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From fake social media accounts and generative artificial intelligence chatbots to trading algorithms and self-driving vehicles, robots, bots and algorithms are proliferating and permeating our communication channels, social interactions, economic transactions and transportation arteries.
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Persuasive robotics: The influence of robot gender on human behavior
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Sniping and squatting in auction markets
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From the Semantic Web to social machines: A research challenge for AI on the World Wide Web
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Cooperative behavior cascades in human social networks
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Wisdom of the crowd or technicity of content? Wikipedia as a sociotechnical system
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Suri, S. & Watts, D. J · 2011
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How social influence can undermine the wisdom of crowd effect
Lorenz, J., Rauhut, H., Schweitzer, F. & Helbing, D · 2011
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Does algorithmic trading improve liquidity?
Hendershott, T., Jones, C. M. & Menkveld, A. J · 2011
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The lives of bots
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Thinking, Fast and Slow (Penguin, 2012)
Kahneman, D · 2012
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Too fast too furious: Faster financial-market trading agents can give less efficient markets
Cartlidge, J., De Luca, M., Szostek, C. & Cliff, D · 2012
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People are strange when you’re a stranger: Impact and influence of bots on social networks
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A dysfunctional role of high frequency trading in electronic markets
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Socialbots: Voices from the fronts
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Bots and cyborgs: Wikipedia’s immune system
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An experimental study on emotional reactions towards a robot
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Measuring the benefits to sniping on eBay: Evidence from a field experiment
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Social contagion theory: Examining dynamic social networks and human behavior
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Muchnik, L., Aral, S. & Taylor, S. J · 2013
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You followed my bot! Transforming robots into influential users in Twitter
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The diversity of high-frequency traders
Hagströmer, B. & Nordén, L · 2013
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Abrupt rise of new machine ecology beyond human response time
Johnson, N. et al · 2013
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When the levee breaks: Without bots, what happens to Wikipedia’s quality control processes?
Geiger, R. S. & Halfaker, A · 2013
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People help robots who help others, not robots who help themselves
Hayes, B., Ullman, D., Alexander, E., Bank, C. & Scassellati, B · 2014
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Mixed human/entity games and the anomalous effects of misattributing strategic agency
Frey, S · 2014
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High-frequency trading and price discovery
Brogaard, J., Hendershott, T. & Riordan, R · 2014
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Rise of the machines: Algorithmic trading in the foreign exchange market
Chaboud, A. P., Chiquoine, B., Hjalmarsson, E. & Vega, C · 2014
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Bots vs. Wikipedians, anons vs. logged-ins (redux): A global study of edit activity on Wikipedia and Wikidata
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Algorithm aversion: People erroneously avoid algorithms after seeing them err
Dietvorst, B. J., Simmons, J. P. & Massey, C · 2015
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Is sniping a problem for online auction markets?
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Ullmann-Margalit, E · 2015
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This image intentionally left blank: Mundane images increase citizen science participation
Bowyer, A., Maidel, V., Lintott, C., Swanson, A. & Miller, G · 2015
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Reverse engineering socialbot infiltration strategies in Twitter
Freitas, C., Benevenuto, F., Ghosh, S. & Veloso, A · 2015
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The high-frequency trading arms race: Frequent batch auctions as a market design response
Budish, E., Cramton, P. & Shim, J · 2015
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Dissecting a social botnet: Growth, content and influence in Twitter
Abokhodair, N., Yoo, D. & McDonald, D. W · 2015
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Political bots and the manipulation of public opinion in Venezuela
Forelle, M., Howard, P., Monroy-Hernández, A. & Savage, S · 2015
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Interacting with bots online: Users’ reactions to actions of automated programs in Wikipedia
Clément, M. & Guitton, M. J · 2015
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Characteristics of socio-technical systems
Emery, F · 2016
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Human-machine networks: Towards a typology and profiling framework
Eide, A. W. et al · 2016
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The rise of social bots
Ferrara, E., Varol, O., Davis, C., Menczer, F. & Flammini, A · 2016
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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (Crown Publishing Group, 2016)
O’Neil, C · 2016
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Measuring bot and human behavioral dynamics
Pozzana, I. & Ferrara, E · 2020
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Prevalence of low-credibility information on Twitter during the COVID-19 outbreak
Yang, K.-C., Torres-Lugo, C. & Menczer, F · 2020
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Social media bots and stock markets
Fan, R., Talavera, O. & Tran, V · 2020
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Large-scale communication is more complex and unpredictable with automated bots
Hilbert, M. & Darmon, D · 2020
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An empirical analysis of human-bot interaction on Reddit
Ma, M.-C. & Lalor, J. P · 2020
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Hybrid collective intelligence in a human–AI society
Peeters, M. M. M. et al · 2021
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An empirical analysis of algorithmic pricing on Amazon marketplace
Chen, L., Mislove, A. & Wilson, C · 2016
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The economics of high-frequency trading: Taking stock
Menkveld, A. J · 2016
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Botivist: Calling volunteers to action using online bots
Savage, S., Monroy-Hernandez, A. & Höllerer, T · 2016
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BotOrNot: A system to evaluate social bots
Davis, C. A., Varol, O., Ferrara, E., Flammini, A. & Menczer, F · 2016
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Bots, #strongerIn, and #brexit: Computational propaganda during the UK-EU referendum
Howard, P. N. & Kollanyi, B · 2016
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On the influence of social bots in online protests
Suárez-Serrato, P., Roberts, M. E., Davis, C. & Menczer, F · 2016
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Human-agent coordination in a group formation game
Takko, T., Bhattacharya, K., Monsivais, D. & Kaski, K · 2021
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How Humans Judge Machines (MIT Press, 2021)
Hidalgo, C. A., Orghian, D., Canals, J. A., Almeida, F. D. & Martin, N · 2021
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Algorithm exploitation: Humans are keen to exploit benevolent AI
Karpus, J., Krüger, A., Verba, J. T., Bahrami, B. & Deroy, O · 2021
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Strategic interactions between humans and artificial intelligence: Lessons from experiments with computer players
March, C · 2021
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Towards prosocial design: A scoping review of the use of robots and virtual agents to trigger prosocial behaviour
Oliveira, R., Arriaga, P., Santos, F. P., Mascarenhas, S. & Paiva, A · 2021
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Bad machines corrupt good morals
Köbis, N., Bonnefon, J.-F. & Rahwan, I · 2021
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A minority of one against a majority of robots: Robots cause normative and informational conformity
Salomons, N., Sebo, S. S., Qin, M. & Scassellati, B · 2021
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The corruptive force of AI-generated advice
Leib, M., Köbis, N. C., Rilke, R. M., Hagens, M. & Irlenbusch, B · 2021
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Humans rely more on algorithms than social influence as a task becomes more difficult
Bogert, E., Schecter, A. & Watson, R. T · 2021
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The impact of automated investment on peer-to-peer lending: Investment behavior and platform efficiency
Chen, C., Li, G., Fan, L. & Qin, J · 2021
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Autonomous algorithmic collusion: Q-learning under sequential pricing
Klein, T · 2021
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Algorithms in the marketplace: An empirical analysis of automated pricing in e-commerce
Wieting, M. & Sapi, G · 2021
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Reduced demand uncertainty and the sustainability of collusion: How AI could affect competition
O’Connor, J. & Wilson, N. E · 2021
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Competition in pricing algorithms
Brown, Z. Y. & MacKay, A · 2021
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The strength of weak bots
Keijzer, M. A. & Mäs, M · 2021
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Social influence undermines the wisdom of the crowd in sequential decision making
Frey, V. & van de Rijt, A · 2021
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Human learning from Artificial Intelligence: Evidence from human Go players’ decisions after AlphaGo
Shin, M., Kim, J. & Kim, M · 2021
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Hybrid intelligence-combining the human in the loop with the computer in the loop: A systematic literature review
Wiethof, C. & Bittner, E · 2021
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Gender imbalance and spatiotemporal patterns of contributions to citizen science projects: The case of Zooniverse
Ibrahim, K., Khodursky, S. & Yasseri, T · 2021
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Beyond the command: Feminist STS research and critical issues for the design of social machines
Wagman, K. B. & Parks, L · 2021
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Stewardship of global collective behavior
Bak-Coleman, J. B. et al · 2021
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Sociological perspectives on artificial intelligence: A typological reading
Liu, Z · 2021
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Modularity and composite diversity affect the collective gathering of information online
Pescetelli, N., Rutherford, A. & Rahwan, I · 2021
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Do high-frequency traders anticipate buying and selling pressure?
Hirschey, N · 2021
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Bots and misinformation spread on social media: Implications for COVID-19
Himelein-Wachowiak, M. et al · 2021
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Social media, sentiment and public opinions: Evidence from #Brexit and #USElection
Gorodnichenko, Y., Pham, T. & Talavera, O · 2021
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The new chat bots could change the world. Can you trust them?
Metz, C · 2022
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Advances in collaborative filtering
Koren, Y., Rendle, S. & Bell, R · 2022
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Candrian, C. & Scherer, A · 2022
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For what it’s worth: Humans overwrite their economic self-interest to avoid bargaining with AI systems
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Algorithmic Trading in Experimental Markets with Human Traders: A Literature Survey (Edward Elgar Publishing, 2022)
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Algorithmic and human collusion
Werner, T · 2022
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Algorithmic pricing facilitates tacit collusion: Evidence from e-commerce
Musolff, L · 2022
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Simple bots breed social punishment in humans
Shen, C., He, Z., Shi, L., Wang, Z. & Tanimoto, J · 2022
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Delegation to artificial agents fosters prosocial behaviors in the collective risk dilemma
Fernández Domingos, E. et al · 2022
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Brinkmann, L. et al · 2022
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Twitter says it removes over 1 million spam accounts each day
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Milmo, D. & Stacey, K · 2023
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As A.I.-Controlled Killer Drones Become Reality, Nations Debate Limits
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Angerer, M., Neugebauer, T. & Shachat, J · 2023
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Artificial intelligence and pricing , vol. 20 (Emerald Publishing Limited, 2023)
Aparicio, D. & Misra, K · 2023
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Strategic responses to algorithmic recommendations: Evidence from hotel pricing
Garcia, D., Tolvanen, J. & Wagner, A. K · 2023
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Johnson, J. P., Rhodes, A. & Wildenbeest, M · 2023
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Normann, H.-T. & Sternberg, M · 2023
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Small bots, big impact: Solving the conundrum of cooperation in optional Prisoner’s Dilemma game through simple strategies
Sharma, G., Guo, H., Shen, C. & Tanimoto, J · 2023
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Ice-breaking technology: Robots and computers can foster meaningful connections between strangers through in-person conversations
Zhang, A. W., Lin, T.-H., Zhao, X. & Sebo, S · 2023
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How does AI improve human decision-making? Evidence from the AI-powered Go program
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Superhuman artificial intelligence can improve human decision-making by increasing novelty
Shin, M., Kim, J., van Opheusden, B. & Griffiths, T. L · 2023
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Anatomy of an AI-powered malicious social botnet
Yang, K.-C. & Menczer, F · 2023
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Emergent analogical reasoning in large language models
Webb, T., Holyoak, K. J. & Lu, H · 2023
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Welcome to the age of automated dating
Lorenz, T · 2023
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Chang, D · 2023
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‘Care bots’: A dream for carers or a dangerous fantasy?
Kenway, E · 2023
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Machine culture
Brinkmann, L. et al · 2023
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Exposure to social bots amplifies perceptual biases and regulation propensity
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Algorithmic pricing and competition: Empirical evidence from the German retail gasoline market
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