Artificial Neural Network Ensemble Approach for Creating a Negotiation Model with Ethical Artificial Agents
| العنوان: | Artificial Neural Network Ensemble Approach for Creating a Negotiation Model with Ethical Artificial Agents |
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| المؤلفون: | Mahmood Joorabian, Bita Shadgar, Banafsheh Rekabdar |
| المصدر: | Artificial Intelligence and Soft Computing ISBN: 9783642293498 ICAISC (2) |
| بيانات النشر: | Springer Berlin Heidelberg, 2012. |
| سنة النشر: | 2012 |
| مصطلحات موضوعية: | Alternative methods, Artificial neural network, Computer science, business.industry, media_common.quotation_subject, Ethical reasoning, Machine learning, computer.software_genre, Intelligent agent, Negotiation, Artificial intelligence, business, computer, Classifier (UML), media_common |
| الوصف: | Negotiation is one of the most prevalent methods that agents, in a multi-agent system, use to reach agreements. Nowadays, one important aspect of negotiation is moral behaviors of agents that involve in negotiation. For this reason, we propose an ethical classifier that uses artificial neural networks ensembles. To evaluate the performance of the proposed method, we conduct experiments including comparisons with alternative methods for ethical classification. As the result of experiments suggest, the proposed method shows improved ethical recognition performance, in comparison with other widely used methods. |
| ردمك: | 978-3-642-29349-8 |
| DOI: | 10.1007/978-3-642-29350-4_59 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::740c6aa24ef969d1575cc8e5fab8f918 https://doi.org/10.1007/978-3-642-29350-4_59 |
| رقم الانضمام: | edsair.doi...........740c6aa24ef969d1575cc8e5fab8f918 |
| قاعدة البيانات: | OpenAIRE |
| ردمك: | 9783642293498 |
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| DOI: | 10.1007/978-3-642-29350-4_59 |