscriptions. Manag. Sci. 67 (4) (2021)
Paramveer S. Dhillon, Sinan Aral
Modeling Dynamic User Interests: A Neural Matrix Factorization Approach. CoRR (2021)
David Holtz, Ben Carterette, Praveen Chandar, Zahra Nazari, Henriette Cramer, Sinan Aral
The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify. EC (2020)
Madhav Kumar, Dean Eckles, Sinan Aral
Scalable bundling via dense product embeddings. CoRR (2020)
David Holtz, Benjamin A. Carterette, Praveen Chandar, Zahra Nazari, Henriette Cramer, Sinan Aral
The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify. CoRR (2020)
Jeremy Yang, Dean Eckles, Paramveer S. Dhillon, Sinan Aral
Targeting for long-term outcomes. CoRR (2020)
Shan Huang, Sinan Aral, Yu (Jeffrey) Hu, Erik Brynjolfsson
Social Advertising Effectiveness Across Products: A Large-Scale Field Experiment. Mark. Sci. 39 (6) (2020)
Sinan Aral, Yannis Bakos, Erik Brynjolfsson
Information Technology, Repeated Contracts, and the Number of Suppliers. Manag. Sci. 64 (2) (2018)
David Holtz, Diana Lynn MacLean, Sinan Aral
Social Structure and Trust in Massive Digital Markets. ICIS (2017)
Daniel Rock, Sinan Aral, Sean J. Taylor
Identification of Peer Effects in Networked Panel Data. ICIS (2016)
Sinan Aral, Dylan Walker
Tie Strength, Embeddedness, and Social Influence: A Large-Scale Networked Experiment. Manag. Sci. 60 (6) (2014)
Kirstin Gillon, Sinan Aral, Ching-Yung Lin, Sunil Mithas, Mark Zozulia
Business Analytics: Radical Shift or Incremental Change? CAIS 34 (2014)
Sinan Aral, Chrysanthos Dellarocas, David Godes
Introduction to the Special Issue - Social Media and Business Transformation: A Framework for Research. Inf. Syst. Res. 24 (1) (2013)
Sean J. Taylor, Eytan Bakshy, Sinan Aral
Selection effects in online sharing: consequences for peer adoption. EC (2013)
Sean J. Taylor, Eytan Bakshy, Sinan Aral
Selection Effects in Online Sharing: Consequences for Peer Adoption. CoRR (2013)
Sinan Aral, Lev Muchnik, Arun Sundararajan
Engineering social contagions: Optimal network seeding in the presence of homophily. Netw. Sci. 1 (2) (2013)
Arun Sundararajan, Foster J. Provost, Gal Oestreicher-Singer, Sinan Aral
Research Commentary - Information in Digital, Economic, and Social Networks. Inf. Syst. Res. 24 (4) (2013)
Sinan Aral, Erik Brynjolfsson, Marshall W. van Alstyne
Information, Technology, and Information Worker Productivity. Inf. Syst. Res. 23 (3-2) (2012)
Sinan Aral, Erik Brynjolfsson, Lynn Wu
Three-Way Complementarities: Performance Pay, Human Resource Analytics, and Information Technology. Manag. Sci. 58 (5) (2012)
Sinan Aral, Vincent J. David
The Anatomy & Dynamics of Vision Advantages. ICIS (2012)
Sinan Aral, Dylan Walker
Identifying Social Influence in Networks Using Randomized Experiments. IEEE Intell. Syst. 26 (5) (2011)
Sinan Aral
Commentary - Identifying Social Influence: A Comment on Opinion Leadership and Social Contagion in New Product Diffusion. Mark. Sci. 30 (2) (2011)
Sinan Aral, Dylan Walker
Creating Social Contagion Through Viral Product Design: A Randomized Trial of Peer Influence in Networks. Manag. Sci. 57 (9) (2011)
Sinan Aral, Panos Ipeirotis, Sean J. Taylor
Content and Context: Identifying the Impact of Qualitative Information on Consumer Choice. ICIS (2011)
Sinan Aral, Dylan Walker
Creating Social Contagion through Viral Product Design: A Randomized Trial of Peer Influence in Networks. ICIS (2010)
Sinan Aral, Erik Brynjolfsson, Lynn Wu
Testing Three-Way Complementarities: Performance Pay, Monitoring and Information Technology. ICIS (2009)
Lynn Wu, Benjamin N. Waber, Sinan Aral, Erik Brynjolfsson, Alex Pentland
Mining Face-to-Face Interaction Networks Using Sociometric Badges: Predicting Productivity in an IT Configuration Task. ICIS (2008)
Sinan Aral, Erik Brynjolfsson, Marshall W. van Alstyne
Productivity Effects of Information Diffusion in E-Mail Networks. ICIS (2007)
Sinan Aral, Erik Brynjolfsson, D. J. Wu
Which Came First, IT or Productivity? The Virtuous Cycle of Investment and Use In Enterprise Systems. ICIS (2006)
Sinan Aral, Erik Brynjolfsson, Marshall W. van Alstyne
Information, Technology and Information Worker Productivity: Task Level Evidence. ICIS (2006)