Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion

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Human Dynamics

Human Dynamics

Publication

Prioritizing Early Disease Intervention

Caicedo, H.H., Darrow, J.J., Caicedo, J.C. et al. Prioritizing Early Disease Intervention. Ther Innov Regul Sci 57, 1148–1152 (2023). https://doi.org/10.1007/s43441-023-00569-3

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Flexible social inference facilitates targeted social learning when rewards are not observable

Hawkins, R.D., Berdahl, A.M., Pentland, A.‘. et al. Flexible social inference facilitates targeted social learning when rewards are not observable. Nat Hum Behav (2023). https://doi.org/10.1038/s41562-023-01682-x

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Implications of COVID-19 vaccination heterogeneity in mobility networks

Yuan, Y., Jahani, E., Zhao, S. et al. Implications of COVID-19 vaccination heterogeneity in mobility networks. Commun Phys 6, 206 (2023). https://doi.org/10.1038/s42005-023-01325-7

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Gaka-chu: a self-employed autonomous robot artist

E. C. Ferrer, I. Berman, A. Kapitonov, V. Manaenko, M. Chernyaev and P. Tarasov, "Gaka-Chu: A Self-Employed Autonomous Robot Artist," 2023 IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 2023, pp. 11583-11589, doi: 10.1109/ICRA48891.2023.10160866.

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Harnessing digital federation platforms and data cooperatives to empower SMEs and local small communities

Bühler, M. et al., 2023. Harnessing Digital Federation Platforms and Data Cooperatives to Empower SMEs and Local Small Communities, OBSERVER RESEARCH FOUNDATION. India.

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Art and the science of generative AI

Epstein, Hertzmann, et al. "Art and the science of generative AI." Science 380.6650 (2023): 1110-1111.

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The dynamics of attention in digital ecosystems

Epstein, Ziv. The dynamics of attention in digital ecosystems. Diss. Massachusetts Institute of Technology, 2019.

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Why voters who value democracy participate in democratic backsliding

Braley, A., Lenz, G.S., Adjodah, D. et al. Why voters who value democracy participate in democratic backsliding. Nat Hum Behav (2023). https://doi.org/10.1038/s41562-023-01594-w

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Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters

Yabe, T., Bueno, B.G.B., Dong, X. et al. Behavioral changes during the COVID-19 pandemic decreased income diversity of urban encounters. Nat Commun 14, 2310 (2023). https://doi.org/10.1038/s41467-023-37913-y

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Trash to Treasure: Using text-to-image models to inform the design of physical artefacts

Smith, A., Schroeder, H., Epstein, Z., Cook, M., Colton, S., & Lippman, A. (2023). Trash to Treasure: Using text-to-image models to inform the design of physical artefacts.

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Yourfeed: Towards open science and interoperable systems for social media

Epstein Z and Hause L. Yourfeed: Towards open science and interoperable systems for social media. arXiv.

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Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas

Aleta, Alberto, et al. "Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas." PNAS, Vol. 119 | No. 26. June 13, 2022. https://doi.org/10.1073/pnas.211218211

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Social Influence Leads to the Formation of Diverse Local Trends

Epstein, Ziv, et al. "Social influence leads to the formation of diverse local trends." Proceedings of the ACM on Human-Computer Interaction 5.CSCW2 (2021): 1-18.

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Building the New Economy

Pentland, Alex, Alexander Lipton, and Thomas Hardjono. "Building the New Economy." MIT Press.

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Following Leaders in Byzantine Multirobot Systems by Using Blockchain Technology

E. C. Ferrer, E. Jiménez, J. L. Lopez-Presa and J. Martín-Rueda, "Following Leaders in Byzantine Multirobot Systems by Using Blockchain Technology," in IEEE Transactions on Robotics, doi: 10.1109/TRO.2021.3104243.

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Mobility patterns are associated with experienced income segregation in large US cities

Moro, E., Calacci, D., Dong, X. et al. Mobility patterns are associated with experienced income segregation in large US cities. Nat Commun 12, 4633 (2021). https://doi.org/10.1038/s41467-021-24899-8

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Secure and secret cooperation in robot swarms

E. C. Ferrer, T. Hardjono, A. S. Pentland, M. Dorigo, Secure and secret cooperation in robot swarms. Sci. Robot. 6, eabf1538 (2021).

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Accuracy-Risk Trade-Off Due to Social Learning in Crowd-Sourced Financial Predictions

Adjodah, Dhaval, et al. "Accuracy-Risk Trade-Off Due to Social Learning in Crowd-Sourced Financial Predictions." Entropy 23.7 (2021): 801.

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Association between COVID-19 Outcomes and Mask Mandates, Adherence, and Attitudes

D. Adjodah, et al (2021) Association between COVID-19 Outcomes and Mask Mandates, Adherence, and Attitudes, PLOS ONE, doi: https://doi.org/10.1371/journal.pone.0252315

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Universal resilience patterns in labor markets

E. Moro, et al (2021) Universal resilience patterns in labor markets, Nature Communications, 12(1972), DOI:https://doi.org/10.1038/s41467-021-22086-3

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A Neural-Symbolic Approach for User Mental Modeling: A Step Towards Building Exchangeable Identities

H. Rahnama, M. Alirezaie, and A. Pentland (2021) A Neural-Symbolic Approach for User Mental Modeling: A Step Towards Building Exchangeable Identities, AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering

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Shifting attention to accuracy can reduce misinformation online

Pennycook, G., Epstein, Z., Mosleh, M. et al. Shifting attention to accuracy can reduce misinformation online. Nature (2021). https://doi.org/10.1038/s41586-021-03344-2

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COVID-19 policy analysis: labour structure dictates lockdown mobility behaviour

Heroy Samuel, Loaiza Isabella, Pentland Alex and O’Clery Neave 2021COVID-19 policy analysis: labour structure dictates lockdown mobility behaviourJ. R. Soc. Interface.182020103520201035 http://doi.org/10.1098/rsif.2020.1035

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Computational social science: Obstacles and opportunities

D. M. J. Lazer, A. Pentland, et al (2020). Computational social science: Obstacles and opportunities, Science, 369 (6507), pp. 1060-1062, DOI: 10.1126/science.aaz8170

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Kernel Methods for Cooperative Contextual Bandits

Abhimanyu Dubey and Alex Pentland. Kernel methods for cooperative contextual bandits. International Conference on Machine Learning, 2020.

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Robust Algorithms for Multiagent Bandits with Heavy Tails

Abhimanyu Dubey and Alex Pentland. Robust algorithms for multiagent bandits with heavy tails. International Conference on Machine Learning, 2020.

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Differentially-Private Federated Linear Bandits

Dubey, A., & Pentland, A. (2020). Differentially-Private Federated Linear Bandits. Advances in Neural Information Processing Systems 33.

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Adaptive social networks promote the wisdom of crowds

Almaatouq, Abdullah, Alejandro Noriega-Campero, Abdulrahman Alotaibi, P. M. Krafft, Mehdi Moussaid, and Alex Pentland. "Adaptive social networks promote the wisdom of crowds." Proceedings of the National Academy of Sciences, May 2020, 201917687; DOI: 10.1073/pnas.1917687117.

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Collective Behavior over Social Networks with Data-driven and Machine Learning Models

Leng, Yan. Collective Behavior over Social Networks with Data-driven and Machine Learning Models. Diss. Massachusetts Institute of Technology, 2020.

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Private and Byzantine-Proof Cooperative Decision-Making

Abhimanyu Dubey and Alex Pentland. Private and byzantine-proof cooperative decision-making. In Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems, pages 357–365, 2020.

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Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle

N. Oliver, et al.(2020) Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle, Science Advances, pp.1-10. DOI: 10.1126/sciadv.abc0764

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Will the crowd game the algorithm? Using layperson judgments to combat misinformation on social media by downranking distrusted sources

Epstein, Ziv, Gordon Pennycook, and David Rand. "Will the crowd game the algorithm? Using layperson judgments to combat misinformation on social media by downranking distrusted sources." (2019).

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Measuring the predictability of life outcomes with a scientific mass collaboration

M. Salganik, et al (2020) Measuring the predictability of life outcomes with a scientific mass collaboration, Proceedings of the National Academy of Sciences, 117 (15), pp. 8398-8403, DOI:10.1073/pnas.1915006117

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Network Dynamics of a Financial Ecosystem

Somin, S., Altshuler, Y., Gordon, G., Pentland, A., Shmueli, E. (2020).Network Dynamics of a Financial Ecosystem. Scientific Reports 10, 4587, pp.1-10.

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Human and Artificial Intelligence in Decision Systems for Social Development

Noriega Campero, A. (2019). Human and Artificial Intelligence in Decision Systems for Social Development (Doctoral dissertation, Massachusetts Institute of Technology).

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Founders’ Dynamics – Interpersonal Relationships and Between-Team Interaction in Early Startups

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The Tradeoff Between the Utility and Risk of Location Data and Implications for Public Good

Calacci, Dan, Alex Berke, Kent Larson, Sandy Pentland. "The tradeoff between the utility and risk of location data and implications for public good." Presented at the Oxford & London School of Economics Connected Life conference. (2019). https://arxiv.org/abs/1905.09350

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Machine behaviour

Rahwan, Iyad, Manuel Cebrian, Nick Obradovich, Josh Bongard, Jean-François Bonnefon, Cynthia Breazeal, Jacob W. Crandall, et al. “Machine Behaviour.” Nature 568, no. 7753 (April 2019): 477. https://doi.org/10.1038/s41586-019-1138-y.

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Editorial: Proceedings of the First Symposium on Blockchain and Robotics, MIT Media Lab, December 5th 2018

Castelló Ferrer, E., Hardjono, T., & Pentland, A. (2019). Editorial: Proceedings of the First Symposium on Blockchain and Robotics, MIT Media Lab, 5 December 2018. Ledger, 4. doi:https://doi.org/10.5195/ledger.2019.179

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Robotic Services for New Paradigm Smart Cities Based on Decentralized Technologies

Kapitonov, A., Lonshakov, S., Berman, I., Castelló Ferrer, E., Bonsignorio, F., Bulatov, V., & Svistov, A. (2019). Robotic Services for New Paradigm Smart Cities Based on Decentralized Technologies. Ledger, 4. doi:https://doi.org/10.5195/ledger.2019.177

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Grex: A Decentralized Hive Mind

Khawalid, A., Acristinii, D., van Toor, H., & Castelló Ferrer, E. (2019). Grex: A Decentralized Hive Mind. Ledger, 4. doi:https://doi.org/10.5195/ledger.2019.176

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GINA: Group Gender Identification Using Privacy-Sensitive Audio Data

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An open-source sensor platform for analysis of group dynamics

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An interpretable approach for social network formation among heterogeneous agents

Yuan, Yuan, Ahmad Alabdulkareem, and Alex Pentland. "An interpretable approach for social network formation among heterogeneous agents." Nature Communications 9.1 (2018): 4704.

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Urban Swarms: A new approach for autonomous waste management

A. L. Alfeo et al., "Urban Swarms: A new approach for autonomous waste management," 2019 International Conference on Robotics and Automation (ICRA), Montreal, QC, Canada, 2019, pp. 4233-4240.

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Social Capital Accounting

T. Nishikata, T. Hardjono and A. Pentland, Social Capital Accounting, October 2018.

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Active Fairness in Algorithmic Decision Making

Noriega-Campero, A., Bakker, M., Garcia-Bulle, B., & Pentland, A. (2018). Active Fairness in Algorithmic Decision Making. arXiv preprint arXiv:1810.00031.

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Patterns of interaction predict social role in online learning

Sun, Huaiyi Cici, Dan Calacci, and Alex Sandy Pentland. "Patterns of Interaction Predict Social Role in Online Learning."

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Managing Byzantine Robots via Blockchain Technology in a Swarm Robotics Collective Decision Making Scenario

Volker Strobel, Eduardo Castelló Ferrer, and Marco Dorigo. 2018. Managing Byzantine Robots via Blockchain Technology in a Swarm Robotics Collective Decision Making Scenario. In Proc. of the 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), Stockholm, Sweden, July 10–15, 2018, IFAAMAS

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The Online Voice of Health Consumers in China: A Text Mining Approach to Online Doctor Reviews

Hao H, Zhang K. The Voice of Chinese Health Consumers: A Text Mining Approach to Web-Based Physician Reviews. J Med Internet Res 2016;18(5):e108. URL: https://www.jmir.org/2016/5/e108. DOI: 10.2196/jmir.4430

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eTELEMED

Murata, Y. AlSalamah, S. A. AlSalamah, H. A. Quero, G. Gheorghiu, B. Ossebaard, H. C. (Eds.). (2018). The Tenth International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED). Rome, Italy. IARIA XPS Press.

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Quantifying the Impact of Social Influence on the Information Technology Adoption Process by Physicians: A Hierarchical Bayesian Learning

H Hao, R Padman, B Sun, R Telang. Information Systems Research, 2018, 29(1), pp. 25–41. https://doi.org/10.1287/isre.2017.0746

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Generation of visually aesthetic and detailed 3D models of historical cities by using laser scanning and digital photogrammetry

Balsa-Barreiro, José and Dieter Fritsch. 2018. Generation of visually aesthetic and detailed 3D models of historical cities by using laser scanning and digital photogrammetry. Digital Applications in Archaeology and Cultural Heritage 8: 57-64.

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RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction

Eduardo Castello Ferrer, Ognjen Rudovic, Thomas Hardjono, Alex Pentland, “RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction” eTELEMED 2018.

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Patient-Centred Care Threats

Alsalamah, S., Alsalamah, H., Gray, A. W., & Hilton, J. (2018). Information Security Threats in Patient-Centred Healthcare. In Information Management Association (Ed.), Health Care Delivery and Clinical Science: Concepts, Methodologies, Tools, and Applications (pp. 1531-1552). Hershey, PA: IGI Global. doi:10.4018/978-1-5225-3926-1.ch077.

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Rhythm: A Unified Measurement Platform for Human Organizations

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Rhythm: A Unified Measurement Platform for Human Organizations

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Wild Animals in Daily Life

Remo Manuel Frey, Gabriel A. Miller, Alexander Ilic, Elgar Fleisch, Alex 'Sandy' Pentland. 2017. Wild Animals in Daily Life. 38th International Conference on Information Systems (ICIS 2017), Seoul, South Korea

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Good Learning – Analyzing Meetings of Sloan Fellows

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Improving official statistics in emerging markets using machine learning and mobile phone data

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Secure Sharing of Geospatial Wildlife Data

Remo Manuel Frey, Thomas Hardjono, Christian Smith, Keeley Erhardt, Alex 'Sandy' Pentland. 2017. Secure Sharing of Geospatial Wildlife Data. 4th International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data (GeoRich’17), Chicago, IL, USA

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Centralized, Parallel, and Distributed Information Processing during Collective Sensemaking

Peter Krafft, Kaitlyn Zhou, Isabelle Edwards, Kate Starbird, Emma Spiro. (2017). Centralized, Parallel, and Distributed Information Processing during Collective Sensemaking. ACM CHI Conference on Human Factors in Computing Systems (CHI).

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A tale of two countries: International comparison of online doctor reviews between China and the United States

Haijing Hao, Kunpeng Zhang, Weiguang Wang, Gordon Gao. A tale of two countries: International comparison of online doctor reviews between China and the United States. International Journal of Medical Informatics. Volume 99, 2017, Pages 37-44, ISSN 1386-5056, https://doi.org/10.1016/j.ijmedinf.2016.12.007.

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Bots as Virtual Confederates: Design and Ethics

Peter Krafft, Michael Macy, Sandy Pentland. (2017). Bots as Virtual Confederates: Design and Ethics. The 20th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW).

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An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system

An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system. Haijing Hao and Rema Padman. Health Informatics Journal. First Published December 21, 2016. https://doi.org/10.1177/1460458216675499

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Inferring Population Preferences via Mixtures of Spatial Voting Models

Ali Nahm, Sandy Pentland, Peter Krafft. (2016). Inferring Population Preferences via Mixtures of Spatial Voting Models. The 8th International Conference on Social Informatics (SocInfo).