Month: May 2024

Assessing Preference Manipulation in Amazon’s Recommender System

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:::info Authors: (1) Jonathan H. Rystrøm. ::: Table of Links Abstract and Introduction Previous Literature Methods and Data Results Discussions Conclusions and References A. Validation of Assumptions B. Other Models C. Pre-processing steps 5 Discussion 5.1 Key Findings Recall our research question: • RQ: Has the Amazon Book Recommender System made it more difficult for … Read more

Quantifying Preference Manipulation: Growth Trends in Amazon’s Barrier-to-Exit Over Time

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:::info Authors: (1) Jonathan H. Rystrøm. ::: Table of Links Abstract and Introduction Previous Literature Methods and Data Results Discussions Conclusions and References A. Validation of Assumptions B. Other Models C. Pre-processing steps 4 Results The results from the model can be seen in table 1. The coefficient for time is 0.018 (SE=0.001). This implies … Read more

Understanding Barrier-to-Exit in Amazon’s Recommender System

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:::info Authors: (1) Jonathan H. Rystrøm. ::: Table of Links Abstract and Introduction Previous Literature Methods and Data Results Discussions Conclusions and References A. Validation of Assumptions B. Other Models C. Pre-processing steps 3 Methods and Data 3.1 Defining Barrier-to-Exit On a high level, Barrier-to-Exit measures how much effort users must expend to signal that … Read more

Empirical Insights into Preference Manipulation

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:::info Authors: (1) Jonathan H. Rystrøm. ::: Table of Links Abstract and Introduction Previous Literature Methods and Data Results Discussions Conclusions and References A. Validation of Assumptions B. Other Models C. Pre-processing steps 2 Previous Literature Several papers have highlighted the need to protect human autonomy and preferences in recommender systems (Calvo et al., 2020; … Read more

Trends in the Coerciveness of Amazon Book Recommendations

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:::info Authors: (1) Jonathan H. Rystrøm. ::: Table of Links Abstract and Introduction Previous Literature Methods and Data Results Discussions Conclusions and References A. Validation of Assumptions B. Other Models C. Pre-processing steps Abstract Recommender systems can be a helpful tool for recommending content but they can also influence users’ preferences. One sociological theory for … Read more

Overcoming Limitations in AI Chatbot Research for Future Educational Impact

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:::info Authors: (1) Renato P. dos Santos, CIAGE – Centre for Generative Artificial Intelligence in Cognition and Education. ::: Table of Links Abstract and Introduction Materials And Methods Results and Analyses Prompts and generated texts Conceptualizing chemical reactions Deepening on understanding of chemical reactions Question about combustion Question about a graph of gases turning into … Read more

ChatGPT Leads the Pack: AI Language Models Elevating Chemistry Education

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:::info Authors: (1) Renato P. dos Santos, CIAGE – Centre for Generative Artificial Intelligence in Cognition and Education. ::: Table of Links Abstract and Introduction Materials And Methods Results and Analyses Prompts and generated texts Conceptualizing chemical reactions Deepening on understanding of chemical reactions Question about combustion Question about a graph of gases turning into … Read more

Analyzing the Role of AI Chatbots in Active and Personalized Education

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:::info Authors: (1) Renato P. dos Santos, CIAGE – Centre for Generative Artificial Intelligence in Cognition and Education. ::: Table of Links Abstract and Introduction Materials And Methods Results and Analyses Prompts and generated texts Conceptualizing chemical reactions Deepening on understanding of chemical reactions Question about combustion Question about a graph of gases turning into … Read more

GenAIbots Teach You the Essence of the Type of Chemical Bonding

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:::info Authors: (1) Renato P. dos Santos, CIAGE – Centre for Generative Artificial Intelligence in Cognition and Education. ::: Table of Links Abstract and Introduction Materials And Methods Results and Analyses Prompts and generated texts Conceptualizing chemical reactions Deepening on understanding of chemical reactions Question about combustion Question about a graph of gases turning into … Read more